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Gerstung M, Jolly C, Leshchiner I, Dentro SC, Gonzalez S, Rosebrock D, Mitchell TJ, Rubanova Y, Anur P, Yu K, Tarabichi M, Deshwar A, Wintersinger J, Kleinheinz K, Vázquez-García I, Haase K, Jerman L, Sengupta S, Macintyre G, Malikic S, Donmez N, Livitz DG, Cmero M, Demeulemeester J, Schumacher S, Fan Y, Yao X, Lee J, Schlesner M, Boutros PC, Bowtell DD, Zhu H, Getz G, Imielinski M, Beroukhim R, Sahinalp SC, Ji Y, Peifer M, Markowetz F, Mustonen V, Yuan K, Wang W, Morris QD, Spellman PT, Wedge DC, Van Loo P, Tarabichi M, Wintersinger J, Deshwar AG, Yu K, Gonzalez S, Rubanova Y, Macintyre G, Adams DJ, Anur P, Beroukhim R, Boutros PC, Bowtell DD, Campbell PJ, Cao S, Christie EL, Cmero M, Cun Y, Dawson KJ, Demeulemeester J, Donmez N, Drews RM, Eils R, Fan Y, Fittall M, Garsed DW, Getz G, Ha G, Imielinski M, Jerman L, Ji Y, Kleinheinz K, Lee J, Lee-Six H, Livitz DG, Malikic S, Markowetz F, Martincorena I, Mitchell TJ, Mustonen V, Oesper L, Peifer M, Peto M, Raphael BJ, Rosebrock D, Sahinalp SC, Salcedo A, Schlesner M, Schumacher S, Sengupta S, Shi R, Shin SJ, Spiro O, Pitkänen E, Pivot X, Piñeiro-Yáñez E, Planko L, Plass C, Polak P, Pons T, Popescu I, Potapova O, Prasad A, Stein LD, Preston SR, Prinz M, Pritchard AL, Prokopec SD, Provenzano E, Puente XS, Puig S, Puiggròs M, Pulido-Tamayo S, Pupo GM, Vázquez-García I, Purdie CA, Quinn MC, Rabionet R, Rader JS, Radlwimmer B, Radovic P, Raeder B, Raine KM, Ramakrishna M, Ramakrishnan K, Vembu S, Ramalingam S, Raphael BJ, Rathmell WK, Rausch T, Reifenberger G, Reimand J, Reis-Filho J, Reuter V, Reyes-Salazar I, Reyna MA, Wheeler DA, Reynolds SM, Rheinbay E, Riazalhosseini Y, Richardson AL, Richter J, Ringel M, Ringnér M, Rino Y, Rippe K, Roach J, Yang TP, Roberts LR, Roberts ND, Roberts SA, Robertson AG, Robertson AJ, Rodriguez JB, Rodriguez-Martin B, Rodríguez-González FG, Roehrl MHA, Rohde M, Yao X, Rokutan H, Romieu G, Rooman I, Roques T, Rosebrock D, Rosenberg M, Rosenstiel PC, Rosenwald A, Rowe EW, Royo R, Yuan K, Rozen SG, Rubanova Y, Rubin MA, Rubio-Perez C, Rudneva VA, Rusev BC, Ruzzenente A, Rätsch G, Sabarinathan R, Sabelnykova VY, Zhu H, Sadeghi S, Sahinalp SC, Saini N, Saito-Adachi M, Saksena G, Salcedo A, Salgado R, Salichos L, Sallari R, Saller C, Wang W, Salvia R, Sam M, Samra JS, Sanchez-Vega F, Sander C, Sanders G, Sarin R, Sarrafi I, Sasaki-Oku A, Sauer T, Morris QD, Sauter G, Saw RPM, Scardoni M, Scarlett CJ, Scarpa A, Scelo G, Schadendorf D, Schein JE, Schilhabel MB, Schlesner M, Spellman PT, Schlomm T, Schmidt HK, Schramm SJ, Schreiber S, Schultz N, Schumacher SE, Schwarz RF, Scolyer RA, Scott D, Scully R, Wedge DC, Seethala R, Segre AV, Selander I, Semple CA, Senbabaoglu Y, Sengupta S, Sereni E, Serra S, Sgroi DC, Shackleton M, Van Loo P, Shah NC, Shahabi S, Shang CA, Shang P, Shapira O, Shelton T, Shen C, Shen H, Shepherd R, Shi R, Spellman PT, Shi Y, Shiah YJ, Shibata T, Shih J, Shimizu E, Shimizu K, Shin SJ, Shiraishi Y, Shmaya T, Shmulevich I, Wedge DC, Shorser SI, Short C, Shrestha R, Shringarpure SS, Shriver C, Shuai S, Sidiropoulos N, Siebert R, Sieuwerts AM, Sieverling L, Van Loo P, Signoretti S, Sikora KO, Simbolo M, Simon R, Simons JV, Simpson JT, Simpson PT, Singer S, Sinnott-Armstrong N, Sipahimalani P, Aaltonen LA, Skelly TJ, Smid M, Smith J, Smith-McCune K, Socci ND, Sofia HJ, Soloway MG, Song L, Sood AK, Sothi S, Abascal F, Sotiriou C, Soulette CM, Span PN, Spellman PT, Sperandio N, Spillane AJ, Spiro O, Spring J, Staaf J, Stadler PF, Abeshouse A, Staib P, Stark SG, Stebbings L, Stefánsson ÓA, Stegle O, Stein LD, Stenhouse A, Stewart C, Stilgenbauer S, Stobbe MD, Aburatani H, Stratton MR, Stretch JR, Struck AJ, Stuart JM, Stunnenberg HG, Su H, Su X, Sun RX, Sungalee S, Susak H, Adams DJ, Suzuki A, Sweep F, Szczepanowski M, Sültmann H, Yugawa T, Tam A, Tamborero D, Tan BKT, Tan D, Tan P, Agrawal N, Tanaka H, Taniguchi H, Tanskanen TJ, Tarabichi M, Tarnuzzer R, Tarpey P, Taschuk ML, Tatsuno K, Tavaré S, Taylor DF, Ahn KS, Taylor-Weiner A, Teague JW, Teh BT, Tembe V, Temes J, Thai K, Thayer SP, Thiessen N, Thomas G, Thomas S, Ahn SM, Thompson A, Thompson AM, Thompson JFF, Thompson RH, Thorne H, Thorne LB, Thorogood A, Tiao G, Tijanic N, Timms LE, Aikata H, Tirabosco R, Tojo M, Tommasi S, Toon CW, Toprak UH, Torrents D, Tortora G, Tost J, Totoki Y, Townend D, Akbani R, Traficante N, Treilleux I, Trotta JR, Trümper LHP, Tsao M, Tsunoda T, Tubio JMC, Tucker O, Turkington R, Turner DJ, Akdemir KC, Tutt A, Ueno M, Ueno NT, Umbricht C, Umer HM, Underwood TJ, Urban L, Urushidate T, Ushiku T, Uusküla-Reimand L, Al-Ahmadie H, Valencia A, Van Den Berg DJ, Van Laere S, Van Loo P, Van Meir EG, Van den Eynden GG, Van der Kwast T, Vasudev N, Vazquez M, Vedururu R, Al-Sedairy ST, Veluvolu U, Vembu S, Verbeke LPC, Vermeulen P, Verrill C, Viari A, Vicente D, Vicentini C, VijayRaghavan K, Viksna J, Al-Shahrour F, Vilain RE, Villasante I, Vincent-Salomon A, Visakorpi T, Voet D, Vyas P, Vázquez-García I, Waddell NM, Waddell N, Wadelius C, Alawi M, Wadi L, Wagener R, Wala JA, Wang J, Wang J, Wang L, Wang Q, Wang W, Wang Y, Wang Z, Albert M, Waring PM, Warnatz HJ, Warrell J, Warren AY, Waszak SM, Wedge DC, Weichenhan D, Weinberger P, Weinstein JN, Weischenfeldt J, Aldape K, Weisenberger DJ, Welch I, Wendl MC, Werner J, Whalley JP, Wheeler DA, Whitaker HC, Wigle D, Wilkerson MD, Williams A, Alexandrov LB, Wilmott JS, Wilson GW, Wilson JM, Wilson RK, Winterhoff B, Wintersinger JA, Wiznerowicz M, Wolf S, Wong BH, Wong T, Ally A, Wong W, Woo Y, Wood S, Wouters BG, Wright AJ, Wright DW, Wright MH, Wu CL, Wu DY, Wu G, Alsop K, Wu J, Wu K, Wu Y, Wu Z, Xi L, Xia T, Xiang Q, Xiao X, Xing R, Xiong H, Alvarez EG, Xu Q, Xu Y, Xue H, Yachida S, Yakneen S, Yamaguchi R, Yamaguchi TN, Yamamoto M, Yamamoto S, Yamaue H, Amary F, Yang F, Yang H, Yang JY, Yang L, Yang L, Yang S, Yang TP, Yang Y, Yao X, Yaspo ML, Amin SB, Yates L, Yau C, Ye C, Ye K, Yellapantula VD, Yoon CJ, Yoon SS, Yousif F, Yu J, Yu K, Aminou B, Yu W, Yu Y, Yuan K, Yuan Y, Yuen D, Yung CK, Zaikova O, Zamora J, Zapatka M, Zenklusen JC, Ammerpohl O, Zenz T, Zeps N, Zhang CZ, Zhang F, Zhang H, Zhang H, Zhang H, Zhang J, Zhang J, Zhang J, Anderson MJ, Zhang X, Zhang X, Zhang Y, Zhang Z, Zhao Z, Zheng L, Zheng X, Zhou W, Zhou Y, Zhu B, Ang Y, Zhu H, Zhu J, Zhu S, Zou L, Zou X, deFazio A, van As N, van Deurzen CHM, van de Vijver MJ, van’t Veer L, Antonello D, von Mering C, Anur P, Aparicio S, Appelbaum EL, Arai Y, Aretz A, Arihiro K, Ariizumi SI, Armenia J, Arnould L, Asa S, Assenov Y, Atwal G, Aukema S, Auman JT, Aure MRR, Awadalla P, Aymerich M, Bader GD, Baez-Ortega A, Bailey MH, Bailey PJ, Balasundaram M, Balu S, Bandopadhayay P, Banks RE, Barbi S, Barbour AP, Barenboim J, Barnholtz-Sloan J, Barr H, Barrera E, Bartlett J, Bartolome J, Bassi C, Bathe OF, Baumhoer D, Bavi P, Baylin SB, Bazant W, Beardsmore D, Beck TA, Behjati S, Behren A, Niu B, Bell C, Beltran S, Benz C, Berchuck A, Bergmann AK, Bergstrom EN, Berman BP, Berney DM, Bernhart SH, Beroukhim R, 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Chan-Seng-Yue M, Chandan VS, Chang DK, Chanock SJ, Chantrill LA, Chateigner A, Chatterjee N, Chayama K, Chen HW, Chen J, Chen K, Chen Y, Chen Z, Cherniack AD, Chien J, Chiew YE, Chin SF, Cho J, Cho S, Choi JK, Choi W, Chomienne C, Chong Z, Choo SP, Chou A, Christ AN, Christie EL, Chuah E, Cibulskis C, Cibulskis K, Cingarlini S, Clapham P, Claviez A, Cleary S, Cloonan N, Cmero M, Collins CC, Connor AA, Cooke SL, Cooper CS, Cope L, Corbo V, Cordes MG, Cordner SM, Cortés-Ciriano I, Covington K, Cowin PA, Craft B, Craft D, Creighton CJ, Cun Y, Curley E, Cutcutache I, Czajka K, Czerniak B, Dagg RA, Danilova L, Davi MV, Davidson NR, Davies H, Davis IJ, Davis-Dusenbery BN, Dawson KJ, De La Vega FM, De Paoli-Iseppi R, Defreitas T, Tos APD, Delaneau O, Demchok JA, Demeulemeester J, Demidov GM, Demircioğlu D, Dennis NM, Denroche RE, Dentro SC, Desai N, Deshpande V, Deshwar AG, Desmedt C, Deu-Pons J, Dhalla N, Dhani NC, Dhingra P, Dhir R, DiBiase A, Diamanti K, Ding L, Ding S, Dinh HQ, Dirix L, 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George J, Gerhard DS, Gerhauser C, Gershenwald JE, Gerstein M, Gerstung M, Getz G, Ghori M, Ghossein R, Giama NH, Gibbs RA, Gibson B, Gill AJ, Gill P, Giri DD, Glodzik D, Gnanapragasam VJ, Goebler ME, Goldman MJ, Gomez C, Gonzalez S, Gonzalez-Perez A, Gordenin DA, Gossage J, Gotoh K, Govindan R, Grabau D, Graham JS, Grant RC, Green AR, Green E, Greger L, Grehan N, Grimaldi S, Grimmond SM, Grossman RL, Grundhoff A, Gundem G, Guo Q, Gupta M, Gupta S, Gut IG, Gut M, Göke J, Ha G, Haake A, Haan D, Haas S, Haase K, Haber JE, Habermann N, Hach F, Haider S, Hama N, Hamdy FC, Hamilton A, Hamilton MP, Han L, Hanna GB, Hansmann M, Haradhvala NJ, Harismendy O, Harliwong I, Harmanci AO, Harrington E, Hasegawa T, Haussler D, Hawkins S, Hayami S, Hayashi S, Hayes DN, Hayes SJ, Hayward NK, Hazell S, He Y, Heath AP, Heath SC, Hedley D, Hegde AM, Heiman DI, Heinold MC, Heins Z, Heisler LE, Hellstrom-Lindberg E, Helmy M, Heo SG, Hepperla AJ, Heredia-Genestar JM, Herrmann C, Hersey P, Hess JM, Hilmarsdottir H, Hinton J, Hirano S, Hiraoka N, Hoadley KA, Hobolth A, Hodzic E, Hoell JI, Hoffmann S, Hofmann O, Holbrook A, Holik AZ, Hollingsworth MA, Holmes O, Holt RA, Hong C, Hong EP, Hong JH, Hooijer GK, Hornshøj H, Hosoda F, Hou Y, Hovestadt V, Howat W, Hoyle AP, Hruban RH, Hu J, Hu T, Hua X, Huang KL, Huang M, Huang MN, Huang V, Huang Y, Huber W, Hudson TJ, Hummel M, Hung JA, Huntsman D, Hupp TR, Huse J, Huska MR, Hutter B, Hutter CM, Hübschmann D, Iacobuzio-Donahue CA, Imbusch CD, Imielinski M, Imoto S, Isaacs WB, Isaev K, Ishikawa S, Iskar M, Islam SMA, Ittmann M, Ivkovic S, Izarzugaza JMG, Jacquemier J, Jakrot V, Jamieson NB, Jang GH, Jang SJ, Jayaseelan JC, Jayasinghe R, Jefferys SR, Jegalian K, Jennings JL, Jeon SH, Jerman L, Ji Y, Jiao W, Johansson PA, Johns AL, Johns J, Johnson R, Johnson TA, Jolly C, Joly Y, Jonasson JG, Jones CD, Jones DR, Jones DTW, Jones N, Jones SJM, Jonkers J, Ju YS, Juhl H, Jung J, Juul M, Juul RI, Juul S, Jäger N, Kabbe R, Kahles A, Kahraman A, Kaiser VB, Kakavand H, Kalimuthu S, von Kalle C, Kang KJ, Karaszi K, Karlan B, Karlić R, Karsch D, Kasaian K, Kassahn KS, Katai H, Kato M, Katoh H, Kawakami Y, Kay JD, Kazakoff SH, Kazanov MD, Keays M, Kebebew E, Kefford RF, Kellis M, Kench JG, Kennedy CJ, Kerssemakers JNA, Khoo D, Khoo V, Khuntikeo N, Khurana E, Kilpinen H, Kim HK, Kim HL, Kim HY, Kim H, Kim J, Kim J, Kim JK, Kim Y, King TA, Klapper W, Kleinheinz K, Klimczak LJ, Knappskog S, Kneba M, Knoppers BM, Koh Y, Komorowski J, Komura D, Komura M, Kong G, Kool M, Korbel JO, Korchina V, Korshunov A, Koscher M, Koster R, Kote-Jarai Z, Koures A, Kovacevic M, Kremeyer B, Kretzmer H, Kreuz M, Krishnamurthy S, Kube D, Kumar K, Kumar P, Kumar S, Kumar Y, Kundra R, Kübler K, Küppers R, Lagergren J, Lai PH, Laird PW, Lakhani SR, Lalansingh CM, Lalonde E, Lamaze FC, Lambert A, Lander E, Landgraf P, Landoni L, Langerød A, Lanzós A, Larsimont D, Larsson E, Lathrop M, Lau LMS, Lawerenz C, Lawlor RT, Lawrence MS, Lazar AJ, Lazic AM, Le X, Lee D, Lee D, Lee EA, Lee HJ, Lee JJK, Lee JY, Lee J, Lee MTM, Lee-Six H, Lehmann KV, Lehrach H, Lenze D, Leonard CR, Leongamornlert DA, Leshchiner I, Letourneau L, Letunic I, Levine DA, Lewis L, Ley T, Li C, Li CH, Li HI, Li J, Li L, Li S, Li S, Li X, Li X, Li X, Li Y, Liang H, Liang SB, Lichter P, Lin P, Lin Z, Linehan WM, Lingjærde OC, Liu D, Liu EM, Liu FFF, Liu F, Liu J, Liu X, Livingstone J, Livitz D, Livni N, Lochovsky L, Loeffler M, Long GV, Lopez-Guillermo A, Lou S, Louis DN, Lovat LB, Lu Y, Lu YJ, Lu Y, Luchini C, Lungu I, Luo X, Luxton HJ, Lynch AG, Lype L, López C, López-Otín C, Ma EZ, Ma Y, MacGrogan G, MacRae S, Macintyre G, Madsen T, Maejima K, Mafficini A, Maglinte DT, Maitra A, Majumder PP, Malcovati L, Malikic S, Malleo G, Mann GJ, Mantovani-Löffler L, Marchal K, Marchegiani G, Mardis ER, Margolin AA, Marin MG, Markowetz F, Markowski J, Marks J, Marques-Bonet T, Marra MA, Marsden L, Martens JWM, Martin S, Martin-Subero JI, Martincorena I, Martinez-Fundichely A, Maruvka YE, Mashl RJ, Massie CE, Matthew TJ, Matthews L, Mayer E, Mayes S, Mayo M, Mbabaali F, McCune K, McDermott U, McGillivray PD, McLellan MD, McPherson JD, McPherson JR, McPherson TA, Meier SR, Meng A, Meng S, Menzies A, Merrett ND, Merson S, Meyerson M, Meyerson W, Mieczkowski PA, Mihaiescu GL, Mijalkovic S, Mikkelsen T, Milella M, Mileshkin L, Miller CA, Miller DK, Miller JK, Mills GB, Milovanovic A, Minner S, Miotto M, Arnau GM, Mirabello L, Mitchell C, Mitchell TJ, Miyano S, Miyoshi N, Mizuno S, Molnár-Gábor F, Moore MJ, Moore RA, Morganella S, Morris QD, Morrison C, Mose LE, Moser CD, Muiños F, Mularoni L, Mungall AJ, Mungall K, Musgrove EA, Mustonen V, Mutch D, Muyas F, Muzny DM, Muñoz A, Myers J, Myklebost O, Möller P, Nagae G, Nagrial AM, Nahal-Bose HK, Nakagama H, Nakagawa H, Nakamura H, Nakamura T, Nakano K, Nandi T, Nangalia J, Nastic M, Navarro A, Navarro FCP, Neal DE, Nettekoven G, Newell F, Newhouse SJ, Newton Y, Ng AWT, Ng A, Nicholson J, Nicol D, Nie Y, Nielsen GP, Nielsen MM, Nik-Zainal S, Noble MS, Nones K, Northcott PA, Notta F, O’Connor BD, O’Donnell P, O’Donovan M, O’Meara S, O’Neill BP, O’Neill JR, Ocana D, Ochoa A, Oesper L, Ogden C, Ohdan H, Ohi K, Ohno-Machado L, Oien KA, Ojesina AI, Ojima H, Okusaka T, Omberg L, Ong CK, Ossowski S, Ott G, Ouellette BFF, P’ng C, Paczkowska M, Paiella S, Pairojkul C, Pajic M, Pan-Hammarström Q, Papaemmanuil E, Papatheodorou I, Paramasivam N, Park JW, Park JW, Park K, Park K, Park PJ, Parker JS, Parsons SL, Pass H, Pasternack D, Pastore A, Patch AM, Pauporté I, Pea A, Pearson JV, Pedamallu CS, Pedersen JS, Pederzoli P, Peifer M, Pennell NA, Perou CM, Perry MD, Petersen GM, Peto M, Petrelli N, Petryszak R, Pfister SM, Phillips M, Pich O, Pickett HA, Pihl TD, Pillay N, Pinder S, Pinese M, Pinho AV. Author Correction: The evolutionary history of 2,658 cancers. Nature 2023; 614:E42. [PMID: 36697833 PMCID: PMC9931577 DOI: 10.1038/s41586-022-05601-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Affiliation(s)
- Moritz Gerstung
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Cambridge, UK. .,European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany. .,Wellcome Sanger Institute, Cambridge, UK.
| | - Clemency Jolly
- grid.451388.30000 0004 1795 1830The Francis Crick Institute, London, UK
| | - Ignaty Leshchiner
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Stefan C. Dentro
- grid.10306.340000 0004 0606 5382Wellcome Sanger Institute, Cambridge, UK ,grid.451388.30000 0004 1795 1830The Francis Crick Institute, London, UK ,grid.4991.50000 0004 1936 8948Big Data Institute, University of Oxford, Oxford, UK
| | - Santiago Gonzalez
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Cambridge, UK
| | - Daniel Rosebrock
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Thomas J. Mitchell
- grid.10306.340000 0004 0606 5382Wellcome Sanger Institute, Cambridge, UK ,grid.5335.00000000121885934University of Cambridge, Cambridge, UK
| | - Yulia Rubanova
- grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada ,grid.494618.6Vector Institute, Toronto, Ontario Canada
| | - Pavana Anur
- grid.5288.70000 0000 9758 5690Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR USA
| | - Kaixian Yu
- grid.240145.60000 0001 2291 4776The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Maxime Tarabichi
- grid.10306.340000 0004 0606 5382Wellcome Sanger Institute, Cambridge, UK ,grid.451388.30000 0004 1795 1830The Francis Crick Institute, London, UK
| | - Amit Deshwar
- grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada ,grid.494618.6Vector Institute, Toronto, Ontario Canada
| | - Jeff Wintersinger
- grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada ,grid.494618.6Vector Institute, Toronto, Ontario Canada
| | - Kortine Kleinheinz
- grid.7497.d0000 0004 0492 0584German Cancer Research Center (DKFZ), Heidelberg, Germany ,grid.7700.00000 0001 2190 4373Heidelberg University, Heidelberg, Germany
| | - Ignacio Vázquez-García
- grid.10306.340000 0004 0606 5382Wellcome Sanger Institute, Cambridge, UK ,grid.5335.00000000121885934University of Cambridge, Cambridge, UK
| | - Kerstin Haase
- grid.451388.30000 0004 1795 1830The Francis Crick Institute, London, UK
| | - Lara Jerman
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Cambridge, UK ,grid.8954.00000 0001 0721 6013University of Ljubljana, Ljubljana, Slovenia
| | - Subhajit Sengupta
- grid.240372.00000 0004 0400 4439NorthShore University HealthSystem, Evanston, IL USA
| | - Geoff Macintyre
- grid.5335.00000000121885934Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Salem Malikic
- grid.61971.380000 0004 1936 7494Simon Fraser University, Burnaby, British Columbia Canada ,grid.412541.70000 0001 0684 7796Vancouver Prostate Centre, Vancouver, British Columbia Canada
| | - Nilgun Donmez
- grid.61971.380000 0004 1936 7494Simon Fraser University, Burnaby, British Columbia Canada ,grid.412541.70000 0001 0684 7796Vancouver Prostate Centre, Vancouver, British Columbia Canada
| | - Dimitri G. Livitz
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Marek Cmero
- grid.1008.90000 0001 2179 088XUniversity of Melbourne, Melbourne, Victoria Australia ,grid.1042.70000 0004 0432 4889Walter and Eliza Hall Institute, Melbourne, Victoria Australia
| | - Jonas Demeulemeester
- grid.451388.30000 0004 1795 1830The Francis Crick Institute, London, UK ,grid.5596.f0000 0001 0668 7884University of Leuven, Leuven, Belgium
| | - Steven Schumacher
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Yu Fan
- grid.240145.60000 0001 2291 4776The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Xiaotong Yao
- grid.5386.8000000041936877XWeill Cornell Medicine, New York, NY USA ,grid.429884.b0000 0004 1791 0895New York Genome Center, New York, NY USA
| | - Juhee Lee
- grid.205975.c0000 0001 0740 6917University of California Santa Cruz, Santa Cruz, CA USA
| | - Matthias Schlesner
- grid.7497.d0000 0004 0492 0584German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Paul C. Boutros
- grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada ,grid.419890.d0000 0004 0626 690XOntario Institute for Cancer Research, Toronto, Ontario Canada ,grid.19006.3e0000 0000 9632 6718University of California, Los Angeles, CA USA
| | - David D. Bowtell
- grid.1055.10000000403978434Peter MacCallum Cancer Centre, Melbourne, Victoria Australia
| | - Hongtu Zhu
- grid.240145.60000 0001 2291 4776The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Gad Getz
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA ,grid.32224.350000 0004 0386 9924Center for Cancer Research, Massachusetts General Hospital, Charlestown, MA USA ,grid.32224.350000 0004 0386 9924Department of Pathology, Massachusetts General Hospital, Boston, MA USA ,grid.38142.3c000000041936754XHarvard Medical School, Boston, MA USA
| | - Marcin Imielinski
- grid.5386.8000000041936877XWeill Cornell Medicine, New York, NY USA ,grid.429884.b0000 0004 1791 0895New York Genome Center, New York, NY USA
| | - Rameen Beroukhim
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA ,grid.65499.370000 0001 2106 9910Dana-Farber Cancer Institute, Boston, MA USA
| | - S. Cenk Sahinalp
- grid.412541.70000 0001 0684 7796Vancouver Prostate Centre, Vancouver, British Columbia Canada ,grid.411377.70000 0001 0790 959XIndiana University, Bloomington, IN USA
| | - Yuan Ji
- grid.240372.00000 0004 0400 4439NorthShore University HealthSystem, Evanston, IL USA ,grid.170205.10000 0004 1936 7822The University of Chicago, Chicago, IL USA
| | - Martin Peifer
- grid.6190.e0000 0000 8580 3777University of Cologne, Cologne, Germany
| | - Florian Markowetz
- grid.5335.00000000121885934Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Ville Mustonen
- grid.7737.40000 0004 0410 2071University of Helsinki, Helsinki, Finland
| | - Ke Yuan
- grid.5335.00000000121885934Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK ,grid.8756.c0000 0001 2193 314XUniversity of Glasgow, Glasgow, UK
| | - Wenyi Wang
- grid.240145.60000 0001 2291 4776The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Quaid D. Morris
- grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada ,grid.494618.6Vector Institute, Toronto, Ontario Canada
| | | | - Paul T. Spellman
- grid.5288.70000 0000 9758 5690Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR USA
| | - David C. Wedge
- grid.4991.50000 0004 1936 8948Big Data Institute, University of Oxford, Oxford, UK ,grid.454382.c0000 0004 7871 7212Oxford NIHR Biomedical Research Centre, Oxford, UK
| | - Peter Van Loo
- The Francis Crick Institute, London, UK. .,University of Leuven, Leuven, Belgium.
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Calabrese C, Davidson NR, Demircioğlu D, Fonseca NA, He Y, Kahles A, Lehmann KV, Liu F, Shiraishi Y, Soulette CM, Urban L, Greger L, Li S, Liu D, Perry MD, Xiang Q, Zhang F, Zhang J, Bailey P, Erkek S, Hoadley KA, Hou Y, Huska MR, Kilpinen H, Korbel JO, Marin MG, Markowski J, Nandi T, Pan-Hammarström Q, Pedamallu CS, Siebert R, Stark SG, Su H, Tan P, Waszak SM, Yung C, Zhu S, Awadalla P, Creighton CJ, Meyerson M, Ouellette BFF, Wu K, Yang H, Brazma A, Brooks AN, Göke J, Rätsch G, Schwarz RF, Stegle O, Zhang Z, Wu K, Yang H, Fonseca NA, Kahles A, Lehmann KV, Urban L, Soulette CM, Shiraishi Y, Liu F, He Y, Demircioğlu D, Davidson NR, Calabrese C, Zhang J, Perry MD, Xiang Q, Greger L, Li S, Liu D, Stark SG, Zhang F, Amin SB, Bailey P, Chateigner A, Cortés-Ciriano I, Craft B, Erkek S, Frenkel-Morgenstern M, Goldman M, Hoadley KA, Hou Y, Huska MR, Khurana E, Kilpinen H, Korbel JO, Lamaze FC, Li C, Li X, Li X, Liu X, Marin MG, Markowski J, Nandi T, Nielsen MM, Ojesina AI, Pan-Hammarström Q, 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KH, Busanovich J, Bustamante CD, Butler AP, Butte AJ, Byrne NJ, Børresen-Dale AL, Caesar-Johnson SJ, Cafferkey A, Cahill D, Calabrese C, Caldas C, Calvo F, Camacho N, Campbell PJ, Campo E, Cantù C, Cao S, Carey TE, Carlevaro-Fita J, Carlsen R, Cataldo I, Cazzola M, Cebon J, Cerfolio R, Chadwick DE, Chakravarty D, Chalmers D, Chan CWY, Chan K, Chan-Seng-Yue M, Chandan VS, Chang DK, Chanock SJ, Chantrill LA, Chateigner A, Chatterjee N, Chayama K, Chen HW, Chen J, Chen K, Chen Y, Chen Z, Cherniack AD, Chien J, Chiew YE, Chin SF, Cho J, Cho S, Choi JK, Choi W, Chomienne C, Chong Z, Choo SP, Chou A, Christ AN, Christie EL, Chuah E, Cibulskis C, Cibulskis K, Cingarlini S, Clapham P, Claviez A, Cleary S, Cloonan N, Cmero M, Collins CC, Connor AA, Cooke SL, Cooper CS, Cope L, Corbo V, Cordes MG, Cordner SM, Cortés-Ciriano I, Covington K, Cowin PA, Craft B, Craft D, Creighton CJ, Cun Y, Curley E, Cutcutache I, Czajka K, Czerniak B, Dagg RA, Danilova L, Davi MV, Davidson NR, Davies H, Davis IJ, 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Author Correction: Genomic basis for RNA alterations in cancer. Nature 2023; 614:E37. [PMID: 36697831 PMCID: PMC9931574 DOI: 10.1038/s41586-022-05596-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Affiliation(s)
| | - Claudia Calabrese
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
| | - Natalie R. Davidson
- grid.5801.c0000 0001 2156 2780ETH Zurich, Zurich, Switzerland ,grid.51462.340000 0001 2171 9952Memorial Sloan Kettering Cancer Center, New York, NY USA ,grid.5386.8000000041936877XWeill Cornell Medical College, New York, NY USA ,grid.419765.80000 0001 2223 3006SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland ,grid.412004.30000 0004 0478 9977University Hospital Zurich, Zurich, Switzerland
| | - Deniz Demircioğlu
- grid.4280.e0000 0001 2180 6431National University of Singapore, Singapore, Singapore ,grid.418377.e0000 0004 0620 715XGenome Institute of Singapore, Singapore, Singapore
| | - Nuno A. Fonseca
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
| | - Yao He
- grid.11135.370000 0001 2256 9319Peking University, Beijing, China
| | - André Kahles
- grid.5801.c0000 0001 2156 2780ETH Zurich, Zurich, Switzerland ,grid.51462.340000 0001 2171 9952Memorial Sloan Kettering Cancer Center, New York, NY USA ,grid.419765.80000 0001 2223 3006SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland ,grid.412004.30000 0004 0478 9977University Hospital Zurich, Zurich, Switzerland
| | - Kjong-Van Lehmann
- grid.5801.c0000 0001 2156 2780ETH Zurich, Zurich, Switzerland ,grid.51462.340000 0001 2171 9952Memorial Sloan Kettering Cancer Center, New York, NY USA ,grid.419765.80000 0001 2223 3006SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland ,grid.412004.30000 0004 0478 9977University Hospital Zurich, Zurich, Switzerland
| | - Fenglin Liu
- grid.11135.370000 0001 2256 9319Peking University, Beijing, China
| | - Yuichi Shiraishi
- grid.26999.3d0000 0001 2151 536XThe University of Tokyo, Minato-ku, Japan
| | - Cameron M. Soulette
- grid.205975.c0000 0001 0740 6917University of California, Santa Cruz, Santa Cruz, CA USA
| | - Lara Urban
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
| | - Liliana Greger
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
| | - Siliang Li
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Dongbing Liu
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Marc D. Perry
- grid.17063.330000 0001 2157 2938Ontario Institute for Cancer Research, Toronto, Ontario, Canada ,grid.266102.10000 0001 2297 6811University of California, San Francisco, San Francisco, CA USA
| | - Qian Xiang
- grid.17063.330000 0001 2157 2938Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Fan Zhang
- grid.11135.370000 0001 2256 9319Peking University, Beijing, China
| | - Junjun Zhang
- grid.17063.330000 0001 2157 2938Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Peter Bailey
- grid.8756.c0000 0001 2193 314XUniversity of Glasgow, Glasgow, UK
| | - Serap Erkek
- grid.4709.a0000 0004 0495 846XEuropean Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Katherine A. Hoadley
- grid.10698.360000000122483208The University of North Carolina at Chapel Hill, Chapel Hill, NC USA
| | - Yong Hou
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Matthew R. Huska
- grid.419491.00000 0001 1014 0849Berlin Institute for Medical Systems Biology, Max Delbruck Center for Molecular Medicine, Berlin, Germany
| | - Helena Kilpinen
- grid.83440.3b0000000121901201University College London, London, UK
| | - Jan O. Korbel
- grid.4709.a0000 0004 0495 846XEuropean Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Maximillian G. Marin
- grid.205975.c0000 0001 0740 6917University of California, Santa Cruz, Santa Cruz, CA USA
| | - Julia Markowski
- grid.419491.00000 0001 1014 0849Berlin Institute for Medical Systems Biology, Max Delbruck Center for Molecular Medicine, Berlin, Germany
| | - Tannistha Nandi
- grid.418377.e0000 0004 0620 715XGenome Institute of Singapore, Singapore, Singapore
| | - Qiang Pan-Hammarström
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.4714.60000 0004 1937 0626Karolinska Institutet, Stockholm, Sweden
| | - Chandra Sekhar Pedamallu
- grid.66859.340000 0004 0546 1623Broad Institute, Cambridge, MA USA ,grid.65499.370000 0001 2106 9910Dana-Farber Cancer Institute, Boston, MA USA ,grid.38142.3c000000041936754XHarvard Medical School, Boston, MA USA
| | - Reiner Siebert
- grid.410712.10000 0004 0473 882XUlm University and Ulm University Medical Center, Ulm, Germany
| | - Stefan G. Stark
- grid.5801.c0000 0001 2156 2780ETH Zurich, Zurich, Switzerland ,grid.51462.340000 0001 2171 9952Memorial Sloan Kettering Cancer Center, New York, NY USA ,grid.419765.80000 0001 2223 3006SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland ,grid.412004.30000 0004 0478 9977University Hospital Zurich, Zurich, Switzerland
| | - Hong Su
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Patrick Tan
- grid.418377.e0000 0004 0620 715XGenome Institute of Singapore, Singapore, Singapore ,grid.428397.30000 0004 0385 0924Duke-NUS Medical School, Singapore, Singapore
| | - Sebastian M. Waszak
- grid.4709.a0000 0004 0495 846XEuropean Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Christina Yung
- grid.17063.330000 0001 2157 2938Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Shida Zhu
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Philip Awadalla
- grid.17063.330000 0001 2157 2938Ontario Institute for Cancer Research, Toronto, Ontario, Canada ,grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada
| | - Chad J. Creighton
- grid.39382.330000 0001 2160 926XBaylor College of Medicine, Houston, TX USA
| | - Matthew Meyerson
- grid.66859.340000 0004 0546 1623Broad Institute, Cambridge, MA USA ,grid.65499.370000 0001 2106 9910Dana-Farber Cancer Institute, Boston, MA USA ,grid.38142.3c000000041936754XHarvard Medical School, Boston, MA USA
| | | | - Kui Wu
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Huanming Yang
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China
| | | | - Alvis Brazma
- European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK.
| | - Angela N. Brooks
- grid.205975.c0000 0001 0740 6917University of California, Santa Cruz, Santa Cruz, CA USA ,grid.66859.340000 0004 0546 1623Broad Institute, Cambridge, MA USA ,grid.65499.370000 0001 2106 9910Dana-Farber Cancer Institute, Boston, MA USA
| | - Jonathan Göke
- grid.418377.e0000 0004 0620 715XGenome Institute of Singapore, Singapore, Singapore ,grid.410724.40000 0004 0620 9745National Cancer Centre Singapore, Singapore, Singapore
| | - Gunnar Rätsch
- ETH Zurich, Zurich, Switzerland. .,Memorial Sloan Kettering Cancer Center, New York, NY, USA. .,Weill Cornell Medical College, New York, NY, USA. .,SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland. .,University Hospital Zurich, Zurich, Switzerland.
| | - Roland F. Schwarz
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK ,grid.419491.00000 0001 1014 0849Berlin Institute for Medical Systems Biology, Max Delbruck Center for Molecular Medicine, Berlin, Germany ,grid.7497.d0000 0004 0492 0584German Cancer Consortium (DKTK), partner site Berlin, Germany ,grid.7497.d0000 0004 0492 0584German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Oliver Stegle
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK ,grid.4709.a0000 0004 0495 846XEuropean Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Zemin Zhang
- grid.11135.370000 0001 2256 9319Peking University, Beijing, China
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Ross PJ, Wasan HS, Croagh D, Nikfarjam M, Nguyen N, Aghmesheh M, Nagrial AM, Bartholomeusz D, Hendlisz A, Ajithkumar T, Iwuji C, Wilson NE, Turner DM, James DC, Young E, Harris MT. Results of a single-arm pilot study of 32P microparticles in unresectable locally advanced pancreatic adenocarcinoma with gemcitabine/nab-paclitaxel or FOLFIRINOX chemotherapy. ESMO Open 2021; 7:100356. [PMID: 34953400 PMCID: PMC8717429 DOI: 10.1016/j.esmoop.2021.100356] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 11/22/2021] [Accepted: 11/23/2021] [Indexed: 01/02/2023] Open
Abstract
Background Unresectable locally advanced pancreatic cancer (LAPC) is generally managed with chemotherapy or chemoradiotherapy, but prognosis is poor with a median survival of ∼13 months (or up to 19 months in some studies). We assessed a novel brachytherapy device, using phosphorous-32 (32P) microparticles, combined with standard-of-care chemotherapy. Patients and methods In this international, multicentre, single-arm, open-label pilot study, adult patients with histologically or cytologically proven unresectable LAPC received 32P microparticles, via endoscopic ultrasound-guided fine-needle implantation, planned for week 4 of 5-fluorouracil, leucovorin, irinotecan and oxaliplatin (FOLFIRINOX) or gemcitabine/nab-paclitaxel chemotherapy, per investigator’s choice. The primary endpoint was safety and tolerability measured using Common Terminology Criteria for Adverse Events version 4.0. The lead efficacy endpoint was local disease control rate at 16 weeks. Results Fifty patients were enrolled and received chemotherapy [intention-to-treat (ITT) population]. Forty-two patients received 32P microparticle implantation [per protocol (PP) population]. A total of 1102 treatment-emergent adverse events (TEAEs) were reported in the ITT/safety population (956 PP), of which 167 (139 PP) were grade ≥3. In the PP population, 41 TEAEs in 16 (38.1%) patients were possibly or probably related to 32P microparticles or implantation procedure, including 8 grade ≥3 in 3 (7.1%) patients, compared with 609 TEAEs in 42 (100%) patients attributed to chemotherapy, including 67 grade ≥3 in 28 patients (66.7%). The local disease control rate at 16 weeks was 82.0% (95% confidence interval: 68.6% to 90.9%) (ITT) and 90.5% (95% confidence interval: 77.4% to 97.3%) (PP). Tumour volume, carbohydrate antigen 19-9 levels, and metabolic tumour response at week 12 improved significantly. Ten patients (20.0% ITT; 23.8% PP) had surgical resection and median overall survival was 15.2 and 15.5 months for ITT and PP populations, respectively. Conclusions Endoscopic ultrasound-guided 32P microparticle implantation has an acceptable safety profile. This study also suggests clinically relevant benefits of combining 32P microparticles with standard-of-care systemic chemotherapy for patients with unresectable LAPC. PanCO is the first prospective study of intratumoural 32P microparticles for locally advanced pancreatic cancer (LAPC). This single-arm study assessed a novel brachytherapy (32P microparticles) combined with standard-of-care chemotherapy. Treatment-emergent adverse events attributable to 32P microparticle implantation were relatively infrequent. Local disease control rate at 16 weeks (82%) and resection rate (20%) suggest a clinical benefit of 32P microparticles. The results suggest that 32P microparticles may address a significant unmet need in patients with unresectable LAPC.
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Affiliation(s)
- P J Ross
- Guy's & St Thomas' Hospital NHS Foundation Trust, London, UK.
| | - H S Wasan
- Imperial College Healthcare NHS Trust, London, UK
| | - D Croagh
- Monash Health, Clayton, Australia
| | - M Nikfarjam
- Austin Hospital, University of Melbourne, Australia
| | - N Nguyen
- Royal Adelaide Hospital, Adelaide, Australia
| | - M Aghmesheh
- Southern Medical Day Care Centre, Wollongong, Australia
| | - A M Nagrial
- The Crown Princess Mary Cancer Centre, Westmead Hospital, Westmead, Australia
| | | | - A Hendlisz
- Institut Jules Bordet, Brussels, Belgium
| | - T Ajithkumar
- Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - C Iwuji
- Leicester Royal Infirmary, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - N E Wilson
- OncoSil Medical Limited, Sydney, Australia
| | - D M Turner
- OncoSil Medical Limited, Sydney, Australia
| | - D C James
- OncoSil Medical Limited, Sydney, Australia
| | - E Young
- Southern Star Research Pty Ltd, Gordon, Australia
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4
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Brunton H, Caligiuri G, Cunningham R, Upstill-Goddard R, Bailey UM, Garner IM, Nourse C, Dreyer S, Jones M, Moran-Jones K, Wright DW, Paulus-Hock V, Nixon C, Thomson G, Jamieson NB, McGregor GA, Evers L, McKay CJ, Gulati A, Brough R, Bajrami I, Pettitt SJ, Dziubinski ML, Barry ST, Grützmann R, Brown R, Curry E, Pajic M, Musgrove EA, Petersen GM, Shanks E, Ashworth A, Crawford HC, Simeone DM, Froeling FEM, Lord CJ, Mukhopadhyay D, Pilarsky C, Grimmond SE, Morton JP, Sansom OJ, Chang DK, Bailey PJ, Biankin AV, Chang DK, Cooke SL, Dreyer S, Grimwood P, Kelly S, Marshall J, McDade B, McElroy D, Ramsay D, Upstill-Goddard R, Rebus S, Hair J, Jamieson NB, McKay CJ, Westwood P, Williams N, Duthie F, Biankin AV, Johns AL, Mawson A, Chang DK, Scarlett CJ, Brancato MAL, Rowe SJ, Simpson SH, Martyn-Smith M, Thomas MT, Chantrill LA, Chin VT, Chou A, Cowley MJ, Humphris JL, Mead RS, Nagrial AM, Pajic M, Pettit J, Pinese M, Rooman I, Wu J, Tao J, DiPietro R, Watson C, Steinmann A, Lee HC, Wong R, Pinho AV, Giry-Laterriere M, Daly RJ, Musgrove EA, Sutherland RL, Grimmond SM, Waddell N, Kassahn KS, Miller DK, Wilson PJ, Patch AM, Song S, Harliwong I, Idrisoglu S, Nourbakhsh E, Manning S, Wani S, Gongora M, Anderson M, Holmes O, Leonard C, Taylor D, Wood S, Xu C, Nones K, Fink JL, Christ A, Bruxner T, Cloonan N, Newell F, Pearson JV, Quinn M, Nagaraj S, Kazakoff S, Waddell N, Krisnan K, Quek K, Wood D, Samra JS, Gill AJ, Pavlakis N, Guminski A, Toon C, Asghari R, Merrett ND, Pavey D, Das A, Cosman PH, Ismail K, O’Connnor C, Lam VW, McLeod D, Pleass HC, Richardson A, James V, Kench JG, Cooper CL, Joseph D, Sandroussi C, Crawford M, Gallagher J, Texler M, Forest C, Laycock A, Epari KP, Ballal M, Fletcher DR, Mukhedkar S, Spry NA, DeBoer B, Chai M, Zeps N, Beilin M, Feeney K, Nguyen NQ, Ruszkiewicz AR, Worthley C, Tan CP, Debrencini T, Chen J, Brooke-Smith ME, Papangelis V, Tang H, Barbour AP, Clouston AD, Martin P, O’Rourke TJ, Chiang A, Fawcett JW, Slater K, Yeung S, Hatzifotis M, Hodgkinson P, Christophi C, Nikfarjam M, Mountain A, Eshleman JR, Hruban RH, Maitra A, Iacobuzio-Donahue CA, Schulick RD, Wolfgang CL, Morgan RA, Hodgin M, Scarpa A, Lawlor RT, Beghelli S, Corbo V, Scardoni M, Bassi C, Tempero MA, Nourse C, Jamieson NB, Graham JS. HNF4A and GATA6 Loss Reveals Therapeutically Actionable Subtypes in Pancreatic Cancer. Cell Rep 2020; 31:107625. [PMID: 32402285 PMCID: PMC9511995 DOI: 10.1016/j.celrep.2020.107625] [Citation(s) in RCA: 68] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Revised: 11/05/2019] [Accepted: 04/17/2020] [Indexed: 12/13/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) can be divided into transcriptomic subtypes with two broad lineages referred to as classical (pancreatic) and squamous. We find that these two subtypes are driven by distinct metabolic phenotypes. Loss of genes that drive endodermal lineage specification, HNF4A and GATA6, switch metabolic profiles from classical (pancreatic) to predominantly squamous, with glycogen synthase kinase 3 beta (GSK3β) a key regulator of glycolysis. Pharmacological inhibition of GSK3β results in selective sensitivity in the squamous subtype; however, a subset of these squamous patient-derived cell lines (PDCLs) acquires rapid drug tolerance. Using chromatin accessibility maps, we demonstrate that the squamous subtype can be further classified using chromatin accessibility to predict responsiveness and tolerance to GSK3β inhibitors. Our findings demonstrate that distinct patterns of chromatin accessibility can be used to identify patient subgroups that are indistinguishable by gene expression profiles, highlighting the utility of chromatin-based biomarkers for patient selection in the treatment of PDAC.
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Affiliation(s)
- Holly Brunton
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK
| | - Giuseppina Caligiuri
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland
| | - Richard Cunningham
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland
| | - Rosie Upstill-Goddard
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland
| | - Ulla-Maja Bailey
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK
| | - Ian M Garner
- Epigenetics Unit, Department of Surgery & Cancer, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, UK
| | - Craig Nourse
- Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK
| | - Stephan Dreyer
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK
| | - Marc Jones
- Stratified Medicine Scotland Innovation Centre, Queen Elizabeth University Hospital, Glasgow G51 4TF, UK
| | - Kim Moran-Jones
- Stratified Medicine Scotland Innovation Centre, Queen Elizabeth University Hospital, Glasgow G51 4TF, UK
| | - Derek W Wright
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland
| | - Viola Paulus-Hock
- Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK
| | - Colin Nixon
- Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK
| | - Gemma Thomson
- Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK
| | - Nigel B Jamieson
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK
| | - Grant A McGregor
- Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK
| | - Lisa Evers
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland
| | - Colin J McKay
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK
| | - Aditi Gulati
- CRUK Gene Function Laboratory and Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, Fulham Road, London SW3 6JB, UK
| | - Rachel Brough
- CRUK Gene Function Laboratory and Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, Fulham Road, London SW3 6JB, UK
| | - Ilirjana Bajrami
- CRUK Gene Function Laboratory and Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, Fulham Road, London SW3 6JB, UK
| | - Stephen J Pettitt
- CRUK Gene Function Laboratory and Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, Fulham Road, London SW3 6JB, UK
| | - Michele L Dziubinski
- Department of Molecular and Integrative Physiology, University of Michigan, 4304 Rogel Cancer Center Drive, Ann Arbor, MI 48109, USA
| | - Simon T Barry
- Bioscience, Oncology, IMED Biotech Unit, AstraZeneca, Cambridge, UK
| | - Robert Grützmann
- Department of Surgery, Universitätsklinikum Erlangen, Erlangen, Germany
| | - Robert Brown
- Epigenetics Unit, Department of Surgery & Cancer, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, UK
| | - Edward Curry
- Epigenetics Unit, Department of Surgery & Cancer, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, UK
| | | | | | - Marina Pajic
- The Kinghorn Cancer Centre, 370 Victoria Street, Darlinghurst and Garvan Institute of Medical Research, Sydney, NSW 2010, Australia; St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| | - Elizabeth A Musgrove
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland
| | | | - Emma Shanks
- Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK
| | - Alan Ashworth
- CRUK Gene Function Laboratory and Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, Fulham Road, London SW3 6JB, UK; UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA 94158, USA
| | - Howard C Crawford
- Department of Molecular and Integrative Physiology, University of Michigan, 4304 Rogel Cancer Center Drive, Ann Arbor, MI 48109, USA
| | - Diane M Simeone
- Pancreatic Cancer Center, Perlmutter Cancer Center, NYU Langone Health, New York, NY 10016, USA
| | - Fieke E M Froeling
- Epigenetics Unit, Department of Surgery & Cancer, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, UK; Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Christopher J Lord
- CRUK Gene Function Laboratory and Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, Fulham Road, London SW3 6JB, UK
| | - Debabrata Mukhopadhyay
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine and Science, Jacksonville, FL 32224, USA
| | | | - Sean E Grimmond
- University of Melbourne Centre for Cancer Research, University of Melbourne, Melbourne 3010, VIC, Australia
| | - Jennifer P Morton
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK
| | - Owen J Sansom
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK
| | - David K Chang
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK; South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| | - Peter J Bailey
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK; Department of General Surgery, University of Heidelberg, Heidelberg 69120, Germany.
| | - Andrew V Biankin
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK; South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia.
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Aaltonen LA, Abascal F, Abeshouse A, Aburatani H, Adams DJ, Agrawal N, Ahn KS, Ahn SM, Aikata H, Akbani R, Akdemir KC, Al-Ahmadie H, Al-Sedairy ST, Al-Shahrour F, Alawi M, Albert M, Aldape K, Alexandrov LB, Ally A, Alsop K, Alvarez EG, Amary F, Amin SB, Aminou B, Ammerpohl O, Anderson MJ, Ang Y, Antonello D, Anur P, Aparicio S, Appelbaum EL, Arai Y, Aretz A, Arihiro K, Ariizumi SI, Armenia J, Arnould L, Asa S, Assenov Y, Atwal G, Aukema S, Auman JT, Aure MRR, Awadalla P, Aymerich M, Bader GD, Baez-Ortega A, Bailey MH, Bailey PJ, Balasundaram M, Balu S, Bandopadhayay P, Banks RE, Barbi S, Barbour AP, Barenboim J, Barnholtz-Sloan J, Barr H, Barrera E, Bartlett J, Bartolome J, Bassi C, Bathe OF, Baumhoer D, Bavi P, Baylin SB, Bazant W, Beardsmore D, Beck TA, Behjati S, Behren A, Niu B, Bell C, Beltran S, Benz C, Berchuck A, Bergmann AK, Bergstrom EN, Berman BP, Berney DM, Bernhart SH, Beroukhim R, Berrios M, Bersani S, Bertl J, Betancourt M, Bhandari V, Bhosle SG, Biankin AV, Bieg M, Bigner D, Binder H, Birney E, Birrer M, Biswas NK, Bjerkehagen B, Bodenheimer T, Boice L, Bonizzato G, De Bono JS, Boot A, Bootwalla MS, Borg A, Borkhardt A, Boroevich KA, Borozan I, Borst C, Bosenberg M, Bosio M, Boultwood J, Bourque G, Boutros PC, Bova GS, Bowen DT, Bowlby R, Bowtell DDL, Boyault S, Boyce R, Boyd J, Brazma A, Brennan P, Brewer DS, Brinkman AB, Bristow RG, Broaddus RR, Brock JE, Brock M, Broeks A, Brooks AN, Brooks D, Brors B, Brunak S, Bruxner TJC, Bruzos AL, Buchanan A, Buchhalter I, Buchholz C, Bullman S, Burke H, Burkhardt B, Burns KH, Busanovich J, Bustamante CD, Butler AP, Butte AJ, Byrne NJ, Børresen-Dale AL, Caesar-Johnson SJ, Cafferkey A, Cahill D, Calabrese C, Caldas C, Calvo F, Camacho N, Campbell PJ, Campo E, Cantù C, Cao S, Carey TE, Carlevaro-Fita J, Carlsen R, Cataldo I, Cazzola M, Cebon J, Cerfolio R, Chadwick DE, Chakravarty D, Chalmers D, Chan CWY, Chan K, Chan-Seng-Yue M, Chandan VS, Chang DK, Chanock SJ, Chantrill LA, Chateigner A, Chatterjee N, Chayama K, Chen HW, Chen J, Chen K, Chen Y, Chen Z, Cherniack AD, Chien J, Chiew YE, Chin SF, Cho J, Cho S, Choi JK, Choi W, Chomienne C, Chong Z, Choo SP, Chou A, Christ AN, Christie EL, Chuah E, Cibulskis C, Cibulskis K, Cingarlini S, Clapham P, Claviez A, Cleary S, Cloonan N, Cmero M, Collins CC, Connor AA, Cooke SL, Cooper CS, Cope L, Corbo V, Cordes MG, Cordner SM, Cortés-Ciriano I, Covington K, Cowin PA, Craft B, Craft D, Creighton CJ, Cun Y, Curley E, Cutcutache I, Czajka K, Czerniak B, Dagg RA, Danilova L, Davi MV, Davidson NR, Davies H, Davis IJ, Davis-Dusenbery BN, Dawson KJ, De La Vega FM, De Paoli-Iseppi R, Defreitas T, Tos APD, Delaneau O, Demchok JA, Demeulemeester J, Demidov GM, Demircioğlu D, Dennis NM, Denroche RE, Dentro SC, Desai N, Deshpande V, Deshwar AG, Desmedt C, Deu-Pons J, Dhalla N, Dhani NC, Dhingra P, Dhir R, DiBiase A, Diamanti K, Ding L, Ding S, Dinh HQ, Dirix L, Doddapaneni H, Donmez N, Dow MT, Drapkin R, Drechsel O, Drews RM, Serge S, Dudderidge T, 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Hofmann O, Holbrook A, Holik AZ, Hollingsworth MA, Holmes O, Holt RA, Hong C, Hong EP, Hong JH, Hooijer GK, Hornshøj H, Hosoda F, Hou Y, Hovestadt V, Howat W, Hoyle AP, Hruban RH, Hu J, Hu T, Hua X, Huang KL, Huang M, Huang MN, Huang V, Huang Y, Huber W, Hudson TJ, Hummel M, Hung JA, Huntsman D, Hupp TR, Huse J, Huska MR, Hutter B, Hutter CM, Hübschmann D, Iacobuzio-Donahue CA, Imbusch CD, Imielinski M, Imoto S, Isaacs WB, Isaev K, Ishikawa S, Iskar M, Islam SMA, Ittmann M, Ivkovic S, Izarzugaza JMG, Jacquemier J, Jakrot V, Jamieson NB, Jang GH, Jang SJ, Jayaseelan JC, Jayasinghe R, Jefferys SR, Jegalian K, Jennings JL, Jeon SH, Jerman L, Ji Y, Jiao W, Johansson PA, Johns AL, Johns J, Johnson R, Johnson TA, Jolly C, Joly Y, Jonasson JG, Jones CD, Jones DR, Jones DTW, Jones N, Jones SJM, Jonkers J, Ju YS, Juhl H, Jung J, Juul M, Juul RI, Juul S, Jäger N, Kabbe R, Kahles A, Kahraman A, Kaiser VB, Kakavand H, Kalimuthu S, von Kalle C, Kang KJ, Karaszi K, Karlan B, Karlić R, Karsch D, Kasaian K, Kassahn KS, Katai H, Kato M, Katoh H, Kawakami Y, Kay JD, Kazakoff SH, Kazanov MD, Keays M, Kebebew E, Kefford RF, Kellis M, Kench JG, Kennedy CJ, Kerssemakers JNA, Khoo D, Khoo V, Khuntikeo N, Khurana E, Kilpinen H, Kim HK, Kim HL, Kim HY, Kim H, Kim J, Kim J, Kim JK, Kim Y, King TA, Klapper W, Kleinheinz K, Klimczak LJ, Knappskog S, Kneba M, Knoppers BM, Koh Y, Komorowski J, Komura D, Komura M, Kong G, Kool M, Korbel JO, Korchina V, Korshunov A, Koscher M, Koster R, Kote-Jarai Z, Koures A, Kovacevic M, Kremeyer B, Kretzmer H, Kreuz M, Krishnamurthy S, Kube D, Kumar K, Kumar P, Kumar S, Kumar Y, Kundra R, Kübler K, Küppers R, Lagergren J, Lai PH, Laird PW, Lakhani SR, Lalansingh CM, Lalonde E, Lamaze FC, Lambert A, Lander E, Landgraf P, Landoni L, Langerød A, Lanzós A, Larsimont D, Larsson E, Lathrop M, Lau LMS, Lawerenz C, Lawlor RT, Lawrence MS, Lazar AJ, Lazic AM, Le X, Lee D, Lee D, Lee EA, Lee HJ, Lee JJK, Lee JY, Lee J, Lee MTM, Lee-Six H, Lehmann KV, Lehrach H, Lenze D, Leonard CR, Leongamornlert DA, Leshchiner I, Letourneau L, Letunic I, Levine DA, Lewis L, Ley T, Li C, Li CH, Li HI, Li J, Li L, Li S, Li S, Li X, Li X, Li X, Li Y, Liang H, Liang SB, Lichter P, Lin P, Lin Z, Linehan WM, Lingjærde OC, Liu D, Liu EM, Liu FFF, Liu F, Liu J, Liu X, Livingstone J, Livitz D, Livni N, Lochovsky L, Loeffler M, Long GV, Lopez-Guillermo A, Lou S, Louis DN, Lovat LB, Lu Y, Lu YJ, Lu Y, Luchini C, Lungu I, Luo X, Luxton HJ, Lynch AG, Lype L, López C, López-Otín C, Ma EZ, Ma Y, MacGrogan G, MacRae S, Macintyre G, Madsen T, Maejima K, Mafficini A, Maglinte DT, Maitra A, Majumder PP, Malcovati L, Malikic S, Malleo G, Mann GJ, Mantovani-Löffler L, Marchal K, Marchegiani G, Mardis ER, Margolin AA, Marin MG, Markowetz F, Markowski J, Marks J, Marques-Bonet T, Marra MA, Marsden L, Martens JWM, Martin S, Martin-Subero JI, Martincorena I, Martinez-Fundichely A, Maruvka YE, Mashl RJ, Massie CE, Matthew TJ, Matthews L, Mayer E, Mayes S, Mayo M, Mbabaali F, McCune K, McDermott U, McGillivray PD, McLellan MD, McPherson JD, McPherson JR, McPherson TA, Meier SR, Meng A, Meng S, Menzies A, Merrett ND, Merson S, Meyerson M, Meyerson W, Mieczkowski PA, Mihaiescu GL, Mijalkovic S, Mikkelsen T, Milella M, Mileshkin L, Miller CA, Miller DK, Miller JK, Mills GB, Milovanovic A, Minner S, Miotto M, Arnau GM, Mirabello L, Mitchell C, Mitchell TJ, Miyano S, Miyoshi N, Mizuno S, Molnár-Gábor F, Moore MJ, Moore RA, Morganella S, Morris QD, Morrison C, Mose LE, Moser CD, Muiños F, Mularoni L, Mungall AJ, Mungall K, Musgrove EA, Mustonen V, Mutch D, Muyas F, Muzny DM, Muñoz A, Myers J, Myklebost O, Möller P, Nagae G, Nagrial AM, Nahal-Bose HK, Nakagama H, Nakagawa H, Nakamura H, Nakamura T, Nakano K, Nandi T, Nangalia J, Nastic M, Navarro A, Navarro FCP, Neal DE, Nettekoven G, Newell F, Newhouse SJ, Newton Y, Ng AWT, Ng A, Nicholson J, Nicol D, Nie Y, Nielsen GP, Nielsen MM, Nik-Zainal S, Noble MS, Nones K, Northcott PA, Notta F, O’Connor BD, O’Donnell P, O’Donovan M, O’Meara S, O’Neill BP, O’Neill JR, Ocana D, Ochoa A, Oesper L, Ogden C, Ohdan H, Ohi K, Ohno-Machado L, Oien KA, Ojesina AI, Ojima H, Okusaka T, Omberg L, Ong CK, Ossowski S, Ott G, Ouellette BFF, P’ng C, Paczkowska M, Paiella S, Pairojkul C, Pajic M, Pan-Hammarström Q, Papaemmanuil E, Papatheodorou I, Paramasivam N, Park JW, Park JW, Park K, Park K, Park PJ, Parker JS, Parsons SL, Pass H, Pasternack D, Pastore A, Patch AM, Pauporté I, Pea A, Pearson JV, Pedamallu CS, Pedersen JS, Pederzoli P, Peifer M, Pennell NA, Perou CM, Perry MD, Petersen GM, Peto M, Petrelli N, Petryszak R, Pfister SM, Phillips M, Pich O, Pickett HA, Pihl TD, Pillay N, Pinder S, Pinese M, Pinho AV, Pitkänen E, Pivot X, Piñeiro-Yáñez E, Planko L, Plass C, Polak P, Pons T, Popescu I, Potapova O, Prasad A, Preston SR, Prinz M, Pritchard AL, Prokopec SD, Provenzano E, Puente XS, Puig S, Puiggròs M, Pulido-Tamayo S, Pupo GM, Purdie CA, Quinn MC, Rabionet R, Rader JS, Radlwimmer B, Radovic P, Raeder B, Raine KM, Ramakrishna M, Ramakrishnan K, Ramalingam S, Raphael BJ, Rathmell WK, Rausch T, Reifenberger G, Reimand J, Reis-Filho J, Reuter V, Reyes-Salazar I, Reyna MA, Reynolds SM, Rheinbay E, Riazalhosseini Y, Richardson AL, Richter J, Ringel M, Ringnér M, Rino Y, Rippe K, Roach J, Roberts LR, Roberts ND, Roberts SA, Robertson AG, Robertson AJ, Rodriguez JB, Rodriguez-Martin B, Rodríguez-González FG, Roehrl MHA, Rohde M, Rokutan H, Romieu G, Rooman I, Roques T, Rosebrock D, Rosenberg M, Rosenstiel PC, Rosenwald A, Rowe EW, Royo R, Rozen SG, Rubanova Y, Rubin MA, Rubio-Perez C, Rudneva VA, Rusev BC, Ruzzenente A, Rätsch G, Sabarinathan R, Sabelnykova VY, Sadeghi S, Sahinalp SC, Saini N, Saito-Adachi M, Saksena G, Salcedo A, Salgado R, Salichos L, Sallari R, Saller C, Salvia R, Sam M, Samra JS, Sanchez-Vega F, Sander C, Sanders G, Sarin R, Sarrafi I, Sasaki-Oku A, Sauer T, Sauter G, Saw RPM, Scardoni M, Scarlett CJ, Scarpa A, Scelo G, Schadendorf D, Schein JE, Schilhabel MB, Schlesner M, Schlomm T, Schmidt HK, Schramm SJ, Schreiber S, Schultz N, Schumacher SE, Schwarz RF, Scolyer RA, Scott D, Scully R, Seethala R, Segre AV, Selander I, Semple CA, Senbabaoglu Y, Sengupta S, Sereni E, Serra S, Sgroi DC, Shackleton M, Shah NC, Shahabi S, Shang CA, Shang P, Shapira O, Shelton T, Shen C, Shen H, Shepherd R, Shi R, Shi Y, Shiah YJ, Shibata T, Shih J, Shimizu E, Shimizu K, Shin SJ, Shiraishi Y, Shmaya T, Shmulevich I, Shorser SI, Short C, Shrestha R, Shringarpure SS, Shriver C, Shuai S, Sidiropoulos N, Siebert R, Sieuwerts AM, Sieverling L, Signoretti S, Sikora KO, Simbolo M, Simon R, Simons JV, Simpson JT, Simpson PT, Singer S, Sinnott-Armstrong N, Sipahimalani P, Skelly TJ, Smid M, Smith J, Smith-McCune K, Socci ND, Sofia HJ, Soloway MG, Song L, Sood AK, Sothi S, Sotiriou C, Soulette CM, Span PN, Spellman PT, Sperandio N, Spillane AJ, Spiro O, Spring J, Staaf J, Stadler PF, Staib P, Stark SG, Stebbings L, Stefánsson ÓA, Stegle O, Stein LD, Stenhouse A, Stewart C, Stilgenbauer S, Stobbe MD, Stratton MR, Stretch JR, Struck AJ, Stuart JM, Stunnenberg HG, Su H, Su X, Sun RX, Sungalee S, Susak H, Suzuki A, Sweep F, Szczepanowski M, Sültmann H, Yugawa T, Tam A, Tamborero D, Tan BKT, Tan D, Tan P, Tanaka H, Taniguchi H, Tanskanen TJ, Tarabichi M, Tarnuzzer R, Tarpey P, Taschuk ML, Tatsuno K, Tavaré S, Taylor DF, Taylor-Weiner A, Teague JW, Teh BT, Tembe V, Temes J, Thai K, Thayer SP, Thiessen N, Thomas G, Thomas S, Thompson A, Thompson AM, Thompson JFF, Thompson RH, Thorne H, Thorne LB, Thorogood A, Tiao G, Tijanic N, Timms LE, Tirabosco R, Tojo M, Tommasi S, Toon CW, Toprak UH, Torrents D, Tortora G, Tost J, Totoki Y, Townend D, Traficante N, Treilleux I, Trotta JR, Trümper LHP, Tsao M, Tsunoda T, Tubio JMC, Tucker O, Turkington R, Turner DJ, Tutt A, Ueno M, Ueno NT, Umbricht C, Umer HM, Underwood TJ, Urban L, Urushidate T, Ushiku T, Uusküla-Reimand L, Valencia A, Van Den Berg DJ, Van Laere S, Van Loo P, Van Meir EG, Van den Eynden GG, Van der Kwast T, Vasudev N, Vazquez M, Vedururu R, Veluvolu U, Vembu S, Verbeke LPC, Vermeulen P, Verrill C, Viari A, Vicente D, Vicentini C, VijayRaghavan K, Viksna J, Vilain RE, Villasante I, Vincent-Salomon A, Visakorpi T, Voet D, Vyas P, Vázquez-García I, Waddell NM, Waddell N, Wadelius C, Wadi L, Wagener R, Wala JA, Wang J, Wang J, Wang L, Wang Q, Wang W, Wang Y, Wang Z, Waring PM, Warnatz HJ, Warrell J, Warren AY, Waszak SM, Wedge DC, Weichenhan D, Weinberger P, Weinstein JN, Weischenfeldt J, Weisenberger DJ, Welch I, Wendl MC, Werner J, Whalley JP, Wheeler DA, Whitaker HC, Wigle D, Wilkerson MD, Williams A, Wilmott JS, Wilson GW, Wilson JM, Wilson RK, Winterhoff B, Wintersinger JA, Wiznerowicz M, Wolf S, Wong BH, Wong T, Wong W, Woo Y, Wood S, Wouters BG, Wright AJ, Wright DW, Wright MH, Wu CL, Wu DY, Wu G, Wu J, Wu K, Wu Y, Wu Z, Xi L, Xia T, Xiang Q, Xiao X, Xing R, Xiong H, Xu Q, Xu Y, Xue H, Yachida S, Yakneen S, Yamaguchi R, Yamaguchi TN, Yamamoto M, Yamamoto S, Yamaue H, Yang F, Yang H, Yang JY, Yang L, Yang L, Yang S, Yang TP, Yang Y, Yao X, Yaspo ML, Yates L, Yau C, Ye C, Ye K, Yellapantula VD, Yoon CJ, Yoon SS, Yousif F, Yu J, Yu K, Yu W, Yu Y, Yuan K, Yuan Y, Yuen D, Yung CK, Zaikova O, Zamora J, Zapatka M, Zenklusen JC, Zenz T, Zeps N, Zhang CZ, Zhang F, Zhang H, Zhang H, Zhang H, Zhang J, Zhang J, Zhang J, Zhang X, Zhang X, Zhang Y, Zhang Z, Zhao Z, Zheng L, Zheng X, Zhou W, Zhou Y, Zhu B, Zhu H, Zhu J, Zhu S, Zou L, Zou X, deFazio A, van As N, van Deurzen CHM, van de Vijver MJ, van’t Veer L, von Mering C. Pan-cancer analysis of whole genomes. Nature 2020; 578:82-93. [PMID: 32025007 PMCID: PMC7025898 DOI: 10.1038/s41586-020-1969-6] [Citation(s) in RCA: 1435] [Impact Index Per Article: 358.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2018] [Accepted: 12/11/2019] [Indexed: 02/07/2023]
Abstract
Cancer is driven by genetic change, and the advent of massively parallel sequencing has enabled systematic documentation of this variation at the whole-genome scale1-3. Here we report the integrative analysis of 2,658 whole-cancer genomes and their matching normal tissues across 38 tumour types from the Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium of the International Cancer Genome Consortium (ICGC) and The Cancer Genome Atlas (TCGA). We describe the generation of the PCAWG resource, facilitated by international data sharing using compute clouds. On average, cancer genomes contained 4-5 driver mutations when combining coding and non-coding genomic elements; however, in around 5% of cases no drivers were identified, suggesting that cancer driver discovery is not yet complete. Chromothripsis, in which many clustered structural variants arise in a single catastrophic event, is frequently an early event in tumour evolution; in acral melanoma, for example, these events precede most somatic point mutations and affect several cancer-associated genes simultaneously. Cancers with abnormal telomere maintenance often originate from tissues with low replicative activity and show several mechanisms of preventing telomere attrition to critical levels. Common and rare germline variants affect patterns of somatic mutation, including point mutations, structural variants and somatic retrotransposition. A collection of papers from the PCAWG Consortium describes non-coding mutations that drive cancer beyond those in the TERT promoter4; identifies new signatures of mutational processes that cause base substitutions, small insertions and deletions and structural variation5,6; analyses timings and patterns of tumour evolution7; describes the diverse transcriptional consequences of somatic mutation on splicing, expression levels, fusion genes and promoter activity8,9; and evaluates a range of more-specialized features of cancer genomes8,10-18.
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Chou A, Froio D, Nagrial AM, Parkin A, Murphy KJ, Chin VT, Wohl D, Steinmann A, Stark R, Drury A, Walters SN, Vennin C, Burgess A, Pinese M, Chantrill LA, Cowley MJ, Molloy TJ, Waddell N, Johns A, Grimmond SM, Chang DK, Biankin AV, Sansom OJ, Morton JP, Grey ST, Cox TR, Turchini J, Samra J, Clarke SJ, Timpson P, Gill AJ, Pajic M. Tailored first-line and second-line CDK4-targeting treatment combinations in mouse models of pancreatic cancer. Gut 2018; 67:2142-2155. [PMID: 29080858 PMCID: PMC6241608 DOI: 10.1136/gutjnl-2017-315144] [Citation(s) in RCA: 83] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2017] [Revised: 09/27/2017] [Accepted: 09/28/2017] [Indexed: 01/05/2023]
Abstract
OBJECTIVE Extensive molecular heterogeneity of pancreatic ductal adenocarcinoma (PDA), few effective therapies and high mortality make this disease a prime model for advancing development of tailored therapies. The p16-cyclin D-cyclin-dependent kinase 4/6-retinoblastoma (RB) protein (CDK4) pathway, regulator of cell proliferation, is deregulated in PDA. Our aim was to develop a novel personalised treatment strategy for PDA based on targeting CDK4. DESIGN Sensitivity to potent CDK4/6 inhibitor PD-0332991 (palbociclib) was correlated to protein and genomic data in 19 primary patient-derived PDA lines to identify biomarkers of response. In vivo efficacy of PD-0332991 and combination therapies was determined in subcutaneous, intrasplenic and orthotopic tumour models derived from genome-sequenced patient specimens and genetically engineered model. Mechanistically, monotherapy and combination therapy were investigated in the context of tumour cell and extracellular matrix (ECM) signalling. Prognostic relevance of companion biomarker, RB protein, was evaluated and validated in independent PDA patient cohorts (>500 specimens). RESULTS Subtype-specific in vivo efficacy of PD-0332991-based therapy was for the first time observed at multiple stages of PDA progression: primary tumour growth, recurrence (second-line therapy) and metastatic setting and may potentially be guided by a simple biomarker (RB protein). PD-0332991 significantly disrupted surrounding ECM organisation, leading to increased quiescence, apoptosis, improved chemosensitivity, decreased invasion, metastatic spread and PDA progression in vivo. RB protein is prevalent in primary operable and metastatic PDA and may present a promising predictive biomarker to guide this therapeutic approach. CONCLUSION This study demonstrates the promise of CDK4 inhibition in PDA over standard therapy when applied in a molecular subtype-specific context.
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Affiliation(s)
- Angela Chou
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- Faculty of Medicine, St Vincent’s Clinical School, University of NSW, Sydney, New South Wales, Australia
- Department of Anatomical Pathology, SYDPATH, Darlinghurst, Australia
| | - Danielle Froio
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Adnan M Nagrial
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- Crown Princess Mary Cancer Centre, Westmead Hospital, Sydney, New South Wales, Australia
| | - Ashleigh Parkin
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Kendelle J Murphy
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Venessa T Chin
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Dalia Wohl
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Angela Steinmann
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Rhys Stark
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Alison Drury
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Stacey N Walters
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Claire Vennin
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Andrew Burgess
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- Faculty of Medicine, St Vincent’s Clinical School, University of NSW, Sydney, New South Wales, Australia
| | - Mark Pinese
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Lorraine A Chantrill
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- St. Vincent’s Hospital, Darlinghurst, Australia
| | - Mark J Cowley
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Timothy J Molloy
- St Vincent’s Centre for Applied Medical Research, Darlinghurst, New South Wales, Australia
| | | | - Nicola Waddell
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, Queensland, Australia
| | - Amber Johns
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | | | - David K Chang
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, UK
| | - Andrew V Biankin
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, UK
| | - Owen J Sansom
- Department of Surgery, Cancer Research UK, Beatson Institute, Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Jennifer P Morton
- Department of Surgery, Cancer Research UK, Beatson Institute, Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Shane T Grey
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- Faculty of Medicine, St Vincent’s Clinical School, University of NSW, Sydney, New South Wales, Australia
| | - Thomas R Cox
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - John Turchini
- Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
- Department of Anatomical Pathology, Royal North Shore Hospital, Sydney, New South Wales, Australia
- Cancer Diagnosis and Pathology Research Group, Kolling Institute of Medical Research, New South Wales, Australia
| | - Jaswinder Samra
- Department of Surgery, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - Stephen J Clarke
- Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
| | - Paul Timpson
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- Faculty of Medicine, St Vincent’s Clinical School, University of NSW, Sydney, New South Wales, Australia
| | - Anthony J Gill
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
- Department of Anatomical Pathology, Royal North Shore Hospital, Sydney, New South Wales, Australia
- Cancer Diagnosis and Pathology Research Group, Kolling Institute of Medical Research, New South Wales, Australia
| | - Marina Pajic
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- Faculty of Medicine, St Vincent’s Clinical School, University of NSW, Sydney, New South Wales, Australia
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Parkin A, Man J, Chou A, Nagrial AM, Samra J, Gill AJ, Timpson P, Pajic M. The Evolving Understanding of the Molecular and Therapeutic Landscape of Pancreatic Ductal Adenocarcinoma. Diseases 2018; 6:diseases6040103. [PMID: 30428574 PMCID: PMC6313363 DOI: 10.3390/diseases6040103] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Revised: 11/07/2018] [Accepted: 11/08/2018] [Indexed: 12/18/2022] Open
Abstract
Pancreatic cancer is the third leading cause of cancer-related deaths, characterised by poor survival, marked molecular heterogeneity and high intrinsic and acquired chemoresistance. Only 10⁻20% of pancreatic cancer patients present with surgically resectable disease and even then, 80% die within 5 years. Our increasing understanding of the genomic heterogeneity of cancer suggests that the failure of definitive clinical trials to demonstrate efficacy in the majority of cases is likely due to the low proportion of responsive molecular subtypes. As a consequence, novel treatment strategies to approach this disease are urgently needed. Significant developments in the field of precision oncology have led to increasing molecular stratification of cancers into subtypes, where individual cancers are selected for optimal therapy depending on their molecular or genomic fingerprint. This review provides an overview of the current status of clinically used and emerging treatment strategies, and discusses the advances in and the potential for the implementation of precision medicine in this highly lethal malignancy, for which there are currently no curative systemic therapies.
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Affiliation(s)
- Ashleigh Parkin
- The Kinghorn Cancer Centre, The Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, NSW 2010, Australia.
| | - Jennifer Man
- The Kinghorn Cancer Centre, The Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, NSW 2010, Australia.
| | - Angela Chou
- The Kinghorn Cancer Centre, The Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, NSW 2010, Australia.
- University of Sydney, Sydney, NSW 2006, Australia.
| | - Adnan M Nagrial
- The Kinghorn Cancer Centre, The Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, NSW 2010, Australia.
- Crown Princess Mary Cancer Centre, Westmead Hospital, Sydney, NSW 2145, Australia.
| | - Jaswinder Samra
- Department of Surgery, Royal North Shore Hospital, St Leonards, Sydney, NSW 2065, Australia.
| | - Anthony J Gill
- The Kinghorn Cancer Centre, The Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, NSW 2010, Australia.
- University of Sydney, Sydney, NSW 2006, Australia.
- Department of Anatomical Pathology, Royal North Shore Hospital, St Leonards, Sydney, NSW 2065, Australia.
- Cancer Diagnosis and Pathology Research Group, Kolling Institute of Medical Research, St Leonards, NSW 2065, Australia.
| | - Paul Timpson
- The Kinghorn Cancer Centre, The Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, NSW 2010, Australia.
- St Vincent's Clinical School, Faculty of Medicine, University of NSW, Sydney, NSW 2010, Australia.
| | - Marina Pajic
- The Kinghorn Cancer Centre, The Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, NSW 2010, Australia.
- St Vincent's Clinical School, Faculty of Medicine, University of NSW, Sydney, NSW 2010, Australia.
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8
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Pokorny AMJ, Chin VT, Nagrial AM, Yip D, Chantrill LA. Metastatic pancreatic ductal adenocarcinoma: diagnosis and treatment with a view to the future. Intern Med J 2018; 48:637-644. [PMID: 29898269 DOI: 10.1111/imj.13810] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2017] [Revised: 12/18/2017] [Accepted: 12/19/2017] [Indexed: 01/03/2023]
Abstract
Metastatic pancreatic ductal adenocarcinoma (mPDAC) is a lethal disease with a poor 5-year survival. Systemic treatments can be used to control symptoms and prolong life. Cytotoxic chemotherapies are commonly administered, with combination treatments, such as fluorouracil, folinic acid, irinotecan and oxaliplatin (FOLFIRINOX) or nab-paclitaxel and gemcitabine showing the largest clinical benefits. Newer genomic classifications of PDAC may provide a rationale for targeted therapies or immunotherapies, although at present these remain largely experimental. This review discusses the evidence behind the currently used regimens, while introducing the potential future of pancreatic cancer care.
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Affiliation(s)
- Adrian M J Pokorny
- Department of Medical Oncology, The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia.,Department of Medical Oncology, Chris O'Brien Lifehouse, Camperdown, New South Wales, Australia.,Central Clinical School, University of Sydney, New South Wales, Australia
| | - Venessa T Chin
- Department of Medical Oncology, The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia.,Garvan Institute of Medical Research, New South Wales, Australia
| | - Adnan M Nagrial
- Department of Medical Oncology, Crown Princess Mary Cancer Centre, Sydney, New South Wales, Australia.,University of Sydney Westmead Clinical School, Sydney, New South Wales, Australia
| | - Desmond Yip
- Department of Medical Oncology, The Canberra Hospital, Canberra, Australian Capital Territory, Australia.,Australian National University Medical School, Canberra, Australian Capital Territory, Australia
| | - Lorraine A Chantrill
- Department of Medical Oncology, The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia.,Garvan Institute of Medical Research, New South Wales, Australia
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9
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Scarpa A, Chang DK, Nones K, Corbo V, Patch AM, Bailey P, Lawlor RT, Johns AL, Miller DK, Mafficini A, Rusev B, Scardoni M, Antonello D, Barbi S, Sikora KO, Cingarlini S, Vicentini C, McKay S, Quinn MCJ, Bruxner TJC, Christ AN, Harliwong I, Idrisoglu S, McLean S, Nourse C, Nourbakhsh E, Wilson PJ, Anderson MJ, Fink JL, Newell F, Waddell N, Holmes O, Kazakoff SH, Leonard C, Wood S, Xu Q, Hiriyur Nagaraj S, Amato E, Dalai I, Bersani S, Cataldo I, Dei Tos AP, Capelli P, Vittoria Davì M, Landoni L, Malpaga A, Miotto M, Whitehall VLJ, Leggett BA, Harris JL, Harris J, Jones MD, Humphris J, Chantrill LA, Chin V, Nagrial AM, Pajic M, Scarlett CJ, Pinho A, Rooman I, Toon C, Wu J, Pinese M, Cowley M, Barbour A, Mawson A, Humphrey ES, Colvin EK, Chou A, Lovell JA, Jamieson NB, Duthie F, Gingras MC, Fisher WE, Dagg RA, Lau LMS, Lee M, Pickett HA, Reddel RR, Samra JS, Kench JG, Merrett ND, Epari K, Nguyen NQ, Zeps N, Falconi M, Simbolo M, Butturini G, Van Buren G, Partelli S, Fassan M, Khanna KK, Gill AJ, Wheeler DA, Gibbs RA, Musgrove EA, Bassi C, Tortora G, Pederzoli P, Pearson JV, Waddell N, Biankin AV, Grimmond SM. Corrigendum: Whole-genome landscape of pancreatic neuroendocrine tumours. Nature 2017; 550:548. [PMID: 28953865 DOI: 10.1038/nature24026] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
This corrects the article DOI: 10.1038/nature21063.
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10
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Vennin C, Chin VT, Warren SC, Lucas MC, Herrmann D, Magenau A, Melenec P, Walters SN, Del Monte-Nieto G, Conway JRW, Nobis M, Allam AH, McCloy RA, Currey N, Pinese M, Boulghourjian A, Zaratzian A, Adam AAS, Heu C, Nagrial AM, Chou A, Steinmann A, Drury A, Froio D, Giry-Laterriere M, Harris NLE, Phan T, Jain R, Weninger W, McGhee EJ, Whan R, Johns AL, Samra JS, Chantrill L, Gill AJ, Kohonen-Corish M, Harvey RP, Biankin AV, Evans TRJ, Anderson KI, Grey ST, Ormandy CJ, Gallego-Ortega D, Wang Y, Samuel MS, Sansom OJ, Burgess A, Cox TR, Morton JP, Pajic M, Timpson P. Transient tissue priming via ROCK inhibition uncouples pancreatic cancer progression, sensitivity to chemotherapy, and metastasis. Sci Transl Med 2017; 9:eaai8504. [PMID: 28381539 PMCID: PMC5777504 DOI: 10.1126/scitranslmed.aai8504] [Citation(s) in RCA: 181] [Impact Index Per Article: 25.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2016] [Revised: 12/21/2016] [Accepted: 03/04/2017] [Indexed: 12/18/2022]
Abstract
The emerging standard of care for patients with inoperable pancreatic cancer is a combination of cytotoxic drugs gemcitabine and Abraxane, but patient response remains moderate. Pancreatic cancer development and metastasis occur in complex settings, with reciprocal feedback from microenvironmental cues influencing both disease progression and drug response. Little is known about how sequential dual targeting of tumor tissue tension and vasculature before chemotherapy can affect tumor response. We used intravital imaging to assess how transient manipulation of the tumor tissue, or "priming," using the pharmaceutical Rho kinase inhibitor Fasudil affects response to chemotherapy. Intravital Förster resonance energy transfer imaging of a cyclin-dependent kinase 1 biosensor to monitor the efficacy of cytotoxic drugs revealed that priming improves pancreatic cancer response to gemcitabine/Abraxane at both primary and secondary sites. Transient priming also sensitized cells to shear stress and impaired colonization efficiency and fibrotic niche remodeling within the liver, three important features of cancer spread. Last, we demonstrate a graded response to priming in stratified patient-derived tumors, indicating that fine-tuned tissue manipulation before chemotherapy may offer opportunities in both primary and metastatic targeting of pancreatic cancer.
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Affiliation(s)
- Claire Vennin
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Venessa T Chin
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Sean C Warren
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Morghan C Lucas
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - David Herrmann
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Astrid Magenau
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Pauline Melenec
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Stacey N Walters
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Gonzalo Del Monte-Nieto
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
- Developmental and Stem Cell Biology Division, Victor Chang Cardiac Research Institute, Sydney, New South Wales 2010, Australia
| | - James R W Conway
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Max Nobis
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Amr H Allam
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Rachael A McCloy
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Nicola Currey
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Mark Pinese
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Alice Boulghourjian
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
| | - Anaiis Zaratzian
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
| | - Arne A S Adam
- Developmental and Stem Cell Biology Division, Victor Chang Cardiac Research Institute, Sydney, New South Wales 2010, Australia
| | - Celine Heu
- Biomedical Imaging Facility, Mark Wainwright Analytical Centre, Lowy Cancer Research Centre, University of New South Wales, Sydney, New South Wales 2052, Australia
| | - Adnan M Nagrial
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
| | - Angela Chou
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
- Department of Pathology, St. Vincent's Hospital, Sydney, New South Wales 2010, Australia
| | - Angela Steinmann
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
| | - Alison Drury
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
| | - Danielle Froio
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
| | - Marc Giry-Laterriere
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Nathanial L E Harris
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong, New South Wales 2522, Australia
| | - Tri Phan
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Rohit Jain
- Immune Imaging Program, Centenary Institute, University of Sydney, Sydney, New South Wales 2006, Australia
- University of Sydney Medical School, Sydney, New South Wales 2006, Australia
| | - Wolfgang Weninger
- Immune Imaging Program, Centenary Institute, University of Sydney, Sydney, New South Wales 2006, Australia
- University of Sydney Medical School, Sydney, New South Wales 2006, Australia
- Department of Dermatology, Royal Prince Alfred Hospital, Camperdown, New South Wales 2050, Australia
| | - Ewan J McGhee
- Cancer Research UK Beatson Institute, Glasgow, Scotland G61 BD, U.K
| | - Renee Whan
- Developmental and Stem Cell Biology Division, Victor Chang Cardiac Research Institute, Sydney, New South Wales 2010, Australia
| | - Amber L Johns
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- Cancer Diagnosis and Pathology Research Group, Kolling Institute of Medical Research and Royal North Shore Hospital, Sydney, New South Wales 2065, Australia
- University of Sydney, Sydney, New South Wales 2006, Australia
- Australian Pancreatic Cancer Genome Initiative
| | - Jaswinder S Samra
- Cancer Research UK Beatson Institute, Glasgow, Scotland G61 BD, U.K
- Australian Pancreatic Cancer Genome Initiative
- Department of Surgery, Royal North Shore Hospital, Sydney, New South Wales 2065, Australia
| | - Lorraine Chantrill
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- Australian Pancreatic Cancer Genome Initiative
- Department of Surgery, Royal North Shore Hospital, Sydney, New South Wales 2065, Australia
| | - Anthony J Gill
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- Cancer Diagnosis and Pathology Research Group, Kolling Institute of Medical Research and Royal North Shore Hospital, Sydney, New South Wales 2065, Australia
- University of Sydney, Sydney, New South Wales 2006, Australia
- Australian Pancreatic Cancer Genome Initiative
- Macarthur Cancer Therapy Centre, Campbelltown Hospital, Sydney, New South Wales 2560, Australia
| | - Maija Kohonen-Corish
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
- School of Medicine, Western Sydney University, Penrith, Sydney, New South Wales 2751, Australia
| | - Richard P Harvey
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
- Developmental and Stem Cell Biology Division, Victor Chang Cardiac Research Institute, Sydney, New South Wales 2010, Australia
- School of Biotechnology and Biomolecular Science, University of New South Wales, Sydney, New South Wales 2052, Australia
| | - Andrew V Biankin
- Australian Pancreatic Cancer Genome Initiative
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Scotland G61 BD, U.K
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Scotland G61 BD, U.K
| | - T R Jeffry Evans
- Cancer Research UK Beatson Institute, Glasgow, Scotland G61 BD, U.K
| | - Kurt I Anderson
- Cancer Research UK Beatson Institute, Glasgow, Scotland G61 BD, U.K
| | - Shane T Grey
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Christopher J Ormandy
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - David Gallego-Ortega
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Yingxiao Wang
- Department of Bioengineering, Institute of Engineering in Medicine, University of California, San Diego, San Diego, CA 92121, USA
| | - Michael S Samuel
- Centre for Cancer Biology, SA Pathology and University of South Australia School of Medicine, University of Adelaide, Adelaide, South Australia 5000, Australia
| | - Owen J Sansom
- Cancer Research UK Beatson Institute, Glasgow, Scotland G61 BD, U.K
| | - Andrew Burgess
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Thomas R Cox
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | | | - Marina Pajic
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia.
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Paul Timpson
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia.
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
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11
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Scarpa A, Chang DK, Nones K, Corbo V, Patch AM, Bailey P, Lawlor RT, Johns AL, Miller DK, Mafficini A, Rusev B, Scardoni M, Antonello D, Barbi S, Sikora KO, Cingarlini S, Vicentini C, McKay S, Quinn MCJ, Bruxner TJC, Christ AN, Harliwong I, Idrisoglu S, McLean S, Nourse C, Nourbakhsh E, Wilson PJ, Anderson MJ, Fink JL, Newell F, Waddell N, Holmes O, Kazakoff SH, Leonard C, Wood S, Xu Q, Nagaraj SH, Amato E, Dalai I, Bersani S, Cataldo I, Dei Tos AP, Capelli P, Davì MV, Landoni L, Malpaga A, Miotto M, Whitehall VLJ, Leggett BA, Harris JL, Harris J, Jones MD, Humphris J, Chantrill LA, Chin V, Nagrial AM, Pajic M, Scarlett CJ, Pinho A, Rooman I, Toon C, Wu J, Pinese M, Cowley M, Barbour A, Mawson A, Humphrey ES, Colvin EK, Chou A, Lovell JA, Jamieson NB, Duthie F, Gingras MC, Fisher WE, Dagg RA, Lau LMS, Lee M, Pickett HA, Reddel RR, Samra JS, Kench JG, Merrett ND, Epari K, Nguyen NQ, Zeps N, Falconi M, Simbolo M, Butturini G, Van Buren G, Partelli S, Fassan M, Khanna KK, Gill AJ, Wheeler DA, Gibbs RA, Musgrove EA, Bassi C, Tortora G, Pederzoli P, Pearson JV, Waddell N, Biankin AV, Grimmond SM. Whole-genome landscape of pancreatic neuroendocrine tumours. Nature 2017; 543:65-71. [PMID: 28199314 DOI: 10.1038/nature21063] [Citation(s) in RCA: 578] [Impact Index Per Article: 82.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2016] [Accepted: 12/15/2016] [Indexed: 12/20/2022]
Abstract
The diagnosis of pancreatic neuroendocrine tumours (PanNETs) is increasing owing to more sensitive detection methods, and this increase is creating challenges for clinical management. We performed whole-genome sequencing of 102 primary PanNETs and defined the genomic events that characterize their pathogenesis. Here we describe the mutational signatures they harbour, including a deficiency in G:C > T:A base excision repair due to inactivation of MUTYH, which encodes a DNA glycosylase. Clinically sporadic PanNETs contain a larger-than-expected proportion of germline mutations, including previously unreported mutations in the DNA repair genes MUTYH, CHEK2 and BRCA2. Together with mutations in MEN1 and VHL, these mutations occur in 17% of patients. Somatic mutations, including point mutations and gene fusions, were commonly found in genes involved in four main pathways: chromatin remodelling, DNA damage repair, activation of mTOR signalling (including previously undescribed EWSR1 gene fusions), and telomere maintenance. In addition, our gene expression analyses identified a subgroup of tumours associated with hypoxia and HIF signalling.
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Affiliation(s)
- Aldo Scarpa
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona 37134, Italy
| | - David K Chang
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, UK
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney, New South Wales 2200, Australia
- South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Liverpool, New South Wales 2170, Australia
| | - Katia Nones
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Vincenzo Corbo
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Ann-Marie Patch
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Peter Bailey
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, UK
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Rita T Lawlor
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Amber L Johns
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - David K Miller
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Andrea Mafficini
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Borislav Rusev
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Maria Scardoni
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Davide Antonello
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Stefano Barbi
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Katarzyna O Sikora
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Sara Cingarlini
- Medical Oncology, University and Hospital Trust of Verona, Verona, Italy
| | - Caterina Vicentini
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Skye McKay
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Michael C J Quinn
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Timothy J C Bruxner
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Angelika N Christ
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Ivon Harliwong
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Senel Idrisoglu
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Suzanne McLean
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Craig Nourse
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, UK
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Ehsan Nourbakhsh
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Peter J Wilson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Matthew J Anderson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - J Lynn Fink
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Felicity Newell
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Nick Waddell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Oliver Holmes
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Stephen H Kazakoff
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Conrad Leonard
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Scott Wood
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Qinying Xu
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Shivashankar Hiriyur Nagaraj
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Eliana Amato
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Irene Dalai
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Samantha Bersani
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Ivana Cataldo
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Angelo P Dei Tos
- Department of Pathology, General Hospital of Treviso, Department of Medicine, University of Padua, Italy
| | - Paola Capelli
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Maria Vittoria Davì
- Department of Medicine, Section of Endocrinology, University and Hospital Trust of Verona, Verona, Italy
| | - Luca Landoni
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Anna Malpaga
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Marco Miotto
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Vicki L J Whitehall
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- The University of Queensland, School of Medicine, Brisbane 4006, Australia
- Pathology Queensland, Brisbane 4006, Australia
| | - Barbara A Leggett
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- The University of Queensland, School of Medicine, Brisbane 4006, Australia
- Royal Brisbane and Women's Hospital, Department of Gastroenterology and Hepatology, Brisbane 4006, Australia
| | - Janelle L Harris
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
| | - Jonathan Harris
- Institute of Health Biomedical Innovation, Queensland University of Technology, Brisbane, Australia
| | - Marc D Jones
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, UK
| | - Jeremy Humphris
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Lorraine A Chantrill
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Venessa Chin
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Adnan M Nagrial
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Marina Pajic
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Christopher J Scarlett
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- School of Environmental &Life Sciences, University of Newcastle, Ourimbah, New South Wales 2258, Australia
| | - Andreia Pinho
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Ilse Rooman
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Christopher Toon
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Jianmin Wu
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Centre for Cancer Bioinformatics, Peking University Cancer Hospital &Institute, Beijing 100142, China
| | - Mark Pinese
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Mark Cowley
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Andrew Barbour
- Department of Surgery, Princess Alexandra Hospital, Ipswich Rd, Woollongabba, Queensland 4102, Australia
| | - Amanda Mawson
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Emily S Humphrey
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Emily K Colvin
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Angela Chou
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- Department of Anatomical Pathology. St Vincent's Hospital, Sydney, New South Wales 2010, Australia
| | - Jessica A Lovell
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Nigel B Jamieson
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, UK
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK
- Academic Unit of Surgery, School of Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow Royal Infirmary, Glasgow G4 OSF, UK
| | - Fraser Duthie
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, UK
- Department of Pathology, Queen Elizabeth University Hospital, Greater Glasgow &Clyde NHS, Glasgow G51 4TF, UK
| | - Marie-Claude Gingras
- Department of Molecular and Human Genetics, Human Genome Sequencing Center, Baylor College of Medicine, One Baylor Plaza, MS226, Houston, Texas 77030-3411, USA
- Michael E. DeBakey Department of Surgery and The Elkins Pancreas Center, Baylor College of Medicine, One Baylor Plaza, Houston, Texas 77030-3411, USA
| | - William E Fisher
- Michael E. DeBakey Department of Surgery and The Elkins Pancreas Center, Baylor College of Medicine, One Baylor Plaza, Houston, Texas 77030-3411, USA
| | - Rebecca A Dagg
- Children's Hospital at Westmead, Westmead, New South Wales 2145, Australia
| | - Loretta M S Lau
- Children's Hospital at Westmead, Westmead, New South Wales 2145, Australia
| | - Michael Lee
- Children's Medical Research Institute, The University of Sydney, Westmead, New South Wales 2145, Australia
| | - Hilda A Pickett
- Children's Medical Research Institute, The University of Sydney, Westmead, New South Wales 2145, Australia
| | - Roger R Reddel
- Children's Medical Research Institute, The University of Sydney, Westmead, New South Wales 2145, Australia
| | - Jaswinder S Samra
- Department of Surgery, Royal North Shore Hospital, St Leonards, Sydney, New South Wales 2065, Australia
- University of Sydney. Sydney, New South Wales 2006, Australia
| | - James G Kench
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- University of Sydney. Sydney, New South Wales 2006, Australia
- Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital, Camperdown, New South Wales 2050, Australia
| | - Neil D Merrett
- Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney, New South Wales 2200, Australia
- School of Medicine, Western Sydney University, Penrith, New South Wales 2175, Australia
| | - Krishna Epari
- Department of Surgery, Fremantle Hospital, Alma Street, Fremantle, Western Australia 6160, Australia
| | - Nam Q Nguyen
- Department of Gastroenterology, Royal Adelaide Hospital, North Terrace, Adelaide, South Australia 5000, Australia
| | - Nikolajs Zeps
- School of Surgery M507, University of Western Australia, 35 Stirling Highway, Nedlands, Western Australia 6009, Australia
- St John of God Pathology, 12 Salvado Rd, Subiaco, Western Australia 6008, Australia
- Bendat Family Comprehensive Cancer Centre, St John of God Subiaco Hospital, Subiaco, Western Australia 6008, Australia
| | - Massimo Falconi
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Michele Simbolo
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Giovanni Butturini
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - George Van Buren
- Michael E. DeBakey Department of Surgery and The Elkins Pancreas Center, Baylor College of Medicine, One Baylor Plaza, Houston, Texas 77030-3411, USA
| | - Stefano Partelli
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Matteo Fassan
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Kum Kum Khanna
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
| | - Anthony J Gill
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- University of Sydney. Sydney, New South Wales 2006, Australia
| | - David A Wheeler
- Department of Molecular and Human Genetics, Human Genome Sequencing Center, Baylor College of Medicine, One Baylor Plaza, MS226, Houston, Texas 77030-3411, USA
| | - Richard A Gibbs
- Department of Molecular and Human Genetics, Human Genome Sequencing Center, Baylor College of Medicine, One Baylor Plaza, MS226, Houston, Texas 77030-3411, USA
| | - Elizabeth A Musgrove
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, UK
| | - Claudio Bassi
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Giampaolo Tortora
- Medical Oncology, University and Hospital Trust of Verona, Verona, Italy
| | - Paolo Pederzoli
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - John V Pearson
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Nicola Waddell
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Andrew V Biankin
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, UK
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney, New South Wales 2200, Australia
- South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Liverpool, New South Wales 2170, Australia
| | - Sean M Grimmond
- University of Melbourne Centre for Cancer Research, University of Melbourne, Melbourne, 3010, Victoria, Australia
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12
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Humphris JL, Patch AM, Nones K, Bailey PJ, Johns AL, McKay S, Chang DK, Miller DK, Pajic M, Kassahn KS, Quinn MCJ, Bruxner TJC, Christ AN, Harliwong I, Idrisoglu S, Manning S, Nourse C, Nourbakhsh E, Stone A, Wilson PJ, Anderson M, Fink JL, Holmes O, Kazakoff S, Leonard C, Newell F, Waddell N, Wood S, Mead RS, Xu Q, Wu J, Pinese M, Cowley MJ, Jones MD, Nagrial AM, Chin VT, Chantrill LA, Mawson A, Chou A, Scarlett CJ, Pinho AV, Rooman I, Giry-Laterriere M, Samra JS, Kench JG, Merrett ND, Toon CW, Epari K, Nguyen NQ, Barbour A, Zeps N, Jamieson NB, McKay CJ, Carter CR, Dickson EJ, Graham JS, Duthie F, Oien K, Hair J, Morton JP, Sansom OJ, Grützmann R, Hruban RH, Maitra A, Iacobuzio-Donahue CA, Schulick RD, Wolfgang CL, Morgan RA, Lawlor RT, Rusev B, Corbo V, Salvia R, Cataldo I, Tortora G, Tempero MA, Hofmann O, Eshleman JR, Pilarsky C, Scarpa A, Musgrove EA, Gill AJ, Pearson JV, Grimmond SM, Waddell N, Biankin AV. Hypermutation In Pancreatic Cancer. Gastroenterology 2017; 152:68-74.e2. [PMID: 27856273 DOI: 10.1053/j.gastro.2016.09.060] [Citation(s) in RCA: 155] [Impact Index Per Article: 22.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2016] [Revised: 09/07/2016] [Accepted: 09/21/2016] [Indexed: 12/11/2022]
Abstract
Pancreatic cancer is molecularly diverse, with few effective therapies. Increased mutation burden and defective DNA repair are associated with response to immune checkpoint inhibitors in several other cancer types. We interrogated 385 pancreatic cancer genomes to define hypermutation and its causes. Mutational signatures inferring defects in DNA repair were enriched in those with the highest mutation burdens. Mismatch repair deficiency was identified in 1% of tumors harboring different mechanisms of somatic inactivation of MLH1 and MSH2. Defining mutation load in individual pancreatic cancers and the optimal assay for patient selection may inform clinical trial design for immunotherapy in pancreatic cancer.
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Affiliation(s)
- Jeremy L Humphris
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Ann-Marie Patch
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Katia Nones
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Peter J Bailey
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia; Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Amber L Johns
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Skye McKay
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - David K Chang
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom; Department of Surgery, Bankstown Hospital, Bankstown, Sydney, New South Wales, Australia; South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales Australia, Liverpool, New South Wales, Australia; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, United Kingdom
| | - David K Miller
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Marina Pajic
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; St Vincent's Clinical School, Faculty of Medicine, University of New South Wales Australia, Darlinghurst, New South Wales, Australia
| | - Karin S Kassahn
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia; Genetic and Molecular Pathology, Adelaide, South Australia, Australia; School of Biological Sciences, The University of Adelaide, Adelaide, South Australia, Australia
| | - Michael C J Quinn
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Timothy J C Bruxner
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Angelika N Christ
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Ivon Harliwong
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Senel Idrisoglu
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Suzanne Manning
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Craig Nourse
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia; St Vincent's Clinical School, Faculty of Medicine, University of New South Wales Australia, Darlinghurst, New South Wales, Australia
| | - Ehsan Nourbakhsh
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Andrew Stone
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Peter J Wilson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Matthew Anderson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - J Lynn Fink
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Oliver Holmes
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Stephen Kazakoff
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Conrad Leonard
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Felicity Newell
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Nick Waddell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Scott Wood
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Ronald S Mead
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; South Eastern Area Laboratory Services Pathology, Prince of Wales Hospital, Randwick, New South Wales, Australia; Sonic Genetics, Douglass Hanly Moir Pathology, New South Wales, Australia
| | - Qinying Xu
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Jianmin Wu
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Mark Pinese
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Mark J Cowley
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; St Vincent's Clinical School, Faculty of Medicine, University of New South Wales Australia, Darlinghurst, New South Wales, Australia
| | - Marc D Jones
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Adnan M Nagrial
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Venessa T Chin
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Lorraine A Chantrill
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; Macarthur Cancer Therapy Centre, Campbelltown Hospital, New South Wales, Australia
| | - Amanda Mawson
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Angela Chou
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; Department of Anatomical Pathology, SydPath, St Vincent's Hospital, New South Wales, Australia
| | - Christopher J Scarlett
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; School of Environmental and Life Sciences, University of Newcastle, Ourimbah, New South Wales, Australia
| | - Andreia V Pinho
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Ilse Rooman
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Marc Giry-Laterriere
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Jaswinder S Samra
- Department of Surgery, Royal North Shore Hospital, Sydney, New South Wales, Australia; University of Sydney, Sydney, New South Wales, Australia
| | - James G Kench
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; University of Sydney, Sydney, New South Wales, Australia; Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia
| | - Neil D Merrett
- Department of Surgery, Bankstown Hospital, Bankstown, Sydney, New South Wales, Australia; School of Medicine, Western Sydney University, Penrith, New South Wales, Australia
| | - Christopher W Toon
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Krishna Epari
- Department of Surgery, Fiona Stanley Hospital, Murdoch, Washington
| | - Nam Q Nguyen
- Department of Gastroenterology, Royal Adelaide Hospital, North Terrace, Adelaide, South Australia, Australia
| | - Andrew Barbour
- Department of Surgery, Princess Alexandra Hospital, Woollongabba, Queensland, Australia
| | - Nikolajs Zeps
- School of Surgery, University of Western Australia, Australia and St John of God Pathology, Subiaco, Washington
| | - Nigel B Jamieson
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, United Kingdom; Academic Unit of Surgery, School of Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow Royal Infirmary, Glasgow, United Kingdom
| | - Colin J McKay
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, United Kingdom
| | - C Ross Carter
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, United Kingdom
| | - Euan J Dickson
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, United Kingdom
| | - Janet S Graham
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom; Department of Medical Oncology, Beatson West of Scotland Cancer Centre, Glasgow, United Kingdom
| | - Fraser Duthie
- Department of Pathology, Southern General Hospital, Greater Glasgow & Clyde National Health Service, Glasgow, United Kingdom
| | - Karin Oien
- Department of Pathology, Southern General Hospital, Greater Glasgow & Clyde National Health Service, Glasgow, United Kingdom
| | - Jane Hair
- Greater Glasgow and Clyde Bio-repository, Pathology Department, Queen Elizabeth University Hospital, Glasgow, United Kingdom
| | - Jennifer P Morton
- Cancer Research UK Beatson Institute, Glasgow, United Kingdom; Institute for Cancer Science, University of Glasgow, Glasgow, United Kingdom
| | - Owen J Sansom
- Cancer Research UK Beatson Institute, Glasgow, United Kingdom; Institute for Cancer Science, University of Glasgow, Glasgow, United Kingdom
| | | | - Ralph H Hruban
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Anirban Maitra
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Christine A Iacobuzio-Donahue
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Richard D Schulick
- Department of Surgery, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Christopher L Wolfgang
- Department of Surgery, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Richard A Morgan
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Rita T Lawlor
- ARC-NET Center for Applied Research on Cancer, University and Hospital Trust of Verona, Verona, Italy; Department of Pathology and Diagnostics, University of Verona, Verona, Italy
| | - Borislav Rusev
- ARC-NET Center for Applied Research on Cancer, University and Hospital Trust of Verona, Verona, Italy; Department of Pathology and Diagnostics, University of Verona, Verona, Italy
| | - Vincenzo Corbo
- ARC-NET Center for Applied Research on Cancer, University and Hospital Trust of Verona, Verona, Italy; Department of Pathology and Diagnostics, University of Verona, Verona, Italy
| | - Roberto Salvia
- ARC-NET Center for Applied Research on Cancer, University and Hospital Trust of Verona, Verona, Italy; Department of Pathology and Diagnostics, University of Verona, Verona, Italy
| | - Ivana Cataldo
- ARC-NET Center for Applied Research on Cancer, University and Hospital Trust of Verona, Verona, Italy; Department of Pathology and Diagnostics, University of Verona, Verona, Italy
| | - Giampaolo Tortora
- Department of Medicine, University and Hospital Trust of Verona, Verona, Italy
| | - Margaret A Tempero
- Division of Hematology and Oncology, University of California, San Francisco, California
| | - Oliver Hofmann
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - James R Eshleman
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Christian Pilarsky
- Universitätsklinikum Erlangen, Department of Surgery, University of Erlangen-Nueremberg, Germany
| | - Aldo Scarpa
- ARC-NET Center for Applied Research on Cancer, University and Hospital Trust of Verona, Verona, Italy; Department of Pathology and Diagnostics, University of Verona, Verona, Italy
| | - Elizabeth A Musgrove
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom; St Vincent's Clinical School, Faculty of Medicine, University of New South Wales Australia, Darlinghurst, New South Wales, Australia
| | - Anthony J Gill
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; University of Sydney, Sydney, New South Wales, Australia; Department of Anatomical Pathology, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - John V Pearson
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Sean M Grimmond
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia; University of Melbourne Centre for Cancer Research, The University of Melbourne, Melbourne, Victoria, Australia
| | - Nicola Waddell
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia.
| | - Andrew V Biankin
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom; Department of Surgery, Bankstown Hospital, Bankstown, Sydney, New South Wales, Australia; South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales Australia, Liverpool, New South Wales, Australia; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, United Kingdom.
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13
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Humphrey ES, Su SP, Nagrial AM, Hochgräfe F, Pajic M, Lehrbach GM, Parton RG, Yap AS, Horvath LG, Chang DK, Biankin AV, Wu J, Daly RJ. Resolution of Novel Pancreatic Ductal Adenocarcinoma Subtypes by Global Phosphotyrosine Profiling. Mol Cell Proteomics 2016; 15:2671-85. [PMID: 27259358 PMCID: PMC4974343 DOI: 10.1074/mcp.m116.058313] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2016] [Revised: 05/11/2016] [Indexed: 12/20/2022] Open
Abstract
Comprehensive characterization of signaling in pancreatic ductal adenocarcinoma (PDAC) promises to enhance our understanding of the molecular aberrations driving this devastating disease, and may identify novel therapeutic targets as well as biomarkers that enable stratification of patients for optimal therapy. Here, we use immunoaffinity-coupled high-resolution mass spectrometry to characterize global tyrosine phosphorylation patterns across two large panels of human PDAC cell lines: the ATCC series (19 cell lines) and TKCC series (17 cell lines). This resulted in the identification and quantification of over 1800 class 1 tyrosine phosphorylation sites and the consistent segregation of both PDAC cell line series into three subtypes with distinct tyrosine phosphorylation profiles. Subtype-selective signaling networks were characterized by identification of subtype-enriched phosphosites together with pathway and network analyses. This revealed that the three subtypes characteristic of the ATCC series were associated with perturbations in signaling networks associated with cell-cell adhesion and epithelial-mesenchyme transition, mRNA metabolism, and receptor tyrosine kinase (RTK) signaling, respectively. Specifically, the third subtype exhibited enhanced tyrosine phosphorylation of multiple RTKs including the EGFR, ERBB3 and MET. Interestingly, a similar RTK-enriched subtype was identified in the TKCC series, and 'classifier' sites for each series identified using Random Forest models were able to predict the subtypes of the alternate series with high accuracy, highlighting the conservation of the three subtypes across the two series. Finally, RTK-enriched cell lines from both series exhibited enhanced sensitivity to the small molecule EGFR inhibitor erlotinib, indicating that their phosphosignature may provide a predictive biomarker for response to this targeted therapy. These studies highlight how resolution of subtype-selective signaling networks can provide a novel taxonomy for particular cancers, and provide insights into PDAC biology that can be exploited for improved patient management.
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Affiliation(s)
- Emily S Humphrey
- From the ‡Cancer Division and Kinghorn Cancer Centre, Garvan Institute of Medical Research, 384 Victoria St, Sydney, NSW 2010, Australia; §St Vincent's Hospital Clinical School, Faculty of Medicine, University of New South Wales, NSW 2052, Australia
| | - Shih-Ping Su
- ¶Cancer Program, Biomedicine Discovery Institute and Department of Biochemistry and Molecular Biology, Level 1, Building 77, Monash University, VIC 3800, Australia
| | - Adnan M Nagrial
- From the ‡Cancer Division and Kinghorn Cancer Centre, Garvan Institute of Medical Research, 384 Victoria St, Sydney, NSW 2010, Australia; §St Vincent's Hospital Clinical School, Faculty of Medicine, University of New South Wales, NSW 2052, Australia
| | - Falko Hochgräfe
- ‖Competence Center Functional Genomics, University of Greifswald, F.-L-Jahnstr. 15, 17489 Greifswald, Germany
| | - Marina Pajic
- From the ‡Cancer Division and Kinghorn Cancer Centre, Garvan Institute of Medical Research, 384 Victoria St, Sydney, NSW 2010, Australia; §St Vincent's Hospital Clinical School, Faculty of Medicine, University of New South Wales, NSW 2052, Australia
| | - Gillian M Lehrbach
- From the ‡Cancer Division and Kinghorn Cancer Centre, Garvan Institute of Medical Research, 384 Victoria St, Sydney, NSW 2010, Australia
| | - Robert G Parton
- **Division of Cell Biology and Molecular Medicine, Institute for Molecular Bioscience, The University of Queensland, St. Lucia, Brisbane QLD 4072, Australia
| | - Alpha S Yap
- **Division of Cell Biology and Molecular Medicine, Institute for Molecular Bioscience, The University of Queensland, St. Lucia, Brisbane QLD 4072, Australia
| | - Lisa G Horvath
- From the ‡Cancer Division and Kinghorn Cancer Centre, Garvan Institute of Medical Research, 384 Victoria St, Sydney, NSW 2010, Australia; ‡‡Chris O'Brien Lifehouse, Missenden Road, Camperdown, NSW 2050, Australia
| | - David K Chang
- §§Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Andrew V Biankin
- §§Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK;
| | - Jianmin Wu
- ¶¶Key laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Center for Cancer Bioinformatics, Peking University Cancer Hospital & Institute, 52 Fu-Cheng Road, Hai-Dian District, Beijing 100142, China From the ‡Cancer Division and Kinghorn Cancer Centre, Garvan Institute of Medical Research, 384 Victoria St, Sydney, NSW 2010, Australia; §St Vincent's Hospital Clinical School, Faculty of Medicine, University of New South Wales, NSW 2052, Australia;
| | - Roger J Daly
- ¶Cancer Program, Biomedicine Discovery Institute and Department of Biochemistry and Molecular Biology, Level 1, Building 77, Monash University, VIC 3800, Australia;
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14
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Bailey P, Chang DK, Nones K, Johns AL, Patch AM, Gingras MC, Miller DK, Christ AN, Bruxner TJC, Quinn MC, Nourse C, Murtaugh LC, Harliwong I, Idrisoglu S, Manning S, Nourbakhsh E, Wani S, Fink L, Holmes O, Chin V, Anderson MJ, Kazakoff S, Leonard C, Newell F, Waddell N, Wood S, Xu Q, Wilson PJ, Cloonan N, Kassahn KS, Taylor D, Quek K, Robertson A, Pantano L, Mincarelli L, Sanchez LN, Evers L, Wu J, Pinese M, Cowley MJ, Jones MD, Colvin EK, Nagrial AM, Humphrey ES, Chantrill LA, Mawson A, Humphris J, Chou A, Pajic M, Scarlett CJ, Pinho AV, Giry-Laterriere M, Rooman I, Samra JS, Kench JG, Lovell JA, Merrett ND, Toon CW, Epari K, Nguyen NQ, Barbour A, Zeps N, Moran-Jones K, Jamieson NB, Graham JS, Duthie F, Oien K, Hair J, Grützmann R, Maitra A, Iacobuzio-Donahue CA, Wolfgang CL, Morgan RA, Lawlor RT, Corbo V, Bassi C, Rusev B, Capelli P, Salvia R, Tortora G, Mukhopadhyay D, Petersen GM, Munzy DM, Fisher WE, Karim SA, Eshleman JR, Hruban RH, Pilarsky C, Morton JP, Sansom OJ, Scarpa A, Musgrove EA, Bailey UMH, Hofmann O, Sutherland RL, Wheeler DA, Gill AJ, Gibbs RA, Pearson JV, Waddell N, Biankin AV, Grimmond SM. Genomic analyses identify molecular subtypes of pancreatic cancer. Nature 2016; 531:47-52. [PMID: 26909576 DOI: 10.1038/nature16965] [Citation(s) in RCA: 2216] [Impact Index Per Article: 277.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2015] [Accepted: 12/30/2015] [Indexed: 12/12/2022]
Abstract
Integrated genomic analysis of 456 pancreatic ductal adenocarcinomas identified 32 recurrently mutated genes that aggregate into 10 pathways: KRAS, TGF-β, WNT, NOTCH, ROBO/SLIT signalling, G1/S transition, SWI-SNF, chromatin modification, DNA repair and RNA processing. Expression analysis defined 4 subtypes: (1) squamous; (2) pancreatic progenitor; (3) immunogenic; and (4) aberrantly differentiated endocrine exocrine (ADEX) that correlate with histopathological characteristics. Squamous tumours are enriched for TP53 and KDM6A mutations, upregulation of the TP63∆N transcriptional network, hypermethylation of pancreatic endodermal cell-fate determining genes and have a poor prognosis. Pancreatic progenitor tumours preferentially express genes involved in early pancreatic development (FOXA2/3, PDX1 and MNX1). ADEX tumours displayed upregulation of genes that regulate networks involved in KRAS activation, exocrine (NR5A2 and RBPJL), and endocrine differentiation (NEUROD1 and NKX2-2). Immunogenic tumours contained upregulated immune networks including pathways involved in acquired immune suppression. These data infer differences in the molecular evolution of pancreatic cancer subtypes and identify opportunities for therapeutic development.
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MESH Headings
- Animals
- Basic Helix-Loop-Helix Transcription Factors/genetics
- Carcinoma, Pancreatic Ductal/classification
- Carcinoma, Pancreatic Ductal/genetics
- Carcinoma, Pancreatic Ductal/immunology
- Carcinoma, Pancreatic Ductal/metabolism
- Carcinoma, Pancreatic Ductal/pathology
- Cell Line, Tumor
- DNA Methylation
- DNA-Binding Proteins/genetics
- Gene Expression Regulation, Neoplastic
- Gene Regulatory Networks
- Genes, Neoplasm/genetics
- Genome, Human/genetics
- Genomics
- Hepatocyte Nuclear Factor 3-beta/genetics
- Hepatocyte Nuclear Factor 3-gamma/genetics
- Histone Demethylases/genetics
- Homeobox Protein Nkx-2.2
- Homeodomain Proteins/genetics
- Humans
- Mice
- Mutation/genetics
- Nuclear Proteins/genetics
- Pancreatic Neoplasms/classification
- Pancreatic Neoplasms/genetics
- Pancreatic Neoplasms/immunology
- Pancreatic Neoplasms/metabolism
- Pancreatic Neoplasms/pathology
- Prognosis
- Receptors, Cytoplasmic and Nuclear/genetics
- Survival Analysis
- Trans-Activators/genetics
- Transcription Factors/genetics
- Transcription, Genetic
- Transcriptome
- Tumor Suppressor Protein p53/genetics
- Tumor Suppressor Proteins/genetics
- Zebrafish Proteins
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Affiliation(s)
- Peter Bailey
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - David K Chang
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney, New South Wales 2200, Australia
- South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Liverpool, New South Wales 2170, Australia
| | - Katia Nones
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Amber L Johns
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Ann-Marie Patch
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Marie-Claude Gingras
- Department of Molecular and Human Genetics, Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas 77030, USA
- Michael DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas 77030, USA
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
| | - David K Miller
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Angelika N Christ
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Tim J C Bruxner
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Michael C Quinn
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Craig Nourse
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - L Charles Murtaugh
- Department of Human Genetics, University of Utah, Salt Lake City, Utah 84112, USA
| | - Ivon Harliwong
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Senel Idrisoglu
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Suzanne Manning
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Ehsan Nourbakhsh
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Shivangi Wani
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Lynn Fink
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Oliver Holmes
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Venessa Chin
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Matthew J Anderson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Stephen Kazakoff
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Conrad Leonard
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Felicity Newell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Nick Waddell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Scott Wood
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Qinying Xu
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Peter J Wilson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Nicole Cloonan
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Karin S Kassahn
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- Genetic and Molecular Pathology, SA Pathology, Adelaide, South Australia 5000, Australia
- School of Biological Sciences, The University of Adelaide, Adelaide, South Australia 5000, Australia
| | - Darrin Taylor
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Kelly Quek
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Alan Robertson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Lorena Pantano
- Harvard Chan Bioinformatics Core, Harvard T. H. Chan School of Public Health, Boston, Massachusetts 02115, USA
| | - Laura Mincarelli
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Luis N Sanchez
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Lisa Evers
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Jianmin Wu
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Mark Pinese
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Mark J Cowley
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Marc D Jones
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Emily K Colvin
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Adnan M Nagrial
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Emily S Humphrey
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Lorraine A Chantrill
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- Macarthur Cancer Therapy Centre, Campbelltown Hospital, New South Wales 2560, Australia
| | - Amanda Mawson
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Jeremy Humphris
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Angela Chou
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- Department of Pathology. SydPath, St Vincent's Hospital, Sydney, NSW 2010, Australia
| | - Marina Pajic
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, New South Wales 2052, Australia
| | - Christopher J Scarlett
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- School of Environmental &Life Sciences, University of Newcastle, Ourimbah, New South Wales 2258, Australia
| | - Andreia V Pinho
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Marc Giry-Laterriere
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Ilse Rooman
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Jaswinder S Samra
- Department of Surgery, Royal North Shore Hospital, St Leonards, Sydney, New South Wales 2065, Australia
- University of Sydney, Sydney, New South Wales 2006, Australia
| | - James G Kench
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- University of Sydney, Sydney, New South Wales 2006, Australia
- Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital, Camperdown New South Wales 2050, Australia
| | - Jessica A Lovell
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Neil D Merrett
- South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Liverpool, New South Wales 2170, Australia
- School of Medicine, University of Western Sydney, Penrith, New South Wales 2175, Australia
| | - Christopher W Toon
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Krishna Epari
- Fiona Stanley Hospital, Robin Warren Drive, Murdoch, Western Australia 6150, Australia
| | - Nam Q Nguyen
- Department of Gastroenterology, Royal Adelaide Hospital, North Terrace, Adelaide, South Australia 5000, Australia
| | - Andrew Barbour
- Department of Surgery, Princess Alexandra Hospital, Ipswich Rd, Woollongabba, Queensland 4102, Australia
| | - Nikolajs Zeps
- School of Surgery M507, University of Western Australia, 35 Stirling Hwy, Nedlands 6009, Australia and St John of God Pathology, 12 Salvado Rd, Subiaco, Western Australia 6008, Australia
| | - Kim Moran-Jones
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Nigel B Jamieson
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
- Academic Unit of Surgery, School of Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow Royal Infirmary, Glasgow G4 OSF, UK
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK
| | - Janet S Graham
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
- Department of Medical Oncology, Beatson West of Scotland Cancer Centre, 1053 Great Western Road, Glasgow G12 0YN, UK
| | - Fraser Duthie
- Department of Pathology, Southern General Hospital, Greater Glasgow &Clyde NHS, Glasgow G51 4TF, UK
| | - Karin Oien
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- Department of Pathology, Southern General Hospital, Greater Glasgow &Clyde NHS, Glasgow G51 4TF, UK
| | - Jane Hair
- GGC Bio-repository, Pathology Department, Southern General Hospital, 1345 Govan Road, Glasgow G51 4TY, UK
| | - Robert Grützmann
- Department of Surgery, TU Dresden, Fetscherstr. 74, 01307 Dresden, Germany
| | - Anirban Maitra
- Departments of Pathology and Translational Molecular Pathology, UT MD Anderson Cancer Center, Houston Texas 77030, USA
| | - Christine A Iacobuzio-Donahue
- The David M. Rubenstein Pancreatic Cancer Research Center and Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - Christopher L Wolfgang
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21231, USA
- Department of Surgery, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21231, USA
| | - Richard A Morgan
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21231, USA
| | - Rita T Lawlor
- ARC-Net Applied Research on Cancer Centre, University and Hospital Trust of Verona, Verona 37134, Italy
- Department of Pathology and Diagnostics, University of Verona, Verona 37134, Italy
| | - Vincenzo Corbo
- ARC-Net Applied Research on Cancer Centre, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Claudio Bassi
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Borislav Rusev
- ARC-Net Applied Research on Cancer Centre, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Paola Capelli
- Department of Pathology and Diagnostics, University of Verona, Verona 37134, Italy
| | - Roberto Salvia
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Giampaolo Tortora
- Department of Medical Oncology, Comprehensive Cancer Centre, University and Hospital Trust of Verona, Verona 37134, Italy
| | | | | | - Donna M Munzy
- Department of Molecular and Human Genetics, Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas 77030, USA
- Michael DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas 77030, USA
| | - William E Fisher
- Elkins Pancreas Center, Baylor College of Medicine, One Baylor Plaza, MS226, Houston, Texas 77030-3411, USA
| | - Saadia A Karim
- Cancer Research UK Beatson Institute, Glasgow G61 1BD, UK
| | - James R Eshleman
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21231, USA
| | - Ralph H Hruban
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21231, USA
| | - Christian Pilarsky
- Department of Surgery, TU Dresden, Fetscherstr. 74, 01307 Dresden, Germany
| | | | - Owen J Sansom
- Cancer Research UK Beatson Institute, Glasgow G61 1BD, UK
- Institute for Cancer Science, University of Glasgow, Glasgow G12 8QQ, UK
| | - Aldo Scarpa
- ARC-Net Applied Research on Cancer Centre, University and Hospital Trust of Verona, Verona 37134, Italy
- Department of Pathology and Diagnostics, University of Verona, Verona 37134, Italy
| | - Elizabeth A Musgrove
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Ulla-Maja Hagbo Bailey
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Oliver Hofmann
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
- Harvard Chan Bioinformatics Core, Harvard T. H. Chan School of Public Health, Boston, Massachusetts 02115, USA
| | - Robert L Sutherland
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - David A Wheeler
- Department of Molecular and Human Genetics, Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas 77030, USA
- Michael DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Anthony J Gill
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- University of Sydney, Sydney, New South Wales 2006, Australia
| | - Richard A Gibbs
- Department of Molecular and Human Genetics, Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas 77030, USA
- Michael DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas 77030, USA
| | - John V Pearson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Nicola Waddell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Andrew V Biankin
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney, New South Wales 2200, Australia
- South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Liverpool, New South Wales 2170, Australia
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK
| | - Sean M Grimmond
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
- University of Melbourne, Parkville, Victoria 3010, Australia
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Nagrial AM, Chin VT, Sjoquist KM, Pajic M, Horvath LG, Biankin AV, Yip D. Second-line treatment in inoperable pancreatic adenocarcinoma: A systematic review and synthesis of all clinical trials. Crit Rev Oncol Hematol 2015; 96:483-97. [PMID: 26481952 DOI: 10.1016/j.critrevonc.2015.07.007] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2014] [Revised: 05/23/2015] [Accepted: 07/16/2015] [Indexed: 12/14/2022] Open
Abstract
There remains uncertainty regarding the optimal second-line chemotherapy in advanced pancreatic ductal adenocarcinoma (PDAC). The current recommendation of 5-fluorouracil and oxaliplatin may not be relevant in current practice, as FOLFIRINOX (5-fluorouracil, leucovorin, irinotecan and oxaliplatin) has become a more popular first line therapy in fit patients. The majority of studies in this setting are single-arm Phase II trials with significant heterogeneity of patient populations, treatments and outcomes. In this review, we sought to systematically review and synthesise all prospective data available for the second-line treatment of advanced PDAC.
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Affiliation(s)
- Adnan M Nagrial
- The Kinghorn Cancer Centre, 370 Victoria Street, Darlinghurst, Sydney, NSW 2010, Australia; The Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney, NSW 2010, Australia.
| | - Venessa T Chin
- The Kinghorn Cancer Centre, 370 Victoria Street, Darlinghurst, Sydney, NSW 2010, Australia; The Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney, NSW 2010, Australia
| | - Katrin M Sjoquist
- NHMRC Clinical Trials Centre, University of Sydney, NSW, Australia; Cancer Care Centre, St. George Hospital, Kogarah, NSW, Australia
| | - Marina Pajic
- The Kinghorn Cancer Centre, 370 Victoria Street, Darlinghurst, Sydney, NSW 2010, Australia; The Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney, NSW 2010, Australia; St. Vincents's Clinical School, Faculty of Medicine, University of NSW, Australia
| | - Lisa G Horvath
- The Kinghorn Cancer Centre, 370 Victoria Street, Darlinghurst, Sydney, NSW 2010, Australia; The Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney, NSW 2010, Australia; Department of Medical Oncology, Chris O'Brien Lifehouse, Sydney, NSW 2050, Australia
| | - Andrew V Biankin
- The Kinghorn Cancer Centre, 370 Victoria Street, Darlinghurst, Sydney, NSW 2010, Australia; The Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney, NSW 2010, Australia; Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney, NSW 2200, Australia; South Western Sydney Clinical School, Faculty of Medicine, University of NSW, Liverpool, NSW 2170, Australia; Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Glasgow G61 1BD, Scotland, UK; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, Scotland G4 0SF, UK
| | - Desmond Yip
- Department of Medical Oncology, The Canberra Hospital, Garran, ACT, Australia; ANU Medical School, Australian National University, Acton, ACT, Australia
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16
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Chin VT, Nagrial AM, Chou A, Biankin AV, Gill AJ, Timpson P, Pajic M. Rho-associated kinase signalling and the cancer microenvironment: novel biological implications and therapeutic opportunities. Expert Rev Mol Med 2015; 17:e17. [PMID: 26507949 PMCID: PMC4836205 DOI: 10.1017/erm.2015.17] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The Rho/ROCK pathway is involved in numerous pivotal cellular processes that have made it an area of intense study in cancer medicine, however, Rho-associated coiled-coil containing protein kinase (ROCK) inhibitors are yet to make an appearance in the clinical cancer setting. Their performance as an anti-cancer therapy has been varied in pre-clinical studies, however, they have been shown to be effective vasodilators in the treatment of hypertension and post-ischaemic stroke vasospasm. This review addresses the various roles the Rho/ROCK pathway plays in angiogenesis, tumour vascular tone and reciprocal feedback from the tumour microenvironment and explores the potential utility of ROCK inhibitors as effective vascular normalising agents. ROCK inhibitors may potentially enhance the delivery and efficacy of chemotherapy agents and improve the effectiveness of radiotherapy. As such, repurposing of these agents as adjuncts to standard treatments may significantly improve outcomes for patients with cancer. A deeper understanding of the controlled and dynamic regulation of the key components of the Rho pathway may lead to effective use of the Rho/ROCK inhibitors in the clinical management of cancer.
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Affiliation(s)
- Venessa T. Chin
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, NSW 2010, Australia
| | - Adnan M. Nagrial
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, NSW 2010, Australia
- The Department of Medical Oncology, Crown Princess Mary Cancer Centre, Westmead Hospital, NSW, Australia
| | - Angela Chou
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, NSW 2010, Australia
- Anatomical Pathology, Sydpath, St Vincent's Hospital, Sydney, Australia
| | - Andrew V. Biankin
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, NSW 2010, Australia
- Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney, NSW 2200, Australia
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow, Scotland G61 1BD, UK
| | - Anthony J. Gill
- Department of Anatomical Pathology, Royal North Shore Hospital, St Leonards, Sydney, NSW 2065, Australia
- University of Sydney, Sydney, NSW 2006, Australia
| | - Paul Timpson
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, NSW 2010, Australia
- Faculty of Medicine, St Vincent's Clinical School, University of NSW, Australia
| | - Marina Pajic
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, NSW 2010, Australia
- Faculty of Medicine, St Vincent's Clinical School, University of NSW, Australia
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17
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Chantrill LA, Nagrial AM, Watson C, Johns AL, Martyn-Smith M, Simpson S, Mead S, Jones MD, Samra JS, Gill AJ, Watson N, Chin VT, Humphris JL, Chou A, Brown B, Morey A, Pajic M, Grimmond SM, Chang DK, Thomas D, Sebastian L, Sjoquist K, Yip S, Pavlakis N, Asghari R, Harvey S, Grimison P, Simes J, Biankin AV. Precision Medicine for Advanced Pancreas Cancer: The Individualized Molecular Pancreatic Cancer Therapy (IMPaCT) Trial. Clin Cancer Res 2015; 21:2029-37. [PMID: 25896973 DOI: 10.1158/1078-0432.ccr-15-0426] [Citation(s) in RCA: 179] [Impact Index Per Article: 19.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
PURPOSE Personalized medicine strategies using genomic profiling are particularly pertinent for pancreas cancer. The Individualized Molecular Pancreatic Cancer Therapy (IMPaCT) trial was initially designed to exploit results from genome sequencing of pancreatic cancer under the auspices of the International Cancer Genome Consortium (ICGC) in Australia. Sequencing revealed small subsets of patients with aberrations in their tumor genome that could be targeted with currently available therapies. EXPERIMENTAL DESIGN The pilot stage of the IMPaCT trial assessed the feasibility of acquiring suitable tumor specimens for molecular analysis and returning high-quality actionable genomic data within a clinically acceptable timeframe. We screened for three molecular targets: HER2 amplification; KRAS wild-type; and mutations in DNA damage repair pathways (BRCA1, BRCA2, PALB2, ATM). RESULTS Tumor biopsy and archived tumor samples were collected from 93 patients and 76 were screened. To date 22 candidate cases have been identified: 14 KRAS wild-type, 5 cases of HER2 amplification, 2 mutations in BRCA2, and 1 ATM mutation. Median time from consent to the return of validated results was 21.5 days. An inability to obtain a biopsy or insufficient tumor content in the available specimen were common reasons for patient exclusion from molecular analysis while deteriorating performance status prohibited a number of patients from proceeding in the study. CONCLUSIONS Documenting the feasibility of acquiring and screening biospecimens for actionable molecular targets in real time will aid other groups embarking on similar trials. Key elements include the need to better prescreen patients, screen more patients, and offer more attractive clinical trial options.
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Affiliation(s)
- Lorraine A Chantrill
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, Sydney, New South Wales, Australia. Macarthur Cancer Therapy Centre, Campbelltown, New South Wales, Australia. Sydney Catalyst Translational Cancer Research Centre, University of Sydney, Camperdown, New South Wales, Australia.
| | - Adnan M Nagrial
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, Sydney, New South Wales, Australia. Sydney Catalyst Translational Cancer Research Centre, University of Sydney, Camperdown, New South Wales, Australia. Crown Princess Mary Cancer Centre, Westmead, New South Wales, Australia
| | - Clare Watson
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Amber L Johns
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Mona Martyn-Smith
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Skye Simpson
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Scott Mead
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, Sydney, New South Wales, Australia. Prince of Wales Hospital, Randwick, New South Wales, Australia
| | - Marc D Jones
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland
| | - Jaswinder S Samra
- University of Sydney, New South Wales, Australia. Macquarie University Hospital, Sydney, New South Wales, Australia
| | - Anthony J Gill
- Department of Anatomical Pathology, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - Nicole Watson
- Department of Anatomical Pathology, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - Venessa T Chin
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, Sydney, New South Wales, Australia. Sydney Catalyst Translational Cancer Research Centre, University of Sydney, Camperdown, New South Wales, Australia
| | - Jeremy L Humphris
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Angela Chou
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, Sydney, New South Wales, Australia. Department of Anatomical Pathology, St. Vincent's Hospital, Darlinghurst, Sydney, New South Wales, Australia
| | - Belinda Brown
- Department of Anatomical Pathology, St. Vincent's Hospital, Darlinghurst, Sydney, New South Wales, Australia
| | - Adrienne Morey
- Department of Anatomical Pathology, St. Vincent's Hospital, Darlinghurst, Sydney, New South Wales, Australia
| | - Marina Pajic
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Sean M Grimmond
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland
| | - David K Chang
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland. Department of Surgery, Bankstown Hospital, Sydney, New South Wales, Australia. South Western Sydney Clinical School, Faculty of Medicine, University of NSW, Liverpool, New South Wales, Australia. West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, United Kingdom
| | - David Thomas
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, Sydney, New South Wales, Australia. Sydney Catalyst Translational Cancer Research Centre, University of Sydney, Camperdown, New South Wales, Australia
| | - Lucille Sebastian
- NHMRC Clinical Trials Centre, University of Sydney, Camperdown, New South Wales, Australia
| | - Katrin Sjoquist
- Sydney Catalyst Translational Cancer Research Centre, University of Sydney, Camperdown, New South Wales, Australia. NHMRC Clinical Trials Centre, University of Sydney, Camperdown, New South Wales, Australia
| | - Sonia Yip
- Sydney Catalyst Translational Cancer Research Centre, University of Sydney, Camperdown, New South Wales, Australia. NHMRC Clinical Trials Centre, University of Sydney, Camperdown, New South Wales, Australia
| | - Nick Pavlakis
- Northern Sydney Cancer Centre, Royal North Shore Hospital, New South Wales, Australia
| | - Ray Asghari
- Bankstown Cancer Centre, Bankstown, New South Wales, Australia
| | - Sandra Harvey
- Bankstown Cancer Centre, Bankstown, New South Wales, Australia
| | - Peter Grimison
- Sydney Catalyst Translational Cancer Research Centre, University of Sydney, Camperdown, New South Wales, Australia. Chris O'Brien Lifehouse, Camperdown, New South Wales, Australia
| | - John Simes
- Sydney Catalyst Translational Cancer Research Centre, University of Sydney, Camperdown, New South Wales, Australia. NHMRC Clinical Trials Centre, University of Sydney, Camperdown, New South Wales, Australia. Chris O'Brien Lifehouse, Camperdown, New South Wales, Australia
| | - Andrew V Biankin
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, Sydney, New South Wales, Australia. Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland. Department of Surgery, Bankstown Hospital, Sydney, New South Wales, Australia. South Western Sydney Clinical School, Faculty of Medicine, University of NSW, Liverpool, New South Wales, Australia. West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, United Kingdom.
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18
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Carlino MS, Kwan V, Miller DK, Saunders CAB, Yip D, Nagrial AM, Tomlinson J, Grimmond SM, Scolyer RA, Kefford RF, Biankin AV, Long GV. New RAS-mutant pancreatic adenocarcinoma with combined BRAF and MEK inhibition for metastatic melanoma. J Clin Oncol 2015; 33:e52-6. [PMID: 24821886 DOI: 10.1200/jco.2013.51.5783] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Affiliation(s)
- Matteo S Carlino
- Westmead Institute for Cancer Research, University of Sydney at Westmead; Millennium Institute; Westmead Hospital, Sydney, Australia
| | - Vu Kwan
- Westmead Hospital, Sydney, Australia
| | - David K Miller
- Queensland Centre for Medical Genomics; Institute of Molecular Bioscience, University of Queensland, St Lucia, Brisbane, Australia
| | | | - Desmond Yip
- Canberra Hospital and Australian National University Medical School, Canberra, Australia
| | - Adnan M Nagrial
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, Australia
| | | | - Sean M Grimmond
- Queensland Centre for Medical Genomics; Institute of Molecular Bioscience, University of Queensland, St Lucia, Brisbane, Australia
| | - Richard A Scolyer
- Melanoma Institute Australia; Royal Prince Alfred Hospital, Sydney, Australia
| | - Richard F Kefford
- Westmead Institute for Cancer Research, University of Sydney at Westmead; Millennium Institute; Westmead Hospital; Melanoma Institute Australia, Sydney, Australia
| | - Andrew V Biankin
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney; South Western Sydney Clinical School, University of New South Wales, Liverpool, Australia; Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow; Glasgow Royal Infirmary, Glasgow, Scotland, United Kingdom
| | - Georgina V Long
- Melanoma Institute Australia; The University of Sydney and Westmead Institute for Cancer Research, Sydney, Australia
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19
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Waddell N, Pajic M, Patch AM, Chang DK, Kassahn KS, Bailey P, Johns AL, Miller D, Nones K, Quek K, Quinn MCJ, Robertson AJ, Fadlullah MZH, Bruxner TJC, Christ AN, Harliwong I, Idrisoglu S, Manning S, Nourse C, Nourbakhsh E, Wani S, Wilson PJ, Markham E, Cloonan N, Anderson MJ, Fink JL, Holmes O, Kazakoff SH, Leonard C, Newell F, Poudel B, Song S, Taylor D, Waddell N, Wood S, Xu Q, Wu J, Pinese M, Cowley MJ, Lee HC, Jones MD, Nagrial AM, Humphris J, Chantrill LA, Chin V, Steinmann AM, Mawson A, Humphrey ES, Colvin EK, Chou A, Scarlett CJ, Pinho AV, Giry-Laterriere M, Rooman I, Samra JS, Kench JG, Pettitt JA, Merrett ND, Toon C, Epari K, Nguyen NQ, Barbour A, Zeps N, Jamieson NB, Graham JS, Niclou SP, Bjerkvig R, Grützmann R, Aust D, Hruban RH, Maitra A, Iacobuzio-Donahue CA, Wolfgang CL, Morgan RA, Lawlor RT, Corbo V, Bassi C, Falconi M, Zamboni G, Tortora G, Tempero MA, Gill AJ, Eshleman JR, Pilarsky C, Scarpa A, Musgrove EA, Pearson JV, Biankin AV, Grimmond SM. Whole genomes redefine the mutational landscape of pancreatic cancer. Nature 2015; 518:495-501. [PMID: 25719666 PMCID: PMC4523082 DOI: 10.1038/nature14169] [Citation(s) in RCA: 1771] [Impact Index Per Article: 196.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2014] [Accepted: 12/18/2014] [Indexed: 12/13/2022]
Abstract
Pancreatic cancer remains one of the most lethal of malignancies and a major health burden. We performed whole-genome sequencing and copy number variation (CNV) analysis of 100 pancreatic ductal adenocarcinomas (PDACs). Chromosomal rearrangements leading to gene disruption were prevalent, affecting genes known to be important in pancreatic cancer (TP53, SMAD4, CDKN2A, ARID1A and ROBO2) and new candidate drivers of pancreatic carcinogenesis (KDM6A and PREX2). Patterns of structural variation (variation in chromosomal structure) classified PDACs into 4 subtypes with potential clinical utility: the subtypes were termed stable, locally rearranged, scattered and unstable. A significant proportion harboured focal amplifications, many of which contained druggable oncogenes (ERBB2, MET, FGFR1, CDK6, PIK3R3 and PIK3CA), but at low individual patient prevalence. Genomic instability co-segregated with inactivation of DNA maintenance genes (BRCA1, BRCA2 or PALB2) and a mutational signature of DNA damage repair deficiency. Of 8 patients who received platinum therapy, 4 of 5 individuals with these measures of defective DNA maintenance responded.
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Affiliation(s)
- Nicola Waddell
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia [2] QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
| | - Marina Pajic
- 1] The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia [2] St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, New South Wales 2010, Australia
| | - Ann-Marie Patch
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - David K Chang
- 1] The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia [2] Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney, New South Wales 2200, Australia [3] South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Liverpool, New South Wales 2170, Australia [4] Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Karin S Kassahn
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Peter Bailey
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia [2] Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Amber L Johns
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - David Miller
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Katia Nones
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Kelly Quek
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Michael C J Quinn
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Alan J Robertson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Muhammad Z H Fadlullah
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Tim J C Bruxner
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Angelika N Christ
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Ivon Harliwong
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Senel Idrisoglu
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Suzanne Manning
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Craig Nourse
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia [2] Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Ehsan Nourbakhsh
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Shivangi Wani
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Peter J Wilson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Emma Markham
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Nicole Cloonan
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia [2] QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
| | - Matthew J Anderson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - J Lynn Fink
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Oliver Holmes
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Stephen H Kazakoff
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Conrad Leonard
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Felicity Newell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Barsha Poudel
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Sarah Song
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Darrin Taylor
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Nick Waddell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Scott Wood
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Qinying Xu
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Jianmin Wu
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Mark Pinese
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Mark J Cowley
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Hong C Lee
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Marc D Jones
- 1] The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia [2] Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Adnan M Nagrial
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Jeremy Humphris
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Lorraine A Chantrill
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Venessa Chin
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Angela M Steinmann
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Amanda Mawson
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Emily S Humphrey
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Emily K Colvin
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Angela Chou
- 1] The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia [2] Department of Anatomical Pathology, St Vincent's Hospital, Sydney, New South Wales 2010, Australia
| | - Christopher J Scarlett
- 1] The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia [2] School of Environmental &Life Sciences, University of Newcastle, Ourimbah, New South Wales 2258, Australia
| | - Andreia V Pinho
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Marc Giry-Laterriere
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Ilse Rooman
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Jaswinder S Samra
- 1] Department of Surgery, Royal North Shore Hospital, St Leonards, Sydney, New South Wales 2065, Australia [2] University of Sydney, Sydney, New South Wales 2006, Australia
| | - James G Kench
- 1] The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia [2] University of Sydney, Sydney, New South Wales 2006, Australia [3] Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital, Camperdown, New South Wales 2050, Australia
| | - Jessica A Pettitt
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Neil D Merrett
- 1] Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney, New South Wales 2200, Australia [2] School of Medicine, University of Western Sydney, Penrith, New South Wales 2175, Australia
| | - Christopher Toon
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Krishna Epari
- Department of Surgery, Fremantle Hospital, Alma Street, Fremantle, Western Australia 6160, Australia
| | - Nam Q Nguyen
- Department of Gastroenterology, Royal Adelaide Hospital, North Terrace, Adelaide, South Australia 5000, Australia
| | - Andrew Barbour
- Department of Surgery, Princess Alexandra Hospital, Ipswich Rd, Woollongabba, Queensland 4102, Australia
| | - Nikolajs Zeps
- 1] School of Surgery M507, University of Western Australia, 35 Stirling Highway, Nedlands 6009, Australia [2] St John of God Pathology, 12 Salvado Rd, Subiaco, Western Australia 6008, Australia [3] Bendat Family Comprehensive Cancer Centre, St John of God Subiaco Hospital, Subiaco, Western Australia 6008, Australia
| | - Nigel B Jamieson
- 1] Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK [2] Academic Unit of Surgery, School of Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow Royal Infirmary, Glasgow G4 OSF, UK [3] West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK
| | - Janet S Graham
- 1] Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK [2] Department of Medical Oncology, Beatson West of Scotland Cancer Centre, 1053 Great Western Road, Glasgow G12 0YN, UK
| | - Simone P Niclou
- Norlux Neuro-Oncology Laboratory, CRP-Santé Luxembourg, 84 Val Fleuri, L-1526, Luxembourg
| | - Rolf Bjerkvig
- Norlux Neuro-Oncology, Department of Biomedicine, University of Bergen, Jonas Lies vei 91, N-5019 Bergen, Norway
| | - Robert Grützmann
- Departments of Surgery and Pathology, TU Dresden, Fetscherstr. 74, 01307 Dresden, Germany
| | - Daniela Aust
- Departments of Surgery and Pathology, TU Dresden, Fetscherstr. 74, 01307 Dresden, Germany
| | - Ralph H Hruban
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland 21231, USA
| | - Anirban Maitra
- Departments of Pathology and Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston Texas 77030, USA
| | - Christine A Iacobuzio-Donahue
- The David M. Rubenstein Pancreatic Cancer Research Center and Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - Christopher L Wolfgang
- Department of Surgery, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland 21231, USA
| | - Richard A Morgan
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland 21231, USA
| | - Rita T Lawlor
- 1] ARC-NET Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy [2] Department of Pathology and Diagnostics, University of Verona, Verona 37134, Italy
| | - Vincenzo Corbo
- ARC-NET Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Claudio Bassi
- Department of Surgery and Oncology, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Massimo Falconi
- 1] Department of Surgery and Oncology, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy [2] Departments of Surgery and Pathology, Ospedale Sacro Cuore Don Calabria Negrar, Verona 37024, Italy
| | - Giuseppe Zamboni
- 1] Department of Pathology and Diagnostics, University of Verona, Verona 37134, Italy [2] Departments of Surgery and Pathology, Ospedale Sacro Cuore Don Calabria Negrar, Verona 37024, Italy
| | - Giampaolo Tortora
- Department of Oncology, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Margaret A Tempero
- Division of Hematology and Oncology, University of California, San Francisco, California 94122, USA
| | - Anthony J Gill
- 1] The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia [2] University of Sydney, Sydney, New South Wales 2006, Australia
| | - James R Eshleman
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland 21231, USA
| | - Christian Pilarsky
- Departments of Surgery and Pathology, TU Dresden, Fetscherstr. 74, 01307 Dresden, Germany
| | - Aldo Scarpa
- 1] ARC-NET Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy [2] Department of Pathology and Diagnostics, University of Verona, Verona 37134, Italy
| | - Elizabeth A Musgrove
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - John V Pearson
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia [2] QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
| | - Andrew V Biankin
- 1] The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia [2] Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney, New South Wales 2200, Australia [3] South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Liverpool, New South Wales 2170, Australia [4] Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Sean M Grimmond
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia [2] Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
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20
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Humphris JL, Johns AL, Simpson SH, Cowley MJ, Pajic M, Chang DK, Nagrial AM, Chin VT, Chantrill LA, Pinese M, Mead RS, Gill AJ, Samra JS, Kench JG, Musgrove EA, Tucker KM, Spigelman AD, Waddell N, Grimmond SM, Biankin AV. Clinical and pathologic features of familial pancreatic cancer. Cancer 2014; 120:3669-75. [PMID: 25313458 DOI: 10.1002/cncr.28863] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2014] [Revised: 04/20/2014] [Accepted: 05/07/2014] [Indexed: 12/13/2022]
Abstract
BACKGROUND Inherited predisposition to pancreatic cancer contributes significantly to its incidence and presents an opportunity for the development of early detection strategies. The genetic basis of predisposition remains unexplained in a high proportion of patients with familial PC (FPC). METHODS Clinicopathologic features were assessed in a cohort of 766 patients who had been diagnosed with pancreatic ductal adenocarcinoma (PC). Patients were classified with FPC if they had ≥1 affected first-degree relatives; otherwise, they were classified with sporadic PC (SPC). RESULTS The prevalence of FPC in this cohort was 8.9%. In FPC families with an affected parent-child pair, 71% in the subsequent generation were 12.3 years younger at diagnosis. Patients with FPC had more first-degree relatives who had an extrapancreatic malignancy (EPM) (42.6% vs 21.2; P<.0001), particularly melanoma and endometrial cancer, but not a personal history of EPM. Patients with SPC were more likely to be active smokers, have higher cumulative tobacco exposure, and have fewer multifocal precursor lesions, but these were not associated with differences in survival. Long-standing diabetes mellitus (>2 years) was associated with poor survival in both groups. CONCLUSIONS FPC represents 9% of PC, and the risk of malignancy in kindred does not appear to be confined to the pancreas. Patients with FPC have more precursor lesions and include fewer active smokers, but other clinicopathologic factors and outcome are similar to those in patients with SPC. Furthermore, some FPC kindreds may exhibit anticipation. A better understanding of the clinical features of PC will facilitate efforts to uncover novel susceptibility genes and the development of early detection strategies.
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Affiliation(s)
- Jeremy L Humphris
- The Kinghorn Cancer Center, Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
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21
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Carlino MS, Fung C, Shahheydari H, Todd JR, Boyd SC, Irvine M, Nagrial AM, Scolyer RA, Kefford RF, Long GV, Rizos H. Preexisting MEK1P124 mutations diminish response to BRAF inhibitors in metastatic melanoma patients. Clin Cancer Res 2014; 21:98-105. [PMID: 25370473 DOI: 10.1158/1078-0432.ccr-14-0759] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND MEK1 mutations in melanoma can confer resistance to BRAF inhibitors, although preexisting MEK1(P124) mutations do not preclude clinical responses. We sought to determine whether recurrent, preexisting MEK1(P124) mutations affected clinical outcome in BRAF inhibitor-treated patients with melanoma. METHODS Data from four published datasets were analyzed to determine whether preexisting MEK1(P124) mutations affect radiologic response or progression-free survival (PFS) in patients with BRAF(V600)-mutant metastatic melanoma treated with vemurafenib or dabrafenib. The effects of MEK1(P124) mutations on MAPK pathway activity and response to BRAF inhibition were also investigated in a series of cell models. RESULTS In a pooled analysis of 123 patients, the presence of a pretreatment MEK1(P124) mutation (N = 12, 10%) was associated with a poorer RECIST response (33% vs. 72% in MEK1(P124Q/S) vs. MEK1(P124) wild-type, P = 0.018), and a shorter PFS (median 3.1 vs. 4.8 months, P = 0.004). Furthermore, MEK1(P124Q/S) mutations were shown to have independent kinase activity and introduction of these mutations into a BRAF-mutant melanoma cell line diminished inhibition of ERK phosphorylation by dabrafenib and enhanced clonogenic survival in the presence of dabrafenib compared with cells ectopically expressing wild-type MEK1. Consistent with these data, two BRAF-mutant cell lines with endogenous MEK1(P124) mutations showed intermediate sensitivity to dabrafenib, but were highly sensitive to downstream inhibition of MEK or ERK. CONCLUSION Taken together, our data indicate that preexisting MEK1(P124) mutations are associated with a reduced response to BRAF inhibitor therapy and identify a subset of patients with BRAF-mutant melanoma likely to benefit from combination therapies involving MEK or ERK inhibitors.
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Affiliation(s)
- Matteo S Carlino
- Westmead Institute for Cancer Research, University of Sydney at Westmead Millennium Institute, Westmead, New South Wales, Australia. Department of Medical Oncology, Crown Princess Mary Cancer Centre, Westmead and Blacktown Hospitals, New South Wales, Australia. Melanoma Institute Australia, Sydney, New South Wales, Australia
| | - Carina Fung
- Westmead Institute for Cancer Research, University of Sydney at Westmead Millennium Institute, Westmead, New South Wales, Australia. Australian School of Advanced Medicine, Macquarie University, New South Wales, Australia
| | - Hamideh Shahheydari
- Australian School of Advanced Medicine, Macquarie University, New South Wales, Australia
| | - Jason R Todd
- Westmead Institute for Cancer Research, University of Sydney at Westmead Millennium Institute, Westmead, New South Wales, Australia
| | - Suzanah C Boyd
- Australian School of Advanced Medicine, Macquarie University, New South Wales, Australia
| | - Mal Irvine
- Australian School of Advanced Medicine, Macquarie University, New South Wales, Australia
| | - Adnan M Nagrial
- The Kinghorn Cancer Centre, Cancer Research Program, Garvan Institute of Medical Research, Sydney, Australia
| | - Richard A Scolyer
- Melanoma Institute Australia, Sydney, New South Wales, Australia. Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia. Department of Tissue Pathology and Diagnostic Oncology Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia
| | - Richard F Kefford
- Westmead Institute for Cancer Research, University of Sydney at Westmead Millennium Institute, Westmead, New South Wales, Australia. Australian School of Advanced Medicine, Macquarie University, New South Wales, Australia. Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia
| | - Georgina V Long
- Melanoma Institute Australia, Sydney, New South Wales, Australia. Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia
| | - Helen Rizos
- Westmead Institute for Cancer Research, University of Sydney at Westmead Millennium Institute, Westmead, New South Wales, Australia. Australian School of Advanced Medicine, Macquarie University, New South Wales, Australia. Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia.
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22
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Sjoquist KM, Chin VT, Chantrill LA, O’Connor C, Hemmings C, Chang DK, Chou A, Pajic M, Johns AL, Nagrial AM, Biankin AV, Yip D. Personalising pancreas cancer treatment: When tissue is the issue. World J Gastroenterol 2014; 20:7849-63. [PMID: 24976722 PMCID: PMC4069313 DOI: 10.3748/wjg.v20.i24.7849] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2013] [Revised: 02/15/2014] [Accepted: 03/19/2014] [Indexed: 02/06/2023] Open
Abstract
The treatment of advanced pancreatic cancer has not moved much beyond single agent gemcitabine until recently when protocols such as FOLFIRINOX (fluorouracil, leucovorin, irinotecan and oxaliplatin) and nab-paclitaxel-gemcitabine have demonstrated some improved outcomes. Advances in technology especially in massively parallel genome sequencing has progressed our understanding of the biology of pancreatic cancer especially the candidate signalling pathways that are involved in tumourogenesis and disease course. This has allowed identification of potentially actionable mutations that may be targeted by new biological agents. The heterogeneity of pancreatic cancer makes tumour tissue collection important with the aim of being able to personalise therapies for the individual as opposed to a one size fits all approach to treatment of the condition. This paper reviews the developments in this area of translational research and the ongoing clinical studies that will attempt to move this into the everyday oncology practice.
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23
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Al-Ejeh F, Pajic M, Shi W, Kalimutho M, Miranda M, Nagrial AM, Chou A, Biankin AV, Grimmond SM, Brown MP, Khanna KK. Gemcitabine and CHK1 inhibition potentiate EGFR-directed radioimmunotherapy against pancreatic ductal adenocarcinoma. Clin Cancer Res 2014; 20:3187-97. [PMID: 24838526 DOI: 10.1158/1078-0432.ccr-14-0048] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
PURPOSE To develop effective combination therapy against pancreatic ductal adenocarcinoma (PDAC) with a combination of chemotherapy, CHK1 inhibition, and EGFR-targeted radioimmunotherapy. EXPERIMENTAL DESIGN Maximum tolerated doses were determined for the combination of gemcitabine, the CHK1 inhibitor PF-477736, and Lutetium-177 ((177)Lu)-labeled anti-EGFR antibody. This triple combination therapy was investigated using PDAC models from well-established cell lines, recently established patient-derived cell lines, and fresh patient-derived xenografts. Tumors were investigated for the accumulation of (177)Lu-anti-EGFR antibody, survival of tumor-initiating cells, induction of DNA damage, cell death, and tumor tissue degeneration. RESULTS The combination of gemcitabine and CHK1 inhibitor PF-477736 with (177)Lu-anti-EGFR antibody was tolerated in mice. This triplet was effective in established tumors and prevented the recurrence of PDAC in four cell line-derived and one patient-derived xenograft model. This exquisite response was associated with the loss of tumor-initiating cells as measured by flow cytometric analysis and secondary implantation of tumors from treated mice into treatment-naïve mice. Extensive DNA damage, apoptosis, and tumor degeneration were detected in the patient-derived xenograft. Mechanistically, we observed CDC25A stabilization as a result of CHK1 inhibition with consequent inhibition of gemcitabine-induced S-phase arrest as well as a decrease in canonical (ERK1/2 phosphorylation) and noncanonical EGFR signaling (RAD51 degradation) as a result of EGFR inhibition. CONCLUSIONS Our study developed an effective combination therapy against PDAC that has potential in the treatment of PDAC.
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MESH Headings
- Animals
- Antibodies, Monoclonal/pharmacology
- Antimetabolites, Antineoplastic/pharmacology
- Apoptosis/drug effects
- Benzodiazepinones/pharmacology
- Blotting, Western
- Carcinoma, Pancreatic Ductal/metabolism
- Carcinoma, Pancreatic Ductal/pathology
- Carcinoma, Pancreatic Ductal/therapy
- Cell Proliferation/drug effects
- Checkpoint Kinase 1
- Combined Modality Therapy
- DNA Damage/drug effects
- Deoxycytidine/analogs & derivatives
- Deoxycytidine/pharmacology
- Drug Synergism
- ErbB Receptors/antagonists & inhibitors
- Female
- Humans
- Immunoenzyme Techniques
- Mice
- Mice, Inbred BALB C
- Mice, Inbred NOD
- Mice, SCID
- Pancreatic Neoplasms/metabolism
- Pancreatic Neoplasms/pathology
- Pancreatic Neoplasms/therapy
- Phosphorylation/drug effects
- Protein Kinases/chemistry
- Pyrazoles/pharmacology
- Radioimmunotherapy
- Signal Transduction/drug effects
- Tumor Cells, Cultured
- Xenograft Model Antitumor Assays
- Gemcitabine
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Affiliation(s)
- Fares Al-Ejeh
- Authors' Affiliations: Signal Transduction Laboratory, QIMR Berghofer Medical Research Institute, Herston; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Queensland; The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research; St Vincent's Clinical School, Faculty of Medicine, University of NSW; Department of Anatomical Pathology, SYDPATH, St Vincent's Hospital, Darlinghurst, New South Wales; Australian Pancreatic Cancer Genome Initiative, for the full list of contributors see http://www.pancreaticcancer.net.au/apgi/collaborators; Cancer Clinical Trials Unit, Royal Adelaide Hospital Cancer Centre, and Centre for Cancer Biology, SA Pathology; School of Medicine, University of Adelaide, Adelaide, Australia; and Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Marina Pajic
- Authors' Affiliations: Signal Transduction Laboratory, QIMR Berghofer Medical Research Institute, Herston; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Queensland; The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research; St Vincent's Clinical School, Faculty of Medicine, University of NSW; Department of Anatomical Pathology, SYDPATH, St Vincent's Hospital, Darlinghurst, New South Wales; Australian Pancreatic Cancer Genome Initiative, for the full list of contributors see http://www.pancreaticcancer.net.au/apgi/collaborators; Cancer Clinical Trials Unit, Royal Adelaide Hospital Cancer Centre, and Centre for Cancer Biology, SA Pathology; School of Medicine, University of Adelaide, Adelaide, Australia; and Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United KingdomAuthors' Affiliations: Signal Transduction Laboratory, QIMR Berghofer Medical Research Institute, Herston; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Queensland; The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research; St Vincent's Clinical School, Faculty of Medicine, University of NSW; Department of Anatomical Pathology, SYDPATH, St Vincent's Hospital, Darlinghurst, New South Wales; Australian Pancreatic Cancer Genome Initiative, for the full list of contributors see http://www.pancreaticcancer.net.au/apgi/collaborators; Cancer Clinical Trials Unit, Royal Adelaide Hospital Cancer Centre, and Centre for Cancer Biology, SA Pathology; School of Medicine, University of Adelaide, Adelaide, Australia; and Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Wei Shi
- Authors' Affiliations: Signal Transduction Laboratory, QIMR Berghofer Medical Research Institute, Herston; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Queensland; The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research; St Vincent's Clinical School, Faculty of Medicine, University of NSW; Department of Anatomical Pathology, SYDPATH, St Vincent's Hospital, Darlinghurst, New South Wales; Australian Pancreatic Cancer Genome Initiative, for the full list of contributors see http://www.pancreaticcancer.net.au/apgi/collaborators; Cancer Clinical Trials Unit, Royal Adelaide Hospital Cancer Centre, and Centre for Cancer Biology, SA Pathology; School of Medicine, University of Adelaide, Adelaide, Australia; and Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Murugan Kalimutho
- Authors' Affiliations: Signal Transduction Laboratory, QIMR Berghofer Medical Research Institute, Herston; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Queensland; The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research; St Vincent's Clinical School, Faculty of Medicine, University of NSW; Department of Anatomical Pathology, SYDPATH, St Vincent's Hospital, Darlinghurst, New South Wales; Australian Pancreatic Cancer Genome Initiative, for the full list of contributors see http://www.pancreaticcancer.net.au/apgi/collaborators; Cancer Clinical Trials Unit, Royal Adelaide Hospital Cancer Centre, and Centre for Cancer Biology, SA Pathology; School of Medicine, University of Adelaide, Adelaide, Australia; and Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Mariska Miranda
- Authors' Affiliations: Signal Transduction Laboratory, QIMR Berghofer Medical Research Institute, Herston; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Queensland; The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research; St Vincent's Clinical School, Faculty of Medicine, University of NSW; Department of Anatomical Pathology, SYDPATH, St Vincent's Hospital, Darlinghurst, New South Wales; Australian Pancreatic Cancer Genome Initiative, for the full list of contributors see http://www.pancreaticcancer.net.au/apgi/collaborators; Cancer Clinical Trials Unit, Royal Adelaide Hospital Cancer Centre, and Centre for Cancer Biology, SA Pathology; School of Medicine, University of Adelaide, Adelaide, Australia; and Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United KingdomAuthors' Affiliations: Signal Transduction Laboratory, QIMR Berghofer Medical Research Institute, Herston; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Queensland; The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research; St Vincent's Clinical School, Faculty of Medicine, University of NSW; Department of Anatomical Pathology, SYDPATH, St Vincent's Hospital, Darlinghurst, New South Wales; Australian Pancreatic Cancer Genome Initiative, for the full list of contributors see http://www.pancreaticcancer.net.au/apgi/collaborators; Cancer Clinical Trials Unit, Royal Adelaide Hospital Cancer Centre, and Centre for Cancer Biology, SA Pathology; School of Medicine, University of Adelaide, Adelaide, Australia; and Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Adnan M Nagrial
- Authors' Affiliations: Signal Transduction Laboratory, QIMR Berghofer Medical Research Institute, Herston; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Queensland; The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research; St Vincent's Clinical School, Faculty of Medicine, University of NSW; Department of Anatomical Pathology, SYDPATH, St Vincent's Hospital, Darlinghurst, New South Wales; Australian Pancreatic Cancer Genome Initiative, for the full list of contributors see http://www.pancreaticcancer.net.au/apgi/collaborators; Cancer Clinical Trials Unit, Royal Adelaide Hospital Cancer Centre, and Centre for Cancer Biology, SA Pathology; School of Medicine, University of Adelaide, Adelaide, Australia; and Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Angela Chou
- Authors' Affiliations: Signal Transduction Laboratory, QIMR Berghofer Medical Research Institute, Herston; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Queensland; The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research; St Vincent's Clinical School, Faculty of Medicine, University of NSW; Department of Anatomical Pathology, SYDPATH, St Vincent's Hospital, Darlinghurst, New South Wales; Australian Pancreatic Cancer Genome Initiative, for the full list of contributors see http://www.pancreaticcancer.net.au/apgi/collaborators; Cancer Clinical Trials Unit, Royal Adelaide Hospital Cancer Centre, and Centre for Cancer Biology, SA Pathology; School of Medicine, University of Adelaide, Adelaide, Australia; and Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United KingdomAuthors' Affiliations: Signal Transduction Laboratory, QIMR Berghofer Medical Research Institute, Herston; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Queensland; The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research; St Vincent's Clinical School, Faculty of Medicine, University of NSW; Department of Anatomical Pathology, SYDPATH, St Vincent's Hospital, Darlinghurst, New South Wales; Australian Pancreatic Cancer Genome Initiative, for the full list of contributors see http://www.pancreaticcancer.net.au/apgi/collaborators; Cancer Clinical Trials Unit, Royal Adelaide Hospital Cancer Centre, and Centre for Cancer Biology, SA Pathology; School of Medicine, University of Adelaide, Adelaide, Australia; and Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Andrew V Biankin
- Authors' Affiliations: Signal Transduction Laboratory, QIMR Berghofer Medical Research Institute, Herston; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Queensland; The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research; St Vincent's Clinical School, Faculty of Medicine, University of NSW; Department of Anatomical Pathology, SYDPATH, St Vincent's Hospital, Darlinghurst, New South Wales; Australian Pancreatic Cancer Genome Initiative, for the full list of contributors see http://www.pancreaticcancer.net.au/apgi/collaborators; Cancer Clinical Trials Unit, Royal Adelaide Hospital Cancer Centre, and Centre for Cancer Biology, SA Pathology; School of Medicine, University of Adelaide, Adelaide, Australia; and Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United KingdomAuthors' Affiliations: Signal Transduction Laboratory, QIMR Berghofer Medical Research Institute, Herston; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Queensland; The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research; St Vincent's Clinical School, Faculty of Medicine, University of NSW; Department of Anatomical Pathology, SYDPATH, St Vincent's Hospital, Darlinghurst, New South Wales; Australian Pancreatic Cancer Genome Initiative, for the full list of contributors see http://www.pancreaticcancer.net.au/apgi/collaborators; Cancer Clinical Trials Unit, Royal Adelaide Hospital Cancer Centre, and Centre for Cancer Biology, SA Pathology; School of Medicine, University of Adelaide, Adelaide, Australia; and Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Sean M Grimmond
- Authors' Affiliations: Signal Transduction Laboratory, QIMR Berghofer Medical Research Institute, Herston; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Queensland; The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research; St Vincent's Clinical School, Faculty of Medicine, University of NSW; Department of Anatomical Pathology, SYDPATH, St Vincent's Hospital, Darlinghurst, New South Wales; Australian Pancreatic Cancer Genome Initiative, for the full list of contributors see http://www.pancreaticcancer.net.au/apgi/collaborators; Cancer Clinical Trials Unit, Royal Adelaide Hospital Cancer Centre, and Centre for Cancer Biology, SA Pathology; School of Medicine, University of Adelaide, Adelaide, Australia; and Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United KingdomAuthors' Affiliations: Signal Transduction Laboratory, QIMR Berghofer Medical Research Institute, Herston; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Queensland; The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research; St Vincent's Clinical School, Faculty of Medicine, University of NSW; Department of Anatomical Pathology, SYDPATH, St Vincent's Hospital, Darlinghurst, New South Wales; Australian Pancreatic Cancer Genome Initiative, for the full list of contributors see http://www.pancreaticcancer.net.au/apgi/collaborators; Cancer Clinical Trials Unit, Royal Adelaide Hospital Cancer Centre, and Centre for Cancer Biology, SA Pathology; School of Medicine, University of Adelaide, Adelaide, Australia; and Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United KingdomAuthors' Affiliations: Signal Transduction Laboratory, QIMR Berghofer Medical Research Institute, Herston; Queensland Centre for Medic
| | - Michael P Brown
- Authors' Affiliations: Signal Transduction Laboratory, QIMR Berghofer Medical Research Institute, Herston; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Queensland; The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research; St Vincent's Clinical School, Faculty of Medicine, University of NSW; Department of Anatomical Pathology, SYDPATH, St Vincent's Hospital, Darlinghurst, New South Wales; Australian Pancreatic Cancer Genome Initiative, for the full list of contributors see http://www.pancreaticcancer.net.au/apgi/collaborators; Cancer Clinical Trials Unit, Royal Adelaide Hospital Cancer Centre, and Centre for Cancer Biology, SA Pathology; School of Medicine, University of Adelaide, Adelaide, Australia; and Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United KingdomAuthors' Affiliations: Signal Transduction Laboratory, QIMR Berghofer Medical Research Institute, Herston; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Queensland; The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research; St Vincent's Clinical School, Faculty of Medicine, University of NSW; Department of Anatomical Pathology, SYDPATH, St Vincent's Hospital, Darlinghurst, New South Wales; Australian Pancreatic Cancer Genome Initiative, for the full list of contributors see http://www.pancreaticcancer.net.au/apgi/collaborators; Cancer Clinical Trials Unit, Royal Adelaide Hospital Cancer Centre, and Centre for Cancer Biology, SA Pathology; School of Medicine, University of Adelaide, Adelaide, Australia; and Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Kum Kum Khanna
- Authors' Affiliations: Signal Transduction Laboratory, QIMR Berghofer Medical Research Institute, Herston; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Queensland; The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research; St Vincent's Clinical School, Faculty of Medicine, University of NSW; Department of Anatomical Pathology, SYDPATH, St Vincent's Hospital, Darlinghurst, New South Wales; Australian Pancreatic Cancer Genome Initiative, for the full list of contributors see http://www.pancreaticcancer.net.au/apgi/collaborators; Cancer Clinical Trials Unit, Royal Adelaide Hospital Cancer Centre, and Centre for Cancer Biology, SA Pathology; School of Medicine, University of Adelaide, Adelaide, Australia; and Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United KingdomAuthors' Affiliations: Signal Transduction Laboratory, QIMR Berghofer Medical Research Institute, Herston; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Queensland; The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research; St Vincent's Clinical School, Faculty of Medicine, University of NSW; Department of Anatomical Pathology, SYDPATH, St Vincent's Hospital, Darlinghurst, New South Wales; Australian Pancreatic Cancer Genome Initiative, for the full list of contributors see http://www.pancreaticcancer.net.au/apgi/collaborators; Cancer Clinical Trials Unit, Royal Adelaide Hospital Cancer Centre, and Centre for Cancer Biology, SA Pathology; School of Medicine, University of Adelaide, Adelaide, Australia; and Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
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Nagrial AM, Chang DK, Nguyen NQ, Johns AL, Chantrill LA, Humphris JL, Chin VT, Samra JS, Gill AJ, Pajic M, Pinese M, Colvin EK, Scarlett CJ, Chou A, Kench JG, Sutherland RL, Horvath LG, Biankin AV. Adjuvant chemotherapy in elderly patients with pancreatic cancer. Br J Cancer 2014; 110:313-9. [PMID: 24263063 PMCID: PMC3899761 DOI: 10.1038/bjc.2013.722] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2013] [Revised: 10/09/2013] [Accepted: 10/21/2013] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Adjuvant chemotherapy improves survival for patients with resected pancreatic cancer. Elderly patients are under-represented in Phase III clinical trials, and as a consequence the efficacy of adjuvant therapy in older patients with pancreatic cancer is not clear. We aimed to assess the use and efficacy of adjuvant chemotherapy in older patients with pancreatic cancer. METHODS We assessed a community cohort of 439 patients with a diagnosis of pancreatic ductal adenocarcinoma who underwent operative resection in centres associated with the Australian Pancreatic Cancer Genome Initiative. RESULTS The median age of the cohort was 67 years. Overall only 47% of all patients received adjuvant therapy. Patients who received adjuvant chemotherapy were predominantly younger, had later stage disease, more lymph node involvement and more evidence of perineural invasion than the group that did not receive adjuvant treatment. Overall, adjuvant chemotherapy was associated with prolonged survival (median 22.1 vs 15.8 months; P<0.0001). Older patients (aged ≥70) were less likely to receive adjuvant chemotherapy (51.5% vs 29.8%; P<0.0001). Older patients had a particularly poor outcome when adjuvant therapy was not delivered (median survival=13.1 months; HR 1.89, 95% CI: 1.27-2.78, P=0.002). CONCLUSION Patients aged ≥70 are less likely to receive adjuvant therapy although it is associated with improved outcome. Increased use of adjuvant therapy in older individuals is encouraged as they constitute a large proportion of patients with pancreatic cancer.
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Affiliation(s)
- A M Nagrial
- The Kinghorn Cancer Centre, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney NSW 2010, Australia
| | - D K Chang
- The Kinghorn Cancer Centre, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney NSW 2010, Australia
- Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney NSW 2200, Australia
- South Western Sydney Clinical School, Faculty of Medicine, University of NSW, Liverpool NSW 2170, Australia
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Glasgow G61 1BD, Scotland, UK
| | - N Q Nguyen
- The Kinghorn Cancer Centre, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney NSW 2010, Australia
| | - A L Johns
- The Kinghorn Cancer Centre, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney NSW 2010, Australia
| | - L A Chantrill
- The Kinghorn Cancer Centre, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney NSW 2010, Australia
- Macarthur Cancer Therapy Centre, Campbelltown, NSW 2560, Australia
| | - J L Humphris
- The Kinghorn Cancer Centre, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney NSW 2010, Australia
| | - V T Chin
- The Kinghorn Cancer Centre, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney NSW 2010, Australia
| | - J S Samra
- Department of Surgery, Royal North Shore Hospital, St Leonards, Sydney, NSW 2065, Australia
| | - A J Gill
- Department of Anatomical Pathology, Royal North Shore Hospital, St Leonards, Sydney, NSW 2065, Australia
- Sydney Medical School, University of Sydney, Sydney, NSW 2006; Australia
| | - M Pajic
- The Kinghorn Cancer Centre, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney NSW 2010, Australia
| | - Australian Pancreatic Cancer Genome Initiative
- The Kinghorn Cancer Centre, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney NSW 2010, Australia
- Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney NSW 2200, Australia
- South Western Sydney Clinical School, Faculty of Medicine, University of NSW, Liverpool NSW 2170, Australia
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Glasgow G61 1BD, Scotland, UK
- Macarthur Cancer Therapy Centre, Campbelltown, NSW 2560, Australia
- Department of Surgery, Royal North Shore Hospital, St Leonards, Sydney, NSW 2065, Australia
- Department of Anatomical Pathology, Royal North Shore Hospital, St Leonards, Sydney, NSW 2065, Australia
- Sydney Medical School, University of Sydney, Sydney, NSW 2006; Australia
- School of Environmental and Life Sciences, University of Newcastle, Ourimbah, NSW 2258, Australia
- Department of Anatomical Pathology, St. Vincent's Hospital, Darlinghurst, Sydney, NSW 2010, Australia
- Department of Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital, Sydney, NSW 2050, Australia
- St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
- Department of Medical Oncology, Sydney Cancer Centre, Sydney, NSW 2050, Australia
| | - M Pinese
- The Kinghorn Cancer Centre, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney NSW 2010, Australia
| | - E K Colvin
- The Kinghorn Cancer Centre, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney NSW 2010, Australia
| | - C J Scarlett
- The Kinghorn Cancer Centre, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney NSW 2010, Australia
- School of Environmental and Life Sciences, University of Newcastle, Ourimbah, NSW 2258, Australia
| | - A Chou
- The Kinghorn Cancer Centre, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney NSW 2010, Australia
- Department of Anatomical Pathology, St. Vincent's Hospital, Darlinghurst, Sydney, NSW 2010, Australia
| | - J G Kench
- The Kinghorn Cancer Centre, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney NSW 2010, Australia
- Department of Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital, Sydney, NSW 2050, Australia
| | - R L Sutherland
- The Kinghorn Cancer Centre, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney NSW 2010, Australia
- St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| | - L G Horvath
- The Kinghorn Cancer Centre, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney NSW 2010, Australia
- Department of Medical Oncology, Sydney Cancer Centre, Sydney, NSW 2050, Australia
| | - A V Biankin
- The Kinghorn Cancer Centre, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney NSW 2010, Australia
- Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney NSW 2200, Australia
- South Western Sydney Clinical School, Faculty of Medicine, University of NSW, Liverpool NSW 2170, Australia
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Glasgow G61 1BD, Scotland, UK
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Chou A, Waddell N, Cowley MJ, Gill AJ, Chang DK, Patch AM, Nones K, Wu J, Pinese M, Johns AL, Miller DK, Kassahn KS, Nagrial AM, Wasan H, Goldstein D, Toon CW, Chin V, Chantrill L, Humphris J, Mead RS, Rooman I, Samra JS, Pajic M, Musgrove EA, Pearson JV, Morey AL, Grimmond SM, Biankin AV. Clinical and molecular characterization of HER2 amplified-pancreatic cancer. Genome Med 2013; 5:78. [PMID: 24004612 PMCID: PMC3978667 DOI: 10.1186/gm482] [Citation(s) in RCA: 85] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2013] [Accepted: 08/23/2013] [Indexed: 01/13/2023] Open
Abstract
Background Pancreatic cancer is one of the most lethal and molecularly diverse malignancies. Repurposing of therapeutics that target specific molecular mechanisms in different disease types offers potential for rapid improvements in outcome. Although HER2 amplification occurs in pancreatic cancer, it is inadequately characterized to exploit the potential of anti-HER2 therapies. Methods HER2 amplification was detected and further analyzed using multiple genomic sequencing approaches. Standardized reference laboratory assays defined HER2 amplification in a large cohort of patients (n = 469) with pancreatic ductal adenocarcinoma (PDAC). Results An amplified inversion event (1 MB) was identified at the HER2 locus in a patient with PDAC. Using standardized laboratory assays, we established diagnostic criteria for HER2 amplification in PDAC, and observed a prevalence of 2%. Clinically, HER2- amplified PDAC was characterized by a lack of liver metastases, and a preponderance of lung and brain metastases. Excluding breast and gastric cancer, the incidence of HER2-amplified cancers in the USA is >22,000 per annum. Conclusions HER2 amplification occurs in 2% of PDAC, and has distinct features with implications for clinical practice. The molecular heterogeneity of PDAC implies that even an incidence of 2% represents an attractive target for anti-HER2 therapies, as options for PDAC are limited. Recruiting patients based on HER2 amplification, rather than organ of origin, could make trials of anti-HER2 therapies feasible in less common cancer types.
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Affiliation(s)
- Angela Chou
- Kinghorn Cancer Centre and Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia ; Anatomical Pathology, Sydpath, St Vincent's Hospital, Sydney, Australia ; St Vincent's Clinical School, University of New South Wales, Sydney, Australia
| | - Nicola Waddell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Australia
| | - Mark J Cowley
- Kinghorn Cancer Centre and Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia ; St Vincent's Clinical School, University of New South Wales, Sydney, Australia
| | - Anthony J Gill
- Kinghorn Cancer Centre and Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia ; Department of Anatomical Pathology, Royal North Shore Hospital, St Lenoards, Sydney, Australia ; Sydney Medical School, University of Sydney, Sydney, Australia
| | - David K Chang
- Kinghorn Cancer Centre and Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia ; Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, UK ; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, UK
| | - Ann-Marie Patch
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Australia
| | - Katia Nones
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Australia
| | - Jianmin Wu
- Kinghorn Cancer Centre and Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia ; St Vincent's Clinical School, University of New South Wales, Sydney, Australia
| | - Mark Pinese
- Kinghorn Cancer Centre and Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia ; St Vincent's Clinical School, University of New South Wales, Sydney, Australia
| | - Amber L Johns
- Kinghorn Cancer Centre and Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia
| | - David K Miller
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Australia
| | - Karin S Kassahn
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Australia
| | - Adnan M Nagrial
- Kinghorn Cancer Centre and Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia ; St Vincent's Clinical School, University of New South Wales, Sydney, Australia
| | - Harpreet Wasan
- Department of Cancer Medicine, Hammersmith Hospital, Imperial College Healthcare NHS Trust, London, UK
| | - David Goldstein
- Prince of Wales Clinical School, University of New South Wales and Prince of Wales Hospital, Sydney, Australia
| | - Christopher W Toon
- Department of Anatomical Pathology, Royal North Shore Hospital, St Lenoards, Sydney, Australia ; Sydney Medical School, University of Sydney, Sydney, Australia ; Histopath Pathology, 97 Waterloo Road, North Ryde, NSW 2113, Australia
| | - Venessa Chin
- Kinghorn Cancer Centre and Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia ; St Vincent's Clinical School, University of New South Wales, Sydney, Australia
| | - Lorraine Chantrill
- Kinghorn Cancer Centre and Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia ; St Vincent's Clinical School, University of New South Wales, Sydney, Australia ; Macarthur Cancer Therapy Centre, Sydney South West District Health Service, Sydney, NSW, Australia
| | - Jeremy Humphris
- Kinghorn Cancer Centre and Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia
| | - R Scott Mead
- Kinghorn Cancer Centre and Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia ; Anatomical Pathology, Sydpath, St Vincent's Hospital, Sydney, Australia ; St Vincent's Clinical School, University of New South Wales, Sydney, Australia
| | - Ilse Rooman
- Kinghorn Cancer Centre and Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia ; St Vincent's Clinical School, University of New South Wales, Sydney, Australia
| | - Jaswinder S Samra
- Upper Gastrointestinal Surgery Unit, Royal North Shore Hospital, Sydney, Australia
| | - Marina Pajic
- Kinghorn Cancer Centre and Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia ; St Vincent's Clinical School, University of New South Wales, Sydney, Australia
| | - Elizabeth A Musgrove
- Kinghorn Cancer Centre and Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia ; Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - John V Pearson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Australia
| | - Adrienne L Morey
- Anatomical Pathology, Sydpath, St Vincent's Hospital, Sydney, Australia
| | - Sean M Grimmond
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Australia ; Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Andrew V Biankin
- Kinghorn Cancer Centre and Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia ; Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, UK ; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, UK
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Chang DK, Pinese M, Scarlett CJ, Pajic M, Colvin EK, Johns AL, Wu J, Cowley MJ, Humphris JL, Chou A, Nguyen NQ, Nagrial AM, Chantrill L, Chin VT, Musgrove EA, Altekruse S, Gill AJ, Kench JG, Biankin AV. Abstract 1156: A molecular pre-operative prognostic nomogram for resectable pancreatic cancer. Cancer Res 2013. [DOI: 10.1158/1538-7445.am2013-1156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Purpose: Defining clinically and biologically relevant phenotypes to inform treatment decisions in other cancers have led to substantial improvements in overall outcomes. About 80% of patients with pancreatic cancer (PC) succumb to the disease despite curative resection, many of whom recur within 6 months of surgery. These early recurrences demonstrate that current staging is inadequate and that there is a clear need to better define prognostic phenotypes prior to significant intervention. This study aimed to evaluate the potential clinical utility of biologically relevant molecules as prognostic factors in resected PC to define strategies that may improve current preoperative staging accuracy and inform treatment decisions.
Method: We assessed the relationship of aberrant expression of two pro-metastatic calcium-binding proteins, S100A2 and S100A4 with disease-specific survival in four independent cohorts of patients (total n = 547) who underwent operative resection for PC. A preoperative nomogram using pre-operatively assessable variables including biomarkers was derived and was compared to traditional prognostic variables and the postoperative nomogram.
Results: High S100A2 and S100A4 expressions were an independent poor prognostic factor in both the training (n = 76; HR = 2.00, 95% CI = 1.15 - 3.49, P = 0.0216 and HR = 3.34, 95% CI = 1.69 - 6.62, P = 0.0005 respectively) and validation (n = 316; HR = 1.73, 95% CI = 1.20 - 2.48, P = 0.0030 and HR = 1.65, 95% CI = 1.23 - 2.22, P = 0.0009 respectively) cohorts. These results were further validated in a prospective cohort (ICGC-APGI, n = 100) and another retrospective population based cohort (NCI SEER, n = 55). Aberrant expression of S100A2/A4 protein again stratified the cohorts into 3 distinct prognostic groups. A preoperative nomogram using only variables that could be measured preoperatively (age, tumour size, tumour location and molecular biomarkers), predicted survival better than nomograms derived using clinico-pathological variables, which are only determinable after surgery. A proof-of-principle study demonstrated that biomarker expression can be reliably assessed in preoperative EUS-FNA cell block samples.
Conclusion: S100A4 and S100A2 are one of the very few biomarkers that have been independently validated in multiple patient cohorts. Their aberrant expression stratifies PC into distinct prognostic groups and potentially enables more accurate preoperative prognostication through a nomogram. Biomarker assessment potentially enables accurate preoperative prognostication, which is more accurate than current staging methods. The development and application of such nomograms has the potential to improve patient selection for surgery and assist clinicians in making “tie-breaker” decisions that would ultimately improve the overall survival and quality of life for patients with PC.
Citation Format: David K. Chang, Mark Pinese, Christopher J. Scarlett, Marina Pajic, Emily K. Colvin, Amber L. Johns, Jianmin Wu, Mark J. Cowley, Jeremy L. Humphris, Angela Chou, Nam Q. Nguyen, Adnan M. Nagrial, Lorraine Chantrill, Venessa T. Chin, Elizabeth A. Musgrove, Sean Altekruse, Anthony J. Gill, James G. Kench, Andrew V. Biankin. A molecular pre-operative prognostic nomogram for resectable pancreatic cancer. [abstract]. In: Proceedings of the 104th Annual Meeting of the American Association for Cancer Research; 2013 Apr 6-10; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2013;73(8 Suppl):Abstract nr 1156. doi:10.1158/1538-7445.AM2013-1156
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Affiliation(s)
- David K. Chang
- 1Garvan Institute of Medical Research, Sydney, Australia
| | - Mark Pinese
- 1Garvan Institute of Medical Research, Sydney, Australia
| | | | - Marina Pajic
- 1Garvan Institute of Medical Research, Sydney, Australia
| | | | - Amber L. Johns
- 1Garvan Institute of Medical Research, Sydney, Australia
| | - Jianmin Wu
- 1Garvan Institute of Medical Research, Sydney, Australia
| | - Mark J. Cowley
- 1Garvan Institute of Medical Research, Sydney, Australia
| | | | - Angela Chou
- 1Garvan Institute of Medical Research, Sydney, Australia
| | - Nam Q. Nguyen
- 1Garvan Institute of Medical Research, Sydney, Australia
| | | | | | | | | | | | | | - James G. Kench
- 1Garvan Institute of Medical Research, Sydney, Australia
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Chang DK, Jamieson NB, Johns AL, Scarlett CJ, Pajic M, Chou A, Pinese M, Humphris JL, Jones MD, Toon C, Nagrial AM, Chantrill LA, Chin VT, Pinho AV, Rooman I, Cowley MJ, Wu J, Mead RS, Colvin EK, Samra JS, Corbo V, Bassi C, Falconi M, Lawlor RT, Crippa S, Sperandio N, Bersani S, Dickson EJ, Mohamed MAA, Oien KA, Foulis AK, Musgrove EA, Sutherland RL, Kench JG, Carter CR, Gill AJ, Scarpa A, McKay CJ, Biankin AV. Histomolecular phenotypes and outcome in adenocarcinoma of the ampulla of vater. J Clin Oncol 2013; 31:1348-56. [PMID: 23439753 DOI: 10.1200/jco.2012.46.8868] [Citation(s) in RCA: 119] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
PURPOSE Individuals with adenocarcinoma of the ampulla of Vater demonstrate a broad range of outcomes, presumably because these cancers may arise from any one of the three epithelia that converge at that location. This variability poses challenges for clinical decision making and the development of novel therapeutic strategies. PATIENTS AND METHODS We assessed the potential clinical utility of histomolecular phenotypes defined using a combination of histopathology and protein expression (CDX2 and MUC1) in 208 patients from three independent cohorts who underwent surgical resection for adenocarcinoma of the ampulla of Vater. RESULTS Histologic subtype and CDX2 and MUC1 expression were significant prognostic variables. Patients with a histomolecular pancreaticobiliary phenotype (CDX2 negative, MUC1 positive) segregated into a poor prognostic group in the training (hazard ratio [HR], 3.34; 95% CI, 1.69 to 6.62; P < .001) and both validation cohorts (HR, 5.65; 95% CI, 2.77 to 11.5; P < .001 and HR, 2.78; 95% CI, 1.25 to 7.17; P = .0119) compared with histomolecular nonpancreaticobiliary carcinomas. Further stratification by lymph node (LN) status defined three clinically relevant subgroups: one, patients with histomolecular nonpancreaticobiliary (intestinal) carcinoma without LN metastases who had an excellent prognosis; two, those with histomolecular pancreaticobiliary carcinoma with LN metastases who had a poor outcome; and three, the remainder of patients (nonpancreaticobiliary, LN positive or pancreaticobiliary, LN negative) who had an intermediate outcome. CONCLUSION Histopathologic and molecular criteria combine to define clinically relevant histomolecular phenotypes of adenocarcinoma of the ampulla of Vater and potentially represent distinct diseases with significant implications for current therapeutic strategies, the ability to interpret past clinical trials, and future trial design.
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Affiliation(s)
- David K Chang
- Cancer Research Program, Garvan Institute of Medical Research, Sydney, NSW 2010 Australia
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Long GV, Menzies AM, Nagrial AM, Haydu LE, Hamilton AL, Mann GJ, Hughes TM, Thompson JF, Scolyer RA, Kefford RF. Prognostic and clinicopathologic associations of oncogenic BRAF in metastatic melanoma. J Clin Oncol 2011; 29:1239-46. [PMID: 21343559 DOI: 10.1200/jco.2010.32.4327] [Citation(s) in RCA: 773] [Impact Index Per Article: 59.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE To assess the frequency and type of oncogenic BRAF mutations in metastatic melanoma and correlate BRAF status with clinicopathologic features and outcome. PATIENTS AND METHODS Consecutive BRAF-tested Australian patients with metastatic melanoma (n = 197) were observed prospectively. A comprehensive range of clinicopathologic variables were correlated with BRAF mutation status, and a survival analysis was conducted. RESULTS Forty-eight percent of patients had a BRAF mutation; 70 patients (74%) had V600E, 19 (20%) had V600K, and six (6%) had other genotypes. Other than age at diagnosis of distant metastasis (median age, 56 v 63 years for BRAF-mutant v BRAF wild-type patients, respectively; P < .001), there was no significant difference in clinical features of patients with metastatic melanoma by mutation status. Features of the antecedent primary melanoma significantly associated with a BRAF mutation (P < .05) were histopathologic subtype, presence of mitoses, single or occult primary melanoma, truncal location, and age at diagnosis of primary tumor ≤ 50 years. The interval from diagnosis of first-ever melanoma to distant metastasis was not significantly different between BRAF-mutant and BRAF wild-type patients; however, the median survival of patients with newly diagnosed metastatic melanoma was 5.7 months for BRAF-mutant patients not treated with a BRAF inhibitor, 8.5 months for BRAF wild-type patients, and not reached for BRAF-mutant patients treated with a BRAF inhibitor. CONCLUSION V600K mutations comprised 20% of BRAF mutations. Characteristics of the antecedent primary melanoma and age at diagnosis differed in BRAF-mutant and BRAF wild-type patients. The presence of mutant BRAF had no impact on the disease-free interval from diagnosis of first-ever melanoma to first distant metastasis; however, it may have impacted survival thereafter.
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Affiliation(s)
- Georgina V Long
- Melanoma Institute Australia, 40 Rocklands Rd, North Sydney, New South Wales, 2060, Australia.
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