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Čarnogurská M, Vasylieva VS, Macháčková T, Boudná M, Pifková L, Orlíčková J, Ivkovic TC, Slabý O, Bencsiková B, Popovici V, Budinská E. Search for Mutations Connected With Non-Response to Anti-EGFR Therapy in mCRC in the Morphologically Defined Regions of Primary Tumours. Cancer Med 2025; 14:e70910. [PMID: 40302146 PMCID: PMC12040724 DOI: 10.1002/cam4.70910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Revised: 04/01/2025] [Accepted: 04/09/2025] [Indexed: 05/01/2025] Open
Abstract
BACKGROUND Emerging evidence suggests that tumour morphological heterogeneity may influence mutational profiles relevant to therapy response. In this pilot study, we aimed to assess whether mutations identified within specific morphological patterns or at the invasion front correlate with shorter time to progression after anti-EGFR therapy, as compared to whole-tissue analysis. METHODS We investigated genetic mutations in 142 samples from primary tumours of 39 KRAS wild-type metastatic colorectal cancer (CRC) patients receiving anti-EGFR therapy. Deep next-generation sequencing was performed on whole-tumour sections and six morphology-defined tumour regions. RESULTS Mutations in genes linked to anti-EGFR therapy response (KRAS, BRAF, NRAS, PTEN and PI3KCA) were found uniquely in the non-responder group, with substantial variability across morphological sub-regions. BRAF mutations were aligned with serrated and mucinous morphologies, while KRAS mutations (p.Lys147Glu and p.Ala146Thr) were associated with mucinous and desmoplastic morphologies. In all cases, the cumulative mutational profile from sub-regions provided more details than that of the whole-tumour profile. CONCLUSION Our findings highlight that comprehensive analysis, considering morphological heterogeneity, is crucial for personalised CRC treatment strategies.
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Affiliation(s)
| | | | - Táňa Macháčková
- Central European Institute of Technology, Masaryk UniversityBrnoCzech Republic
- Department of Biology, Faculty of MedicineMasaryk UniversityBrnoCzech Republic
| | - Marie Boudná
- Central European Institute of Technology, Masaryk UniversityBrnoCzech Republic
- Department of Biology, Faculty of MedicineMasaryk UniversityBrnoCzech Republic
| | - Lucie Pifková
- Central European Institute of Technology, Masaryk UniversityBrnoCzech Republic
- Department of Biology, Faculty of MedicineMasaryk UniversityBrnoCzech Republic
| | - Jana Orlíčková
- Central European Institute of Technology, Masaryk UniversityBrnoCzech Republic
- Department of Biology, Faculty of MedicineMasaryk UniversityBrnoCzech Republic
| | - Tina Catela Ivkovic
- Central European Institute of Technology, Masaryk UniversityBrnoCzech Republic
| | - Ondrej Slabý
- Central European Institute of Technology, Masaryk UniversityBrnoCzech Republic
- Department of Biology, Faculty of MedicineMasaryk UniversityBrnoCzech Republic
| | | | - Vlad Popovici
- RECETOX, Faculty of ScienceMasaryk UniversityBrnoCzech Republic
| | - Eva Budinská
- RECETOX, Faculty of ScienceMasaryk UniversityBrnoCzech Republic
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Woolley CE, Domingo E, Fernandez-Tajes J, Pennel KA, Roxburgh P, Edwards J, Richman SD, Maughan TS, Kerr DJ, Soriano I, Tomlinson IP. Coevolution of Atypical BRAF and KRAS Mutations in Colorectal Tumorigenesis. Mol Cancer Res 2025; 23:300-312. [PMID: 39751654 PMCID: PMC7617415 DOI: 10.1158/1541-7786.mcr-24-0464] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Revised: 11/13/2024] [Accepted: 12/30/2024] [Indexed: 01/04/2025]
Abstract
BRAF mutations in colorectal cancer comprise three functional classes: class 1 (V600E) with strong constitutive activation, class 2 with pathogenic kinase activity lower than that of class 1, and class 3 which paradoxically lacks kinase activity. Non-class 1 mutations associate with better prognosis, microsatellite stability, distal tumor location, and better anti-EGFR response. An analysis of 13 colorectal cancer cohorts (n = 6,605 tumors) compared class 1 (n = 709, 10.7% of colorectal cancers), class 2 (n = 31, 0.47%), and class 3 (n = 81, 1.22%) mutations. Class 2-mutant and class 3-mutant colorectal cancers frequently co-occurred with additional Ras pathway mutations (29.0% and 45.7%, respectively, vs. 2.40% in class 1; P < 0.001), often at atypical sites (KRAS noncodon 12/13/61, NRAS, or NF1). Ras pathway activation was highest in class 1 and lowest in class 3, with a greater distal expression of EGFR ligands (amphiregulin/epiregulin) supporting weaker BRAF driver mutations. Unlike class 1 mutants, class 3 tumors resembled chromosomally unstable colorectal cancers in mutation burdens, signatures, driver mutations, and transcriptional subtypes, whereas class 2 mutants displayed intermediate characteristics. Atypical BRAF mutations were associated with longer overall survival than class 1 mutations (HR = 0.25; P = 0.011) but lost this advantage in cancers with additional Ras mutations (HR = 0.94; P = 0.86). This study supports the suggestion that class 3 BRAF mutations amplify existing Ras signaling in a two-mutation model and that the enhancement of weak/atypical Ras mutations may suffice for tumorigenesis, with potentially clinically important heterogeneity in the class 2/3 subgroup. Implications: The heterogeneous nature of BRAF-mutant colorectal cancers, particularly among class 2/3 mutations which frequently harbor additional Ras mutations, highlights the necessity of comprehensive molecular profiling.
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Affiliation(s)
- Connor E. Woolley
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Enric Domingo
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | | | - Kathryn A.F. Pennel
- School of Cancer Science, Wolfson Wohl Cancer Research Centre, University of Glasgow, Glasgow, United Kingdom
| | - Patricia Roxburgh
- School of Cancer Science, Wolfson Wohl Cancer Research Centre, University of Glasgow, Glasgow, United Kingdom
| | - Joanne Edwards
- School of Cancer Science, Wolfson Wohl Cancer Research Centre, University of Glasgow, Glasgow, United Kingdom
| | - Susan D. Richman
- Division of Pathology and Data Analytics, University of Leeds, Leeds, United Kingdom
| | - Tim S. Maughan
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - David J. Kerr
- Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Ignacio Soriano
- Department of Oncology, University of Oxford, Oxford, United Kingdom
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Schwartz HT, Sternberg PW. A sequencing-based screening method identifies regulators of EGFR signaling from nonviable mutants in Caenorhabditis elegans. Sci Signal 2025; 18:eadp9377. [PMID: 39999212 DOI: 10.1126/scisignal.adp9377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 12/06/2024] [Accepted: 02/03/2025] [Indexed: 02/27/2025]
Abstract
Suppressor screens can identify genetic modifiers of biochemical pathways but generally require that the suppressed mutant be viable and fertile. We developed a screening method that obviated this requirement and enabled the identification of mutations that partially suppressed the early developmental arrest and lethality caused by loss of the epidermal growth factor (EGF) receptor ortholog LET-23 in Caenorhabditis elegans. We chemically mutagenized animals carrying the loss-of-function allele let-23(sy15), recovered let-23(sy15) homozygotes that escaped early developmental arrest but were nevertheless inviable, and sequenced their genomes. Testing of candidate causal mutations identified 11 genes that, when mutated, mitigated the early lethality caused by loss of EGF signaling. These included genes encoding homologs of the small guanosine triphosphatase (GTPase) Ras (let-60), which is a downstream effector of LET-23, and of regulators of the small GTPase Rho, including the homolog of the phosphotyrosine-binding protein TENSIN (tns-1). We also recovered suppressing mutations in genes encoding nuclear proteins that protect against DNA damage, including the homolog of MutS homolog 4 (him-14). Genetic experiments were consistent with the repression of Rho activity or the activation of the DNA damage response compensating for the loss of EGF signaling. This sequencing-based, whole-animal screening method may be adapted to other organisms to enable the identification of mutations for which the phenotype does not allow the recovery of viable animals.
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Affiliation(s)
- Hillel T Schwartz
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Paul W Sternberg
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA
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Repnikova EA, Zhang L, Orr BA, Roberts J, Zinkus T, Gener M, Kats A. Focal cortical dysplasia type IIIb associated with a KRAS-mutant ganglioglioma. Cancer Genet 2024; 288-289:1-4. [PMID: 39146656 DOI: 10.1016/j.cancergen.2024.07.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 06/07/2024] [Accepted: 07/23/2024] [Indexed: 08/17/2024]
Affiliation(s)
- Elena A Repnikova
- Department of Pathology & Laboratory Medicine Children's Mercy Kansas City, United States; University of Missouri-Kansas City School of Medicine, Kansas City, Missouri, United States.
| | - Lei Zhang
- Department of Pathology & Laboratory Medicine Children's Mercy Kansas City, United States; University of Missouri-Kansas City School of Medicine, Kansas City, Missouri, United States
| | - Brent A Orr
- Department of Pathology St. Jude's Children's Hospital, Memphis, Tennessee, United States
| | - Jennifer Roberts
- Department of Pathology & Laboratory Medicine Children's Mercy Kansas City, United States; University of Missouri-Kansas City School of Medicine, Kansas City, Missouri, United States
| | - Timothy Zinkus
- Department of Radiology Children's Mercy Kansas City, United States; University of Missouri-Kansas City School of Medicine, Kansas City, Missouri, United States
| | - Melissa Gener
- Department of Pathology & Laboratory Medicine Children's Mercy Kansas City, United States; University of Missouri-Kansas City School of Medicine, Kansas City, Missouri, United States
| | - Alexander Kats
- Department of Pathology & Laboratory Medicine Children's Mercy Kansas City, United States; University of Missouri-Kansas City School of Medicine, Kansas City, Missouri, United States
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Cardona P, Dutta S, Houk B. Impact of a High-Fat Meal on the Pharmacokinetics of Sotorasib, a KRAS G12C Inhibitor. Clin Pharmacol Drug Dev 2024; 13:1219-1226. [PMID: 39016337 DOI: 10.1002/cpdd.1452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Accepted: 06/20/2024] [Indexed: 07/18/2024]
Abstract
Sotorasib is a small molecule drug that specifically and irreversibly inhibits the KRAS p.G12C mutant protein. This analysis investigated the impact of a high-calorie high-fat meal on the pharmacokinetics, safety, and tolerability of sotorasib in both healthy volunteers and patients with KRAS G12C advanced solid tumors. Each subject received a single oral dose of 360 or 960 mg of sotorasib under fasted conditions or with a high-fat meal (fed conditions). The geometric least squares means (GLSM) ratios (fed/fasted) for 360 mg of sotorasib Cmax and AUCinf were 1.03 and 1.38, respectively, in healthy volunteers (N = 14). The GLSM ratios (fed/fasted) for Cmax and AUC0-24h were 1.38 and 1.75, respectively, with 360 mg of sotorasib in cancer patients (N = 2). The GLSM ratios (fed/fasted) for Cmax and AUC0-24h were 0.660 and 1.25, respectively, with 960 mg of sotorasib in cancer patients (N = 8). Sotorasib was well tolerated in fast and fed conditions. The impact of a high-fat meal on sotorasib exposure is less than a 2-fold increase or decrease in Cmax and AUCs.
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Affiliation(s)
- Panli Cardona
- Clinical Pharmacology, Modeling and Simulation, Amgen Inc., Thousand Oaks, CA, USA
| | - Sandeep Dutta
- Clinical Pharmacology, Modeling and Simulation, Amgen Inc., Thousand Oaks, CA, USA
| | - Brett Houk
- Clinical Pharmacology, Modeling and Simulation, Amgen Inc., Thousand Oaks, CA, USA
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Mondal K, Posa MK, Shenoy RP, Roychoudhury S. KRAS Mutation Subtypes and Their Association with Other Driver Mutations in Oncogenic Pathways. Cells 2024; 13:1221. [PMID: 39056802 PMCID: PMC11274496 DOI: 10.3390/cells13141221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 04/28/2024] [Accepted: 05/11/2024] [Indexed: 07/28/2024] Open
Abstract
The KRAS mutation stands out as one of the most influential oncogenic mutations, which directly regulates the hallmark features of cancer and interacts with other cancer-causing driver mutations. However, there remains a lack of precise information on their cooccurrence with mutated variants of KRAS and any correlations between KRAS and other driver mutations. To enquire about this issue, we delved into cBioPortal, TCGA, UALCAN, and Uniport studies. We aimed to unravel the complexity of KRAS and its relationships with other driver mutations. We noticed that G12D and G12V are the prevalent mutated variants of KRAS and coexist with the TP53 mutation in PAAD and CRAD, while G12C and G12V coexist with LUAD. We also noticed similar observations in the case of PIK3CA and APC mutations in CRAD. At the transcript level, a positive correlation exists between KRAS and PIK3CA and between APC and KRAS in CRAD. The existence of the co-mutation of KRAS and other driver mutations could influence the signaling pathway in the neoplastic transformation. Moreover, it has immense prognostic and predictive implications, which could help in better therapeutic management to treat cancer.
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Affiliation(s)
- Koushik Mondal
- Division of Basic & Translational Research, Saroj Gupta Cancer Centre & Research Institute, MG Road, Kolkata 700063, West Bengal, India
- Department of Cancer Immunology, SwasthyaNiketan Integrated Healthcare & Research Foundation, Koramangala, Bengaluru 560034, Karnataka, India
| | - Mahesh Kumar Posa
- School of Pharmaceutical Sciences, Jaipur National University, Jagatpura, Jaipur 302017, Rajasthan, India;
| | - Revathi P. Shenoy
- Department of Biochemistry, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal 576104, Karnataka, India;
| | - Susanta Roychoudhury
- Division of Basic & Translational Research, Saroj Gupta Cancer Centre & Research Institute, MG Road, Kolkata 700063, West Bengal, India
- CSIR-Indian Institute of Chemical Biology, 4 Raja S.C.Mullick Road, Jadavpur, Kolkata 700032, West Bengal, India
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Liu Y, Feng Z, Wei X, Yao P, Liu X, Jia Y, Zhang S, Yan W. Lymph node and bone metastasis of pulmonary intestinal adenocarcinoma: A case report. Oncol Lett 2023; 26:488. [PMID: 37818133 PMCID: PMC10561161 DOI: 10.3892/ol.2023.14075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Accepted: 09/13/2023] [Indexed: 10/12/2023] Open
Abstract
Pulmonary enteric adenocarcinoma (PEAC) is a rare pathological type of lung adenocarcinoma, accounting for ~0.6% of primary lung adenocarcinoma, which has similar morphological and immunohistochemical characteristics to colorectal adenocarcinoma. Making a certain differential diagnosis of PEAC based on morphological and immunohistochemical results is difficult. It is known that PEAC may metastasize to the pancreas, skin, soleus muscle and intestine, but no bone metastasis has been reported. At our department, a rare case of PEAC with bone and lymph node metastasis was previously diagnosed. The present case study reports on a 58-year-old male patient encountered at our hospital with pain in the lumbar, back and right iliac with no obvious cause. Chest CT indicated a space-occupying lesion in the left upper lung lobe, enlarged lymph nodes in the mediastinum and left lung, and partial vertebral bone destruction. Enhanced CT results indicated multiple foci of active bone metabolism in the body, while rectal colonoscopy showed no obvious abnormalities. Histopathological and immunohistochemical results after right iliac bone puncture suggested stage IV PEAC with secondary malignancies in bones, mediastinal lymph node, hilar lymph node and left supraclavicular lymph node.
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Affiliation(s)
- Yanbin Liu
- Department of Oncology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710061, P.R. China
| | - Zeyao Feng
- Department of Oncology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710061, P.R. China
| | - Xinyu Wei
- Department of Oncology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710061, P.R. China
| | - Peizhuo Yao
- Department of Oncology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710061, P.R. China
| | - Xuanyu Liu
- Department of Oncology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710061, P.R. China
| | - Yiwei Jia
- Department of Oncology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710061, P.R. China
| | - Shuqun Zhang
- Department of Oncology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710061, P.R. China
| | - Wanjun Yan
- Department of Oncology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710061, P.R. China
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Nolan A, Raso C, Kolch W, von Kriegsheim A, Wynne K, Matallanas D. Proteomic Mapping of the Interactome of KRAS Mutants Identifies New Features of RAS Signalling Networks and the Mechanism of Action of Sotorasib. Cancers (Basel) 2023; 15:4141. [PMID: 37627169 PMCID: PMC10452836 DOI: 10.3390/cancers15164141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 08/14/2023] [Accepted: 08/15/2023] [Indexed: 08/27/2023] Open
Abstract
RAS proteins are key regulators of cell signalling and control different cell functions including cell proliferation, differentiation, and cell death. Point mutations in the genes of this family are common, particularly in KRAS. These mutations were thought to cause the constitutive activation of KRAS, but recent findings showed that some mutants can cycle between active and inactive states. This observation, together with the development of covalent KRASG12C inhibitors, has led to the arrival of KRAS inhibitors in the clinic. However, most patients develop resistance to these targeted therapies, and we lack effective treatments for other KRAS mutants. To accelerate the development of RAS targeting therapies, we need to fully characterise the molecular mechanisms governing KRAS signalling networks and determine what differentiates the signalling downstream of the KRAS mutants. Here we have used affinity purification mass-spectrometry proteomics to characterise the interactome of KRAS wild-type and three KRAS mutants. Bioinformatic analysis associated with experimental validation allows us to map the signalling network mediated by the different KRAS proteins. Using this approach, we characterised how the interactome of KRAS wild-type and mutants is regulated by the clinically approved KRASG12C inhibitor Sotorasib. In addition, we identified novel crosstalks between KRAS and its effector pathways including the AKT and JAK-STAT signalling modules.
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Affiliation(s)
- Aoife Nolan
- Systems Biology Ireland, School of Medicine, University College Dublin, Belfield, D04 V1W8 Dublin, Ireland; (A.N.); (C.R.); (W.K.); (A.v.K.); (K.W.)
| | - Cinzia Raso
- Systems Biology Ireland, School of Medicine, University College Dublin, Belfield, D04 V1W8 Dublin, Ireland; (A.N.); (C.R.); (W.K.); (A.v.K.); (K.W.)
| | - Walter Kolch
- Systems Biology Ireland, School of Medicine, University College Dublin, Belfield, D04 V1W8 Dublin, Ireland; (A.N.); (C.R.); (W.K.); (A.v.K.); (K.W.)
- Conway Institute of Biomolecular and Biomedical Research, University College Dublin, D04 V1W8 Dublin, Ireland
| | - Alex von Kriegsheim
- Systems Biology Ireland, School of Medicine, University College Dublin, Belfield, D04 V1W8 Dublin, Ireland; (A.N.); (C.R.); (W.K.); (A.v.K.); (K.W.)
- Edinburgh Cancer Research UK Centre, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, UK
| | - Kieran Wynne
- Systems Biology Ireland, School of Medicine, University College Dublin, Belfield, D04 V1W8 Dublin, Ireland; (A.N.); (C.R.); (W.K.); (A.v.K.); (K.W.)
| | - David Matallanas
- Systems Biology Ireland, School of Medicine, University College Dublin, Belfield, D04 V1W8 Dublin, Ireland; (A.N.); (C.R.); (W.K.); (A.v.K.); (K.W.)
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Liu C, Ye D, Yang H, Chen X, Su Z, Li X, Ding M, Liu Y. RAS-targeted cancer therapy: Advances in drugging specific mutations. MedComm (Beijing) 2023; 4:e285. [PMID: 37250144 PMCID: PMC10225044 DOI: 10.1002/mco2.285] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 04/06/2023] [Accepted: 04/18/2023] [Indexed: 05/31/2023] Open
Abstract
Rat sarcoma (RAS), as a frequently mutated oncogene, has been studied as an attractive target for treating RAS-driven cancers for over four decades. However, it is until the recent success of kirsten-RAS (KRAS)G12C inhibitor that RAS gets rid of the title "undruggable". It is worth noting that the therapeutic effect of KRASG12C inhibitors on different RAS allelic mutations or even different cancers with KRASG12C varies significantly. Thus, deep understanding of the characteristics of each allelic RAS mutation will be a prerequisite for developing new RAS inhibitors. In this review, the structural and biochemical features of different RAS mutations are summarized and compared. Besides, the pathological characteristics and treatment responses of different cancers carrying RAS mutations are listed based on clinical reports. In addition, the development of RAS inhibitors, either direct or indirect, that target the downstream components in RAS pathway is summarized as well. Hopefully, this review will broaden our knowledge on RAS-targeting strategies and trigger more intensive studies on exploiting new RAS allele-specific inhibitors.
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Affiliation(s)
- Cen Liu
- Beijing University of Chinese MedicineBeijingChina
| | - Danyang Ye
- Beijing University of Chinese MedicineBeijingChina
| | - Hongliu Yang
- Beijing University of Chinese MedicineBeijingChina
| | - Xu Chen
- Beijing University of Chinese MedicineBeijingChina
| | - Zhijun Su
- Beijing University of Chinese MedicineBeijingChina
| | - Xia Li
- Institute of Genetics and Developmental BiologyChinese Academy of SciencesBeijingChina
| | - Mei Ding
- Institute of Genetics and Developmental BiologyChinese Academy of SciencesBeijingChina
| | - Yonggang Liu
- Beijing University of Chinese MedicineBeijingChina
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Testicular germ cell tumors: Genomic alternations and RAS-dependent signaling. Crit Rev Oncol Hematol 2023; 183:103928. [PMID: 36717007 DOI: 10.1016/j.critrevonc.2023.103928] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 01/23/2023] [Accepted: 01/24/2023] [Indexed: 01/30/2023] Open
Abstract
Testicular germ cell tumors (TGCTs) are a common malignancy occurring in young adult men. The various genetic risk factors have been suggested to contribute to TGCT pathogenesis, however, they have a distinct mutational profile with a low rate of somatic point mutations, more frequent chromosomal gains, and aneuploidy. The most frequently mutated oncogenes in human cancers are RAS oncogenes, while their impact on testicular carcinogenesis and refractory disease is still poorly understood. In this mini-review, we summarize current knowledge on genetic alternations of RAS signaling-associated genes (the single nucleotide polymorphisms and point mutations) in this particular cancer type and highlight their link to chemotherapy resistance mechanisms. We also mention the impact of epigenetic changes on TGCT progression. Lastly, we propose a model for RAS-dependent signaling networks, regulation, cross-talks, and outcomes in TGCTs.
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Sevrin T, Strasser L, Ternet C, Junk P, Caffarini M, Prins S, D’Arcy C, Catozzi S, Oliviero G, Wynne K, Kiel C, Luthert PJ. Whole-cell energy modeling reveals quantitative changes of predicted energy flows in RAS mutant cancer cell lines. iScience 2023; 26:105931. [PMID: 36711246 PMCID: PMC9874014 DOI: 10.1016/j.isci.2023.105931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 10/27/2022] [Accepted: 01/03/2023] [Indexed: 01/06/2023] Open
Abstract
Cellular utilization of available energy flows to drive a multitude of forms of cellular "work" is a major biological constraint. Cells steer metabolism to address changing phenotypic states but little is known as to how bioenergetics couples to the richness of processes in a cell as a whole. Here, we outline a whole-cell energy framework that is informed by proteomic analysis and an energetics-based gene ontology. We separate analysis of metabolic supply and the capacity to generate high-energy phosphates from a representation of demand that is built on the relative abundance of ATPases and GTPases that deliver cellular work. We employed mouse embryonic fibroblast cell lines that express wild-type KRAS or oncogenic mutations and with distinct phenotypes. We observe shifts between energy-requiring processes. Calibrating against Seahorse analysis, we have created a whole-cell energy budget with apparent predictive power, for instance in relation to protein synthesis.
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Affiliation(s)
- Thomas Sevrin
- Systems Biology Ireland, School of Medicine, University College Dublin, Belfield Dublin 4, Ireland
- UCD Charles Institute of Dermatology, School of Medicine, University College Dublin, Belfield Dublin 4, Ireland
| | - Lisa Strasser
- Systems Biology Ireland, School of Medicine, University College Dublin, Belfield Dublin 4, Ireland
- UCD Charles Institute of Dermatology, School of Medicine, University College Dublin, Belfield Dublin 4, Ireland
| | - Camille Ternet
- Systems Biology Ireland, School of Medicine, University College Dublin, Belfield Dublin 4, Ireland
- UCD Charles Institute of Dermatology, School of Medicine, University College Dublin, Belfield Dublin 4, Ireland
| | - Philipp Junk
- Systems Biology Ireland, School of Medicine, University College Dublin, Belfield Dublin 4, Ireland
- UCD Charles Institute of Dermatology, School of Medicine, University College Dublin, Belfield Dublin 4, Ireland
| | - Miriam Caffarini
- Systems Biology Ireland, School of Medicine, University College Dublin, Belfield Dublin 4, Ireland
- UCD Charles Institute of Dermatology, School of Medicine, University College Dublin, Belfield Dublin 4, Ireland
| | - Stella Prins
- UCL Institute of Ophthalmology, University College London, 11-43 Bath Street, London EC1V 9EL, UK
| | - Cian D’Arcy
- Systems Biology Ireland, School of Medicine, University College Dublin, Belfield Dublin 4, Ireland
- UCD Charles Institute of Dermatology, School of Medicine, University College Dublin, Belfield Dublin 4, Ireland
| | - Simona Catozzi
- Systems Biology Ireland, School of Medicine, University College Dublin, Belfield Dublin 4, Ireland
- UCD Charles Institute of Dermatology, School of Medicine, University College Dublin, Belfield Dublin 4, Ireland
| | - Giorgio Oliviero
- Systems Biology Ireland, School of Medicine, University College Dublin, Belfield Dublin 4, Ireland
| | - Kieran Wynne
- Systems Biology Ireland, School of Medicine, University College Dublin, Belfield Dublin 4, Ireland
- Conway Institute of Biomolecular & Biomedical Research, University College Dublin, Dublin 4, Ireland
| | - Christina Kiel
- Systems Biology Ireland, School of Medicine, University College Dublin, Belfield Dublin 4, Ireland
- UCD Charles Institute of Dermatology, School of Medicine, University College Dublin, Belfield Dublin 4, Ireland
- Department of Molecular Medicine, University of Pavia, 27100 Pavia, Italy
- Corresponding author
| | - Philip J. Luthert
- UCL Institute of Ophthalmology, University College London, 11-43 Bath Street, London EC1V 9EL, UK
- NIHR Moorfields Biomedical Research Centre, University College London, 11-43 Bath Street, London EC1V 9EL, UK
- Corresponding author
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Arai H, Minami Y, Chi S, Utsu Y, Masuda S, Aotsuka N. Molecular-Targeted Therapy for Tumor-Agnostic Mutations in Acute Myeloid Leukemia. Biomedicines 2022; 10:3008. [PMID: 36551764 PMCID: PMC9775249 DOI: 10.3390/biomedicines10123008] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 11/09/2022] [Accepted: 11/14/2022] [Indexed: 11/24/2022] Open
Abstract
Comprehensive genomic profiling examinations (CGPs) have recently been developed, and a variety of tumor-agnostic mutations have been detected, leading to the development of new molecular-targetable therapies across solid tumors. In addition, the elucidation of hereditary tumors, such as breast and ovarian cancer, has pioneered a new age marked by the development of new treatments and lifetime management strategies required for patients with potential or presented hereditary cancers. In acute myeloid leukemia (AML), however, few tumor-agnostic or hereditary mutations have been the focus of investigation, with associated molecular-targeted therapies remaining poorly developed. We focused on representative tumor-agnostic mutations such as the TP53, KIT, KRAS, BRCA1, ATM, JAK2, NTRK3, FGFR3 and EGFR genes, referring to a CGP study conducted in Japan, and we considered the possibility of developing molecular-targeted therapies for AML with tumor-agnostic mutations. We summarized the frequency, the prognosis, the structure and the function of these mutations as well as the current treatment strategies in solid tumors, revealed the genetical relationships between solid tumors and AML and developed tumor-agnostic molecular-targeted therapies and lifetime management strategies in AML.
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Affiliation(s)
- Hironori Arai
- Department of Hematology and Oncology, Japanese Red Cross Narita Hospital, Iidacho 286-0041, Japan
- Department of Hematology, National Cancer Center Hospital East, Kashiwa 277-8577, Japan
| | - Yosuke Minami
- Department of Hematology, National Cancer Center Hospital East, Kashiwa 277-8577, Japan
| | - SungGi Chi
- Department of Hematology, National Cancer Center Hospital East, Kashiwa 277-8577, Japan
| | - Yoshikazu Utsu
- Department of Hematology and Oncology, Japanese Red Cross Narita Hospital, Iidacho 286-0041, Japan
| | - Shinichi Masuda
- Department of Hematology and Oncology, Japanese Red Cross Narita Hospital, Iidacho 286-0041, Japan
| | - Nobuyuki Aotsuka
- Department of Hematology and Oncology, Japanese Red Cross Narita Hospital, Iidacho 286-0041, Japan
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13
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Zhou T, Cheng J, Karrs J, Davies-Hill T, Pack SD, Xi L, Tyagi M, Kim J, Jaffe ES, Raffeld M, Pittaluga S. Clinicopathologic and Molecular Characterization of Epstein-Barr Virus-positive Plasmacytoma. Am J Surg Pathol 2022; 46:1364-1379. [PMID: 35650679 PMCID: PMC9481705 DOI: 10.1097/pas.0000000000001923] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Epstein-Barr virus (EBV)-positive plasmacytoma is a rare plasma cell neoplasm. It remains unclear whether EBV-positive plasmacytoma represents a distinct entity or a variant of plasmacytoma. It shares morphologic features with plasmablastic lymphoma (PBL) and may cause diagnostic uncertainty. To better understand EBV-positive plasmacytoma and explore diagnostic criteria, this study describes 19 cases of EBV-positive plasmacytoma, compared with 27 cases of EBV-negative plasmacytoma and 48 cases of EBV-positive PBL. We reviewed the clinicopathologic findings and performed immunohistochemistry, in situ hybridization for EBV, fluorescence in situ hybridization for MYC , and next-generation sequencing. We found that 63.2% of patients with EBV-positive plasmacytoma were immunocompromised. Anaplastic features were observed in 7/19 cases. MYC rearrangement was found in 25.0% of them, and extra copies of MYC in 81.3%. EBV-positive and EBV-negative plasmacytomas possessed similar clinicopathologic features, except more frequent cytologic atypia, bone involvement and MYC aberrations in the former group. The survival rate of patients with EBV-positive plasmacytoma was comparable to that of patients with EBV-negative plasmacytoma. In comparison to PBL, EBV-positive plasmacytoma is less commonly associated with a "starry-sky" appearance, necrosis, absence of light chain expression, and a high Ki67 index (>75%). The most recurrently mutated genes/signaling pathways in EBV-positive plasmacytoma are epigenetic regulators, MAPK pathway, and DNA damage response, while the most frequently reported mutations in PBL are not observed. Collectively, EBV-positive plasmacytoma should be regarded as a biological variant of plasmacytoma. Thorough morphologic examination remains the cornerstone for distinguishing EBV-positive plasmacytoma and PBL, and molecular studies can be a valuable complementary tool.
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Affiliation(s)
- Ting Zhou
- Hematopathology Section, Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | - Jinjun Cheng
- Hematopathology Section, Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | - Jeremiah Karrs
- Hematopathology Section, Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | - Theresa Davies-Hill
- Hematopathology Section, Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | - Svetlana D. Pack
- Molecular Diagnostics and Bioinformatics, Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | - Liqiang Xi
- Molecular Diagnostics and Bioinformatics, Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | - Manoj Tyagi
- Molecular Diagnostics and Bioinformatics, Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | - Jung Kim
- Molecular Diagnostics and Bioinformatics, Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | - Elaine S. Jaffe
- Hematopathology Section, Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | - Mark Raffeld
- Molecular Diagnostics and Bioinformatics, Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | - Stefania Pittaluga
- Hematopathology Section, Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, MD
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14
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Kok V, Tang JY, Eng G, Tan SY, Chin J, Quek C, Lai WX, Lim TK, Lin Q, Chua J, Cheong J. SFPQ promotes RAS-mutant cancer cell growth by modulating 5'-UTR mediated translational control of CK1α. NAR Cancer 2022; 4:zcac027. [PMID: 36177382 PMCID: PMC9513841 DOI: 10.1093/narcan/zcac027] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 08/31/2022] [Accepted: 09/07/2022] [Indexed: 11/12/2022] Open
Abstract
Oncogenic mutations in the RAS family of small GTPases are commonly found in human cancers and they promote tumorigenesis by altering gene expression networks. We previously demonstrated that Casein Kinase 1α (CK1α), a member of the CK1 family of serine/threonine kinases, is post-transcriptionally upregulated by oncogenic RAS signaling. Here, we report that the CK1α mRNA contains an exceptionally long 5'-untranslated region (UTR) harbouring several translational control elements, implicating its involvement in translational regulation. We demonstrate that the CK1α 5'-UTR functions as an IRES element in HCT-116 colon cancer cells to promote cap-independent translation. Using tobramycin-affinity RNA-pulldown assays coupled with identification via mass spectrometry, we identified several CK1α 5'-UTR-binding proteins, including SFPQ. We show that RNA interference targeting SFPQ reduced CK1α protein abundance and partially blocked RAS-mutant colon cancer cell growth. Importantly, transcript and protein levels of SFPQ and other CK1α 5'-UTR-associated RNA-binding proteins (RBPs) are found to be elevated in early stages of RAS-mutant cancers, including colorectal and lung adenocarcinoma. Taken together, our study uncovers a previously unappreciated role of RBPs in promoting RAS-mutant cancer cell growth and their potential to serve as promising biomarkers as well as tractable therapeutic targets in cancers driven by oncogenic RAS.
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Affiliation(s)
- Venetia Jing Tong Kok
- Precision Medicine Translational Research Programme, Yong Loo Lin School of Medicine (YLLSoM), National University of Singapore, Singapore
| | - Jia Ying Tang
- Precision Medicine Translational Research Programme, Yong Loo Lin School of Medicine (YLLSoM), National University of Singapore, Singapore
| | - Gracie Wee Ling Eng
- Precision Medicine Translational Research Programme, Yong Loo Lin School of Medicine (YLLSoM), National University of Singapore, Singapore
| | - Shin Yi Tan
- Precision Medicine Translational Research Programme, Yong Loo Lin School of Medicine (YLLSoM), National University of Singapore, Singapore
| | - Joseph Tin Foong Chin
- Precision Medicine Translational Research Programme, Yong Loo Lin School of Medicine (YLLSoM), National University of Singapore, Singapore
| | - Chun Hian Quek
- School of Applied Science, Temasek Polytechnic, Singapore
| | - Wei Xuan Lai
- Department of Physiology, YLLSoM, National University of Singapore, Singapore
| | - Teck Kwang Lim
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore
| | - Qingsong Lin
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore
| | - John Jia En Chua
- Department of Physiology, YLLSoM, National University of Singapore, Singapore
- LSI Neurobiology Programme, National University of Singapore, Singapore
- Healthy Longevity Translational Research Programme, YLLSoM, National University of Singapore, Singapore
| | - Jit Kong Cheong
- Precision Medicine Translational Research Programme, Yong Loo Lin School of Medicine (YLLSoM), National University of Singapore, Singapore
- NUS Centre for Cancer Research, National University of Singapore, Singapore
- Department of Biochemistry, YLLSoM, National University of Singapore, Singapore
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15
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Huynh MV, Hobbs GA, Schaefer A, Pierobon M, Carey LM, Diehl JN, DeLiberty JM, Thurman RD, Cooke AR, Goodwin CM, Cook JH, Lin L, Waters AM, Rashid NU, Petricoin EF, Campbell SL, Haigis KM, Simeone DM, Lyssiotis CA, Cox AD, Der CJ. Functional and biological heterogeneity of KRAS Q61 mutations. Sci Signal 2022; 15:eabn2694. [PMID: 35944066 PMCID: PMC9534304 DOI: 10.1126/scisignal.abn2694] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Missense mutations at the three hotspots in the guanosine triphosphatase (GTPase) RAS-Gly12, Gly13, and Gln61 (commonly known as G12, G13, and Q61, respectively)-occur differentially among the three RAS isoforms. Q61 mutations in KRAS are infrequent and differ markedly in occurrence. Q61H is the predominant mutant (at 57%), followed by Q61R/L/K (collectively 40%), and Q61P and Q61E are the rarest (2 and 1%, respectively). Probability analysis suggested that mutational susceptibility to different DNA base changes cannot account for this distribution. Therefore, we investigated whether these frequencies might be explained by differences in the biochemical, structural, and biological properties of KRASQ61 mutants. Expression of KRASQ61 mutants in NIH 3T3 fibroblasts and RIE-1 epithelial cells caused various alterations in morphology, growth transformation, effector signaling, and metabolism. The relatively rare KRASQ61E mutant stimulated actin stress fiber formation, a phenotype distinct from that of KRASQ61H/R/L/P, which disrupted actin cytoskeletal organization. The crystal structure of KRASQ61E was unexpectedly similar to that of wild-type KRAS, a potential basis for its weak oncogenicity. KRASQ61H/L/R-mutant pancreatic ductal adenocarcinoma (PDAC) cell lines exhibited KRAS-dependent growth and, as observed with KRASG12-mutant PDAC, were susceptible to concurrent inhibition of ERK-MAPK signaling and of autophagy. Our results uncover phenotypic heterogeneity among KRASQ61 mutants and support the potential utility of therapeutic strategies that target KRASQ61 mutant-specific signaling and cellular output.
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Affiliation(s)
- Minh V. Huynh
- Department of Biochemistry & Biophysics, University of
North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - G. Aaron Hobbs
- Department of Pharmacology, University of North Carolina at
Chapel Hill, Chapel Hill, NC 27599, USA
- Lineberger Comprehensive Cancer Center, University of North
Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Antje Schaefer
- Department of Pharmacology, University of North Carolina at
Chapel Hill, Chapel Hill, NC 27599, USA
- Lineberger Comprehensive Cancer Center, University of North
Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Mariaelena Pierobon
- Center for Applied Proteomics and Molecular Medicine,
George Mason University, Manassas, VA 20110, USA
| | - Leiah M. Carey
- Department of Biochemistry & Biophysics, University of
North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Lineberger Comprehensive Cancer Center, University of North
Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - J. Nathaniel Diehl
- Curriculum in Genetics and Molecular Biology, University of
North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Jonathan M. DeLiberty
- Department of Pharmacology, University of North Carolina at
Chapel Hill, Chapel Hill, NC 27599, USA
| | - Ryan D. Thurman
- Department of Biochemistry & Biophysics, University of
North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Adelaide R. Cooke
- Lineberger Comprehensive Cancer Center, University of North
Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Craig M. Goodwin
- Lineberger Comprehensive Cancer Center, University of North
Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Joshua H. Cook
- Department of Cancer Biology, Dana-Farber Cancer Institute,
Boston, MA 02215, USA
- Department of Medicine, Brigham & Women's
Hospital, Harvard Medical School, Boston, MA 02115, USA
- Department of Biomedical Informatics, Harvard Medical
School, Boston, MA 02115, USA
| | - Lin Lin
- Department of Molecular and Integrative Physiology,
University of Michigan Health System, Ann Arbor, MI 48109, USA
| | - Andrew M. Waters
- Department of Pharmacology, University of North Carolina at
Chapel Hill, Chapel Hill, NC 27599, USA
- Lineberger Comprehensive Cancer Center, University of North
Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Naim U. Rashid
- Department of Biostatistics, University of North Carolina
at Chapel Hill, NC 27955, USA
| | - Emanuel F. Petricoin
- Center for Applied Proteomics and Molecular Medicine,
George Mason University, Manassas, VA 20110, USA
| | - Sharon L. Campbell
- Department of Biochemistry & Biophysics, University of
North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Lineberger Comprehensive Cancer Center, University of North
Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Kevin M. Haigis
- Department of Cancer Biology, Dana-Farber Cancer Institute,
Boston, MA 02215, USA
- Department of Medicine, Brigham & Women's
Hospital, Harvard Medical School, Boston, MA 02115, USA
- Broad Institute, Cambridge, MA 02142, USA
- Harvard Digestive Disease Center, Harvard Medical School,
Boston, MA 02115, USA
| | - Diane M. Simeone
- Perlmutter Cancer Center, New York University, New York,
NY10016, USA
| | - Costas A. Lyssiotis
- Department of Molecular and Integrative Physiology,
University of Michigan Health System, Ann Arbor, MI 48109, USA
- Department of Internal Medicine, Division of
Gastroenterology, University of Michigan, Ann Arbor, MI 48198, USA
- University of Michigan Comprehensive Cancer Center, Ann
Arbor, MI 48109, USA
| | - Adrienne D. Cox
- Department of Pharmacology, University of North Carolina at
Chapel Hill, Chapel Hill, NC 27599, USA
- Lineberger Comprehensive Cancer Center, University of North
Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Department of Radiation Oncology, University of North
Carolina at Chapel Hill, Chapel Hill, NC 2799, USA
| | - Channing J. Der
- Department of Pharmacology, University of North Carolina at
Chapel Hill, Chapel Hill, NC 27599, USA
- Lineberger Comprehensive Cancer Center, University of North
Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Curriculum in Genetics and Molecular Biology, University of
North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
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16
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Ferreira A, Pereira F, Reis C, Oliveira MJ, Sousa MJ, Preto A. Crucial Role of Oncogenic KRAS Mutations in Apoptosis and Autophagy Regulation: Therapeutic Implications. Cells 2022; 11:cells11142183. [PMID: 35883626 PMCID: PMC9319879 DOI: 10.3390/cells11142183] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 07/05/2022] [Accepted: 07/10/2022] [Indexed: 11/16/2022] Open
Abstract
KRAS, one of the RAS protein family members, plays an important role in autophagy and apoptosis, through the regulation of several downstream effectors. In cancer cells, KRAS mutations confer the constitutive activation of this oncogene, stimulating cell proliferation, inducing autophagy, suppressing apoptosis, altering cell metabolism, changing cell motility and invasion and modulating the tumor microenvironment. In order to inhibit apoptosis, these oncogenic mutations were reported to upregulate anti-apoptotic proteins, including Bcl-xL and survivin, and to downregulate proteins related to apoptosis induction, including thymine-DNA glycosylase (TDG) and tumor necrosis factor (TNF)-related apoptosis-inducing ligand (TRAIL). In addition, KRAS mutations are known to induce autophagy in order to promote cell survival and tumor progression through MAPK and PI3K regulation. Thus, these mutations confer resistance to anti-cancer drug treatment and, consequently, result in poor prognosis. Several therapies have been developed in order to overcome KRAS-induced cell death resistance and the downstream signaling pathways blockade, especially by combining MAPK and PI3K inhibitors, which demonstrated promising results. Understanding the involvement of KRAS mutations in apoptosis and autophagy regulation, might bring new avenues to the discovery of therapeutic approaches for CRCs harboring KRAS mutations.
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Affiliation(s)
- Anabela Ferreira
- Centre of Molecular and Environmental Biology (CBMA), Department of Biology, Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal; (A.F.); (F.P.); (M.J.S.)
- Institute of Science and Innovation for Bio-Sustainability (IB-S), Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal
| | - Flávia Pereira
- Centre of Molecular and Environmental Biology (CBMA), Department of Biology, Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal; (A.F.); (F.P.); (M.J.S.)
- Institute of Science and Innovation for Bio-Sustainability (IB-S), Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal
- Institute for Research and Innovation in Health (i3S), University of Porto, 4200-135 Porto, Portugal; (C.R.); (M.J.O.)
- Institute of Biomedical Engineering (INEB), University of Porto, 4200-135 Porto, Portugal
| | - Celso Reis
- Institute for Research and Innovation in Health (i3S), University of Porto, 4200-135 Porto, Portugal; (C.R.); (M.J.O.)
- Institute of Biomedical Sciences Abel Salazar (ICBAS), University of Porto, 4050-313 Porto, Portugal
- Institute of Molecular Pathology and Immunology of the University of Porto (IPATIMUP), 4200-135 Porto, Portugal
| | - Maria José Oliveira
- Institute for Research and Innovation in Health (i3S), University of Porto, 4200-135 Porto, Portugal; (C.R.); (M.J.O.)
- Institute of Biomedical Engineering (INEB), University of Porto, 4200-135 Porto, Portugal
- Institute of Biomedical Sciences Abel Salazar (ICBAS), University of Porto, 4050-313 Porto, Portugal
| | - Maria João Sousa
- Centre of Molecular and Environmental Biology (CBMA), Department of Biology, Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal; (A.F.); (F.P.); (M.J.S.)
- Institute of Science and Innovation for Bio-Sustainability (IB-S), Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal
| | - Ana Preto
- Centre of Molecular and Environmental Biology (CBMA), Department of Biology, Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal; (A.F.); (F.P.); (M.J.S.)
- Institute of Science and Innovation for Bio-Sustainability (IB-S), Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal
- Correspondence: ; Tel.: +351-253-601524
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17
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Dhakar R, Dakal TC, Sharma A. Genetic determinants of lung cancer: Understanding the oncogenic potential of somatic missense mutations. Genomics 2022; 114:110401. [PMID: 35709927 DOI: 10.1016/j.ygeno.2022.110401] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 01/31/2022] [Accepted: 06/08/2022] [Indexed: 11/04/2022]
Abstract
BACKGROUND Treatment of lung cancer is getting more personalized nowadays and medical practitioners are moving away from conventional histology-driven empirical treatments, platinum-based chemotherapy, and other invasive surgical resections and have started adopting alternate therapies in which therapeutic targets are patient's molecular oncogenic drivers. AIM The aim of the current study is to extract meaningful information from the online somatic mutation data (retrieved from cBioPortal) of 16 most significantly mutated oncogenes in non-small-cell lung cancer (NSCLC), namely EGFR, NRAS, KRAS, HER2 (ERBB2), RET, MET, ROS1, FGFR1, BRAF, AKT1, MEK1 (MAP2K1), PIK3CA, PTEN, DDR2, LKB1 (STK11) and ALK, for improving our understanding of the pathobiology of the lung cancer that can aid decision-making on critical clinical and therapeutic considerations. METHODS Using an integrated approach comprising 4 steps, the oncogenic potential of 661 missense non-synonymous single nucleotide polymorphisms (nsSNPs) in 16 genes was ascertained using 2059 NSCLC (1575 lung adenocarcinomas, 484 lung squamous cell carcinomas) patients' online mutation data. The steps used comprise sequence/structure homology-based prediction, scoring of conservation of mutated residues and positions, prediction of resulting molecular and functional consequences using machine-learning and structure-guided approach. RESULTS Out of a total of 661 nsSNPs analyzed, a set of 29 nsSNPs has been identified as conserved high confidence mutations in 10 of 16 genes relevant to the under study. Out of 29 conserved high confidence nsSNPs, 4 nsSNPs (EGFR N1094Y, BRAF M620I, DDR2 R307L, ALK P1350T) have been found to be putative novel rare genetic markers for NSCLC. CONCLUSIONS The current study, the first of its kind, has provided a list of deleterious non-synonymous somatic mutations in a selected pool of oncogenes that can be considered as a promising target for future drug design and therapy for patients with lung adenocarcinomas and squamous cell carcinomas.
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Affiliation(s)
- Ramgopal Dhakar
- Genome and Computational Biology Lab, Department of Biotechnology, Mohanlal Sukhadia, University, Udaipur 313001, Rajasthan, India
| | - Tikam Chand Dakal
- Genome and Computational Biology Lab, Department of Biotechnology, Mohanlal Sukhadia, University, Udaipur 313001, Rajasthan, India.
| | - Amit Sharma
- Department of Neurosurgery, University Clinic Bonn, 53127 Bonn, Germany
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18
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Horak P, Griffith M, Danos AM, Pitel BA, Madhavan S, Liu X, Chow C, Williams H, Carmody L, Barrow-Laing L, Rieke D, Kreutzfeldt S, Stenzinger A, Tamborero D, Benary M, Rajagopal PS, Ida CM, Lesmana H, Satgunaseelan L, Merker JD, Tolstorukov MY, Campregher PV, Warner JL, Rao S, Natesan M, Shen H, Venstrom J, Roy S, Tao K, Kanagal-Shamanna R, Xu X, Ritter DI, Pagel K, Krysiak K, Dubuc A, Akkari YM, Li XS, Lee J, King I, Raca G, Wagner AH, Li MM, Plon SE, Kulkarni S, Griffith OL, Chakravarty D, Sonkin D. Standards for the classification of pathogenicity of somatic variants in cancer (oncogenicity): Joint recommendations of Clinical Genome Resource (ClinGen), Cancer Genomics Consortium (CGC), and Variant Interpretation for Cancer Consortium (VICC). Genet Med 2022; 24:986-998. [PMID: 35101336 PMCID: PMC9081216 DOI: 10.1016/j.gim.2022.01.001] [Citation(s) in RCA: 98] [Impact Index Per Article: 32.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Revised: 12/22/2021] [Accepted: 01/03/2022] [Indexed: 01/21/2023] Open
Abstract
PURPOSE Several professional societies have published guidelines for the clinical interpretation of somatic variants, which specifically address diagnostic, prognostic, and therapeutic implications. Although these guidelines for the clinical interpretation of variants include data types that may be used to determine the oncogenicity of a variant (eg, population frequency, functional, and in silico data or somatic frequency), they do not provide a direct, systematic, and comprehensive set of standards and rules to classify the oncogenicity of a somatic variant. This insufficient guidance leads to inconsistent classification of rare somatic variants in cancer, generates variability in their clinical interpretation, and, importantly, affects patient care. Therefore, it is essential to address this unmet need. METHODS Clinical Genome Resource (ClinGen) Somatic Cancer Clinical Domain Working Group and ClinGen Germline/Somatic Variant Subcommittee, the Cancer Genomics Consortium, and the Variant Interpretation for Cancer Consortium used a consensus approach to develop a standard operating procedure (SOP) for the classification of oncogenicity of somatic variants. RESULTS This comprehensive SOP has been developed to improve consistency in somatic variant classification and has been validated on 94 somatic variants in 10 common cancer-related genes. CONCLUSION The comprehensive SOP is now available for classification of oncogenicity of somatic variants.
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Affiliation(s)
- Peter Horak
- National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Malachi Griffith
- Washington University School of Medicine in St. Louis, St. Louis, MO
| | - Arpad M Danos
- Washington University School of Medicine in St. Louis, St. Louis, MO
| | | | | | - Xuelu Liu
- Dana-Farber Cancer Institute, Boston, MA
| | - Cynthia Chow
- BC Cancer Agency, Vancouver, British Columbia, Canada
| | | | - Leigh Carmody
- The Jackson Laboratory for Genomic Medicine, Farmington, CT
| | | | - Damian Rieke
- Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Simon Kreutzfeldt
- National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | | | | | - Padma Sheila Rajagopal
- Cancer Data Science Laboratory, Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | | | - Harry Lesmana
- Genomic Medicine Institute, Cleveland Clinic Lerner Research Institute, Cleveland, OH
| | | | - Jason D Merker
- UNC School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | | | | | | | - Shruti Rao
- Georgetown University Medical Center, Washington, DC
| | - Maya Natesan
- Washington University School of Medicine in St. Louis, St. Louis, MO
| | - Haolin Shen
- Washington University School of Medicine in St. Louis, St. Louis, MO
| | | | - Somak Roy
- Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Kayoko Tao
- National Cancer Center Hospital, Tokyo, Japan
| | | | | | | | - Kym Pagel
- Johns Hopkins University, Baltimore, MD
| | - Kilannin Krysiak
- Washington University School of Medicine in St. Louis, St. Louis, MO
| | - Adrian Dubuc
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | | | | | - Jennifer Lee
- Frederick National Laboratory for Cancer Research, National Cancer Institute, Rockville, MD
| | - Ian King
- University Health Network, Toronto, Ontario, Canada
| | - Gordana Raca
- University of Southern California, Los Angeles, CA
| | - Alex H Wagner
- Nationwide Children's Hospital, Columbus, OH; The Ohio State University College of Medicine, Columbus, OH
| | - Marylin M Li
- Children's Hospital of Philadelphia, Philadelphia, PA
| | | | | | - Obi L Griffith
- Washington University School of Medicine in St. Louis, St. Louis, MO
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19
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Subbarayan K, Massa C, Leisz S, Steven A, Bethmann D, Biehl K, Wickenhauser C, Seliger B. Biglycan as a potential regulator of tumorgenicity and immunogenicity in K-RAS-transformed cells. Oncoimmunology 2022; 11:2069214. [PMID: 35529675 PMCID: PMC9067524 DOI: 10.1080/2162402x.2022.2069214] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 04/16/2022] [Accepted: 04/17/2022] [Indexed: 11/30/2022] Open
Abstract
The extracellular matrix component biglycan (BGN) plays an essential role in various physiological and pathophysiological processes. A deficient BGN expression associated with reduced immunogenicity was found in HER-2/neu-overexpressing cells. To determine whether BGN is suppressed by oncogene-driven regulatory networks, the expression and function of BGN was analyzed in murine and human BGNlow/BGNhigh K-RASG12V-transformed model systems as well as in different patients' datasets of colorectal carcinoma (CRC) lesions. K-RAS-mutated CRC tissues expressed low BGN mRNA and protein levels when compared to normal colon epithelial cells, which was associated with a reduced patients' survival. Transfection of BGN in murine and human BGNlow K-RAS-expressing cells resulted in a reduced growth and migration of BGNhigh vs BGNlow K-RAS cells. In addition, increased MHC class I surface antigens as a consequence of an enhanced antigen processing machinery component expression was found upon restoration of BGN, which was confirmed by RNA-sequencing of BGNlow vs. BGNhigh K-RAS models. Furthermore, a reduced tumor formation of BGNhigh versus BGNlow K-RAS-transformed fibroblasts associated with an enhanced MHC class I expression and an increased frequency of tumor-infiltrating lymphocytes in tumor lesions was found. Our data provide for the first time an inverse link between BGN and K-RAS expression in murine and human K-RAS-overexpressing models and CRC lesions associated with altered growth properties, reduced immunogenicity and worse patients' outcome. Therefore, reversion of BGN might be a novel therapeutic option for K-RAS-associated malignancies.
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Affiliation(s)
- Karthikeyan Subbarayan
- Institute of Medical Immunology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Chiara Massa
- Institute of Medical Immunology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Sandra Leisz
- Institute of Medical Immunology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - André Steven
- Institute of Medical Immunology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Daniel Bethmann
- Institute of Pathology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Katharina Biehl
- Institute of Medical Immunology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Claudia Wickenhauser
- Institute of Pathology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Barbara Seliger
- Institute of Medical Immunology, Martin Luther University Halle-Wittenberg, Halle, Germany
- Fraunhofer Institute for Cell Therapy and Immunology, Leipzig, Germany
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20
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The HER family as therapeutic targets in colorectal cancer. Crit Rev Oncol Hematol 2022; 174:103681. [PMID: 35462030 DOI: 10.1016/j.critrevonc.2022.103681] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Revised: 03/30/2022] [Accepted: 04/07/2022] [Indexed: 12/23/2022] Open
Abstract
The human epidermal growth factor receptor (HER, ErbB) family has four members, epidermal growth factor receptor (EGFR), HER2, HER3, and HER4. Although distinct in ligands and functions, all of the HER family members are receptor tyrosine kinases playing important roles in the pathogenesis of cancers. In the era of precision medicine, the HER family is one of the most important and successful cancer therapeutic targets, hallmarked by the approval of anti-EGFR therapies for the treatment of colorectal cancer and non-small cell lung cancer, and anti-HER2 therapies for the treatment of breast cancer and gastric cancer. This review briefly discusses how HER family members were discovered, their functions and roles in cancer, and most importantly, the developmental history and recent updates of therapies targeting HER family members, with colorectal cancer as a focus. We also discussed the patient selection and drug resistance to anti-EGFR therapies in the treatment of colorectal cancer.
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21
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Osterlund E, Ristimäki A, Kytölä S, Kuopio T, Heervä E, Muhonen T, Halonen P, Kallio R, Soveri LM, Sundström J, Keinänen M, Ålgars A, Ristamäki R, Sorbye H, Pfeiffer P, Nunes L, Salminen T, Lamminmäki A, Mäkinen MJ, Sjöblom T, Isoniemi H, Glimelius B, Osterlund P. KRAS-G12C Mutation in One Real-Life and Three Population-Based Nordic Cohorts of Metastatic Colorectal Cancer. Front Oncol 2022; 12:826073. [PMID: 35251991 PMCID: PMC8889930 DOI: 10.3389/fonc.2022.826073] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 01/17/2022] [Indexed: 12/12/2022] Open
Abstract
Background KRAS mutations, present in over 40% of metastatic colorectal cancer (mCRC), are negative predictive factors for anti-EGFR therapy. Mutations in KRAS-G12C have a cysteine residue for which drugs have been developed. Published data on this specific mutation are conflicting; thus, we studied the frequency and clinical characteristics in a real-world and population-based setting. Methods Patients from three Nordic population-based cohorts and the real-life RAXO-study were combined. RAS and BRAF tests were performed in routine healthcare, except for one cohort. The dataset consisted of 2,559 patients, of which 1,871 could be accurately classified as KRAS, NRAS, and BRAF-V600E. Demographics, treatments, and outcomes were compared using logistic regression. Overall survival (OS) was estimated with Kaplan–Meier, and differences were compared using Cox regression, adjusted for baseline factors. Results The KRAS-G12C frequency was 2%–4% of all tested in the seven cohorts (mean 3%) and 4%–8% of KRAS mutated tumors in the cohorts (mean 7%). Metastasectomies and ablations were performed more often (38% vs. 28%, p = 0.040), and bevacizumab was added more often (any line 74% vs. 59%, p = 0.007) for patients with KRAS-G12C- vs. other KRAS-mutated tumors, whereas chemotherapy was given to similar proportions. OS did not differ according to KRAS mutation, neither overall (adjusted hazard ratio (HR) 1.03; 95% CI 0.74–1.42, reference KRAS-G12C) nor within treatment groups defined as “systemic chemotherapy, alone or with biologics”, “metastasectomy and/or ablations”, or “best supportive care”, RAS and BRAF wild-type tumors (n = 548) differed similarly to KRAS-G12C, as to other KRAS- or NRAS-mutated (n = 66) tumors. Conclusions In these real-life and population-based cohorts, there were no significant differences in patient characteristics and outcomes between patients with KRAS-G12C tumors and those with other KRAS mutations. This contrasts with the results of most previous studies claiming differences in many aspects, often with worse outcomes for those with a KRAS-G12C mutation, although not consistent. When specific drugs are developed, as for this mutation, differences in outcome will hopefully emerge.
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Affiliation(s)
- Emerik Osterlund
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Ari Ristimäki
- Department of Pathology, HUSLAB, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland.,Applied Tumor Genomics Research Program, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Soili Kytölä
- Department of Genetics, HUSLAB, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland.,Department of Genetics, University of Helsinki, Helsinki, Finland
| | - Teijo Kuopio
- Department of Pathology, Central Finland Hospital Nova, Jyväskylä, Finland.,Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland
| | - Eetu Heervä
- Department of Oncology, Turku University Hospital, Turku, Finland.,Department of Oncology, University of Turku, Turku, Finland
| | - Timo Muhonen
- Department of Oncology, South Carelia Central Hospital, Lappeenranta, Finland.,Department of Oncology, University of Helsinki, Helsinki, Finland
| | - Päivi Halonen
- Department of Oncology, University of Helsinki, Helsinki, Finland.,Department of Oncology, Helsinki University Hospital, Helsinki, Finland
| | - Raija Kallio
- Department of Oncology, Oulu University Hospital, Oulu, Finland.,Department of Oncology, University of Oulu, Oulu, Finland
| | - Leena-Maija Soveri
- Department of Oncology, Helsinki University Hospital, Helsinki, Finland.,Home Care, Geriatric Clinic and Palliative Care, Joint Municipal Authority for Health Care and Social Services in Keski-Uusimaa, Hyvinkää, Finland
| | - Jari Sundström
- Department of Pathology, Turku University Hospital, Turku, Finland.,Institute of Biomedicine, University of Turku, Turku, Finland
| | - Mauri Keinänen
- Department of Genetics, Fimlab Laboratories, Tampere, Finland
| | - Annika Ålgars
- Department of Oncology, Turku University Hospital, Turku, Finland.,Department of Oncology, University of Turku, Turku, Finland
| | - Raija Ristamäki
- Department of Oncology, Turku University Hospital, Turku, Finland.,Department of Oncology, University of Turku, Turku, Finland
| | - Halfdan Sorbye
- Department of Oncology, Haukeland University Hospital, Bergen, Norway.,Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Per Pfeiffer
- Department of Oncology, Odense University Hospital, Odense, Denmark.,Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Luís Nunes
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Tapio Salminen
- Department of Oncology, Tampere University Hospital, Tampere, Finland.,Department of Oncology, University of Tampere, Tampere, Finland
| | - Annamarja Lamminmäki
- Department of Oncology, Kuopio University Hospital, Kuopio, Finland.,Department of Medicine, University of Eastern Finland, Kuopio, Finland
| | - Markus J Mäkinen
- Department of Pathology, Oulu University Hospital, Oulu, Finland.,Department of Pathology, Cancer and Translational Medicine Research Unit, University of Oulu, and Medical Research Center Oulu, Oulu, Finland
| | - Tobias Sjöblom
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Helena Isoniemi
- Department of Transplantation and Liver Surgery, Helsinki University Hospital, Helsinki, Finland.,Department of Surgery, University of Helsinki, Helsinki, Finland
| | - Bengt Glimelius
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Pia Osterlund
- Department of Oncology, University of Helsinki, Helsinki, Finland.,Department of Oncology, Helsinki University Hospital, Helsinki, Finland.,Department of Oncology, Tampere University Hospital, Tampere, Finland.,Department of Oncology, University of Tampere, Tampere, Finland.,Department of Gastrointestinal Oncology, Karolinska Universitetssjukhuset, Stockholm, Sweden.,Department of Oncology/Pathology, Karolinska Institutet, Stockholm, Sweden
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22
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Pereira F, Ferreira A, Reis CA, Sousa MJ, Oliveira MJ, Preto A. KRAS as a Modulator of the Inflammatory Tumor Microenvironment: Therapeutic Implications. Cells 2022; 11:cells11030398. [PMID: 35159208 PMCID: PMC8833974 DOI: 10.3390/cells11030398] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 01/07/2022] [Accepted: 01/19/2022] [Indexed: 02/01/2023] Open
Abstract
KRAS mutations are one of the most frequent oncogenic mutations of all human cancers, being more prevalent in pancreatic, colorectal, and lung cancers. Intensive efforts have been encouraged in order to understand the effect of KRAS mutations, not only on tumor cells but also on the dynamic network composed by the tumor microenvironment (TME). The relevance of the TME in cancer biology has been increasing due to its impact on the modulation of cancer cell activities, which can dictate the success of tumor progression. Here, we aimed to clarify the pro- and anti-inflammatory role of KRAS mutations over the TME, detailing the context and the signaling pathways involved. In this review, we expect to open new avenues for investigating the potential of KRAS mutations on inflammatory TME modulation, opening a different vision of therapeutic combined approaches to overcome KRAS-associated therapy inefficacy and resistance in cancer.
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Affiliation(s)
- Flávia Pereira
- Centre of Molecular and Environmental Biology (CBMA), Department of Biology, Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal
- Institute of Science and Innovation for Bio-Sustainability (IB-S), Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal
- Institute for Research and Innovation in Health (i3S), University of Porto, 4200-135 Porto, Portugal
- Institute of Biomedical Engineering (INEB), University of Porto, 4200-135 Porto, Portugal
| | - Anabela Ferreira
- Centre of Molecular and Environmental Biology (CBMA), Department of Biology, Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal
- Institute of Science and Innovation for Bio-Sustainability (IB-S), Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal
| | - Celso Albuquerque Reis
- Institute for Research and Innovation in Health (i3S), University of Porto, 4200-135 Porto, Portugal
- Institute of Biomedical Sciences Abel Salazar (ICBAS), University of Porto, 4050-313 Porto, Portugal
- Institute of Molecular Pathology and Immunology, University of Porto (IPATIMUP), 4200-135 Porto, Portugal
| | - Maria João Sousa
- Centre of Molecular and Environmental Biology (CBMA), Department of Biology, Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal
- Institute of Science and Innovation for Bio-Sustainability (IB-S), Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal
| | - Maria José Oliveira
- Institute for Research and Innovation in Health (i3S), University of Porto, 4200-135 Porto, Portugal
- Institute of Biomedical Engineering (INEB), University of Porto, 4200-135 Porto, Portugal
- Institute of Biomedical Sciences Abel Salazar (ICBAS), University of Porto, 4050-313 Porto, Portugal
| | - Ana Preto
- Centre of Molecular and Environmental Biology (CBMA), Department of Biology, Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal
- Institute of Science and Innovation for Bio-Sustainability (IB-S), Campus de Gualtar, University of Minho, 4710-057 Braga, Portugal
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23
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Tripathi S, Dsouza NR, Mathison AJ, Leverence E, Urrutia R, Zimmermann MT. Enhanced interpretation of 935 hotspot and non-hotspot RAS variants using evidence-based structural bioinformatics. Comput Struct Biotechnol J 2022; 20:117-127. [PMID: 34976316 PMCID: PMC8688876 DOI: 10.1016/j.csbj.2021.12.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 12/05/2021] [Accepted: 12/05/2021] [Indexed: 12/30/2022] Open
Abstract
In the current study, we report computational scores for advancing genomic interpretation of disease-associated genomic variation in members of the RAS family of genes. For this purpose, we applied 31 sequence- and 3D structure-based computational scores, chosen by their breadth of biophysical properties. We parametrized our data by assembling a numerically homogenized experimentally-derived dataset, which when use in our calculations reveal that computational scores using 3D structure highly correlate with experimental measures (e.g., GAP-mediated hydrolysis RSpearman = 0.80 and RAF affinity Rspearman = 0.82), while sequence-based scores are discordant with this data. Performing all-against-all comparisons, we applied this parametrized modeling approach to the study of 935 RAS variants from 7 RAS genes, which led us to identify 4 groups of mutations according to distinct biochemical scores within each group. Each group was comprised of hotspot and non-hotspot KRAS variants, indicating that poorly characterized variants could functionally behave like pathogenic mutations. Combining computational scores using dimensionality reduction indicated that changes to local unfolding propensity associate with changes in enzyme activity by genomic variants. Hence, our systematic approach, combining methodologies from both clinical genomics and 3D structural bioinformatics, represents an expansion for interpreting genomic data, provides information of mechanistic value, and that is transferable to other proteins.
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Affiliation(s)
- Swarnendu Tripathi
- Bioinformatics Research and Development Laboratory, Genomic Sciences and Precision Medicine Center (GSPMC), Medical College of Wisconsin, Milwaukee, WI 53226, USA.,Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Nikita R Dsouza
- Bioinformatics Research and Development Laboratory, Genomic Sciences and Precision Medicine Center (GSPMC), Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Angela J Mathison
- Genomic Sciences and Precision Medicine Center (GSPMC), Medical College of Wisconsin, Milwaukee, WI 53226, USA.,Division of Research, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Elise Leverence
- Genomic Sciences and Precision Medicine Center (GSPMC), Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Raul Urrutia
- Genomic Sciences and Precision Medicine Center (GSPMC), Medical College of Wisconsin, Milwaukee, WI 53226, USA.,Division of Research, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI 53226, USA.,Department of Biochemistry, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Michael T Zimmermann
- Bioinformatics Research and Development Laboratory, Genomic Sciences and Precision Medicine Center (GSPMC), Medical College of Wisconsin, Milwaukee, WI 53226, USA.,Clinical and Translational Sciences Institute, Medical College of Wisconsin, Milwaukee, WI 53226, USA.,Department of Biochemistry, Medical College of Wisconsin, Milwaukee, WI 53226, USA
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24
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Blaquier JB, Cardona AF, Recondo G. Resistance to KRAS G12C Inhibitors in Non-Small Cell Lung Cancer. Front Oncol 2021; 11:787585. [PMID: 35004309 PMCID: PMC8739760 DOI: 10.3389/fonc.2021.787585] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 12/09/2021] [Indexed: 12/14/2022] Open
Abstract
KRAS mutations are one of the most prevalent oncogenic alterations in cancer. Until recently, drug development targeting KRAS did not convey clinical benefits to patients. Specific KRASG12C inhibitors, such as sotorasib and adagrasib, have been designed to bind to the protein's mutant structure and block KRASG12C in its GDP-bound inactive state. Phase 1/2 trials have shown promising anti-tumor activity, especially in pretreated non-small cell lung cancer patients. As expected, both primary and secondary resistance to KRASG12C inhibitors invariably occurs, and molecular mechanisms have been characterized in pre-clinical models and patients. Several mechanisms such as tyrosine kinase receptors (RTKs) mediated feedback reactivation of ERK-dependent signaling can result in intrinsic resistance to KRAS target therapy. Acquired resistance to KRASG12C inhibitors include novel KRAS mutations such as Y96D/C and other RAS-MAPK effector protein mutations. This review focuses on the intrinsic and acquired mechanisms of resistance to KRASG12C inhibitors in KRASG12C mutant non-small cell lung cancer and the potential clinical strategies to overcome or prevent it.
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Affiliation(s)
- Juan Bautista Blaquier
- Thoracic Oncology Unit, Medical Oncology, Center for Medical Education and Clinical Research (CEMIC), Buenos Aires, Argentina
| | - Andrés Felipe Cardona
- Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia
- Foundation for Clinical and Applied Cancer Research (FICMAC), Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (FOX-G/ONCOLGroup), Universidad El Bosque, Bogotá, Colombia
| | - Gonzalo Recondo
- Thoracic Oncology Unit, Medical Oncology, Center for Medical Education and Clinical Research (CEMIC), Buenos Aires, Argentina
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25
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Yang KC, Kalloger SE, Aird JJ, Lee MKC, Rushton C, Mungall KL, Mungall AJ, Gao D, Chow C, Xu J, Karasinska JM, Colborne S, Jones SJM, Schrader J, Morin RD, Loree JM, Marra MA, Renouf DJ, Morin GB, Schaeffer DF, Gorski SM. Proteotranscriptomic classification and characterization of pancreatic neuroendocrine neoplasms. Cell Rep 2021; 37:109817. [PMID: 34644566 DOI: 10.1016/j.celrep.2021.109817] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 07/16/2021] [Accepted: 09/20/2021] [Indexed: 12/13/2022] Open
Abstract
Pancreatic neuroendocrine neoplasms (PNENs) are biologically and clinically heterogeneous. Here, we use a multi-omics approach to uncover the molecular factors underlying this heterogeneity. Transcriptomic analysis of 84 PNEN specimens, drawn from two cohorts, is substantiated with proteomic profiling and identifies four subgroups: Proliferative, PDX1-high, Alpha cell-like and Stromal/Mesenchymal. The Proliferative subgroup, consisting of both well- and poorly differentiated specimens, is associated with inferior overall survival probability. The PDX1-high and Alpha cell-like subgroups partially resemble previously described subtypes, and we further uncover distinctive metabolism-related features in the Alpha cell-like subgroup. The Stromal/Mesenchymal subgroup exhibits molecular characteristics of YAP1/WWTR1(TAZ) activation suggestive of Hippo signaling pathway involvement in PNENs. Whole-exome sequencing reveals subgroup-enriched mutational differences, supported by activity inference analysis, and identifies hypermorphic proto-oncogene variants in 14.3% of sequenced PNENs. Our study reveals differences in cellular signaling axes that provide potential directions for PNEN patient stratification and treatment strategies.
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Affiliation(s)
- Kevin C Yang
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC V5Z 1L3, Canada; Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC V5A 1S6, Canada
| | - Steve E Kalloger
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC V6T 1Z7, Canada; School of Population and Public Health, University of British Columbia, Vancouver, BC V6T 1Z3, Canada; Division of Anatomical Pathology, Vancouver General Hospital, Vancouver, BC V5Z 1M9, Canada; Pancreas Centre BC, Vancouver, BC V5Z 1L8, Canada
| | - John J Aird
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC V6T 1Z7, Canada; Division of Anatomical Pathology, Vancouver General Hospital, Vancouver, BC V5Z 1M9, Canada
| | - Michael K C Lee
- Division of Medical Oncology, BC Cancer, Vancouver, BC V5Z 4E6, Canada
| | - Christopher Rushton
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC V5A 1S6, Canada
| | - Karen L Mungall
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC V5Z 1L3, Canada
| | - Andrew J Mungall
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC V5Z 1L3, Canada
| | - Dongxia Gao
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC V6T 1Z7, Canada; Genetic Pathology Evaluation Centre, Vancouver, BC V6H 3Z6, Canada
| | - Christine Chow
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC V6T 1Z7, Canada; Genetic Pathology Evaluation Centre, Vancouver, BC V6H 3Z6, Canada
| | - Jing Xu
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC V5Z 1L3, Canada; Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC V5A 1S6, Canada
| | | | - Shane Colborne
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC V5Z 1L3, Canada
| | - Steven J M Jones
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC V5Z 1L3, Canada; Department of Medical Genetics, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Jörg Schrader
- Department of General, Visceral and Thoracic Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; I. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Ryan D Morin
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC V5Z 1L3, Canada; Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC V5A 1S6, Canada
| | - Jonathan M Loree
- Division of Medical Oncology, BC Cancer, Vancouver, BC V5Z 4E6, Canada
| | - Marco A Marra
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC V5Z 1L3, Canada; Department of Medical Genetics, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Daniel J Renouf
- Pancreas Centre BC, Vancouver, BC V5Z 1L8, Canada; Division of Medical Oncology, BC Cancer, Vancouver, BC V5Z 4E6, Canada
| | - Gregg B Morin
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC V5Z 1L3, Canada; Department of Medical Genetics, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - David F Schaeffer
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC V6T 1Z7, Canada; Division of Anatomical Pathology, Vancouver General Hospital, Vancouver, BC V5Z 1M9, Canada; Pancreas Centre BC, Vancouver, BC V5Z 1L8, Canada
| | - Sharon M Gorski
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC V5Z 1L3, Canada; Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC V5A 1S6, Canada; Centre for Cell Biology, Development, and Disease, Simon Fraser University, Burnaby, BC V5A 1S6, Canada.
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26
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Loree JM, Wang Y, Syed MA, Sorokin AV, Coker O, Xiu J, Weinberg BA, Vanderwalde AM, Tesfaye A, Raymond VM, Miron B, Tarcic G, Zelichov O, Broaddus RR, Ng PKS, Jeong KJ, Tsang YH, Mills GB, Overman MJ, Grothey A, Marshall JL, Kopetz S. Clinical and Functional Characterization of Atypical KRAS/ NRAS Mutations in Metastatic Colorectal Cancer. Clin Cancer Res 2021; 27:4587-4598. [PMID: 34117033 PMCID: PMC8364867 DOI: 10.1158/1078-0432.ccr-21-0180] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 04/29/2021] [Accepted: 06/09/2021] [Indexed: 01/13/2023]
Abstract
PURPOSE Mutations in KRAS/NRAS (RAS) predict lack of anti-EGFR efficacy in metastatic colorectal cancer (mCRC). However, it is unclear if all RAS mutations have similar impact, and atypical mutations beyond those in standard guidelines exist. EXPERIMENTAL DESIGN We reviewed 7 tissue and 1 cell-free DNA cohorts of 9,485 patients to characterize atypical RAS variants. Using an in vitro cell-based assay (functional annotation for cancer treatment), Ba/F3 transformation, and in vivo xenograft models of transduced isogenic clones, we assessed signaling changes across mutations. RESULTS KRAS exon 2, extended RAS, and atypical RAS mutations were noted in 37.8%, 9.5%, and 1.2% of patients, respectively. Among atypical variants, KRAS L19F, Q22K, and D33E occurred at prevalence ≥0.1%, whereas no NRAS codon 117/146 and only one NRAS codon 59 mutation was noted. Atypical RAS mutations had worse overall survival than RAS/BRAF wild-type mCRC (HR, 2.90; 95% confidence interval, 1.24-6.80; P = 0.014). We functionally characterized 114 variants with the FACT assay. All KRAS exon 2 and extended RAS mutations appeared activating. Of 57 atypical RAS variants characterized, 18 (31.6%) had signaling below wild-type, 23 (40.4%) had signaling between wild-type and activating control, and 16 (28.1%) were hyperactive beyond the activating control. Ba/F3 transformation (17/18 variants) and xenograft model (7/8 variants) validation was highly concordant with FACT results, and activating atypical variants were those that occurred at highest prevalence in clinical cohorts. CONCLUSIONS We provide best available evidence to guide treatment when atypical RAS variants are identified. KRAS L19F, Q22K, D33E, and T50I are more prevalent than many guideline-included RAS variants and functionally relevant.
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Affiliation(s)
| | | | - Muddassir A Syed
- The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Alexey V Sorokin
- The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Oluwadara Coker
- The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | - Benjamin A Weinberg
- Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC
| | | | | | | | | | | | | | | | | | - Kang Jin Jeong
- Oregon Health Sciences University Knight Cancer Institute, Portland, Oregon
| | - Yiu Huen Tsang
- Oregon Health Sciences University Knight Cancer Institute, Portland, Oregon
| | - Gordon B Mills
- Oregon Health Sciences University Knight Cancer Institute, Portland, Oregon
| | | | | | | | - Scott Kopetz
- The University of Texas MD Anderson Cancer Center, Houston, Texas.
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Koopman B, Groen HJ, Ligtenberg MJ, Grünberg K, Monkhorst K, de Langen AJ, Boelens MC, Paats MS, von der Thüsen JH, Dinjens WN, Solleveld N, van Wezel T, Gelderblom H, Hendriks LE, Speel EM, Theunissen TE, Kroeze LI, Mehra N, Piet B, van der Wekken AJ, ter Elst A, Timens W, Willems SM, Meijers RW, de Leng WW, van Lindert AS, Radonic T, Hashemi SM, Heideman DA, Schuuring E, van Kempen LC. Multicenter Comparison of Molecular Tumor Boards in The Netherlands: Definition, Composition, Methods, and Targeted Therapy Recommendations. Oncologist 2021; 26:e1347-e1358. [PMID: 33111480 PMCID: PMC8342588 DOI: 10.1002/onco.13580] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Accepted: 09/25/2020] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Molecular tumor boards (MTBs) provide rational, genomics-driven, patient-tailored treatment recommendations. Worldwide, MTBs differ in terms of scope, composition, methods, and recommendations. This study aimed to assess differences in methods and agreement in treatment recommendations among MTBs from tertiary cancer referral centers in The Netherlands. MATERIALS AND METHODS MTBs from all tertiary cancer referral centers in The Netherlands were invited to participate. A survey assessing scope, value, logistics, composition, decision-making method, reporting, and registration of the MTBs was completed through on-site interviews with members from each MTB. Targeted therapy recommendations were compared using 10 anonymized cases. Participating MTBs were asked to provide a treatment recommendation in accordance with their own methods. Agreement was based on which molecular alteration(s) was considered actionable with the next line of targeted therapy. RESULTS Interviews with 24 members of eight MTBs revealed that all participating MTBs focused on rare or complex mutational cancer profiles, operated independently of cancer type-specific multidisciplinary teams, and consisted of at least (thoracic and/or medical) oncologists, pathologists, and clinical scientists in molecular pathology. Differences were the types of cancer discussed and the methods used to achieve a recommendation. Nevertheless, agreement among MTB recommendations, based on identified actionable molecular alteration(s), was high for the 10 evaluated cases (86%). CONCLUSION MTBs associated with tertiary cancer referral centers in The Netherlands are similar in setup and reach a high agreement in recommendations for rare or complex mutational cancer profiles. We propose a "Dutch MTB model" for an optimal, collaborative, and nationally aligned MTB workflow. IMPLICATIONS FOR PRACTICE Interpretation of genomic analyses for optimal choice of target therapy for patients with cancer is becoming increasingly complex. A molecular tumor board (MTB) supports oncologists in rationalizing therapy options. However, there is no consensus on the most optimal setup for an MTB, which can affect the quality of recommendations. This study reveals that the eight MTBs associated with tertiary cancer referral centers in The Netherlands are similar in setup and reach a high agreement in recommendations for rare or complex mutational profiles. The Dutch MTB model is based on a collaborative and nationally aligned workflow with interinstitutional collaboration and data sharing.
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Affiliation(s)
- Bart Koopman
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Harry J.M. Groen
- Department of Pulmonary Diseases, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Marjolijn J.L. Ligtenberg
- Department of Pathology, Radboud University Medical CenterNijmegenThe Netherlands
- Department of Human Genetics, Radboud University Medical CenterNijmegenThe Netherlands
| | - Katrien Grünberg
- Department of Pathology, Radboud University Medical CenterNijmegenThe Netherlands
| | - Kim Monkhorst
- Department of Pathology, Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Adrianus J. de Langen
- Department of Thoracic Oncology, Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Mirjam C. Boelens
- Department of Pathology, Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Marthe S. Paats
- Department of Pulmonary Medicine, Erasmus Medical Center, University Medical Center RotterdamRotterdamThe Netherlands
| | - Jan H. von der Thüsen
- Department of Pathology, Erasmus Medical Center, University Medical Center RotterdamRotterdamThe Netherlands
| | - Winand N.M. Dinjens
- Department of Pathology, Erasmus Medical Center, University Medical Center RotterdamRotterdamThe Netherlands
| | - Nienke Solleveld
- Department of Pathology, Leiden University Medical CenterLeidenThe Netherlands
| | - Tom van Wezel
- Department of Pathology, Netherlands Cancer InstituteAmsterdamThe Netherlands
- Department of Pathology, Leiden University Medical CenterLeidenThe Netherlands
| | - Hans Gelderblom
- Department of Medical Oncology, Leiden University Medical CenterLeidenThe Netherlands
| | - Lizza E. Hendriks
- Department of Pulmonary Diseases, GROW‐School for Oncology and Developmental Biology, Maastricht University Medical CenterMaastrichtThe Netherlands
| | - Ernst‐Jan M. Speel
- Department of Pathology, GROW‐School for Oncology and Developmental Biology, Maastricht University Medical CenterMaastrichtThe Netherlands
| | - Tom E. Theunissen
- Department of Pathology, GROW‐School for Oncology and Developmental Biology, Maastricht University Medical CenterMaastrichtThe Netherlands
| | - Leonie I. Kroeze
- Department of Pathology, Radboud University Medical CenterNijmegenThe Netherlands
| | - Niven Mehra
- Department of Medical Oncology, Radboud University Medical CenterNijmegenThe Netherlands
| | - Berber Piet
- Department of Pulmonary Diseases, Radboud University Medical CenterNijmegenThe Netherlands
| | - Anthonie J. van der Wekken
- Department of Pulmonary Diseases, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Arja ter Elst
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Wim Timens
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Stefan M. Willems
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
- Department of Pathology, University Medical Center UtrechtUtrechtThe Netherlands
| | - Ruud W.J. Meijers
- Department of Pathology, University Medical Center UtrechtUtrechtThe Netherlands
| | - Wendy W.J. de Leng
- Department of Pathology, University Medical Center UtrechtUtrechtThe Netherlands
| | | | - Teodora Radonic
- Department of Pathology, Cancer Center Amsterdam, Amsterdam University Medical Center, Vrije Universiteit AmsterdamAmsterdamThe Netherlands
| | - Sayed M.S. Hashemi
- Department of Pulmonary Diseases, Cancer Center Amsterdam, Amsterdam University Medical Center, Vrije Universiteit AmsterdamAmsterdamThe Netherlands
| | - Daniëlle A.M. Heideman
- Department of Pathology, Cancer Center Amsterdam, Amsterdam University Medical Center, Vrije Universiteit AmsterdamAmsterdamThe Netherlands
| | - Ed Schuuring
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Léon C. van Kempen
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
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Osaka N, Hirota Y, Ito D, Ikeda Y, Kamata R, Fujii Y, Chirasani VR, Campbell SL, Takeuchi K, Senda T, Sasaki AT. Divergent Mechanisms Activating RAS and Small GTPases Through Post-translational Modification. Front Mol Biosci 2021; 8:707439. [PMID: 34307463 PMCID: PMC8295990 DOI: 10.3389/fmolb.2021.707439] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 06/22/2021] [Indexed: 12/12/2022] Open
Abstract
RAS is a founding member of the RAS superfamily of GTPases. These small 21 kDa proteins function as molecular switches to initialize signaling cascades involved in various cellular processes, including gene expression, cell growth, and differentiation. RAS is activated by GTP loading and deactivated upon GTP hydrolysis to GDP. Guanine nucleotide exchange factors (GEFs) and GTPase-activating proteins (GAPs) accelerate GTP loading and hydrolysis, respectively. These accessory proteins play a fundamental role in regulating activities of RAS superfamily small GTPase via a conserved guanine binding (G)-domain, which consists of five G motifs. The Switch regions lie within or proximal to the G2 and G3 motifs, and undergo dynamic conformational changes between the GDP-bound "OFF" state and GTP-bound "ON" state. They play an important role in the recognition of regulatory factors (GEFs and GAPs) and effectors. The G4 and G5 motifs are the focus of the present work and lie outside Switch regions. These motifs are responsible for the recognition of the guanine moiety in GTP and GDP, and contain residues that undergo post-translational modifications that underlie new mechanisms of RAS regulation. Post-translational modification within the G4 and G5 motifs activates RAS by populating the GTP-bound "ON" state, either through enhancement of intrinsic guanine nucleotide exchange or impairing GAP-mediated down-regulation. Here, we provide a comprehensive review of post-translational modifications in the RAS G4 and G5 motifs, and describe the role of these modifications in RAS activation as well as potential applications for cancer therapy.
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Affiliation(s)
- Natsuki Osaka
- Institute for Advanced Biosciences, Keio University, Tsuruoka, Japan
| | - Yoshihisa Hirota
- Division of Hematology and Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, United States
- Department of Bioscience and Engineering, College of Systems Engineering and Science, Shibaura Institute of Technology, Saitama, Japan
| | - Doshun Ito
- Structural Biology Research Center, Institute of Materials Structure Science, High Energy Accelerator Research Organization (KEK), Tsukuba, Japan
- Faculty of Environment and Information Studies, Keio University, Fujisawa, Japan
| | - Yoshiki Ikeda
- Department of Molecular Genetics, Institute of Biomedical Science, Kansai Medical University, Osaka, Japan
| | - Ryo Kamata
- Institute for Advanced Biosciences, Keio University, Tsuruoka, Japan
| | - Yuki Fujii
- Division of Hematology and Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, United States
- Graduate School of Science, Osaka City University, Osaka, Japan
| | - Venkat R. Chirasani
- Department of Biochemistry and Biophysics and Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Sharon L. Campbell
- Department of Biochemistry and Biophysics and Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Koh Takeuchi
- Cellular and Molecular Biotechnology Research Institute, National Institute of Advanced Science and Technology, Tokyo, Japan
| | - Toshiya Senda
- Structural Biology Research Center, Institute of Materials Structure Science, High Energy Accelerator Research Organization (KEK), Tsukuba, Japan
- Department of Accelerator Science, School of High Energy Accelerator Science, SOKENDAI (The Graduate University for Advanced Studies), Tsukuba, Japan
- Faculty of Pure and Applied Sciences, University of Tsukuba, Tsukuba, Japan
| | - Atsuo T. Sasaki
- Institute for Advanced Biosciences, Keio University, Tsuruoka, Japan
- Division of Hematology and Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, United States
- Department of Cancer Biology, University of Cincinnati College of Medicine, Columbus, OH, United States
- Department of Neurosurgery, Brain Tumor Center at UC Gardner Neuroscience Institute, Cincinnati, OH, United States
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A Facile Method to Engineer Mutant Kras Alleles in an Isogenic Cell Background. METHODS IN MOLECULAR BIOLOGY (CLIFTON, N.J.) 2021; 2262:323-334. [PMID: 33977487 DOI: 10.1007/978-1-0716-1190-6_20] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Oncogenic KRAS mutations are common in colorectal cancer (CRC), found in ~50% of tumors, and are associated with poor prognosis and resistance to therapy. There is substantial diversity of KRAS mutations observed in CRC. Importantly, emerging clinical and experimental analysis of relatively common KRAS mutations at amino acids G12, G13, A146, and Q61 suggest that each mutation differently influences the clinical properties of a disease and response to therapy. Although clinical evidence suggests biological differences between mutant KRAS alleles, these differences and the mechanisms underlying them are not well understood, and further exploration of allele-specific differences may provide evidence for individualized therapeutics. One approach to study allelic variation involves the use of isogenic cell lines that express different endogenous KRAS mutants. Here we developed an assay using fluorescent co-selection for CRISPR-driven gene editing to generate various Kras mutations in an isogenic murine colon epithelial cell line background. This assay involves generation of a cell line stably expressing Cas9 linked to BFP and simultaneous introduction of single-guide RNAs (sgRNAs) to two different gene loci resulting in double-editing events. Single-stranded donor oligonucleotides are introduced for a GFP gene and a Kras mutant allele of our choice as templates for homologous recombination (HDR). Cells that successfully undergo HDR are GFP-positive and have a higher probability of containing the desired Kras mutation. Therefore, selection for GFP-positive cells allows us to identify those with phenotypically silent Kras edits. Ultimately, this method allows us to toggle between different mutant alleles and preserve the wild-type allele while maintaining an isogenic background.
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de Witte CJ, Espejo Valle-Inclan J, Hami N, Lõhmussaar K, Kopper O, Vreuls CPH, Jonges GN, van Diest P, Nguyen L, Clevers H, Kloosterman WP, Cuppen E, Snippert HJG, Zweemer RP, Witteveen PO, Stelloo E. Patient-Derived Ovarian Cancer Organoids Mimic Clinical Response and Exhibit Heterogeneous Inter- and Intrapatient Drug Responses. Cell Rep 2021; 31:107762. [PMID: 32553164 DOI: 10.1016/j.celrep.2020.107762] [Citation(s) in RCA: 177] [Impact Index Per Article: 44.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Revised: 03/26/2020] [Accepted: 05/21/2020] [Indexed: 01/19/2023] Open
Abstract
There remains an unmet need for preclinical models to enable personalized therapy for ovarian cancer (OC) patients. Here we evaluate the capacity of patient-derived organoids (PDOs) to predict clinical drug response and functional consequences of tumor heterogeneity. We included 36 whole-genome-characterized PDOs from 23 OC patients with known clinical histories. OC PDOs maintain the genomic features of the original tumor lesion and recapitulate patient response to neoadjuvant carboplatin/paclitaxel combination treatment. PDOs display inter- and intrapatient drug response heterogeneity to chemotherapy and targeted drugs, which can be partially explained by genetic aberrations. PDO drug screening identifies high responsiveness to at least one drug for 88% of patients. PDOs are valuable preclinical models that can provide insights into drug response for individual patients with OC, complementary to genetic testing. Generating PDOs of multiple tumor locations can improve clinical decision making and increase our knowledge of genetic and drug response heterogeneity.
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Affiliation(s)
- Chris Jenske de Witte
- Genetics, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht University, Universiteitsweg 100, 3584 CG Utrecht, the Netherlands; Oncode Institute, Jaarbeursplein 6, 3521 AL Utrecht, the Netherlands
| | - Jose Espejo Valle-Inclan
- Genetics, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht University, Universiteitsweg 100, 3584 CG Utrecht, the Netherlands; Oncode Institute, Jaarbeursplein 6, 3521 AL Utrecht, the Netherlands
| | - Nizar Hami
- Oncode Institute, Jaarbeursplein 6, 3521 AL Utrecht, the Netherlands; Molecular Cancer Research, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht University, Universiteitsweg 100, 3584 CG Utrecht, the Netherlands
| | - Kadi Lõhmussaar
- Oncode Institute, Jaarbeursplein 6, 3521 AL Utrecht, the Netherlands; Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center Utrecht, Uppsalalaan 8, 3584 CT Utrecht, the Netherlands
| | - Oded Kopper
- Oncode Institute, Jaarbeursplein 6, 3521 AL Utrecht, the Netherlands; Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center Utrecht, Uppsalalaan 8, 3584 CT Utrecht, the Netherlands
| | - Celien Philomena Henrieke Vreuls
- Department of Pathology, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX Utrecht, the Netherlands
| | - Geertruida Nellie Jonges
- Department of Pathology, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX Utrecht, the Netherlands
| | - Paul van Diest
- Department of Pathology, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX Utrecht, the Netherlands
| | - Luan Nguyen
- Genetics, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht University, Universiteitsweg 100, 3584 CG Utrecht, the Netherlands; Oncode Institute, Jaarbeursplein 6, 3521 AL Utrecht, the Netherlands
| | - Hans Clevers
- Oncode Institute, Jaarbeursplein 6, 3521 AL Utrecht, the Netherlands; Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center Utrecht, Uppsalalaan 8, 3584 CT Utrecht, the Netherlands
| | - Wigard Pieter Kloosterman
- Genetics, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht University, Universiteitsweg 100, 3584 CG Utrecht, the Netherlands
| | - Edwin Cuppen
- Genetics, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht University, Universiteitsweg 100, 3584 CG Utrecht, the Netherlands; Oncode Institute, Jaarbeursplein 6, 3521 AL Utrecht, the Netherlands; Hartwig Medical Foundation, Science Park 408, 1098 XH Amsterdam, the Netherlands
| | - Hugo Johannes Gerhardus Snippert
- Oncode Institute, Jaarbeursplein 6, 3521 AL Utrecht, the Netherlands; Molecular Cancer Research, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht University, Universiteitsweg 100, 3584 CG Utrecht, the Netherlands
| | - Ronald Peter Zweemer
- Division of Imaging and Oncology, Department of Gynecological Oncology, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX Utrecht, the Netherlands
| | - Petronella Oda Witteveen
- Department of Medical Oncology, Cancer Center, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX Utrecht, the Netherlands
| | - Ellen Stelloo
- Genetics, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht University, Universiteitsweg 100, 3584 CG Utrecht, the Netherlands; Oncode Institute, Jaarbeursplein 6, 3521 AL Utrecht, the Netherlands.
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Promotion of cancer cell stemness by Ras. Biochem Soc Trans 2021; 49:467-476. [PMID: 33544116 PMCID: PMC7925005 DOI: 10.1042/bst20200964] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Revised: 01/17/2021] [Accepted: 01/19/2021] [Indexed: 02/07/2023]
Abstract
Cancer stem cells (CSC) may be the most relevant and elusive cancer cell population, as they have the exquisite ability to seed new tumors. It is plausible, that highly mutated cancer genes, such as KRAS, are functionally associated with processes contributing to the emergence of stemness traits. In this review, we will summarize the evidence for a stemness driving activity of oncogenic Ras. This activity appears to differ by Ras isoform, with the highly mutated KRAS having a particularly profound impact. Next to established stemness pathways such as Wnt and Hedgehog (Hh), the precise, cell cycle dependent orchestration of the MAPK-pathway appears to relay Ras activation in this context. We will examine how non-canonical activities of K-Ras4B (hereafter K-Ras) could be enabled by its trafficking chaperones calmodulin and PDE6D/PDEδ. Both dynamically localize to the cellular machinery that is intimately linked to cell fate decisions, such as the primary cilium and the centrosome. Thus, it can be speculated that oncogenic K-Ras disrupts fundamental polarized signaling and asymmetric apportioning processes that are necessary during cell differentiation.
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Sheikhsofla F, Poopak B, Firuzyar S, Roudbari F, Ghadiany M. A Cross-Sectional Study for Evaluation of KRAS and BRAF Mutations by Reverse Dot Blot, PCR-RFLP, and Allele-Specific PCR Methods Among Patients with Colorectal Cancer. Avicenna J Med Biotechnol 2021; 13:183-191. [PMID: 34900144 PMCID: PMC8606106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Accepted: 04/18/2021] [Indexed: 10/31/2022] Open
Abstract
BACKGROUND KRAS and BRAF genes are the biomarkers in Colorectal Cancer (CRC) which play prognostic and predictive roles in CRC treatment. Nowadays, the selection of rapid and available methods for studying KRAS and BRAF mutations in anti-EGFR therapy of patients suffering from CRC plays a significant role. In this study, the mutations of these two oncogenes were evaluated by different methods. METHODS This study was performed on 50 Formalin-Fixed Paraffin-Embedded (FFPE) tissue blocks of patients diagnosed with colorectal cancer. After DNA extraction, KRAS and BRAF gene mutations were evaluated using reverse dot blot, and results were compared with PCR-RFLP and allele-specific PCR for KRAS and BRAF mutations, respectively. RESULTS KRAS gene mutations were detected in 42% of patients, of which 30% were in codon 12 region, and 12% in codon 13. The most frequent mutations of KRAS were related to G12D and 10% of patients had BRAF mutated genes. The type of KRAS gene mutations could be evaluated by reverse dot blot method. In general, the results of PCR-RFLP and allele-specific PCR were similar to the findings by reverse dot blot method. CONCLUSION These findings suggest that PCR-RFLP and allele-specific PCR methods are suitable for screening the presence of the mutations in KRAS and BRAF oncogenes. In fact, another method with more sensitivity is needed for a more accurate assessment to determine the type of mutations. Due to higher speed of detection, reduced Turnaround Time (TAT), and possible role of some KRAS point mutations in overall survival, reverse dot blot analysis seems to be an optimal method.
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Affiliation(s)
- Fatemeh Sheikhsofla
- Department of Cellular and Molecular Biology, University of Mazandaran, Mazandaran, Iran
| | - Behzad Poopak
- Department of Clinical Laboratory Sciences, Islamic Azad University, Tehran Medical Sciences Branch, Tehran, Iran,Corresponding author: Behzad Poopak, Ph.D., Department of Clinical Laboratory Sciences, Islamic Azad University, Tehran Medical Sciences Branch, Tehran, Iran, Tel: +98 21 22264144, Fax: +98 21 22264144, E-mail:
| | - Sajjad Firuzyar
- Razi Vaccine and Serum Research Institute of Karaj, Karaj, Iran
| | - Fatemeh Roudbari
- Department of Virology, University of Mazandaran, Mazandaran, Iran
| | - Mojtaba Ghadiany
- Department of Hematology and Oncology, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Abstract
The genetic alterations in cancer cells are tightly linked to signaling pathway dysregulation. Ras is a key molecule that controls several tumorigenesis-related processes, and mutations in RAS genes often lead to unbiased intensification of signaling networks that fuel cancer progression. In this article, we review recent studies that describe mutant Ras-regulated signaling routes and their cross-talk. In addition to the two main Ras-driven signaling pathways, i.e., the RAF/MEK/ERK and PI3K/AKT/mTOR pathways, we have also collected emerging data showing the importance of Ras in other signaling pathways, including the RAC/PAK, RalGDS/Ral, and PKC/PLC signaling pathways. Moreover, microRNA-regulated Ras-associated signaling pathways are also discussed to highlight the importance of Ras regulation in cancer. Finally, emerging data show that the signal alterations in specific cell types, such as cancer stem cells, could promote cancer development. Therefore, we also cover the up-to-date findings related to Ras-regulated signal transduction in cancer stem cells.
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Affiliation(s)
- Tamás Takács
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
| | - Gyöngyi Kudlik
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
| | - Anita Kurilla
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
| | - Bálint Szeder
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
| | - László Buday
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary
- Department of Medical Chemistry, Semmelweis University Medical School, Budapest, Hungary
| | - Virag Vas
- Institute of Enzymology, Research Centre for Natural Sciences, Budapest, Hungary.
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Kun EHS, Tsang YTM, Lin S, Pan S, Medapalli T, Malpica A, Richards JS, Gershenson DM, Wong KK. Differences in gynecologic tumor development in Amhr2-Cre mice with KRAS G12D or KRAS G12V mutations. Sci Rep 2020; 10:20678. [PMID: 33244099 PMCID: PMC7693266 DOI: 10.1038/s41598-020-77666-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Accepted: 11/10/2020] [Indexed: 01/05/2023] Open
Abstract
How different KRAS variants impact tumor initiation and progression in vivo has not been thoroughly examined. We hypothesize that the ability of either KRASG12D or KRASG12V mutations to initiate tumor formation is context dependent. Amhr2-Cre mice express Cre recombinase in tissues that develop into the fallopian tubes, uterus, and ovaries. We used these mice to conditionally express either the KRASG12V/+or KRASG12D/+ mutation. Mice with the genotype Amhr2-Cre Pten(fl/fl) KrasG12D/+(G12D mice) had abnormal follicle structures and developed low-grade serous ovarian carcinomas with 100% penetrance within 18 weeks. In contrast, mice with the genotype Amhr2-Cre Pten(fl/fl) KrasG12V/+ (G12V mice) had normal follicle structures, and about 90% of them developed uterine tumors with diverse histological features resembling those of leiomyoma and leiomyosarcoma. Granulosa cell tumors also developed in G12V mice. Differences in cell-signaling pathways in the uterine tissues of G12D and G12V mice were identified using RNA sequencing and reverse-phase protein array analyses. We found that CTNNB1, IL1A, IL1B, TNF, TGFB1, APP, and IL6 had the higher activity in G12V mice than in G12D mice. These mouse models will be useful for studying the differences in signaling pathways driven by KrasG12V/+ or KrasG12D/+ mutations to aid development of targeted therapies for specific KRAS mutant variants. Our leiomyoma model driven by the KrasG12V/+ mutation will also be useful in deciphering the malignant progression from leiomyoma to leiomyosarcoma.
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Affiliation(s)
- Eucharist H S Kun
- Department of Gynecologic Oncology and Reproductive Medicine, Unit 1362, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX, 77030, USA
| | - Yvonne T M Tsang
- Department of Gynecologic Oncology and Reproductive Medicine, Unit 1362, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX, 77030, USA
| | - Sophia Lin
- Department of Gynecologic Oncology and Reproductive Medicine, Unit 1362, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX, 77030, USA
| | - Sophia Pan
- Department of Gynecologic Oncology and Reproductive Medicine, Unit 1362, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX, 77030, USA
| | - Tejas Medapalli
- Department of Gynecologic Oncology and Reproductive Medicine, Unit 1362, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX, 77030, USA
| | - Anais Malpica
- Departments of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - JoAnne S Richards
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA
| | - David M Gershenson
- Department of Gynecologic Oncology and Reproductive Medicine, Unit 1362, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX, 77030, USA
| | - Kwong-Kwok Wong
- Department of Gynecologic Oncology and Reproductive Medicine, Unit 1362, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX, 77030, USA.
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Klutstein M. Cause and effect in epigenetics - where lies the truth, and how can experiments reveal it?: Epigenetic self-reinforcing loops obscure causation in cancer and aging. Bioessays 2020; 43:e2000262. [PMID: 33236359 DOI: 10.1002/bies.202000262] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 10/14/2020] [Accepted: 10/15/2020] [Indexed: 12/19/2022]
Abstract
Epigenetic changes are implicated in aging and cancer. Sometimes, it is clear whether the causing agent of the condition is a genetic factor or epigenetic. In other cases, the causative factor is unclear, and could be either genetic or epigenetic. Is there a general role for epigenetic changes in cancer and aging? Here, I present the paradigm of causative roles executed by epigenetic changes. I discuss cases with clear roles of the epigenome in cancer and aging, and other cases showing involvement of other factors. I also present the possibility that sometimes causality is difficult to assign because of the presence of self-reinforcing loops in epigenetic regulation. Such loops hinder the identification of the causative factor. I provide an experimental framework by which the role of the epigenome can be examined in a better setting and where the presence of such loops could be investigated in more detail.
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Affiliation(s)
- Michael Klutstein
- Institute of Dental Sciences, Faculty of Dental Medicine, The Hebrew University of Jerusalem, Ein Kerem, Jerusalem, Israel
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Tabibzadeh A, Tameshkel FS, Moradi Y, Soltani S, Moradi-Lakeh M, Ashrafi GH, Motamed N, Zamani F, Motevalian SA, Panahi M, Esghaei M, Ajdarkosh H, Mousavi-Jarrahi A, Niya MHK. Signal transduction pathway mutations in gastrointestinal (GI) cancers: a systematic review and meta-analysis. Sci Rep 2020; 10:18713. [PMID: 33127962 PMCID: PMC7599243 DOI: 10.1038/s41598-020-73770-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Accepted: 09/02/2020] [Indexed: 02/07/2023] Open
Abstract
The present study was conducted to evaluate the prevalence of the signaling pathways mutation rate in the Gastrointestinal (GI) tract cancers in a systematic review and meta-analysis study. The study was performed based on the PRISMA criteria. Random models by confidence interval (CI: 95%) were used to calculate the pooled estimate of prevalence via Metaprop command. The pooled prevalence indices of signal transduction pathway mutations in gastric cancer, liver cancer, colorectal cancer, and pancreatic cancer were 5% (95% CI: 3-8%), 12% (95% CI: 8-18%), 17% (95% CI: 14-20%), and 20% (95% CI: 5-41%), respectively. Also, the mutation rates for Wnt pathway and MAPK pathway were calculated to be 23% (95% CI, 14-33%) and 20% (95% CI, 17-24%), respectively. Moreover, the most popular genes were APC (in Wnt pathway), KRAS (in MAPK pathway) and PIK3CA (in PI3K pathway) in the colorectal cancer, pancreatic cancer, and gastric cancer while they were beta-catenin and CTNNB1 in liver cancer. The most altered pathway was Wnt pathway followed by the MAPK pathway. In addition, pancreatic cancer was found to be higher under the pressure of mutation compared with others based on pooled prevalence analysis. Finally, APC mutations in colorectal cancer, KRAS in gastric cancer, and pancreatic cancer were mostly associated gene alterations.
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Affiliation(s)
- Alireza Tabibzadeh
- Department of Virology, Faculty of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Fahimeh Safarnezhad Tameshkel
- Student Research Committee, Iran University of Medical Sciences, Tehran, Iran
- Gastrointestinal and Liver Disease Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Yousef Moradi
- Social Determinants of Health Research Center, Research Institute for Health Development, Kurdistan University of Medical Sciences, Sanandaj, Iran
| | - Saber Soltani
- Department of Virology, Tehran University of Medical Sciences, Tehran, Iran
| | - Maziar Moradi-Lakeh
- Gastrointestinal and Liver Disease Research Center, Iran University of Medical Sciences, Tehran, Iran
- Preventive Medicine and Public Health Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - G Hossein Ashrafi
- Cancer Theme SEC Faculty, Kingston University, Penrhyn Road, London, KT1 2EE, UK
| | - Nima Motamed
- Department of Social Medicine, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Farhad Zamani
- Gastrointestinal and Liver Disease Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Seyed Abbas Motevalian
- Department of Epidemiology, School of Public Health, Iran University of Medical Sciences, Tehran, Iran
| | - Mahshid Panahi
- Gastrointestinal and Liver Disease Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Maryam Esghaei
- Department of Virology, Faculty of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Hossein Ajdarkosh
- Gastrointestinal and Liver Disease Research Center, Iran University of Medical Sciences, Tehran, Iran
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Miyabayashi K, Baker LA, Deschênes A, Traub B, Caligiuri G, Plenker D, Alagesan B, Belleau P, Li S, Kendall J, Jang GH, Kawaguchi RK, Somerville TDD, Tiriac H, Hwang CI, Burkhart RA, Roberts NJ, Wood LD, Hruban RH, Gillis J, Krasnitz A, Vakoc CR, Wigler M, Notta F, Gallinger S, Park Y, Tuveson DA. Intraductal Transplantation Models of Human Pancreatic Ductal Adenocarcinoma Reveal Progressive Transition of Molecular Subtypes. Cancer Discov 2020; 10:1566-1589. [PMID: 32703770 PMCID: PMC7664990 DOI: 10.1158/2159-8290.cd-20-0133] [Citation(s) in RCA: 88] [Impact Index Per Article: 17.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 05/18/2020] [Accepted: 07/02/2020] [Indexed: 11/16/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is the most lethal common malignancy, with little improvement in patient outcomes over the past decades. Recently, subtypes of pancreatic cancer with different prognoses have been elaborated; however, the inability to model these subtypes has precluded mechanistic investigation of their origins. Here, we present a xenotransplantation model of PDAC in which neoplasms originate from patient-derived organoids injected directly into murine pancreatic ducts. Our model enables distinction of the two main PDAC subtypes: intraepithelial neoplasms from this model progress in an indolent or invasive manner representing the classical or basal-like subtypes of PDAC, respectively. Parameters that influence PDAC subtype specification in this intraductal model include cell plasticity and hyperactivation of the RAS pathway. Finally, through intratumoral dissection and the direct manipulation of RAS gene dosage, we identify a suite of RAS-regulated secreted and membrane-bound proteins that may represent potential candidates for therapeutic intervention in patients with PDAC. SIGNIFICANCE: Accurate modeling of the molecular subtypes of pancreatic cancer is crucial to facilitate the generation of effective therapies. We report the development of an intraductal organoid transplantation model of pancreatic cancer that models the progressive switching of subtypes, and identify stochastic and RAS-driven mechanisms that determine subtype specification.See related commentary by Pickering and Morton, p. 1448.This article is highlighted in the In This Issue feature, p. 1426.
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Affiliation(s)
- Koji Miyabayashi
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, New York
| | - Lindsey A Baker
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, New York
| | - Astrid Deschênes
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, New York
| | - Benno Traub
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, New York
| | - Giuseppina Caligiuri
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, New York
| | - Dennis Plenker
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, New York
| | - Brinda Alagesan
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, New York
| | - Pascal Belleau
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
| | - Siran Li
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
| | - Jude Kendall
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
| | - Gun Ho Jang
- PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, Ontario, Canada
- Division of Research, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | | | | | - Hervé Tiriac
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, New York
- Department of Surgery, University of California, San Diego, La Jolla, California
| | - Chang-Il Hwang
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, New York
- Department of Microbiology and Molecular Genetics, University of California, Davis, California
| | - Richard A Burkhart
- Division of Hepatobiliary and Pancreatic Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Nicholas J Roberts
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Laura D Wood
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Ralph H Hruban
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Jesse Gillis
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
| | | | | | - Michael Wigler
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
| | - Faiyaz Notta
- PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, Ontario, Canada
- Division of Research, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Steven Gallinger
- PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, Ontario, Canada
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Hepatobiliary/Pancreatic Surgical Oncology Program, University Health Network, Toronto, Ontario, Canada
- Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Youngkyu Park
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, New York
| | - David A Tuveson
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York.
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, New York
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Abe J, Tanuma N, Nomura M, Ito S, Kasugai I, Sato I, Tamai K, Mochizuki M, Yamaguchi K, Shima H, Okada Y, Yasuda J. Novel activating KRAS mutation candidates in lung adenocarcinoma. Biochem Biophys Res Commun 2020; 522:690-696. [DOI: 10.1016/j.bbrc.2019.11.151] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Accepted: 11/22/2019] [Indexed: 12/20/2022]
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El Otmani I, El Agy F, El Baradai S, Bouguenouch L, Lahmidani N, El Abkari M, Benajah DA, Toughrai I, El Bouhaddouti H, Mouaqit O, Ibn Majdoub Hassani K, Mazaz K, Benjelloun EB, Ousadden A, El Rhazi K, Bouhafa T, Benbrahim Z, Ouldim K, Ibrahimi SA, Ait Taleb K, Chbani L. Analysis of Molecular Pretreated Tumor Profiles as Predictive Biomarkers of Therapeutic Response and Survival Outcomes after Neoadjuvant Therapy for Rectal Cancer in Moroccan Population. DISEASE MARKERS 2020; 2020:8459303. [PMID: 31998419 PMCID: PMC6977322 DOI: 10.1155/2020/8459303] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Revised: 10/30/2019] [Accepted: 12/24/2019] [Indexed: 02/06/2023]
Abstract
Pathologic features depending on tumor response to preoperative chemoradiotherapy are important to determine the outcomes in patients with rectal cancer. Evaluating the potential predictive roles of biomarker expression and their prognostic impact is a promising challenge. We reported here the immunohistochemical staining of a panel marker of mismatch repair protein (MMR), Ki67, HER-2, and p53. Additionally, identification of somatic mutations of KRAS, NRAS, and BRAF genes were performed by direct sequencing and pyrosequencing in pretreated biopsy tissues from 57 patients diagnosed for rectal cancer. Clinical features and pathological criteria for postneoadjuvant treatment surgical resection specimen's data were collected. Immunohistochemical expression and mutational status were correlated with therapeutic response, overall survival, and disease progression. The mean age of patients was 56 years. Seven (12.3%) out of 57 patients had a complete therapeutic response. Our analysis showed that when using complete therapeutic response (Dworak 4) and incomplete therapeutic response (Dworak 3, 2, and 1) as grouping factor, high p53 expression at the pretreatment biopsy was significantly associated to an incomplete response (p = 0.002). For 20 and 2 out of 57, KRAS and NRAS mutations were detected, respectively. The majority of these mutations affected codon 12. KRAS mutations detected at codon 146 (A146T, A146V) was associated with the appearance of recurrence and distant metastasis (p = 0.019). A high expression of HER-2 corresponding to score 3+ was observed in 3 pretreatment biopsy specimens. This class was significantly associated with a short relapse-free survival (p = 0.002). Furthermore, the high expression of Ki67 was moderately correlated with an older age (p = 0.016, r = 0.319). In addition, this shows that high p53 expression in the pretreatment biopsy was associated with an incomplete response in surgical resection specimens after neoadjuvant treatment, and a HER-2 score 3+ can be a predictive factor of distant metastasis and local recurrence. Larger, prospective, and more studies are needed.
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Affiliation(s)
- Ihsane El Otmani
- Laboratory of Biomedical and Translational Research, University of Medicine and Pharmacy of Fez, Morocco
- Laboratory of Anatomic Pathology and Molecular Pathology, University Hospital Hassan II, 30070 Fes, Morocco
- Unit of Medical Genetics and Oncogenetics, University Hospital Hassan II, 30070 Fes, Morocco
| | - Fatima El Agy
- Laboratory of Biomedical and Translational Research, University of Medicine and Pharmacy of Fez, Morocco
- Laboratory of Anatomic Pathology and Molecular Pathology, University Hospital Hassan II, 30070 Fes, Morocco
| | - Sanae El Baradai
- Laboratory of Anatomic Pathology and Molecular Pathology, University Hospital Hassan II, 30070 Fes, Morocco
| | - Laila Bouguenouch
- Unit of Medical Genetics and Oncogenetics, University Hospital Hassan II, 30070 Fes, Morocco
| | - Nada Lahmidani
- Department of Gastroenterology, University Hospital Hassan II, 30070 Fes, Morocco
| | - Mohammed El Abkari
- Department of Gastroenterology, University Hospital Hassan II, 30070 Fes, Morocco
| | - Dafr Allah Benajah
- Department of Gastroenterology, University Hospital Hassan II, 30070 Fes, Morocco
| | - Imane Toughrai
- Department of General surgery, University Hospital Hassan II, 30070 Fes, Morocco
| | | | - Ouadii Mouaqit
- Department of General surgery, University Hospital Hassan II, 30070 Fes, Morocco
| | | | - Khalid Mazaz
- Department of General surgery, University Hospital Hassan II, 30070 Fes, Morocco
| | - El Bachir Benjelloun
- Department of General surgery, University Hospital Hassan II, 30070 Fes, Morocco
| | - Abdelmalek Ousadden
- Department of General surgery, University Hospital Hassan II, 30070 Fes, Morocco
| | - Karima El Rhazi
- Department of Epidemiology, University of Medicine and Pharmacy, 30070 Fes, Morocco
| | - Touria Bouhafa
- Department of Radiotherapy, University Hospital Hassan II, 30070 Fes, Morocco
| | - Zineb Benbrahim
- Department of Oncology, University Hospital Hassan II, 30070 Fes, Morocco
| | - Karim Ouldim
- Unit of Medical Genetics and Oncogenetics, University Hospital Hassan II, 30070 Fes, Morocco
| | - Sidi Adil Ibrahimi
- Department of General surgery, University Hospital Hassan II, 30070 Fes, Morocco
| | - Khalid Ait Taleb
- Department of General surgery, University Hospital Hassan II, 30070 Fes, Morocco
| | - Laila Chbani
- Laboratory of Biomedical and Translational Research, University of Medicine and Pharmacy of Fez, Morocco
- Laboratory of Anatomic Pathology and Molecular Pathology, University Hospital Hassan II, 30070 Fes, Morocco
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Awidi M, Ababneh N, Shomaf M, Al Fararjeh F, Owaidi L, AlKhatib M, Al Tarawneh B, Awidi A. KRAS and NRAS mutational gene profile of metastatic colorectal cancer patients in Jordan. PLoS One 2019; 14:e0226473. [PMID: 31881025 PMCID: PMC6934288 DOI: 10.1371/journal.pone.0226473] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Accepted: 11/27/2019] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND A constitutively active RAS protein in the absence of stimulation of the epidermal growth factor receptor (EGFR) is the result of mutations in KRAS and NRAS genes. Mutations in the KRAS exon 2 and outside exon 2 have been found to predict the resistance to anti-EGFR monoclonal therapy. A substantial proportion of metastatic colorectal cancer cases (mCRC) exhibit RAS mutations outside KRAS exon 2, particularly in KRAS exon 3 and 4 and NRAS exons 2 and 3. No data about RAS mutations outside KRAS exon 2 are available for Jordanian patients with mCRC. We aim to study the molecular spectrum, frequency, and distribution pattern of KRAS and NRAS mutations in Jordanian patients with mCRC. METHODS A cohort of 190 Jordanian metastatic colorectal cancer patients were enrolled in the trial. We detected mutations in exon 2 of the KRAS and NRAS gene as well as mutations outside of exon 2 using the StripAssay technique. The KRAS StripAssay covered 29 mutations and 22 NRAS mutations. RESULTS Mutations were observed in 92 (48.42%) cases, and KRAS exon 2 mutations accounted for 76 cases (83.69%). KRAS G12D was the most common mutation, occurring in 18 cases, followed by KRAS G12A in 16 cases, and G12T in 13 cases. Mutations outside of KRAS exon 2 represented 16.3% of the mutated cases. Among those, 6 cases (6.48%) carried mutations in NRAS exon 2 and 3, and 10 cases (10.87%) in KRAS exon 3 and 4. CONCLUSION The frequency of NRAS and KRAS mutations outside of exon 2 appears to be higher in Jordanian patients in comparison with patients from western countries. KRAS mutations outside of exon 2 should be tested routinely to identify patients who should not be treated with anti-EGFR antibodies.
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Affiliation(s)
- Muhammad Awidi
- Beth Israel Lahey Health-Lahey Hospital and Medical Center, Burlington, Massachusetts, United States of America
| | - Nidaa Ababneh
- Cell Therapy Center, The University of Jordan, Amman, Jordan
| | - Maha Shomaf
- Department of Pathology and Microbiology and Forensic Medicine, The University of Jordan, Amman, Jordan
| | - Feras Al Fararjeh
- Department of Medicine, The University of Jordan, School of Medicine, Amman, Jordan
| | - Laila Owaidi
- Hemostasis and Thrombosis Laboratory, School of Medicine, The University of Jordan, Amman, Jordan
| | - Mohammad AlKhatib
- Hemostasis and Thrombosis Laboratory, School of Medicine, The University of Jordan, Amman, Jordan
| | - Buthaina Al Tarawneh
- Hemostasis and Thrombosis Laboratory, School of Medicine, The University of Jordan, Amman, Jordan
| | - Abdalla Awidi
- Cell Therapy Center, The University of Jordan, Amman, Jordan
- Department of Hematology and Oncology, Jordan University Hospital, Amman, Jordan
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Gholami M, Larijani B, Sharifi F, Hasani‐Ranjbar S, Taslimi R, Bastami M, Atlasi R, Amoli MM. MicroRNA-binding site polymorphisms and risk of colorectal cancer: A systematic review and meta-analysis. Cancer Med 2019; 8:7477-7499. [PMID: 31637880 PMCID: PMC6885874 DOI: 10.1002/cam4.2600] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2019] [Revised: 09/20/2019] [Accepted: 09/24/2019] [Indexed: 02/07/2023] Open
Abstract
Genetic variations in miRNAs binding site might participate in cancer risk. This study aimed to systematically review the association between miRNA-binding site polymorphisms and colorectal cancer (CRC). Electronic literature search was carried out on PubMed, Web of Science (WOS), Scopus, and Embase. All types of observational studies till 30 November 2018 were included. Overall 85 studies (21 SNPs) from two systematic searches were included analysis. The results showed that in the Middle East population, the minor allele of rs731236 was associated with decreased risk of CRC (heterozygote model: 0.76 [0.61-0.95]). The minor allele of rs3025039 was related to increased risk of CRC in East Asian population (allelic model: 1.25 [1.01-1.54]). Results for rs3212986 were significant in overall and subgroup analysis (P < .05). For rs1801157 in subgroup analysis the association was significant in Asian populations (including allelic model: 2.28 [1.11-4.69]). For rs712, subgroup analysis revealed a significant (allelic model: 1.41 [1.23-1.61]) and borderline (allelic model: 0.92 [0.84-1.00]) association in Chinese and Czech populations, respectively. The minor allele of rs17281995 increased risk of CRC in different genetic models (P < .05). Finally, rs5275, rs4648298, and rs61764370 did not show significant associations. In conclusion, minor allele of rs3025039, rs3212986, and rs712 polymorphisms increases the risk of CRC in the East Asian population, and heterozygote model of rs731236 polymorphism shows protective effect in the Middle East population. In Europeans, the minor allele of rs17281995 may increase the risk of CRC, while rs712 may have a protective effect. Further analysis based on population stratifications should be considered in future studies.
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Affiliation(s)
- Morteza Gholami
- Obesity and Eating Habits Research CenterEndocrinology and Metabolism Clinical Sciences InstituteTehran University of Medical SciencesTehranIran
- Endocrinology and Metabolism Research CenterEndocrinology and Metabolism Clinical Sciences InstituteTehran University of Medical SciencesTehranIran
| | - Bagher Larijani
- Endocrinology and Metabolism Research CenterEndocrinology and Metabolism Clinical Sciences InstituteTehran University of Medical SciencesTehranIran
| | - Farshad Sharifi
- Elderly Health Research CenterEndocrinology and Metabolism Population Sciences InstituteTehran University of Medical SciencesTehranIran
| | - Shirin Hasani‐Ranjbar
- Obesity and Eating Habits Research CenterEndocrinology and Metabolism Clinical Sciences InstituteTehran University of Medical SciencesTehranIran
| | - Reza Taslimi
- Department of GastroenterologyImam Khomeini HospitalTehran University of Medical SciencesTehranIran
| | - Milad Bastami
- Department of Medical GeneticsFaculty of MedicineTabriz University of Medical SciencesTabrizIran
| | - Rasha Atlasi
- Evidence Based Practice Research CenterEndocrinology and Metabolism Clinical Sciences InstituteTehran University of Medical SciencesTehranIran
| | - Mahsa M. Amoli
- Metabolic Disorders Research CenterEndocrinology and Metabolism Molecular‐Cellular Sciences InstituteTehran University of Medical SciencesTehranIran
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Parseghian CM, Napolitano S, Loree JM, Kopetz S. Mechanisms of Innate and Acquired Resistance to Anti-EGFR Therapy: A Review of Current Knowledge with a Focus on Rechallenge Therapies. Clin Cancer Res 2019; 25:6899-6908. [PMID: 31263029 PMCID: PMC6891150 DOI: 10.1158/1078-0432.ccr-19-0823] [Citation(s) in RCA: 84] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Revised: 05/16/2019] [Accepted: 06/26/2019] [Indexed: 02/06/2023]
Abstract
Innate and acquired resistance to anti-EGFR therapy (EGFRi) is a major limitation in the treatment of metastatic colorectal cancer (mCRC). Although RAS genes are the most commonly mutated innate and acquired oncogenes in cancer, there are a number of other mechanisms that limit the effectiveness of EGFRi. Patients with innate resistance have been found to contain BRAFV600E mutations, and possibly MET, MEK, PIK3CA, PTEN, and HER2 alterations. Meanwhile, BRAFV600E mutations may also be involved in acquired resistance to EGFRi, in addition to EGFR ectodomain mutations, MET alterations, and possibly HER2 amplification. In addition, paracrine effects and cell-fate mechanisms of resistance are being increasingly described as contributing to acquired resistance. Utilization of circulating tumor DNA has been paramount in monitoring the dynamic nature of acquired resistance and has helped to guide treatment decisions, particularly in the EGFRi rechallenge setting. Herein, we provide an in-depth review of EGFRi-resistance mechanisms and describe the current therapeutic landscape in the hopes of identifying effective rechallenge strategies.
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Affiliation(s)
- Christine M Parseghian
- Department of Gastrointestinal Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Stefania Napolitano
- Department of Gastrointestinal Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | - Scott Kopetz
- Department of Gastrointestinal Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
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Muñoz-Maldonado C, Zimmer Y, Medová M. A Comparative Analysis of Individual RAS Mutations in Cancer Biology. Front Oncol 2019; 9:1088. [PMID: 31681616 PMCID: PMC6813200 DOI: 10.3389/fonc.2019.01088] [Citation(s) in RCA: 162] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2019] [Accepted: 10/02/2019] [Indexed: 01/15/2023] Open
Abstract
In human cells, three closely related RAS genes, termed HRAS, KRAS, and NRAS, encode four highly homologous proteins. RAS proteins are small GTPases involved in a broad spectrum of key molecular and cellular activities, including proliferation and survival among others. Gain-of-function missense mutations, mostly located at codons 12, 13, and 61, constitutively activate RAS proteins and can be detected in various types of human cancers. KRAS is the most frequently mutated, followed by NRAS and HRAS. However, each isoform exhibits distinctive mutation frequency at each codon, supporting the hypothesis that different RAS mutants may lead to distinct biologic manifestations. This review is focused on the differences in signaling and phenotype, as well as on transcriptomics, proteomics, and metabolomics profiles related to individual RAS-mutated variants. Additionally, association of these mutants with particular targeted outcomes and rare mutations at additional RAS codons are discussed.
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Affiliation(s)
- Carmen Muñoz-Maldonado
- Department of Radiation Oncology, Inselspital, Bern University Hospital, Bern, Switzerland.,Radiation Oncology, Department for BioMedical Research, University of Bern, Bern, Switzerland
| | - Yitzhak Zimmer
- Department of Radiation Oncology, Inselspital, Bern University Hospital, Bern, Switzerland.,Radiation Oncology, Department for BioMedical Research, University of Bern, Bern, Switzerland
| | - Michaela Medová
- Department of Radiation Oncology, Inselspital, Bern University Hospital, Bern, Switzerland.,Radiation Oncology, Department for BioMedical Research, University of Bern, Bern, Switzerland
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Yoshino H, Yin G, Kawaguchi R, Popov KI, Temple B, Sasaki M, Kofuji S, Wolfe K, Kofuji K, Okumura K, Randhawa J, Malhotra A, Majd N, Ikeda Y, Shimada H, Kahoud ER, Haviv S, Iwase S, Asara JM, Campbell SL, Sasaki AT. Identification of lysine methylation in the core GTPase domain by GoMADScan. PLoS One 2019; 14:e0219436. [PMID: 31390367 PMCID: PMC6685615 DOI: 10.1371/journal.pone.0219436] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Accepted: 06/24/2019] [Indexed: 12/19/2022] Open
Abstract
RAS is the founding member of a superfamily of GTPases and regulates signaling pathways involved in cellular growth control. While recent studies have shown that the activation state of RAS can be controlled by lysine ubiquitylation and acetylation, the existence of lysine methylation of the RAS superfamily GTPases remains unexplored. In contrast to acetylation, methylation does not alter the side chain charge and it has been challenging to deduce its impact on protein structure by conventional amino acid substitutions. Herein, we investigate lysine methylation on RAS and RAS-related GTPases. We developed GoMADScan (Go language-based Modification Associated Database Scanner), a new user-friendly application that scans and extracts posttranslationally modified peptides from databases. The GoMADScan search on PhosphoSitePlus databases identified methylation of conserved lysine residues in the core GTPase domain of RAS superfamily GTPases, including residues corresponding to RAS Lys-5, Lys-16, and Lys-117. To follow up on these observations, we immunoprecipitated endogenous RAS from HEK293T cells, conducted mass spectrometric analysis and found that RAS residues, Lys-5 and Lys-147, undergo dimethylation and monomethylation, respectively. Since mutations of Lys-5 have been found in cancers and RASopathies, we set up molecular dynamics (MD) simulations to assess the putative impact of Lys-5 dimethylation on RAS structure. Results from our MD analyses predict that dimethylation of Lys-5 does not significantly alter RAS conformation, suggesting that Lys-5 methylation may alter existing protein interactions or create a docking site to foster new interactions. Taken together, our findings uncover the existence of lysine methylation as a novel posttranslational modification associated with RAS and the RAS superfamily GTPases, and putative impact of Lys-5 dimethylation on RAS structure.
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Affiliation(s)
- Hirofumi Yoshino
- Division of Hematology and Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States of America
| | - Guowei Yin
- Department of Biochemistry and Biophysics and Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, United States of America
| | - Risa Kawaguchi
- Division of Hematology and Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States of America
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, University of Tokyo, Kashiwa, Chiba, Japan
| | - Konstantin I. Popov
- Department of Biochemistry and Biophysics and Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, United States of America
| | - Brenda Temple
- University of North Carolina, R. L. Juliano Structural Bioinformatics Core Facility, Chapel Hill, North Carolina, United States of America
| | - Mika Sasaki
- Division of Hematology and Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States of America
| | - Satoshi Kofuji
- Division of Hematology and Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States of America
| | - Kara Wolfe
- Division of Hematology and Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States of America
| | - Kaori Kofuji
- Division of Hematology and Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States of America
| | - Koichi Okumura
- Division of Hematology and Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States of America
| | - Jaskirat Randhawa
- Division of Hematology and Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States of America
| | - Akshiv Malhotra
- Division of Hematology and Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States of America
| | - Nazanin Majd
- Department of Neurology, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States of America
| | - Yoshiki Ikeda
- Division of Hematology and Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States of America
| | - Hiroko Shimada
- Division of Hematology and Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States of America
| | - Emily Rose Kahoud
- Harvard Medical School, Department of Medicine and Beth Israel Deaconess Medical Center, Division of Signal Transduction, Boston, Massachusetts, United States of America
| | - Sasson Haviv
- Harvard Medical School, Department of Medicine and Beth Israel Deaconess Medical Center, Division of Signal Transduction, Boston, Massachusetts, United States of America
| | - Shigeki Iwase
- Department of Human Genetics, University of Michigan, 5815 Medical Science II, Ann Arbor, Michigan, United States of America
| | - John M. Asara
- Harvard Medical School, Department of Medicine and Beth Israel Deaconess Medical Center, Division of Signal Transduction, Boston, Massachusetts, United States of America
| | - Sharon L. Campbell
- Department of Biochemistry and Biophysics and Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, United States of America
| | - Atsuo T. Sasaki
- Division of Hematology and Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States of America
- Department of Cancer Biology, University of Cincinnati College of Medicine, Ohio, United States of America
- Department of Neurosurgery, Brain Tumor Center at UC Gardner Neuroscience Institute, Cincinnati, Ohio, United States of America
- Institute for Advanced Biosciences, Keio University, Tsuruoka, Yamagata, Japan
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Hayama T, Hashiguchi Y, Okamoto K, Okada Y, Ono K, Shimada R, Ozawa T, Toyoda T, Tsuchiya T, Iinuma H, Nozawa K, Matsuda K. G12V and G12C mutations in the gene KRAS are associated with a poorer prognosis in primary colorectal cancer. Int J Colorectal Dis 2019; 34:1491-1496. [PMID: 31309326 DOI: 10.1007/s00384-019-03344-9] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/26/2019] [Indexed: 02/04/2023]
Abstract
PURPOSE The increased incidence of colorectal cancer (CRC) has necessitated the development of novel prognostic and predictive factors from which new diagnostic tests could evolve. Evidence suggests the KRAS gene represents such a factor; its mutations are considered to be early indicators of CRC progression. This study assessed the prognostic impact of specific known KRAS codon 12/13 mutations on survival in patients with CRC. METHODS Formalin-fixed paraffin-embedded tissue blocks or sections from primary were obtained from patients registered between 2014 and 2016 for genomic DNA extraction. KRAS gene was analyzed by direct sequencing or Luminex assay. The primary endpoint was the frequency of KRAS gene mutations and the secondary endpoints were differences in KRAS mutation rates by various stratification factors. Univariate and multivariate analyses were performed to investigate relationships between KRAS mutation rates and patient background factors. RESULTS Sequencing of 200 CRC primary tumor samples demonstrated 74 (37.5%) with KRAS mutations in codons 12 (77%; 57/74) and 13 (23%; 17/74), all of which were TNM stages I-III. Tumors with KRAS mutations were more frequently located in the right side of the colon. Multivariate analysis indicated that G12V or G12C mutations were associated with poor prognosis [hazard ratio (HR) = 3.77, 95% confidence interval (CI), 1.54-8.39 and HR = 6.57; 95% CI, 1.90-17.7, respectively] in terms of recurrence-free survival. CONCLUSION KRAS codon 12G-to-V or G-to-C mutations are independent prognostic factors in patients with stage I-III CRC.
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Affiliation(s)
- Tamuro Hayama
- Department of Surgery, Teikyo University School of Medicine, 2-11-1 Kaga, Itabashi-ku, Tokyo, 183-8605, Japan.
| | - Yojiro Hashiguchi
- Department of Surgery, Teikyo University School of Medicine, 2-11-1 Kaga, Itabashi-ku, Tokyo, 183-8605, Japan
| | - Koichi Okamoto
- Department of Surgery, National Defense Medical College, Saitama, Japan
| | - Yuka Okada
- Department of Surgery, Teikyo University School of Medicine, 2-11-1 Kaga, Itabashi-ku, Tokyo, 183-8605, Japan
| | - Kohei Ono
- Department of Surgery, Teikyo University School of Medicine, 2-11-1 Kaga, Itabashi-ku, Tokyo, 183-8605, Japan
| | - Ryu Shimada
- Department of Surgery, Teikyo University School of Medicine, 2-11-1 Kaga, Itabashi-ku, Tokyo, 183-8605, Japan
| | - Tsuyoshi Ozawa
- Department of Surgery, Teikyo University School of Medicine, 2-11-1 Kaga, Itabashi-ku, Tokyo, 183-8605, Japan
| | | | - Takeshi Tsuchiya
- Department of Surgery, Teikyo University School of Medicine, 2-11-1 Kaga, Itabashi-ku, Tokyo, 183-8605, Japan
| | - Hisae Iinuma
- Department of Surgery, Teikyo University School of Medicine, 2-11-1 Kaga, Itabashi-ku, Tokyo, 183-8605, Japan
| | - Keijiro Nozawa
- Department of Surgery, Teikyo University School of Medicine, 2-11-1 Kaga, Itabashi-ku, Tokyo, 183-8605, Japan
| | - Keiji Matsuda
- Department of Surgery, Teikyo University School of Medicine, 2-11-1 Kaga, Itabashi-ku, Tokyo, 183-8605, Japan
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Woolston A, Khan K, Spain G, Barber LJ, Griffiths B, Gonzalez-Exposito R, Hornsteiner L, Punta M, Patil Y, Newey A, Mansukhani S, Davies MN, Furness A, Sclafani F, Peckitt C, Jiménez M, Kouvelakis K, Ranftl R, Begum R, Rana I, Thomas J, Bryant A, Quezada S, Wotherspoon A, Khan N, Fotiadis N, Marafioti T, Powles T, Lise S, Calvo F, Guettler S, von Loga K, Rao S, Watkins D, Starling N, Chau I, Sadanandam A, Cunningham D, Gerlinger M. Genomic and Transcriptomic Determinants of Therapy Resistance and Immune Landscape Evolution during Anti-EGFR Treatment in Colorectal Cancer. Cancer Cell 2019; 36:35-50.e9. [PMID: 31287991 PMCID: PMC6617392 DOI: 10.1016/j.ccell.2019.05.013] [Citation(s) in RCA: 193] [Impact Index Per Article: 32.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Revised: 04/01/2019] [Accepted: 05/23/2019] [Indexed: 01/05/2023]
Abstract
Despite biomarker stratification, the anti-EGFR antibody cetuximab is only effective against a subgroup of colorectal cancers (CRCs). This genomic and transcriptomic analysis of the cetuximab resistance landscape in 35 RAS wild-type CRCs identified associations of NF1 and non-canonical RAS/RAF aberrations with primary resistance and validated transcriptomic CRC subtypes as non-genetic predictors of benefit. Sixty-four percent of biopsies with acquired resistance harbored no genetic resistance drivers. Most of these had switched from a cetuximab-sensitive transcriptomic subtype at baseline to a fibroblast- and growth factor-rich subtype at progression. Fibroblast-supernatant conferred cetuximab resistance in vitro, confirming a major role for non-genetic resistance through stromal remodeling. Cetuximab treatment increased cytotoxic immune infiltrates and PD-L1 and LAG3 immune checkpoint expression, potentially providing opportunities to treat cetuximab-resistant CRCs with immunotherapy.
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Affiliation(s)
- Andrew Woolston
- Translational Oncogenomics Lab, The Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK
| | - Khurum Khan
- GI Cancer Unit, The Royal Marsden Hospital, London SW3 6JJ, UK
| | - Georgia Spain
- Translational Oncogenomics Lab, The Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK
| | - Louise J Barber
- Translational Oncogenomics Lab, The Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK
| | - Beatrice Griffiths
- Translational Oncogenomics Lab, The Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK
| | - Reyes Gonzalez-Exposito
- Translational Oncogenomics Lab, The Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK
| | - Lisa Hornsteiner
- Translational Oncogenomics Lab, The Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK
| | - Marco Punta
- Centre for Evolution and Cancer Bioinformatics Team, The Institute of Cancer Research, London SW3 6JB, UK
| | - Yatish Patil
- Centre for Evolution and Cancer Bioinformatics Team, The Institute of Cancer Research, London SW3 6JB, UK
| | - Alice Newey
- Translational Oncogenomics Lab, The Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK
| | - Sonia Mansukhani
- Translational Oncogenomics Lab, The Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK
| | - Matthew N Davies
- Translational Oncogenomics Lab, The Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK
| | - Andrew Furness
- Cancer Institute, University College London, London WC1E 6AG, UK
| | | | - Clare Peckitt
- GI Cancer Unit, The Royal Marsden Hospital, London SW3 6JJ, UK
| | - Mirta Jiménez
- Translational Oncogenomics Lab, The Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK
| | | | - Romana Ranftl
- Tumour Microenvironment Lab, The Institute of Cancer Research, London SW3 6JB, UK
| | - Ruwaida Begum
- GI Cancer Unit, The Royal Marsden Hospital, London SW3 6JJ, UK
| | - Isma Rana
- GI Cancer Unit, The Royal Marsden Hospital, London SW3 6JJ, UK
| | - Janet Thomas
- GI Cancer Unit, The Royal Marsden Hospital, London SW3 6JJ, UK
| | - Annette Bryant
- GI Cancer Unit, The Royal Marsden Hospital, London SW3 6JJ, UK
| | - Sergio Quezada
- Cancer Institute, University College London, London WC1E 6AG, UK
| | | | - Nasir Khan
- Department of Radiology, The Royal Marsden Hospital, London SW3 6JJ, UK
| | - Nikolaos Fotiadis
- Department of Radiology, The Royal Marsden Hospital, London SW3 6JJ, UK
| | - Teresa Marafioti
- Departments of Pathology and Histopathology, University College Hospital, London NW1 2PG, UK
| | - Thomas Powles
- Barts Cancer Institute, Queen Mary University, London EC1M 6BQ, UK
| | - Stefano Lise
- Centre for Evolution and Cancer Bioinformatics Team, The Institute of Cancer Research, London SW3 6JB, UK
| | - Fernando Calvo
- Tumour Microenvironment Lab, The Institute of Cancer Research, London SW3 6JB, UK
| | - Sebastian Guettler
- Division of Structural Biology, The Institute of Cancer Research, London SW3 6JB, UK
| | - Katharina von Loga
- Translational Oncogenomics Lab, The Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK
| | - Sheela Rao
- GI Cancer Unit, The Royal Marsden Hospital, London SW3 6JJ, UK
| | - David Watkins
- GI Cancer Unit, The Royal Marsden Hospital, London SW3 6JJ, UK
| | | | - Ian Chau
- GI Cancer Unit, The Royal Marsden Hospital, London SW3 6JJ, UK
| | - Anguraj Sadanandam
- Systems and Precision Cancer Medicine Lab, The Institute of Cancer Research, London SW3 6JB, UK
| | | | - Marco Gerlinger
- Translational Oncogenomics Lab, The Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK; GI Cancer Unit, The Royal Marsden Hospital, London SW3 6JJ, UK.
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Angeles AKJ, Yu RTD, Cutiongco-De La Paz EM, Garcia RL. Phenotypic characterization of the novel, non-hotspot oncogenic KRAS mutants E31D and E63K. Oncol Lett 2019; 18:420-432. [PMID: 31289513 PMCID: PMC6540134 DOI: 10.3892/ol.2019.10325] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2018] [Accepted: 04/02/2019] [Indexed: 12/13/2022] Open
Abstract
KRAS proto-oncogene, GTPase (KRAS) functions as a molecular switch at the apex of multiple signaling pathways controlling cell proliferation, differentiation, migration, and survival. Canonical KRAS mutants, such as those in codons 12 and 13, produce constitutively active oncoproteins that short-circuit epidermal growth factor receptor (EGFR)-initiated signaling, resulting in dysregulated downstream effectors associated with cellular transformation. Therefore, anti-EGFR therapy provides little to no clinical benefit to patients with activating KRAS mutations. Current genotyping procedures based on canonical mutation detection only account for ~40% of non-responders, highlighting the need to identify additional predictive biomarkers. In the present study, two novel non-hotspot KRAS mutations were functionally characterized in vitro: KRAS E31D was identified from a genetic screen of colorectal cancer specimens at the UP-National Institutes of Health. KRAS E63K is curated in the Catalogue of Somatic Mutations in Cancer database. Similar to the canonical mutants KRAS G12D and KRAS G13D, NIH3T3 cells overexpressing KRAS E31D and KRAS E63K showed altered morphology and were characteristically smaller, rounder, and highly refractile compared with their non-transformed counterparts. Filamentous actin staining also indicated cytoplasmic shrinkage, membrane ruffling, and formation of pseudopod protrusions. Further, they displayed higher proliferative rates and higher migratory rates in scratch wound assays compared with negative controls. These empirical findings suggest the activating impact of the novel KRAS mutations, which may contribute to resistance to anti-EGFR therapy. Complementary studies to elucidate the molecular mechanisms underlying the transforming effect of the rare mutants are required. In parallel, their oncogenic capacity in vivo should also be investigated.
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Affiliation(s)
- Arlou Kristina J Angeles
- Disease Molecular Biology and Epigenetics Laboratory, National Institute of Molecular Biology and Biotechnology, National Science Complex, University of the Philippines Diliman, Quezon City 1101, Philippines
| | - Ryan Timothy D Yu
- Disease Molecular Biology and Epigenetics Laboratory, National Institute of Molecular Biology and Biotechnology, National Science Complex, University of the Philippines Diliman, Quezon City 1101, Philippines
| | - Eva Maria Cutiongco-De La Paz
- Institute of Human Genetics, National Institutes of Health, University of the Philippines Manila, Manila 1000, Philippines.,Philippine Genome Center, University of the Philippines System, Quezon City 1101, Philippines
| | - Reynaldo L Garcia
- Disease Molecular Biology and Epigenetics Laboratory, National Institute of Molecular Biology and Biotechnology, National Science Complex, University of the Philippines Diliman, Quezon City 1101, Philippines.,Philippine Genome Center, University of the Philippines System, Quezon City 1101, Philippines
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48
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Xu K, Park D, Magis AT, Zhang J, Zhou W, Sica GL, Ramalingam SS, Curran WJ, Deng X. Small Molecule KRAS Agonist for Mutant KRAS Cancer Therapy. Mol Cancer 2019; 18:85. [PMID: 30971271 PMCID: PMC6456974 DOI: 10.1186/s12943-019-1012-4] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2018] [Accepted: 03/25/2019] [Indexed: 11/30/2022] Open
Abstract
Background Lung cancer patients with KRAS mutation(s) have a poor prognosis due in part to the development of resistance to currently available therapeutic interventions. Development of a new class of anticancer agents that directly targets KRAS may provide a more attractive option for the treatment of KRAS-mutant lung cancer. Results Here we identified a small molecule KRAS agonist, KRA-533, that binds the GTP/GDP-binding pocket of KRAS. In vitro GDP/GTP exchange assay reveals that KRA-533 activates KRAS by preventing the cleavage of GTP into GDP, leading to the accumulation of GTP-KRAS, an active form of KRAS. Treatment of human lung cancer cells with KRA-533 resulted in increased KRAS activity and suppression of cell growth. Lung cancer cell lines with KRAS mutation were relatively more sensitive to KRA-533 than cell lines without KRAS mutation. Mutating one of the hydrogen-bonds among the KRA-533 binding amino acids in KRAS (mutant K117A) resulted in failure of KRAS to bind KRA-533. KRA-533 had no effect on the activity of K117A mutant KRAS, suggesting that KRA-533 binding to K117 is required for KRA-533 to enhance KRAS activity. Intriguingly, KRA-533-mediated KRAS activation not only promoted apoptosis but also autophagic cell death. In mutant KRAS lung cancer xenografts and genetically engineered mutant KRAS-driven lung cancer models, KRA-533 suppressed malignant growth without significant toxicity to normal tissues. Conclusions The development of this KRAS agonist as a new class of anticancer drug offers a potentially effective strategy for the treatment of lung cancer with KRAS mutation and/or mutant KRAS-driven lung cancer. Electronic supplementary material The online version of this article (10.1186/s12943-019-1012-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Ke Xu
- Division of Cancer Biology, Department of Radiation Oncology, Emory University School of Medicine and Winship Cancer Institute of Emory University, Atlanta, GA, 30322, USA
| | - Dongkyoo Park
- Division of Cancer Biology, Department of Radiation Oncology, Emory University School of Medicine and Winship Cancer Institute of Emory University, Atlanta, GA, 30322, USA
| | | | - Jun Zhang
- Division of Hematology, Oncology and Blood & Marrow Transplantation, Department of Internal Medicine, Holden Comprehensive Cancer Center, University of Iowa Carver College of Medicine, Iowa City, IA, 52242, USA
| | - Wei Zhou
- Department of Hematology and Medical Oncology, Emory University School of Medicine and Winship Cancer Institute of Emory University, Atlanta, GA, 30322, USA
| | - Gabriel L Sica
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine and Winship Cancer Institute of Emory University, Atlanta, GA, 30322, USA
| | - Suresh S Ramalingam
- Department of Hematology and Medical Oncology, Emory University School of Medicine and Winship Cancer Institute of Emory University, Atlanta, GA, 30322, USA
| | - Walter J Curran
- Division of Cancer Biology, Department of Radiation Oncology, Emory University School of Medicine and Winship Cancer Institute of Emory University, Atlanta, GA, 30322, USA
| | - Xingming Deng
- Division of Cancer Biology, Department of Radiation Oncology, Emory University School of Medicine and Winship Cancer Institute of Emory University, Atlanta, GA, 30322, USA.
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49
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DeStefanis RA, Kratz JD, Emmerich PB, Deming DA. Targeted Therapy in Metastatic Colorectal Cancer: Current Standards and Novel Agents in Review. CURRENT COLORECTAL CANCER REPORTS 2019; 15:61-69. [PMID: 31130830 PMCID: PMC6528813 DOI: 10.1007/s11888-019-00430-6] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
PURPOSE OF REVIEW Treatment options for patients with metastatic colorectal cancer continue to advance as the therapeutic implications of the molecular subtypes of this disease are becoming better understood. DNA sequencing and mismatch repair assessment are now standard of care analyses for patients with metastatic colorectal cancer Thi review describes important aspects of the biology of the clinically relevant molecular subtypes of colorectal cancer based on the current standard of care testing. In addition, the clinical treatment strategies available now and potentially in the future for these colorectal cancer subtypes are discussed. RECENT FINDINGS Currently for metastatic colorectal cancer, standard of care molecular testing is done for mutations in exons 2, 3, and 4 of KRAS and NRAS, and BRAF V600E. Testing for mismatch repair (MMR) deficiency/microsatellite instability (MSI) status is also done. These aberrations are well known to change the clinical prognosis and guide patients' treatment strategies. Additionally, three new subtypes have emerged: PIK3CAmut, HER2 amplified, and NTRK fusions. With the addition of these emerging subtypes, tumor heterogeneity further validates the need to examine mCRC as a heterogeneous disease. Here we present recent exciting data from translational research and clinical trials exhibiting possible distinct treatment strategies for these different subtypes. SUMMARY Altogether these data show promising treatment strategies for many of these well-known and emerging subtypes of mCRC. In addition, these also give better clinical prognostic and predictive information. We believe that as molecular testing expands PIK3CA mutation, HER2 amplification, and NTRK fusion molecular testing will be included in standard of care analyses. This incorporation of testing in clinical practice will generate further information regarding prognostic and therapeutic options for these and other CRC subtypes in the future.
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Affiliation(s)
- Rebecca A DeStefanis
- Division of Hematology and Oncology, Department of Medicine, University of Wisconsin-Madison
| | - Jeremy D Kratz
- Division of Hematology and Oncology, Department of Medicine, University of Wisconsin-Madison
| | - Philip B Emmerich
- Division of Hematology and Oncology, Department of Medicine, University of Wisconsin-Madison
| | - Dustin A Deming
- Division of Hematology and Oncology, Department of Medicine, University of Wisconsin-Madison
- University of Wisconsin Carbone Cancer Center, University of Wisconsin-Madison
- McArdle Laboratory for Cancer Research, Department of Oncology, University of Wisconsin-Madison
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50
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Review: Precision medicine and driver mutations: Computational methods, functional assays and conformational principles for interpreting cancer drivers. PLoS Comput Biol 2019; 15:e1006658. [PMID: 30921324 PMCID: PMC6438456 DOI: 10.1371/journal.pcbi.1006658] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
At the root of the so-called precision medicine or precision oncology, which is our focus here, is the hypothesis that cancer treatment would be considerably better if therapies were guided by a tumor’s genomic alterations. This hypothesis has sparked major initiatives focusing on whole-genome and/or exome sequencing, creation of large databases, and developing tools for their statistical analyses—all aspiring to identify actionable alterations, and thus molecular targets, in a patient. At the center of the massive amount of collected sequence data is their interpretations that largely rest on statistical analysis and phenotypic observations. Statistics is vital, because it guides identification of cancer-driving alterations. However, statistics of mutations do not identify a change in protein conformation; therefore, it may not define sufficiently accurate actionable mutations, neglecting those that are rare. Among the many thematic overviews of precision oncology, this review innovates by further comprehensively including precision pharmacology, and within this framework, articulating its protein structural landscape and consequences to cellular signaling pathways. It provides the underlying physicochemical basis, thereby also opening the door to a broader community.
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