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Campana LG, Mansoor W, Hill J, Macutkiewicz C, Curran F, Donnelly D, Hornung B, Charleston P, Bristow R, Lord GM, Valpione S. T-Cell Infiltration and Clonality May Identify Distinct Survival Groups in Colorectal Cancer: Development and Validation of a Prognostic Model Based on The Cancer Genome Atlas (TCGA) and Clinical Proteomic Tumor Analysis Consortium (CPTAC). Cancers (Basel) 2022; 14:cancers14235883. [PMID: 36497365 PMCID: PMC9740634 DOI: 10.3390/cancers14235883] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 11/25/2022] [Accepted: 11/26/2022] [Indexed: 12/05/2022] Open
Abstract
Predicting the survival outcomes of patients with colorectal cancer (CRC) remains challenging. We investigated the prognostic significance of the transcriptome and tumour-infiltrating lymphocyte T-cell receptor (TIL/Tc-TCR) repertoire and analysed TIL/Tc-TCR sequences of The Cancer Genome Atlas (TCGA) and the Clinical Proteomic Tumor Analysis Consortium (CPTAC) CRC cohorts. Using a multivariate Cox regression, we tested whether TIL/Tc-TCR repertoire, patient and tumour characteristics (stage, sidedness, total non-synonymous mutations, microsatellite instability (MSI) and transcriptional signatures) correlated with patient overall survival (OS) and designed a prognostic nomogram. A multivariate analysis (C-index = 0.75) showed that only patient age, disease stage, TIL/Tc degree of infiltration and clonality were independent prognostic factors for OS. The cut-offs for patients’ allocation to TIL/Tc abundance subgroups were determined using a strategy of maximally selected rank statistics with the OptimalCutpoints R package. These were “high”, “low” and “very high” (90 th percentile) TIL/Tc infiltration-stratified OS (median not reached, 67 and 44.3 months; p < 0.001); the results were validated in the CPTAC cohort. TIL/Tc clonality was prognostic (median OS in “high” vs. “low” clonality not reached and 67.3 months; p = 0.041) and independent of TIL/Tc infiltration. Whilst tumour sidedness was not prognostic, the “very highly” infiltrated tumours were prevalent among right-sided CRCs (p = 0.039) and showed distinct immunological features, with lower Th1 signature (p = 0.004), higher PD-L1 expression (p < 0.001) and likely enrichment in highly suppressory IL1R1+ Tregs (FoxP3 and IL1R1 overexpression, p < 0.001). TIL/Tc abundance and clonality are independent prognosticators in CRC and, combined with clinical variables, refine risk stratification. We identified a subset of CRCs with “very high” TIL/Tc infiltration, poor prognosis and distinct genetic and immunologic features, which may benefit from alternative therapeutic approaches. These results need validation in prospective patient cohorts.
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Affiliation(s)
- Luca G. Campana
- Department of Surgery, Manchester University NHS Foundation Trust, Manchester M13 9WL, UK
| | - Wasat Mansoor
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester M20 4BX, UK
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9NT, UK
| | - James Hill
- Department of Surgery, Manchester University NHS Foundation Trust, Manchester M13 9WL, UK
| | - Christian Macutkiewicz
- Department of Surgery, Manchester University NHS Foundation Trust, Manchester M13 9WL, UK
| | - Finlay Curran
- Department of Surgery, Manchester University NHS Foundation Trust, Manchester M13 9WL, UK
| | - David Donnelly
- Department of Surgery, Manchester University NHS Foundation Trust, Manchester M13 9WL, UK
| | - Ben Hornung
- Department of Surgery, Manchester University NHS Foundation Trust, Manchester M13 9WL, UK
| | - Peter Charleston
- Department of Surgery, Manchester University NHS Foundation Trust, Manchester M13 9WL, UK
| | - Robert Bristow
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9NT, UK
- CRUK Manchester Major Centre and Manchester Cancer Research Centre, Manchester M20 4BX, UK
| | - Graham M. Lord
- Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9PL, UK
- Correspondence: (G.M.L.); (S.V.); Tel.: +44-161-306-0533 (G.M.L.); +44-161-446-3000 (S.V.)
| | - Sara Valpione
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester M20 4BX, UK
- CRUK Manchester Institute, University of Manchester, Manchester SK10 4TG, UK
- Correspondence: (G.M.L.); (S.V.); Tel.: +44-161-306-0533 (G.M.L.); +44-161-446-3000 (S.V.)
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Klute KA, Rothe M, Garrett-Mayer E, Mangat PK, Nazemzadeh R, Yost KJ, Duvivier HL, Ahn ER, Cannon TL, Alese OB, Krauss JC, Thota R, Calfa CJ, Denlinger CS, O'Lone R, Halabi S, Grantham GN, Schilsky RL. Cobimetinib Plus Vemurafenib in Patients With Colorectal Cancer With BRAF Mutations: Results From the Targeted Agent and Profiling Utilization Registry (TAPUR) Study. JCO Precis Oncol 2022; 6:e2200191. [DOI: 10.1200/po.22.00191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
PURPOSE TAPUR is a phase II basket trial evaluating the antitumor activity of commercially available targeted agents in patients with advanced cancer and genomic alterations known to be drug targets. The results of a cohort of patients with colorectal cancer (CRC) with BRAF mutations treated with cobimetinib (C) plus vemurafenib (V) are reported. METHODS Eligible patients had advanced CRC, no standard treatment options, measurable disease (RECIST), Eastern Cooperative Oncology Group performance status 0-2, adequate organ function, tumors with BRAF V600E/D/K/R mutations, and no MAP2K1/2, MEK1/2, or NRAS mutations. C was taken 60 mg orally once daily for 21 days followed by seven days off, and V was taken 960 mg orally twice daily. Simon's two-stage design was used with a primary study end point of objective response or stable disease of at least 16 weeks duration. Secondary end points were progression-free survival, overall survival, and safety. RESULTS Thirty patients were enrolled from August 2016 to August 2018; all had CRC with a BRAF V600E mutation except one patient with a BRAF K601E mutation. Three patients were not evaluable for efficacy. Eight patients with partial responses and six patients with stable disease of at least 16 weeks duration were observed for disease control and objective response rates of 52% (95% CI, 35 to 65) and 30% (95% CI, 14 to 50), respectively. The null hypothesis of 15% disease control rate was rejected ( P < .0001). Thirteen patients had at least one grade 3 adverse event or serious adverse event at least possibly related to C + V: anemia, decreased lymphocytes, dyspnea, diarrhea, elevated liver enzymes, fatigue, hypercalcemia, hypophosphatemia, rash, photosensitivity, and upper gastrointestinal hemorrhage. CONCLUSION The combination of C + V has antitumor activity in heavily pretreated patients with CRC with BRAF mutations.
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Affiliation(s)
| | - Michael Rothe
- American Society of Clinical Oncology, Alexandria, VA
| | | | - Pam K. Mangat
- American Society of Clinical Oncology, Alexandria, VA
| | | | | | - Herbert L. Duvivier
- Cancer Treatment Centers of America—Atlanta, a part of City of Hope, Newnan, GA
| | - Eugene R. Ahn
- Cancer Treatment Centers of America—Chicago, a part of City of Hope, Zion, IL
| | | | | | - John C. Krauss
- University of Michigan Rogel Cancer Center, Ann Arbor, MI
| | | | - Carmen J. Calfa
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Plantation, FL
| | | | - Raegan O'Lone
- American Society of Clinical Oncology, Alexandria, VA
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Brinzan CS, Aschie M, Cozaru GC, Deacu M, Dumitru E, Burlacu I, Mitroi A. KRAS, NRAS, BRAF, PIK3CA, and AKT1 signatures in colorectal cancer patients in south-eastern Romania. Medicine (Baltimore) 2022; 101:e30979. [PMID: 36221415 PMCID: PMC9542653 DOI: 10.1097/md.0000000000030979] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Somatic mutations in the oncogenes of the epidermal growth factor receptor signaling pathway play vital roles in colorectal carcinogenesis and have been closely linked with clinical resistance to monoclonal therapy. In this study, we have analyzed the mutation frequencies of 5 genes and compared the genetic findings with clinicopathological variables in order to determine diagnostically relevant alterations and compare these findings with those of other studies In our Sanger sequencings, KRAS (exons 2, 3, and 4), NRAS (exons 2, 3, and 4), PIK3CA (exons 9 and 20), BRAF (exon 15), AKT1 (exon 2) genes, and microsatellite instability (MSI) status were analyzed using an ABI 3500 analyzer in a cohort of 58 Romanian colorectal cancer (CRC) patients who underwent surgical resection at Emergency County Clinical Hospital in Constanța, Romania. In our series, mutation rates of KRAS, BRAF, PIK3CA, and AKT1 genes were 39.63%, 8.62%, 6.88%, and 3.44%, respectively. By contrast, we did not find any tumor harboring mutation in the NRAS gene. Notably, the KRAS and PIK3CA mutations were not mutually exclusive, 1 patient harbored 2 mutations in exon2, codon 12 (Gly12Val) of KRAS and exon 20, codon 1047 (His1047Arg) of PIK3CA. The finding of our study are generally consistent with data found in the literature. Regarding to clinicopathological variables, mutation of KRAS was associated with distant metastasis at the time of diagnosis, while mutation of BRAF was significantly associated with MSI-H in contrast with MSI-L/MSS tumors. Moreover, PIK3CA mutation tends to be located in the proximal segment of the colon and to be well/moderately differentiated compared to wild-type tumors. In conclusion, the assessment of these mutations suggests that CRC patients from southeast Romania exhibit a mutation profile similar to other populations. These results could contribute to creating a better method of qualifying patients for molecularly targeted therapies and obtaining better screening strategies.
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Affiliation(s)
- Costel Stelian Brinzan
- Pathology Department, Sf. Apostol Andrei Clinical Emergency County Hospital, Constanta, Romania
- CEDMOG Center, Ovidius University, Constanta, Romania
| | - Mariana Aschie
- Pathology Department, Sf. Apostol Andrei Clinical Emergency County Hospital, Constanta, Romania
- CEDMOG Center, Ovidius University, Constanta, Romania
- Faculty of Medicine, Ovidius University, Constanta, Romania
| | - Georgeta Camelia Cozaru
- Pathology Department, Sf. Apostol Andrei Clinical Emergency County Hospital, Constanta, Romania
- CEDMOG Center, Ovidius University, Constanta, Romania
| | - Mariana Deacu
- Pathology Department, Sf. Apostol Andrei Clinical Emergency County Hospital, Constanta, Romania
- Faculty of Medicine, Ovidius University, Constanta, Romania
| | - Eugen Dumitru
- CEDMOG Center, Ovidius University, Constanta, Romania
- Faculty of Medicine, Ovidius University, Constanta, Romania
| | - Ionut Burlacu
- Pathology Department, Sf. Apostol Andrei Clinical Emergency County Hospital, Constanta, Romania
| | - Anca Mitroi
- Pathology Department, Sf. Apostol Andrei Clinical Emergency County Hospital, Constanta, Romania
- CEDMOG Center, Ovidius University, Constanta, Romania
- *Correspondence: Anca Mitroi, Pathology Department, Sf. Apostol Andrei Clinical Emergency County Hospital, 145 Tomis Blvd, Constanta 900591, Romania (e-mail: )
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Sun H, Yang Y, Ma Y, Li N, Tan J, Sun C, Li H. Analysis of circRNA expression in chicken HD11 cells in response to avian pathogenic E.coli. Front Vet Sci 2022; 9:1005899. [PMID: 36187840 PMCID: PMC9521048 DOI: 10.3389/fvets.2022.1005899] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 08/24/2022] [Indexed: 11/20/2022] Open
Abstract
Avian pathogenic E. coli (APEC), one of the widespread zoonotic-pathogen, can cause a series of diseases collectively known as colibacillosis. This disease can cause thousands of million dollars economic loss each year in poultry industry and threaten to human health via meat or egg contamination. However, the detailed molecular mechanism underlying APEC infection is still not fully understood. Circular RNAs, a new type of endogenous noncoding RNA, have been demonstrated to involve in various biological processes. However, it is still not clear whether the circRNAs participate in host response against APEC infection. Herein, we utilized the high-throughput sequence technology to identify the circRNA expression profiles in APEC infected HD11 cells. A total of 49 differentially expressed (DE) circRNAs were detected in the comparison of APEC infected HD11 cells vs. wild type HD11 cells, which were involved in MAPK signaling pathway, Endocytosis, Focal adhesion, mTOR signaling pathway, and VEGF signaling pathway. Specifically, the source genes (BRAF, PPP3CB, BCL2L13, RAB11A, and TSC2) and their corresponding DE circRNAs may play a significant role in APEC infection. Moreover, based on ceRNA regulation, we constructed the circRNA-miRNA network and identified a couple of important regulatory relationship pairs related to APEC infection, including circRAB11A-gga-miR-125b-3p, circRAB11A-gga-miR-1696, and circTSC2-gga-miR-1649-5p. Results indicate that the aforementioned specific circRNAs and circRNA-miRNA network might have important role in regulating host immune response against APEC infection. This study is the first time to investigate the circRNAs expression profile and the biological function of the source genes of the identified DE circRNAs after APEC infection of chicken HD11 cells. These results would contribute to a better understanding of the molecular mechanisms in host response against APEC infection.
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Affiliation(s)
- Hongyan Sun
- College of Animal Science and Technology, Yangzhou University, Yangzhou, China
- Joint International Research Laboratory of Agriculture & Agri-Product Safety, Ministry of Education, Yangzhou University, Yangzhou, China
- *Correspondence: Hongyan Sun
| | - Yexin Yang
- College of Animal Science and Technology, Yangzhou University, Yangzhou, China
| | - Yuyi Ma
- College of Animal Science and Technology, Yangzhou University, Yangzhou, China
| | - Nayin Li
- College of Animal Science and Technology, Yangzhou University, Yangzhou, China
| | - Jishuang Tan
- College of Animal Science and Technology, Yangzhou University, Yangzhou, China
| | - Changhua Sun
- School of Biological and Chemical Engineering, Yangzhou Polytechnic College, Yangzhou University, Yangzhou, China
| | - Huan Li
- School of Biological and Chemical Engineering, Yangzhou Polytechnic College, Yangzhou University, Yangzhou, China
- Huan Li
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Moretto R, Elliott A, Rossini D, Intini R, Conca V, Pietrantonio F, Sartore-Bianchi A, Antoniotti C, Rasola C, Scartozzi M, Salati M, Pella N, Calegari MA, Carullo M, Corti F, Mauri G, Fassan M, Masi G, Brodskiy P, Lenz HJ, Shields A, Lonardi S, Korn M, Cremolini C. Benefit from upfront FOLFOXIRI and bevacizumab in BRAFV600E-mutated metastatic colorectal cancer patients: does primary tumour location matter? Br J Cancer 2022; 127:957-967. [PMID: 35665778 PMCID: PMC9428147 DOI: 10.1038/s41416-022-01852-0] [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: 01/04/2022] [Revised: 04/02/2022] [Accepted: 05/09/2022] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND Recent data suggest that BRAFV600E-mutated metastatic colorectal cancer (mCRC) patients with right-sided tumours and ECOG-PS = 0 may achieve benefit from the triplet regimen differently than those with left-sided tumours and ECOG-PS > 0. METHODS The predictive impact of primary sidedness and ECOG-PS was evaluated in a large real-life dataset of 296 BRAFV600E-mutated mCRC patients treated with upfront triplet or doublet ± bevacizumab. Biological differences between right- and left-sided BRAFV600E-mutated CRCs were further investigated in an independent cohort of 1162 samples. RESULTS A significant interaction effect between primary sidedness and treatment intensity was reported in terms of both PFS (p = 0.010) and OS (p = 0.003), with a beneficial effect of the triplet in the right-sided group and a possible detrimental effect in the left-sided. No interaction effect was observed between ECOG-PS and chemo-backbone. In the MSS/pMMR population, a consistent trend for a side-related subgroup effect was observed when FOLFOXIRI ± bevacizumab was compared to oxaliplatin-based doublets±bevacizumab (p = 0.097 and 0.16 for PFS and OS, respectively). Among MSS/pMMR tumours, the BM1 subtype was more prevalent in the right-sided group (p = 0.0019, q = 0.0139). No significant differences were observed according to sidedness in the MSI-H/dMMR population. CONCLUSIONS Real-life data support the use of FOLFOXIRI ± bevacizumab only in BRAFV600E-mutated mCRC patients with right-sided tumours.
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Affiliation(s)
- Roberto Moretto
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
| | - Andrew Elliott
- Clinical & Translational Research, Medical Affairs, Caris Life Sciences, Phoenix, AZ, USA
| | - Daniele Rossini
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
- Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Rossana Intini
- Oncology Unit 1, Veneto Institute of Oncology-IRCCS, Padua, Italy
| | - Veronica Conca
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
- Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Filippo Pietrantonio
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | | | - Carlotta Antoniotti
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
- Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Cosimo Rasola
- Oncology Unit 1, Veneto Institute of Oncology-IRCCS, Padua, Italy
- Department of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy
| | - Mario Scartozzi
- Medical Oncology, University and University Hospital of Cagliari, Cagliari, Italy
| | - Massimiliano Salati
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, Modena, Italy
- PhD Program Clinical and Experimental Medicine, University of Modena and Reggio Emilia, Modena, Italy
| | - Nicoletta Pella
- Department of Oncology, ASUFC University Hospital of Udine, Udine, Italy
| | - Maria Alessandra Calegari
- Comprensive Cancer Center, UOC di Oncologia Medica, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Rome, Italy
| | - Martina Carullo
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
- Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Francesca Corti
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Gianluca Mauri
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Matteo Fassan
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy
- Veneto Institute of Oncology-IRCCS, Padua, Italy
| | - Gianluca Masi
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
- Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Pavel Brodskiy
- Clinical & Translational Research, Medical Affairs, Caris Life Sciences, Phoenix, AZ, USA
| | - Heinz-Josef Lenz
- Division of Medical Oncology, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA
| | - Anthony Shields
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, MI, USA
| | - Sara Lonardi
- Oncology Unit 3, Veneto Institute of Oncology-IRCCS, Padua, Italy.
| | - Michael Korn
- Clinical & Translational Research, Medical Affairs, Caris Life Sciences, Phoenix, AZ, USA
| | - Chiara Cremolini
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
- Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
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Voutsadakis IA. The Genomic Environment of BRAF Mutated and BRAF/PIK3CA Double Mutated Colorectal Cancers. J Clin Med 2022; 11:jcm11175132. [PMID: 36079062 PMCID: PMC9456575 DOI: 10.3390/jcm11175132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Revised: 08/23/2022] [Accepted: 08/29/2022] [Indexed: 12/05/2022] Open
Abstract
Background: Colorectal cancer represents the most prevalent gastrointestinal malignancy. Prognosis of metastatic disease has improved in recent years with the introduction of effective systemic therapies, but mean survival remains in the range of two to three years. Targeted therapies based on specific molecular alterations in sub-sets of colorectal cancers have the potential of contributing to therapeutic progress. BRAF and PIK3CA are oncogenic kinases commonly mutated in colorectal cancers and can be targeted through small molecule kinase inhibitors. Methods: Clinical and genomic data from two extensive series of colorectal cancers were interrogated to define the molecular characteristics of cancers with BRAF mutations with and without concomitant mutations in PIK3CA. Results: Colorectal cancers that are BRAF and PIK3CA double mutants represent a small minority of about 5% of colorectal cancers in the two examined series of mostly localized disease. They also represent about one third of all BRAF mutated colorectal cancers. Most mutations in BRAF are classic V600E mutations. A high prevalence of MSI and CIMP is observed in BRAF mutated colorectal cancers with or without PIK3CA mutations. Mutations in tumor suppressors FBXW7 and ATM display a higher prevalence in BRAF mutated cancers. The prognosis of BRAF mutated colorectal cancers with or without PIK3CA mutations is not significantly different than counterparts with wild type BRAF. This contrasts with the known adverse prognostic effect of BRAF in metastatic disease and relates to the different prevalence of MSI in mutant BRAF localized versus metastatic colorectal cancers. Conclusions: BRAF mutations are the defining molecular alterations in double mutant BRAF and PIK3CA colorectal cancers as determined by increased MSI and CIMP in BRAF subsets with and without PIK3CA mutations. Moreover, BRAF mutated cancers with and without PIK3CA mutations are characterized by the absence of KRAS mutations and a lower prevalence of APC mutations than BRAF wild type counterparts. Mismatch-repair-associated gene mutations display higher frequencies in BRAF mutated colorectal cancers. Despite the absence of prognosis implications of BRAF mutations in the studied cohorts of mostly localized cancers, such mutations could be prognostic in certain subsets. The presence of mutations in other genes, such as ATM and high MSI status present opportunities for combination therapies.
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Affiliation(s)
- Ioannis A. Voutsadakis
- Algoma District Cancer Program, Sault Area Hospital, Sault Ste. Marie, ON P6B 0A8, Canada; or
- Section of Internal Medicine, Division of Clinical Sciences, Northern Ontario School of Medicine, Sudbury, ON P6B 0A8, Canada
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Wang PP, Lin C, Wang J, Margonis GA, Wu B. BRAF Mutations in Colorectal Liver Metastases: Prognostic Implications and Potential Therapeutic Strategies. Cancers (Basel) 2022; 14:cancers14174067. [PMID: 36077604 PMCID: PMC9454989 DOI: 10.3390/cancers14174067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 08/13/2022] [Accepted: 08/17/2022] [Indexed: 11/16/2022] Open
Abstract
Simple Summary In this literature review, we investigated the relationship between BRAF mutation and prognosis in patients with colorectal cancer liver metastases. We also investigated factors affecting the prognosis of patients with BRAF mutations and summarized the latest research on targeted therapies. Abstract Surgery combined with chemotherapy and precision medicine is the only potential treatment for patients with colorectal cancer liver metastases (CRLM). The use of modern molecular biotechnology to identify suitable biomarkers is of great significance for predicting prognosis and formulating individualized treatment plans for these patients. BRAF mutations, particularly V600E, are widely believed to be associated with poor prognosis in patients with metastatic CRC (mCRC). However, it is unclear which specific factors affect the prognosis of CRLM patients with BRAF mutations. It is also unknown whether patients with resectable CRLM and BRAF mutations should undergo surgical treatment since there is an increased recurrence rate after surgery in these patients. In this review, we combined the molecular mechanism and clinical characteristics of BRAF mutations to explore the prognostic significance and potential targeted therapy strategies for patients with BRAF-mutated CRLM.
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Affiliation(s)
- Pei-Pei Wang
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, China
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing 100730, China
| | - Chen Lin
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing 100730, China
| | - Jane Wang
- Department of Surgery, University of California San Francisco, San Francisco, CA 94158, USA
| | | | - Bin Wu
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing 100730, China
- Correspondence:
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Tumor Antigenicity and a Pre-Existing Adaptive Immune Response in Advanced BRAF Mutant Colorectal Cancers. Cancers (Basel) 2022; 14:cancers14163951. [PMID: 36010943 PMCID: PMC9405961 DOI: 10.3390/cancers14163951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 08/09/2022] [Accepted: 08/15/2022] [Indexed: 11/20/2022] Open
Abstract
Simple Summary BRAF mutant metastatic CRCs (BRAF-mCRCs) are considered a unique clinical entity characterized by a dismal prognosis and that do not respond efficiently to both standard chemotherapy and to orally selective inhibitors of BRAFV600E. In this study, the gene expression profiles of 89 immunotherapy-naïve BRAF-CRCs were generated using the PanCancer IO 360 gene expression panel to improve the knowledge of the mechanisms involved in tumor-suppressive immune functions in BRAF-mCRCs. A significant fraction of BRAF-mCRCs shows a hot/inflamed profile and may be potential candidates for responding to immunotherapy. Only a partial overlap between these hot signatures and the presence of microsatellite instability (MSI) was observed, demonstrating that MSI tumors showed a not differential expression of MHC Class I antigen presentation pathway compared with microsatellite-stable tumors. The analysis of gene expression profiles is a promising strategy both for immune profiling of primary tumors before any treatment and for following the evolution of metastatic disease during therapy. Abstract The main hypothesis of this study is that gene expression profiles (GEPs) integrating both tumor antigenicity and a pre-existing adaptive immune response can be used to generate distinct immune-related signatures of BRAF mutant colorectal cancers (BRAF-CRCs) to identify actionable biomarkers predicting response to immunotherapy. GEPs of 89 immunotherapy-naïve BRAF-CRCs were generated using the Pan-Cancer IO 360 gene expression panel and the NanoString nCounter platform and were correlated with microsatellite instability (MSI) status and with CD8+ tumor-infiltrating lymphocyte (TIL) content. Hot/inflamed profiles were found in 52% of all cases, and high scores of Tumor Inflammation Signature were observed in 42% of the metastatic BRAF-CRCs. A subset of MSI tumors showed a cold profile. Antigen Processing Machinery (APM) signature was not differentially expressed in MSI tumors compared with MSS cases. By contrast, the APM signature was significantly upregulated in CD8+ BRAF-CRCs versus CD8− tumors. Our study demonstrates that a significant fraction of BRAF-CRCs may be a candidate for immunotherapy and that the simultaneous analysis of MSI status and CD8+ TIL content increases accuracy in identifying patients who can potentially benefit from immune checkpoint inhibitors. GEPs may be very useful in expanding the spectrum of patients with BRAF-CRCs who can benefit from immune checkpoint blockade.
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Martelli V, Pastorino A, Sobrero AF. Prognostic and predictive molecular biomarkers in advanced colorectal cancer. Pharmacol Ther 2022; 236:108239. [PMID: 35780916 DOI: 10.1016/j.pharmthera.2022.108239] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 06/21/2022] [Accepted: 06/27/2022] [Indexed: 10/17/2022]
Abstract
The revolution of precision medicine has produced unprecedented seismic shifts in the treatment paradigm of advanced cancers. Among the major killers, colorectal cancer (CRC) is far behind the others. In fact, the great successes obtained in breast, NSCLC, melanoma, and genitourinary tract tumors have been observed only in fewer than 5 % metastatic colorectal cancer (mCRC): those with the mismatch repair deficiency (dMMR), a well-known predictive factor for to the outstanding efficacy of checkpoint inhibitors (CPI). The treatment of the remaining vast majority mCRC patients is still based upon only two molecular determinants: the RAS and BRAF mutational status. New promising biomarkers include HER2, tumor mutational burden (TMB) for its possible implications on CPI efficacy, and the extremely rare NTRK fusions. The Consensus Molecular Subtypes classification (CMS) is a good example of the efforts to combine different molecular features of this disease, although its relevance in clinical practice is still under investigation. In this Review, we focus on all these prognostic and predictive biomarkers, analyzing data from the most important clinical trials of the last years. We also try to rank them according to their prognostic and predictive power.
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Affiliation(s)
- Valentino Martelli
- Medical Oncology Unit 1, Ospedale Policlinico San Martino - IRCCS, Largo Rosanna Benzi 10, 16132 Genoa, Italy
| | - Alessandro Pastorino
- Medical Oncology Unit 1, Ospedale Policlinico San Martino - IRCCS, Largo Rosanna Benzi 10, 16132 Genoa, Italy
| | - Alberto F Sobrero
- Medical Oncology Unit 1, Ospedale Policlinico San Martino - IRCCS, Largo Rosanna Benzi 10, 16132 Genoa, Italy.
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Liu X, Ou K, Ma X, Gao L, Wang Q, Zhang H, Yang L. Safety and efficacy of irinotecan, oxaliplatin, and capecitabine (XELOXIRI) regimen with or without targeted drugs in patients with metastatic colorectal cancer: a retrospective cohort study. BMC Cancer 2022; 22:807. [PMID: 35864467 PMCID: PMC9306070 DOI: 10.1186/s12885-022-09889-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Accepted: 07/04/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Five-fluorouracil, folinic acid, oxaliplatin and irinotecan (FOLFOXIRI) regimen is used as the first-line treatment for metastatic colorectal cancer (mCRC). The use of capecitabine, an oral fluoropyrimidine pro-drug, is feasible and safe; hence, it provides an interesting alternative to 5-fluorouracil in the abovementioned regimen. This study aimed to evaluate the efficacy and safety of capecitabine, oxaliplatin, and irinotecan (XELOXIRI) regimen use with or without targeted drugs in Chinese patients with mCRC. METHODS We conducted a retrospective, longitudinal cohort study of patients with mCRC who received XELOXIRI regimen with or without targeted drugs (bevacizumab or cetuximab) every 2 weeks between January 2017 and November 2019 at the National Cancer Center/Cancer Hospital, the Chinese Academy of Medical Sciences, and Peking Union Medical College. Treatment efficacy was assessed by investigators by evaluating the objective response rate (ORR) and disease control rate (DCR). Overall survival (OS) was assessed using Cox proportional hazards models. The adverse events were also analyzed. RESULTS Sixty-one consecutive patients were examined and followed up for survival. As of November 8, 2021, the median follow-up time was 35.4 months. Disease progression and death occurred in 50 (82%) and 38 (62%) patients, respectively. The median treatment duration of XELOXIRI with or without bevacizumab or cetuximab was 10 cycles (range, 1-12 cycles). The median OS and PFS were 32.2 months (95%CI [24.8-39.6]) and 9.3 months (95% CI [8.1-10.5]), respectively. The ORR of 48 patients with measurable lesions was 70.8%, and the DCR was 89.6%. RAS/BRAF wild-type (HR 0.39; 95% CI [0.16-0.96], p = 0.04) and metastatic organs > 2 (HR 3.25; 95% CI [1.34-7.87], p = 0.009) were independent prognostic factors for OS. The incidence of any grade of adverse events (AEs) was 96.7% (59/61). Grade ≥ 3 AEs included neutropenia (19.7%), leukopenia (9.8%), diarrhea (3.3%), vomiting (3.3%), febrile neutropenia (1.6%), and thrombocytopenia (1.6%). No treatment-related death occurred. CONCLUSION The use of the XELOXIRI regimen with or without a targeted drug was effective, with a manageable toxicity profile in Chinese patients with mCRC.
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Affiliation(s)
- Xiu Liu
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.17 Panjiayuannanli, Beijing, 100021, China
| | - Kai Ou
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.17 Panjiayuannanli, Beijing, 100021, China
| | - Xiaoting Ma
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.17 Panjiayuannanli, Beijing, 100021, China
| | - Lizhen Gao
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.17 Panjiayuannanli, Beijing, 100021, China.,Department of Medical Oncology, Beijing Chaoyang Huanxing Cancer Hospital, Beijing, 100023, China
| | - Qi Wang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.17 Panjiayuannanli, Beijing, 100021, China.,Department of Medical Oncology, Beijing Chaoyang District Sanhuan Cancer Hospital, Beijing, 100122, China
| | - Haizeng Zhang
- Department of Colorectal Surgery, State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.17 Panjiayuannanli, Beijing, 100021, China
| | - Lin Yang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.17 Panjiayuannanli, Beijing, 100021, China.
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61
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Hamamoto R, Takasawa K, Machino H, Kobayashi K, Takahashi S, Bolatkan A, Shinkai N, Sakai A, Aoyama R, Yamada M, Asada K, Komatsu M, Okamoto K, Kameoka H, Kaneko S. Application of non-negative matrix factorization in oncology: one approach for establishing precision medicine. Brief Bioinform 2022; 23:bbac246. [PMID: 35788277 PMCID: PMC9294421 DOI: 10.1093/bib/bbac246] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 05/06/2022] [Accepted: 05/25/2022] [Indexed: 12/19/2022] Open
Abstract
The increase in the expectations of artificial intelligence (AI) technology has led to machine learning technology being actively used in the medical field. Non-negative matrix factorization (NMF) is a machine learning technique used for image analysis, speech recognition, and language processing; recently, it is being applied to medical research. Precision medicine, wherein important information is extracted from large-scale medical data to provide optimal medical care for every individual, is considered important in medical policies globally, and the application of machine learning techniques to this end is being handled in several ways. NMF is also introduced differently because of the characteristics of its algorithms. In this review, the importance of NMF in the field of medicine, with a focus on the field of oncology, is described by explaining the mathematical science of NMF and the characteristics of the algorithm, providing examples of how NMF can be used to establish precision medicine, and presenting the challenges of NMF. Finally, the direction regarding the effective use of NMF in the field of oncology is also discussed.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Rina Aoyama
- Showa University Graduate School of Medicine School of Medicine
| | | | - Ken Asada
- RIKEN Center for Advanced Intelligence Project
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62
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Ros J, Saoudi N, Baraibar I, Salva F, Tabernero J, Elez E. Encorafenib plus cetuximab for the treatment of BRAF-V600E-mutated metastatic colorectal cancer. Therap Adv Gastroenterol 2022; 15:17562848221110644. [PMID: 35812780 PMCID: PMC9260564 DOI: 10.1177/17562848221110644] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 06/14/2022] [Indexed: 02/04/2023] Open
Abstract
B-type RAF (BRAF)-V600E mutations in metastatic colorectal cancer (mCRC) have been described in up to 12% of the patients. This mutation confers a bad prognostic and poor response with standard chemotherapy. Unlike the scenario for BRAF mutant melanoma, successful BRAF blockade in mCRC has emerged as a complex path, primarily due to the complex underlying biology of mCRC. The BEACON trial has reshaped the therapeutic landscape of BRAF mCRC demonstrating the benefit of the BRAF inhibitor encorafenib in combination with the anti-epidermal growth factor receptor cetuximab. This paper aims to review the main features of BRAF mCRC as well as to review the development of targeted therapy and biomarkers in this specific population. Finally, a deep insight into the underlying biology and molecular classification of BRAF-V600E mCRC has also been performed. The words 'BRAF-V600E mutation', 'colorectal cancer', 'BRAF inhibitors', 'consensus molecular subtypes', 'encorafenib', and 'cetuximab' were used to identify the clinical trials from phase I to phase III related to the development of BRAF inhibitors in this population. A deep search among international meetings (American Society of Clinical Oncology and European Society of Medical Oncology) has been performed to incorporate the last trials presented. BRAF-V600E mCRC is a challenging disease, mostly because of its molecular biology. The BEACON trial has been the most important therapeutic change in the last decade. Nevertheless, new information regarding biomarkers or novel combinations including BRAF inhibitors plus immune checkpoint inhibitors are also promising.
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Affiliation(s)
- Javier Ros
- Department of Medical Oncology, Vall d’Hebron
Institute of Oncology, Barcelona, Spain
- Medical Oncology, Department of Precision
Medicine, Università degli Studi della Campania Luigi Vanvitelli, Naples,
Italy
| | - Nadia Saoudi
- Department of Medical Oncology, Vall d’Hebron
Institute of Oncology, Barcelona, Spain
| | - Iosune Baraibar
- Department of Medical Oncology, Vall d’Hebron
Institute of Oncology, Barcelona, Spain
| | - Francesc Salva
- Department of Medical Oncology, Vall d’Hebron
Institute of Oncology, Barcelona, Spain
| | - Josep Tabernero
- Department of Medical Oncology, Vall d’Hebron
Institute of Oncology, Barcelona, Spain
| | - Elena Elez
- Department of Medical Oncology, Vall d’Hebron
Institute of Oncology, Centro Cellex, Carrer de Natzaret, 115-117, 08035
Barcelona, Spain
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63
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Ciardiello F, Ciardiello D, Martini G, Napolitano S, Tabernero J, Cervantes A. Clinical management of metastatic colorectal cancer in the era of precision medicine. CA Cancer J Clin 2022; 72:372-401. [PMID: 35472088 DOI: 10.3322/caac.21728] [Citation(s) in RCA: 279] [Impact Index Per Article: 93.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 03/24/2022] [Accepted: 03/29/2022] [Indexed: 12/12/2022] Open
Abstract
Colorectal cancer (CRC) represents approximately 10% of all cancers and is the second most common cause of cancer deaths. Initial clinical presentation as metastatic CRC (mCRC) occurs in approximately 20% of patients. Moreover, up to 50% of patients with localized disease eventually develop metastases. Appropriate clinical management of these patients is still a challenging medical issue. Major efforts have been made to unveil the molecular landscape of mCRC. This has resulted in the identification of several druggable tumor molecular targets with the aim of developing personalized treatments for each patient. This review summarizes the improvements in the clinical management of patients with mCRC in the emerging era of precision medicine. In fact, molecular stratification, on which the current treatment algorithm for mCRC is based, although it does not completely represent the complexity of this disease, has been the first significant step toward clinically informative genetic profiling for implementing more effective therapeutic approaches. This has resulted in a clinically relevant increase in mCRC disease control and patient survival. The next steps in the clinical management of mCRC will be to integrate the comprehensive knowledge of tumor gene alterations, of tumor and microenvironment gene and protein expression profiling, of host immune competence as well as the application of the resulting dynamic changes to a precision medicine-based continuum of care for each patient. This approach could result in the identification of individual prognostic and predictive parameters, which could help the clinician in choosing the most appropriate therapeutic program(s) throughout the entire disease journey for each patient with mCRC. CA Cancer J Clin. 2022;72:000-000.
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Affiliation(s)
- Fortunato Ciardiello
- Division of Medical Oncology, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Davide Ciardiello
- Division of Medical Oncology, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples, Italy
- Division of Medical Oncology, IRCCS Foundation Home for the Relief of Suffering, San Giovanni Rotondo, Italy
| | - Giulia Martini
- Division of Medical Oncology, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Stefania Napolitano
- Division of Medical Oncology, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Josep Tabernero
- Medical Oncology Department, Vall d'Hebron Hospital Campus, Barcelona, Spain
- Institute of Oncology, University of Vic/Central University of Catalonia, Barcelona, Spain
- Oncology Institute of Barcelona-Quironsalud, Biomedical Research Center in Cancer, Barcelona, Spain
| | - Andres Cervantes
- Medical Oncology Department, Instituto de Investigación Sanitaria Valencia Biomedical Research Institute, University of Valencia, Valencia, Spain
- Carlos III Institute of Health, Biomedical Research Center in Cancer, Madrid, Spain
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64
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Joanito I, Wirapati P, Zhao N, Nawaz Z, Yeo G, Lee F, Eng CLP, Macalinao DC, Kahraman M, Srinivasan H, Lakshmanan V, Verbandt S, Tsantoulis P, Gunn N, Venkatesh PN, Poh ZW, Nahar R, Oh HLJ, Loo JM, Chia S, Cheow LF, Cheruba E, Wong MT, Kua L, Chua C, Nguyen A, Golovan J, Gan A, Lim WJ, Guo YA, Yap CK, Tay B, Hong Y, Chong DQ, Chok AY, Park WY, Han S, Chang MH, Seow-En I, Fu C, Mathew R, Toh EL, Hong LZ, Skanderup AJ, DasGupta R, Ong CAJ, Lim KH, Tan EKW, Koo SL, Leow WQ, Tejpar S, Prabhakar S, Tan IB. Single-cell and bulk transcriptome sequencing identifies two epithelial tumor cell states and refines the consensus molecular classification of colorectal cancer. Nat Genet 2022; 54:963-975. [PMID: 35773407 PMCID: PMC9279158 DOI: 10.1038/s41588-022-01100-4] [Citation(s) in RCA: 177] [Impact Index Per Article: 59.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Accepted: 05/16/2022] [Indexed: 12/12/2022]
Abstract
The consensus molecular subtype (CMS) classification of colorectal cancer is based on bulk transcriptomics. The underlying epithelial cell diversity remains unclear. We analyzed 373,058 single-cell transcriptomes from 63 patients, focusing on 49,155 epithelial cells. We identified a pervasive genetic and transcriptomic dichotomy of malignant cells, based on distinct gene expression, DNA copy number and gene regulatory network. We recapitulated these subtypes in bulk transcriptomes from 3,614 patients. The two intrinsic subtypes, iCMS2 and iCMS3, refine CMS. iCMS3 comprises microsatellite unstable (MSI-H) cancers and one-third of microsatellite-stable (MSS) tumors. iCMS3 MSS cancers are transcriptomically more similar to MSI-H cancers than to other MSS cancers. CMS4 cancers had either iCMS2 or iCMS3 epithelium; the latter had the worst prognosis. We defined the intrinsic epithelial axis of colorectal cancer and propose a refined ‘IMF’ classification with five subtypes, combining intrinsic epithelial subtype (I), microsatellite instability status (M) and fibrosis (F). A single-cell transcriptomic analysis of 63 patients with colorectal cancer classifies tumor cells into two epithelial subtypes. An improved tumor classification based on epithelial subtype, microsatellite stability and fibrosis reveals differences in pathway activation and metastasis.
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Affiliation(s)
- Ignasius Joanito
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Pratyaksha Wirapati
- Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Nancy Zhao
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Zahid Nawaz
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Grace Yeo
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Fiona Lee
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.,National Cancer Centre, Singapore, Singapore
| | - Christine L P Eng
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.,National Cancer Centre, Singapore, Singapore
| | | | - Merve Kahraman
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Harini Srinivasan
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.,National Cancer Centre, Singapore, Singapore
| | | | - Sara Verbandt
- Molecular Digestive Oncology, Department of Oncology, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Petros Tsantoulis
- Hôpitaux Universitaires de Genève, Geneva, Switzerland.,University of Geneva, Geneva, Switzerland
| | - Nicole Gunn
- National Cancer Centre, Singapore, Singapore
| | - Prasanna Nori Venkatesh
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Zhong Wee Poh
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.,Duke-National University of Singapore Medical School, Singapore, Singapore
| | - Rahul Nahar
- MSD International GmbH (Singapore Branch), Singapore, Singapore
| | | | - Jia Min Loo
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Shumei Chia
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | | | - Elsie Cheruba
- National University of Singapore, Singapore, Singapore
| | | | - Lindsay Kua
- National Cancer Centre, Singapore, Singapore
| | | | | | | | - Anna Gan
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Wan-Jun Lim
- National Cancer Centre, Singapore, Singapore
| | - Yu Amanda Guo
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Choon Kong Yap
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Brenda Tay
- National Cancer Centre, Singapore, Singapore
| | - Yourae Hong
- Samsung Genome Institute, Samsung Medical Center, Seoul, Korea
| | - Dawn Qingqing Chong
- National Cancer Centre, Singapore, Singapore.,Duke-National University of Singapore Medical School, Singapore, Singapore
| | - Aik-Yong Chok
- Department of Colorectal Surgery, Singapore General Hospital, Singapore, Singapore
| | - Woong-Yang Park
- Samsung Genome Institute, Samsung Medical Center, Seoul, Korea
| | - Shuting Han
- National Cancer Centre, Singapore, Singapore
| | - Mei Huan Chang
- Department of Colorectal Surgery, Singapore General Hospital, Singapore, Singapore
| | - Isaac Seow-En
- Department of Colorectal Surgery, Singapore General Hospital, Singapore, Singapore
| | - Cherylin Fu
- Department of Colorectal Surgery, Singapore General Hospital, Singapore, Singapore
| | - Ronnie Mathew
- Department of Colorectal Surgery, Singapore General Hospital, Singapore, Singapore
| | - Ee-Lin Toh
- Department of Colorectal Surgery, Singapore General Hospital, Singapore, Singapore.,EL Toh Colorectal & Minimally Invasive Surgery, Singapore, Singapore
| | - Lewis Z Hong
- MSD International GmbH (Singapore Branch), Singapore, Singapore
| | - Anders Jacobsen Skanderup
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Ramanuj DasGupta
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Chin-Ann Johnny Ong
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, Singapore, Singapore.,Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore, Singapore.,Laboratory of Applied Human Genetics, Division of Medical Sciences, National Cancer Centre Singapore, Singapore, Singapore.,SingHealth Duke-NUS Oncology Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore.,SingHealth Duke-NUS Surgery Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore.,Institute of Molecular and Cell Biology, A*STAR Research Entities, Singapore, Singapore
| | - Kiat Hon Lim
- Department of Anatomical Pathology, Singapore General Hospital, Singapore, Singapore
| | - Emile K W Tan
- Department of Colorectal Surgery, Singapore General Hospital, Singapore, Singapore
| | - Si-Lin Koo
- National Cancer Centre, Singapore, Singapore
| | - Wei Qiang Leow
- Department of Anatomical Pathology, Singapore General Hospital, Singapore, Singapore
| | - Sabine Tejpar
- Molecular Digestive Oncology, Department of Oncology, Katholieke Universiteit Leuven, Leuven, Belgium.
| | - Shyam Prabhakar
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.
| | - Iain Beehuat Tan
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore. .,National Cancer Centre, Singapore, Singapore. .,Duke-National University of Singapore Medical School, Singapore, Singapore.
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65
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Mutant RAS and the tumor microenvironment as dual therapeutic targets for advanced colorectal cancer. Cancer Treat Rev 2022; 109:102433. [PMID: 35905558 DOI: 10.1016/j.ctrv.2022.102433] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 06/23/2022] [Accepted: 06/27/2022] [Indexed: 11/20/2022]
Abstract
RAS genes are the most frequently mutated oncogenes in cancer. These mutations occur in roughly half of the patients with colorectal cancer (CRC). RAS mutant tumors are resistant to therapy with anti-EGFR monoclonal antibodies. Therefore, patients with RAS mutant CRC currently have few effective therapy options. RAS mutations lead to constitutively active RAS GTPases, involved in multiple downstream signaling pathways. These alterations are associated with a tumor microenvironment (TME) that drives immune evasion and disease progression by mechanisms that remain incompletely understood. In this review, we focus on the available evidence in the literature explaining the potential effects of RAS mutations on the CRC microenvironment. Ongoing efforts to influence the TME by targeting mutant RAS and thereby sensitizing these tumors to immunotherapy will be discussed as well.
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66
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Abushukair HM, Zaitoun SM, Saeed A. Insight on BRAF V600E mutated colorectal cancer immune microenvironment. World J Gastrointest Oncol 2022; 14:1213-1215. [PMID: 35949215 PMCID: PMC9244984 DOI: 10.4251/wjgo.v14.i6.1213] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 05/04/2022] [Accepted: 05/23/2022] [Indexed: 02/06/2023] Open
Abstract
Colorectal cancer (CRC) is the second deadliest malignancy for both sexes. The BRAFV600E mutation, one of the most common driver mutations in CRC, is known for its poor prognosis due to the increased risk of metastasis. The effect of the BRAFV600E mutation on the tumor microenvironment was the topic of the study reported in World Journal of Gastrointestinal Oncology, with special focus on immune status. The authors presented insightful findings that were exclusively based on macrophage polarity and cytokine levels, without investigating other relevant immune elements. A more comprehensive look into the dynamic immune activity of cancer environments will warrant more meaningful practical findings. In this letter, we discuss other significant immune factors and their possible implications on the tumor microenvironment of BRAF-mutated CRC.
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Affiliation(s)
| | | | - Anwaar Saeed
- Department of Medicine, Division of Medical Oncology, The University of Kansas Cancer Center, Kansas City, KS 66205, United States
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67
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Immune Profile of BRAF-Mutated Metastatic Colorectal Tumors with Good Prognosis after Palliative Chemotherapy. Cancers (Basel) 2022; 14:cancers14102383. [PMID: 35625987 PMCID: PMC9139363 DOI: 10.3390/cancers14102383] [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: 04/04/2022] [Revised: 05/04/2022] [Accepted: 05/11/2022] [Indexed: 11/16/2022] Open
Abstract
Background: BRAF-mutated colorectal cancers (BRAF-MT CRCs) are known to have poor prognoses. BRAF-MT CRC was reported to be possibly related to the immune-activated phenotype. Objectives: This study aimed to investigate the association between the immune microenvironment and prognosis of BRAF-MT CRC. Methods: We evaluated clinical outcomes and investigated the immune profile of the BRAF-MT CRC tumors using the multiplex immunohistochemistry of immune-related markers: cytokeratin, programmed death ligand-1 (PD-L1), programmed cell death protein-1 (PD-1), and a cluster of differentiation 8 (CD8). Results: Out of 2313 tumors, 123 were BRAF-MT tumors. Among them, 86 tumors with available tissue were included. Out of 86 patients, 75 patients were non-good responders (GR), whereas 11 patients were GR. Median progression-free survival after first-line chemotherapy (4.6 vs. 12.4 months, p = 0.008) and overall survival (11.8 vs. 45.0 months) were longer in the GR group (p < 0.001). Median CD8+ T cell (254.29 vs. 656.0, p = 0.092), PD-L1+ tumor cell (0.95 vs.15.56, p = 0.050), PD-L1+ stromal cell (3.17 vs. 72.38, p = 0.025), PD-L1+ tumor and stromal cell (5.08 vs. 74.92, p = 0.032), and PD-1+ stromal cell (45.08 vs. 325.40, p = 0.046) counts were greater in the GR group. Conclusion: The clinical outcomes of unselected patients with BRAF-MT CRC were generally similar to those in previous studies. Based on the immune profile analysis, higher PD-L1 expression and CD8-positive cell infiltration were observed in BRAF-MT tumors with a good prognosis.
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68
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Tabernero J, Ros J, Élez E. The Evolving Treatment Landscape in BRAF-V600E-Mutated Metastatic Colorectal Cancer. Am Soc Clin Oncol Educ Book 2022; 42:1-10. [PMID: 35503983 DOI: 10.1200/edbk_349561] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Between 8% and 12% of patients with metastatic colorectal cancer (mCRC) harbor a BRAF-V600E mutation in their tumors, which is associated with a poor response to standard chemotherapy and short overall survival. Moreover, nearly 30% of BRAF-V600E mCRC tumors also have microsatellite instability. Transcriptomic signatures suggest a strong immunogenic biologic background for most of these tumors. In contrast to the melanoma context, single-agent BRAF inhibition does not achieve clinical benefit in BRAF-V600E mCRC. Different preclinical/translational studies have elucidated that, in this context, upon BRAF inhibition, there is immediate signal upregulation via the EGFR, and therefore an anti-EGFR treatment should be added to the BRAF inhibitor. Several phase II studies have confirmed the activity of BRAF inhibitors combined with EGFR-directed monoclonal antibodies in patients with BRAF-V600E mCRC. The role of other mitogen-activated protein kinase inhibitors, such as mitogen-activated protein kinase kinase or PI3K inhibitors, remains unclear. The phase III BEACON clinical trial confirmed the BRAF/EGFR inhibitor combination of encorafenib/cetuximab as the new standard of care for BRAF-V600E mCRC after at least one previous line of systemic therapy. Novel approaches for managing BRAF-V600E mCRC include, among others, triple combinations of BRAF inhibitors and anti-EGFR antibodies combined with immune checkpoint inhibitors in the microsatellite instability population and evaluation of the encorafenib/cetuximab treatment in combination with standard chemotherapy with bevacizumab in the first-line setting.
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Affiliation(s)
- Josep Tabernero
- Medical Oncology Department, Vall d'Hebron University Hospital, Barcelona, Spain.,Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Javier Ros
- Medical Oncology Department, Vall d'Hebron University Hospital, Barcelona, Spain.,Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Elena Élez
- Medical Oncology Department, Vall d'Hebron University Hospital, Barcelona, Spain.,Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
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Makutani Y, Sakai K, Yamada M, Wada T, Chikugo T, Satou T, Iwasa Y, Yamamoto H, de Velasco MA, Nishio K, Kawamura J. Performance of Idylla ™ RAS-BRAF mutation test for formalin-fixed paraffin-embedded tissues of colorectal cancer. Int J Clin Oncol 2022; 27:1180-1187. [PMID: 35474548 PMCID: PMC9209352 DOI: 10.1007/s10147-022-02167-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 04/03/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND The Biocartis Idylla™ platform is a fully automated, real-time PCR-based diagnostic system. The Idylla™ KRAS and NRAS-BRAF Mutation Tests have been developed for the qualitative detection of mutations in KRAS, NRAS and BRAF genes, facilitating the genomic profiling of patients with colorectal cancer. The aim of the present study was to evaluate clinical performances of these tests in Japan. METHODS The RAS and BRAF mutation statuses of 253 formalin-fixed paraffin-embedded (FFPE) colorectal cancer tissues were analyzed using the Investigational Use Only Idylla™ KRAS Mutation Test and the Idylla™ NRAS-BRAF Mutation Test and an in vitro diagnostics (IVD) kit (MEBGEN RASKET™-B kit). RESULTS The success rate for obtaining a valid mutational data without retest of the Idylla tests was 97.6% (247/253): 111 KRAS mutations (43.8%), 9 NRAS mutations (3.6%), and 36 BRAF V600E mutations (14.2%) were detected using the Idylla tests. Compared with the MEBGEN RASKET-B results, the positive concordance rate was 97.4%, the negative concordance rate was 95.7%, and the overall concordance rate was 95.3% (κ = 0.919, 95% CI 0.871-0.967). The average turnaround time to Idylla™ KRAS and NRAS-BRAF Mutation Test was 5.6 working days (range: 3-11 days). CONCLUSION This result demonstrates a high concordance between the Idylla™ KRAS and NRAS-BRAF Mutation Tests and an existing IVD kit. In this manner, the Idylla™ mutation tests were validated for the detection of clinically significant KRAS, NRAS, and BRAF mutations in FFPE samples from colorectal cancer patients.
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Affiliation(s)
- Yusuke Makutani
- Department of Surgery, Faculty of Medicine, Kindai University, Osaka-sayama, Osaka, 589-8511, Japan
| | - Kazuko Sakai
- Department of Genome Biology, Faculty of Medicine, Kindai University, Ohnohigashi 377-2, Osaka-Sayama, Osaka, 589-8511, Japan
| | - Masahiro Yamada
- Department of Surgery, Shiga General Hospital, Moriyama, Shiga, 524-8524, Japan
| | - Toshiaki Wada
- Department of Surgery, Faculty of Medicine, Kindai University, Osaka-sayama, Osaka, 589-8511, Japan
| | - Takaaki Chikugo
- Department of Diagnostic Pathology, Kindai University Hospital, Osaka-Sayama, Osaka, 589-8511, Japan
| | - Takao Satou
- Department of Diagnostic Pathology, Kindai University Hospital, Osaka-Sayama, Osaka, 589-8511, Japan
| | - Yoko Iwasa
- Department of Diagnostic Pathology, Shiga General Hospital, Moriyama, Shiga, 524-8524, Japan
| | - Hidekazu Yamamoto
- Department of Surgery, Shiga General Hospital, Moriyama, Shiga, 524-8524, Japan
- Department of Diagnostic Pathology, Shiga General Hospital, Moriyama, Shiga, 524-8524, Japan
| | - Marco A de Velasco
- Department of Genome Biology, Faculty of Medicine, Kindai University, Ohnohigashi 377-2, Osaka-Sayama, Osaka, 589-8511, Japan
| | - Kazuto Nishio
- Department of Genome Biology, Faculty of Medicine, Kindai University, Ohnohigashi 377-2, Osaka-Sayama, Osaka, 589-8511, Japan.
| | - Junichiro Kawamura
- Department of Surgery, Faculty of Medicine, Kindai University, Osaka-sayama, Osaka, 589-8511, Japan
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70
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Seo MK, Kang H, Kim S. Tumor microenvironment-aware, single-transcriptome prediction of microsatellite instability in colorectal cancer using meta-analysis. Sci Rep 2022; 12:6283. [PMID: 35428835 PMCID: PMC9012745 DOI: 10.1038/s41598-022-10182-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 03/28/2022] [Indexed: 01/27/2023] Open
Abstract
Detecting microsatellite instability (MSI) in colorectal cancers (CRCs) is essential because it is the determinant of treatment strategies, including immunotherapy and chemotherapy. Yet, no attempt has been made to exploit transcriptomic profile and tumor microenvironment (TME) of it to unveil MSI status in CRC. Hence, we developed a novel TME-aware, single-transcriptome predictor of MSI for CRC, called MAP (Microsatellite instability Absolute single sample Predictor). MAP was developed utilizing recursive feature elimination-random forest with 466 CRC samples from The Cancer Genome Atlas, and its performance was validated in independent cohorts, including 1118 samples. MAP showed robustness and predictive power in predicting MSI status in CRC. Additional advantages for MAP were demonstrated through comparative analysis with existing MSI classifier and other cancer types. Our novel approach will provide access to untouched vast amounts of publicly available transcriptomic data and widen the door for MSI CRC research and be useful for gaining insights to help with translational medicine.
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Affiliation(s)
- Mi-Kyoung Seo
- Department of Biomedical Systems Informatics, Brain Korea 21 Project, Yonsei University College of Medicine, Seoul, 03722, South Korea
| | - Hyundeok Kang
- Department of Biomedical Systems Informatics, Brain Korea 21 Project, Yonsei University College of Medicine, Seoul, 03722, South Korea
| | - Sangwoo Kim
- Department of Biomedical Systems Informatics, Brain Korea 21 Project, Yonsei University College of Medicine, Seoul, 03722, South Korea.
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Angerilli V, Sabella G, Centonze G, Lonardi S, Bergamo F, Mangogna A, Pietrantonio F, Fassan M, Milione M. BRAF-mutated colorectal adenocarcinomas: Pathological heterogeneity and clinical implications. Crit Rev Oncol Hematol 2022; 172:103647. [PMID: 35248712 DOI: 10.1016/j.critrevonc.2022.103647] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 02/24/2022] [Accepted: 02/28/2022] [Indexed: 02/07/2023] Open
Abstract
Advances in molecular biology have markedly increased our understanding of the heterogeneous molecular landscape of colorectal cancer (CRC). Up to 15% of CRCs harbor the BRAF p.V600E somatic mutation (BRAFmt), a well-established negative prognostic marker in patients with metastatic CRC (mCRC). The BEACON CRC trial set a new standard of care in patients with progressive BRAFmt cancers, consisting of the combination of encorafenib and cetuximab. On these bases, BRAF mutational testing is now recommended in patients with mCRC. However, efforts are needed to further stratify patients carrying this mutation. Here, we discuss the heterogeneous pathologic and molecular landscape of BRAFmt CRCs, focusing on the promises and pitfalls of molecular diagnostics, on novel biomarkers to improve patients' stratification and on the current diagnostic scenario for CRC. We believe that a better stratification based on histopathological features and novel molecular biomarkers should be performed to optimize patient management and therapeutic decision-making.
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Affiliation(s)
| | - Giovanna Sabella
- Pathology Unit 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Giovanni Centonze
- Pathology Unit 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Sara Lonardi
- Oncology Unit 1, Department of Oncology, Veneto Institute of Oncology, IOV-IRCCS, Padua, Italy
| | - Francesca Bergamo
- Oncology Unit 1, Department of Oncology, Veneto Institute of Oncology, IOV-IRCCS, Padua, Italy
| | - Alessandro Mangogna
- Institute for Maternal and Child Health, IRCCS Burlo Garofalo, 34137 Trieste, Italy
| | | | - Matteo Fassan
- Department of Medicine, Surgical Pathology Unit, University of Padua, Italy; Veneto Institute of Oncology, IOV-IRCCS, Padua, Italy
| | - Massimo Milione
- Pathology Unit 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy.
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72
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Systematic review of randomised clinical trials and observational studies for patients with RAS wild-type or BRAF V600E-mutant metastatic and/or unresectable colorectal cancer. Crit Rev Oncol Hematol 2022; 173:103646. [PMID: 35344913 DOI: 10.1016/j.critrevonc.2022.103646] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 02/24/2022] [Accepted: 02/28/2022] [Indexed: 02/07/2023] Open
Abstract
Approximately 8-10% of metastatic colorectal cancer (mCRC) tumours harbour BRAFV600E mutations. Eleven randomised controlled trials (RCTs) and 24 non-RCTs were identified. Seven studies evaluated BRAF inhibitors. Single-agent BRAF inhibitors had minimal efficacy, whereas BRAF inhibitor plus anti-EGFR therapy improved outcomes. In BEACON CRC, overall survival (OS) was significantly longer for patients receiving encorafenib plus cetuximab ± binimetinib when compared with irinotecan/FOLFIRI plus cetuximab as second- and third-line therapy. Seven prospective non-RCTs reported worse OS and progression-free survival (PFS) for patients with BRAFV600E-mutant vs BRAF wild-type mCRC. Eight RCTs reported that PFS and OS were generally shorter for patients with BRAFV600E-mutant mCRC vs those with KRAS or RAS wild-type mCRC. Patients with BRAFV600E-mutant mCRC have worse outcomes with conventional therapy vs patients with BRAF wild-type tumours. BRAF inhibitors in conjunction with anti-EGFR therapy improves outcomes for patients with BRAFV600E-mutant mCRC vs conventional therapy or a BRAF inhibitor alone.
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73
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Rodriquenz MG, Ciardiello D, Latiano TP, Maiorano BA, Martinelli E, Silvestris N, Ciardiello F, Maiello E. Exploring biological heterogeneity and implications on novel treatment paradigm in BRAF-mutant metastatic colorectal cancer. Crit Rev Oncol Hematol 2022; 173:103657. [PMID: 35337969 DOI: 10.1016/j.critrevonc.2022.103657] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 03/12/2022] [Accepted: 03/18/2022] [Indexed: 12/19/2022] Open
Abstract
Approximatively 8-15% of patients with metastatic colorectal cancer (mCRC) harbor mutation in BRAF gene. Recent advances in molecular biology enabled a better knowledge of the molecular heterogeneity within BRAF mutant (BRAFMT) CRCs, including high rate of overlapping with MSI-H status and detection of non-V600E mutations related to more favorable behavior. Treatment armamentarium has been rapidly growing in this subgroup and includes targeted combinations and immunotherapy for concomitant MSI-H patients, thereby making BRAFMT mCRC an innovative model for precision oncology. Nevertheless, duration of responses to targeted strategies remains unsatisfactory due to the development of secondary resistance, which is currently the field of major clinical research on BRAFMT mCRC. This review explores the molecular, clinical and therapeutic landscape of BRAFMT mCRC as well as an update on current treatment strategies and future perspectives in light of the heterogeneity of BRAF-mutated disease. Furthermore, a novel treatment algorithm for BRAFMT mCRC will be proposed.
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Affiliation(s)
- Maria Grazia Rodriquenz
- Oncology Unit, Foundation Casa Sollievo della Sofferenza IRCCS, 71013 San Giovanni Rotondo, Italy.
| | - Davide Ciardiello
- Oncology Unit, Foundation Casa Sollievo della Sofferenza IRCCS, 71013 San Giovanni Rotondo, Italy; Oncologia Medica, Dipartimento di Medicina di Precisione, Università degli Studi della Campania "L. Vanvitelli", Naples, Italy
| | - Tiziana Pia Latiano
- Oncology Unit, Foundation Casa Sollievo della Sofferenza IRCCS, 71013 San Giovanni Rotondo, Italy
| | - Brigida Anna Maiorano
- Oncology Unit, Foundation Casa Sollievo della Sofferenza IRCCS, 71013 San Giovanni Rotondo, Italy; Medical Oncology Unit, Comprehensive Cancer Center, Foundation A. Gemelli Policlinic IRCCS, 00168 Rome, Italy
| | - Erika Martinelli
- Oncologia Medica, Dipartimento di Medicina di Precisione, Università degli Studi della Campania "L. Vanvitelli", Naples, Italy
| | - Nicola Silvestris
- Medical Oncology Unit, Department of Human Pathology "G. Barresi", University of Messina, Messina, Italy
| | - Fortunato Ciardiello
- Oncologia Medica, Dipartimento di Medicina di Precisione, Università degli Studi della Campania "L. Vanvitelli", Naples, Italy
| | - Evaristo Maiello
- Oncology Unit, Foundation Casa Sollievo della Sofferenza IRCCS, 71013 San Giovanni Rotondo, Italy
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Jöhrens K, Fischer J, Möbs M, Junker K, Kirfel J, Perner S, Laßmann S, Werner M, Borgmann V, Bläker H, Hummel M. Nachweis der BRAF-V600E-Mutation beim metastasierten kolorektalen Karzinom. DER PATHOLOGE 2022; 43:126-134. [PMID: 34807276 PMCID: PMC8888471 DOI: 10.1007/s00292-021-01022-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 09/07/2021] [Indexed: 12/02/2022]
Abstract
Ringversuche sind ein wichtiges Instrument zur Qualitätssicherung. Dies betrifft in zunehmendem Maße auch die molekulare Diagnostik in der Pathologie, von deren Ergebnissen Therapieentscheidungen in der Präzisionsonkologie direkt abhängen. Beim metastasierten kolorektalen Karzinom (mKRK) stand bisher der Nachweis von KRAS-und NRAS-Mutationen im Vordergrund, deren Abwesenheit eine Therapie mit EGFR-blockierenden Antikörpern ermöglicht. Nun ist BRAF als weiterer prädiktiver Marker hinzugekommen, da mKRK Patienten mit einer BRAF-V600E-Mutation nach systemischer Vortherapie von einer Behandlung mit Encorafenib (einem BRAF-Inhibitor) in Kombination mit Cetuximab (Anti-EGFR-Antikörper) profitieren. Aufgrund der 2020 erfolgten Zulassung für diese Behandlung ist es wichtig, dass der diagnostische Nachweis einer BRAF-V600E-Mutation zuverlässig in den Pathologien durchgeführt werden kann. Daher wurde dieser Ringversuch durchgeführt, bei dem der Nachweis der BRAF-V600E-Mutation entweder mittels Immunhistochemie oder molekularer Verfahren erfolgen konnte. Die Ergebnisse des Ringversuchs belegen eindeutig, dass derzeit die molekulare BRAF-V600E-Bestimmung dem immunhistologischen Nachweis überlegen ist.
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Affiliation(s)
- Korinna Jöhrens
- Institut für Pathologie, Universitätsklinikum Carl Gustav Carus, TU Dresden, Dresden, Deutschland
| | - Josephine Fischer
- Qualitätssicherungs-Initiative Pathologie QuIP GmbH, Berlin, Deutschland
| | - Markus Möbs
- Institut für Pathologie, Campus Charité Mitte, Charité - Universitätsmedizin Berlin, Virchowweg 15, 10117, Berlin, Deutschland
| | - Klaus Junker
- Zentrum für Pathologie, Klinikum Bremen-Mitte, Bremen, Deutschland
| | - Jutta Kirfel
- Universitätsklinikum Schleswig-Holstein, Campus Lübeck, Lübeck, Deutschland
| | - Sven Perner
- Universitätsklinikum Schleswig-Holstein, Campus Lübeck, Lübeck, Deutschland
| | - Silke Laßmann
- Institut für Klinische Pathologie, Universitätsklinikum Freiburg, Freiburg, Deutschland
| | - Martin Werner
- Institut für Klinische Pathologie, Universitätsklinikum Freiburg, Freiburg, Deutschland
| | - Vanessa Borgmann
- Institut für Pathologie und Neuropathologie, Universitätsklinikum Tübingen, Tübingen, Deutschland
| | | | - Michael Hummel
- Institut für Pathologie, Campus Charité Mitte, Charité - Universitätsmedizin Berlin, Virchowweg 15, 10117, Berlin, Deutschland.
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Trunk A, Braithwaite M, Nevala-Plagemann C, Pappas L, Haaland B, Garrido-Laguna I. Real-World Outcomes of Patients With BRAF-Mutated Metastatic Colorectal Cancer Treated in the United States. J Natl Compr Canc Netw 2022; 20:144-150. [DOI: 10.6004/jnccn.2021.7059] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Accepted: 05/05/2021] [Indexed: 11/17/2022]
Abstract
Background: BRAF mutations portend a poor prognosis in metastatic colorectal cancer (mCRC). Whether these patients may benefit from more aggressive frontline chemotherapy with a triplet regimen such as FOLFOXIRI remains unclear. We used real-world data from a cohort of patients in the United States to assess the BRAF testing rate, determine the prevalence of FOLFOXIRI use, and compare survival outcomes in mCRC, stratified by BRAF mutation status and first-line therapy. Methods: A nationwide electronic health record–derived deidentified database was reviewed for patients diagnosed with mCRC between 2013 and 2018. Those with documented BRAF mutation testing who received standard first-line therapy were included. Kaplan-Meier estimates with corresponding log-rank tests and Cox proportional hazards modeling compared survival outcomes stratified by BRAF status and first-line therapy. Results: Of 4,457 included patients, 3,991 (89.5%) had BRAF wild-type (BRAFwt) and 466 (10.5%) had BRAF-mutated (BRAFmt) mCRC. Median overall survival (OS) was 15.4 months in the BRAFmt group versus 28.1 months in the BRAFwt group (hazard ratio [HR], 0.48; 95% CI, 0.41–0.56; P<.001). Only 3% of patients with BRAF mutations received first-line FOLFOXIRI ± bevacizumab, with a median OS of 13.8 months compared with 15.5 months in those treated with doublet chemotherapy ± bevacizumab (P=.38). In patients with BRAF mutations, propensity-weighted analysis did not detect a significant improvement in OS with FOLFIRI + bevacizumab (HR, 0.90; 95% CI, 0.58–1.39; P=.63) or FOLFOX/CAPEOX + bevacizumab (HR, 0.81; 95% CI, 0.52–1.26; P=.35) versus doublet chemotherapy alone. In 2018, only 56% of patients diagnosed with mCRC had documented BRAF testing at any time. Conclusions: This real-world data analysis confirms the negative prognostic impact of BRAF mutations in mCRC and suggests that FOLFOXIRI has not been widely adopted in the United States. The proportion of patients with documented BRAF testing in this real-world population was low at 56%. We were unable to show any significant difference in OS of patients with BRAFmt mCRC based on the first-line therapy received.
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Affiliation(s)
| | | | | | - Lisa Pappas
- 3Department of Population Health Sciences, University of Utah, Salt Lake City, Utah
| | - Benjamin Haaland
- 3Department of Population Health Sciences, University of Utah, Salt Lake City, Utah
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76
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Middleton G, Robbins H, Andre F, Swanton C. A state-of-the-art review of stratified medicine in cancer: towards a future precision medicine strategy in cancer. Ann Oncol 2022; 33:143-157. [PMID: 34808340 DOI: 10.1016/j.annonc.2021.11.004] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Revised: 11/09/2021] [Accepted: 11/10/2021] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Building on the success of targeted therapy in certain well-defined cancer genotypes, three platform studies-NCI-MATCH, LUNG-MAP and The National Lung Matrix Trial (NLMT)-have attempted to discover new genotype-matched therapies for people with cancer. PATIENTS AND METHODS We review the outputs from these platform studies. This review led us to propose a series of recommendations and considerations that we hope will inform future precision medicine programmes in cancer. RESULTS The three studies collectively screened over 13 000 patients. Across 37 genotype-matched cohorts, there have been 66/875 responders, with an overall response rate of 7.5%. Targeting copy number gain yielded 5/199 responses across nine biomarker-drug matched cohorts, with a response rate of 2.5%. CONCLUSIONS The majority of these studies used single-agent targeted therapies. Whilst preclinical data can suggest rational combination treatment to reverse adaptive resistance or block parallel activated pathways, there is an essential need for accurate modelling of the toxicity-activity trade-off of combinations. Agent selection is often suboptimal; dose expansion should only be carried out with agents with clear clinical proof of mechanism and high target selectivity. Targeting copy number change has been disappointing; it is crucial to define the drivers on shared amplicons that include the targeted aberration. Maximising outcomes with currently available targeted therapies requires moving towards a more contextualised stratified medicine acknowledging the criticality of the genomic, transcriptional and immunological context on which the targeted aberration is inscribed. Genomic complexity and instability is likely to be a leading cause of targeted therapy failure in genomically complex cancers. Preclinical models must be developed that more accurately capture the genomic complexity of human disease. The degree of attrition of studies carried out after standard-of-care therapy suggests that serious efforts be made to develop a suite of precision medicine studies in the minimal residual disease setting.
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Affiliation(s)
- G Middleton
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK.
| | - H Robbins
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - F Andre
- Institut Gustave Roussy, INSERM Unité 981, Université Paris-Sud, Villejuif, France; PRISM Center for Precision Medicine
| | - C Swanton
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK; Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
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77
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The application of radiomics in predicting gene mutations in cancer. Eur Radiol 2022; 32:4014-4024. [DOI: 10.1007/s00330-021-08520-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Revised: 12/11/2021] [Accepted: 12/14/2021] [Indexed: 12/24/2022]
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78
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Chen R, Ma S, Qiao H, Su F, Wang L, Guan Q. Identification of target genes and prognostic evaluation for colorectal cancer using integrated bioinformatics analysis. ALL LIFE 2022. [DOI: 10.1080/26895293.2022.2026825] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
Affiliation(s)
- Rui Chen
- Department of the First Clinical Medical College, Lanzhou University, Lanzhou, People’s Republic of China
- Department of Oncology, The First Hospital of Lanzhou University, Lanzhou, People’s Republic of China
| | - Shoucheng Ma
- Department of the First Clinical Medical College, Lanzhou University, Lanzhou, People’s Republic of China
- Department of Oncology, The First Hospital of Lanzhou University, Lanzhou, People’s Republic of China
| | - Hui Qiao
- Department of Oncology, The First Hospital of Lanzhou University, Lanzhou, People’s Republic of China
| | - Fei Su
- Department of Oncology, The First Hospital of Lanzhou University, Lanzhou, People’s Republic of China
| | - Lina Wang
- Department of the First Clinical Medical College, Lanzhou University, Lanzhou, People’s Republic of China
- Department of Radiotherapy, The First Hospital of Lanzhou University, Lanzhou, People’s Republic of China
| | - QuanLin Guan
- Department of the First Clinical Medical College, Lanzhou University, Lanzhou, People’s Republic of China
- Department of Oncology Surgery, The First Hospital of Lanzhou University, Lanzhou, People’s Republic of China
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79
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Randon G, Intini R, Cremolini C, Elez E, Overman MJ, Lee J, Manca P, Bergamo F, Pagani F, Antista M, Angerilli V, Ros Montaña FJ, Lavacchi D, Boccaccino A, Fucà G, Brich S, Cattaneo L, Fassan M, Pietrantonio F, Lonardi S. Tumour mutational burden predicts resistance to EGFR/BRAF blockade in BRAF-mutated microsatellite stable metastatic colorectal cancer. Eur J Cancer 2022; 161:90-98. [PMID: 34933155 DOI: 10.1016/j.ejca.2021.11.018] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 11/03/2021] [Accepted: 11/10/2021] [Indexed: 02/07/2023]
Abstract
AIM To unveil genomic and immunohistochemical expression profiles associated with primary resistance to EGFR/BRAF targeted therapy in patients with BRAF-mutated and microsatellite stable (MSS) metastatic colorectal cancer. EXPERIMENTAL DESIGN In this multicenter case-control study on patients treated with EGFR/BRAF ± MEK blockade, we compared a primary resistance cohort (N = 20; RECISTv1.1 PD/SD, and progression-free survival [PFS] <16 weeks) versus a sensitive one (N = 19; RECISTv1.1 PR/CR, and PFS ≥16 weeks) in terms of clinical and genomic/expression data by means of comprehensive genomic profiling, tumour mutational burden (TMB), BRAF-mutant transcriptional subtypes (BM) classification and PTEN expression. RESULTS Left-sided tumours (28% of the total) were enriched in the sensitive versus resistant cohort (53% versus 10%, P = 0.010). Genomic alterations in the PIK3CA/MTOR pathway, BM1 status and PTEN loss were similarly distributed among patients with resistant and sensitive tumours. Amplification of CCND1-3 genes were found only in patients with primary resistance (20% versus 0%, P = 0.106). TMB and prevalence of intermediate TMB (TMB-I 6-20 mutations/Mb) were higher in the resistant versus sensitive cohort (median TMB: 6 [IQR, 3-7.29] versus 3 [IQR, 1.26-3.5]; P = 0.013; TMB-I/H: 60% versus 11%; P = 0.001). Patients with TMB-I had shorter PFS (3.3 versus 5.9 months; HR = 2.19, 95%CI, 1.07-4.47, P = 0.031) and overall survival (6.3 versus 10.5 months; HR = 2.22, 95%CI, 1.02-4.81, P = 0.044). CONCLUSION Despite the small sample size, the association of a relatively higher TMB with limited benefit from EGFR/BRAF blockade in patients with MSS and BRAF-mutated mCRC deserves prospective validation.
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Affiliation(s)
- Giovanni Randon
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Dei Tumouri di Milano, Milano, Italy
| | - Rossana Intini
- Department of Oncology, Istituto Oncologico Veneto, IRCCS, Padua, Italy
| | - Chiara Cremolini
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy; Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Elena Elez
- Vall D'Hebron University Hospital (HUVH) and Vall D'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Michael J Overman
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center
| | - Jeeyun Lee
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University, School of Medicine, South Korea
| | - Paolo Manca
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Dei Tumouri di Milano, Milano, Italy
| | - Francesca Bergamo
- Department of Oncology, Istituto Oncologico Veneto, IRCCS, Padua, Italy
| | - Filippo Pagani
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Dei Tumouri di Milano, Milano, Italy
| | - Maria Antista
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Dei Tumouri di Milano, Milano, Italy
| | - Valentina Angerilli
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy
| | | | - Daniele Lavacchi
- Medical Oncology Unit, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| | | | - Giovanni Fucà
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Dei Tumouri di Milano, Milano, Italy
| | - Silvia Brich
- Department of Pathology and Laboratory Medicine, Fondazione IRCCS Istituto Nazionale Dei Tumouri di Milano, Milan, Italy
| | - Laura Cattaneo
- Department of Pathology and Laboratory Medicine, Fondazione IRCCS Istituto Nazionale Dei Tumouri di Milano, Milan, Italy
| | - Matteo Fassan
- Department of Oncology, Istituto Oncologico Veneto, IRCCS, Padua, Italy; Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy
| | - Filippo Pietrantonio
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Dei Tumouri di Milano, Milano, Italy.
| | - Sara Lonardi
- Department of Oncology, Istituto Oncologico Veneto, IRCCS, Padua, Italy
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80
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Tabernero J, Velez L, Trevino TL, Grothey A, Yaeger R, Van Cutsem E, Wasan H, Desai J, Ciardiello F, Yoshino T, Gollerkeri A, Maharry K, Christy-Bittel J, Kopetz S. Management of adverse events from the treatment of encorafenib plus cetuximab for patients with BRAF V600E-mutant metastatic colorectal cancer: insights from the BEACON CRC study. ESMO Open 2021; 6:100328. [PMID: 34896698 PMCID: PMC8666642 DOI: 10.1016/j.esmoop.2021.100328] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 11/03/2021] [Accepted: 11/04/2021] [Indexed: 11/17/2022] Open
Abstract
Colorectal cancer is the second leading cause of cancer deaths worldwide, with a 5-year relative survival of 14% in patients with metastatic colorectal cancer (mCRC). Patients with BRAF V600E mutations, which occur in ∼10%-15% of patients with mCRC, have a poorer prognosis compared with those with wild-type BRAF tumours. The combination of the BRAF inhibitor encorafenib with the epidermal growth factor receptor inhibitor cetuximab currently represents the only chemotherapy-free targeted therapy approved in the USA and Europe for previously treated patients with BRAF V600E-mutated mCRC. As a class, BRAF inhibitors are associated with dermatologic, gastrointestinal, and renal events, as well as pyrexia and secondary skin malignancies. Adverse event (AE) profiles of specific BRAF inhibitors vary, however, and are affected by the specific agents given in combination. In patients with mCRC, commonly reported AEs of cetuximab monotherapy include infusion reactions and dermatologic toxicities. Data from the phase III BEACON CRC study indicate that the combination of encorafenib with cetuximab has a distinct safety profile. Here we review the most frequently reported AEs that occurred with this combination in BEACON CRC and best practices for managing and mitigating AEs that require more than standard supportive care.
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Affiliation(s)
- J Tabernero
- Medical Oncology Department, Vall d'Hebron Hospital Campus and Vall d'Hebron Institute of Oncology (VHIO), UVIC-UCC, IOB-Quiron, Barcelona, Spain.
| | - L Velez
- Medical Oncology Department, Vall d'Hebron Hospital Campus and Vall d'Hebron Institute of Oncology (VHIO), UVIC-UCC, IOB-Quiron, Barcelona, Spain
| | - T L Trevino
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, USA
| | - A Grothey
- West Cancer Center and Research Institute, OneOncology, Germantown, USA
| | - R Yaeger
- Department of Medicine, Memorial Sloan-Kettering Cancer Center, New York, USA
| | - E Van Cutsem
- Digestive Oncology Department, University Hospitals Gasthuisberg Leuven and KU Leuven, Leuven, Belgium
| | - H Wasan
- Department of Cancer Medicine, Hammersmith Hospital, London, UK
| | - J Desai
- Department of Medical Oncology, Royal Melbourne Hospital and Peter MacCallum Cancer Centre, Walter and Aliza Hall Institute, Parkville, Australia
| | - F Ciardiello
- Department of Precision Medicine, University of Campania, Naples, Italy
| | - T Yoshino
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | | | | | | | - S Kopetz
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, USA
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Association between Altered Oncogenic Signaling Pathways and Overall Survival of Patients with Metastatic Colorectal Cancer. Diagnostics (Basel) 2021; 11:diagnostics11122308. [PMID: 34943546 PMCID: PMC8700603 DOI: 10.3390/diagnostics11122308] [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: 10/19/2021] [Revised: 12/04/2021] [Accepted: 12/05/2021] [Indexed: 11/16/2022] Open
Abstract
Systemic characterization of genomic alterations into signaling pathways helps to understand the molecular pathogenies of colorectal cancer; however, their clinical implications remain unclear. Here, 128 patients with metastatic colorectal cancer (mCRC) receiving targeted next generation sequencing were retrospectively enrolled to analyze the impact of altered oncogenic pathways on clinical outcome. The datasets from Memorial Sloan Kettering Cancer Center were used for validation. In 123 patients with non-MSI-high tumor, the most common mutated gene was TP53 (84.6%), followed by APC (78.0%), KRAS (49.6%), and SMAD4 (22.8%). When mutated genes were allocated into signaling pathways defined as The Cancer Genome Atlas Pan-Cancer Analysis Project, alterations of cell cycle, Wnt, p53, RTK-RAS, PI3K, TGF-β, Notch, and Myc pathways were identified in 88%, 87%, 85%, 75%, 28%, 26%, 17%, and 10% of mCRC tissues, respectively. The survival analyses revealed that Myc and TGF-β pathway alterations were associated with a shorter overall survival (OS) (hazard ratio [HR]: 2.412; 95% confidence interval [CI]: 1.139–5.109; p = 0.018 and HR: 2.754; 95% CI: 1.044–7.265; p = 0.033, respectively). The negative prognostic impact of altered TGF-β pathway was maintained in patients receiving an anti-EGFR antibody. The OS of patients with mCRC carrying MYC and BRAF mutation was shorter than those with either MYC or BRAF mutation (HR: 4.981, 95% CI: 0.296–83.92; p = 0.02). These findings have clinical implications, such as prognosis prediction, treatment guidance, and molecular-targeted therapy development.
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Ros J, Baraibar I, Martini G, Salvà F, Saoudi N, Cuadra-Urteaga JL, Dienstmann R, Tabernero J, Élez E. The Evolving Role of Consensus Molecular Subtypes: a Step Beyond Inpatient Selection for Treatment of Colorectal Cancer. Curr Treat Options Oncol 2021; 22:113. [PMID: 34741675 DOI: 10.1007/s11864-021-00913-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/03/2021] [Indexed: 12/24/2022]
Abstract
OPINION STATEMENT The heterogenous nature of colorectal cancer (CRC) renders it a major clinical challenge. Increasing genomic understanding of CRC has improved our knowledge of this heterogeneity and the main cancer drivers, with significant improvements in clinical outcomes. Comprehensive molecular characterization has allowed clinicians a more precise range of treatment options based on biomarker selection. Furthermore, this deep molecular understanding likely extends therapeutic options to a larger number of patients. The biological associations of consensus molecular subtypes (CMS) with clinical outcomes in localized CRC have been validated in retrospective clinical trials. The prognostic role of CMS has also been confirmed in the metastatic setting, with CMS2 having the best prognosis, whereas CMS1 tumors are associated with a higher risk of progression and death after chemotherapy. Similarly, according to mesenchymal features and immunosuppressive molecules, CMS1 responds to immunotherapy, whereas CMS4 has a poorer prognosis, suggesting that a CMS1 signature could identify patients who may benefit from immune checkpoint inhibitors regardless of microsatellite instability (MSI) status. The main goal of these comprehensive analyses is to switch from "one marker-one drug" to "multi-marker drug combinations" allowing oncologists to give "the right drug to the right patient." Despite the revealing data from transcriptomic analyses, the high rate of intra-tumoral heterogeneity across the different CMS subgroups limits its incorporation as a predictive biomarker. In clinical practice, when feasible, comprehensive genomic tests should be performed to identify potentially targetable alterations, particularly in RAS/BRAF wild-type, MSI, and right-sided tumors. Furthermore, CMS has not only been associated with clinical outcomes and specific tumor and patient phenotypes but also with specific microbiome patterns. Future steps will include the integration of clinical features, genomics, transcriptomics, and microbiota to select the most accurate biomarkers to identify optimal treatments, improving individual clinical outcomes. In summary, CMS is context specific, identifies a level of heterogeneity beyond standard genomic biomarkers, and offers a means of maximizing personalized therapy.
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Affiliation(s)
- Javier Ros
- Medical Oncology, Vall d'Hebron University Hospital and Vall D'Hebron Institute of Oncology (VHIO), Barcelona, Spain. .,Department of Precision Medicine, Medical Oncology, Università Degli Studi Della Campania Luigi Vanvitelli, Naples, Campania, Italy.
| | - Iosune Baraibar
- Medical Oncology, Vall d'Hebron University Hospital and Vall D'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Giulia Martini
- Department of Precision Medicine, Medical Oncology, Università Degli Studi Della Campania Luigi Vanvitelli, Naples, Campania, Italy
| | - Francesc Salvà
- Medical Oncology, Vall d'Hebron University Hospital and Vall D'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Nadia Saoudi
- Medical Oncology, Vall d'Hebron University Hospital and Vall D'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | | | - Rodrigo Dienstmann
- Oncology Data Science (ODysSey) Group, Vall D'Hebron Institute of Oncology (VHIO), Hospital Universitari Vall D'Hebron, Vall D'Hebron Barcelona Hospital Campus (Spain), Barcelona, Spain
| | - Josep Tabernero
- Medical Oncology, Vall d'Hebron University Hospital and Vall D'Hebron Institute of Oncology (VHIO), Barcelona, Spain.,IOB, Barcelona, Spain.,UVic-UCC, Vic, Spain
| | - Elena Élez
- Medical Oncology, Vall d'Hebron University Hospital and Vall D'Hebron Institute of Oncology (VHIO), Barcelona, Spain
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83
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da Cunha IW, de Almeida Coudry R, de Macedo MP, de Assis EACP, Stefani S, Soares FA. A call to action: molecular pathology in Brazil. SURGICAL AND EXPERIMENTAL PATHOLOGY 2021. [DOI: 10.1186/s42047-021-00096-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Abstract
Background
Adoption of molecular pathology in Brazil is currently very limited. Of note, there are no programs for training new molecular pathologists in the country; thus, documents compiling nationally applicable information on molecular pathology are few.
Methods
A selected panel of Brazilian experts in fields related to molecular pathology were provided with a series of relevant questions to address prior to the multi-day conference. Within this conference, each narrative was discussed and edited by the entire group, through numerous drafts and rounds of discussion until a consensus was achieved.
Results
The panel proposes specific and realistic recommendations for implementing molecular pathology in cancer care in Brazil. In creating these recommendations, the authors strived to address all barriers to the widespread use and impediments to access mentioned previously within this manuscript.
Conclusion
This manuscript provides a review of molecular pathology principles as well as the current state of molecular pathology in Brazil. Additionally, the panel proposes practical and actionable recommendations for the implementation of molecular pathology throughout the country in order to increase awareness of the importance molecular pathology in Brazil.
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84
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Hatthakarnkul P, Quinn JA, Matly AAM, Ammar A, van Wyk HC, McMillan DC, Edwards J. Systematic review of tumour budding and association with common mutations in patients with colorectal cancer. Crit Rev Oncol Hematol 2021; 167:103490. [PMID: 34619332 DOI: 10.1016/j.critrevonc.2021.103490] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 09/28/2021] [Accepted: 09/30/2021] [Indexed: 12/26/2022] Open
Abstract
INTRODUCTION Despite a well-known prognostic role in colorectal cancer, the genomic profiling of tumour budding remains to be elucidated. We aim to review the association of common mutations with tumour budding. METHODS A systematic review of studies relating to tumour budding and genetic mutation in CRC was performed. The relationship between mutational status and tumour budding was evaluated using meta-analysis. RESULTS A total of 6153 patients from 17 articles were included. According to the meta-analysis, high-grade tumour budding was significantly associated with KRAS mutation (OR = 1.52, 95 %CI: 1.13-2.02, P = 0.005) and MSS/pMMR (OR = 2.06, 95 %CI: 1.42-2.97, P = 0.0001). CONCLUSION The significant association between high-grade tumour budding and mutated KRAS or MSS/pMMR may suggest a role of these mutations in the development of the tumour budding phenotype and be useful for stratifying patient outcome in CRC.
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Affiliation(s)
- Phimmada Hatthakarnkul
- Institute of Cancer Sciences, University of Glasgow, Wolfson Wohl Cancer Research Centre, Garscube Estate, Glasgow, G61 1QH, United Kingdom.
| | - Jean A Quinn
- Institute of Cancer Sciences, University of Glasgow, Wolfson Wohl Cancer Research Centre, Garscube Estate, Glasgow, G61 1QH, United Kingdom.
| | - Amna Ahmed Mohemmd Matly
- Institute of Cancer Sciences, University of Glasgow, Wolfson Wohl Cancer Research Centre, Garscube Estate, Glasgow, G61 1QH, United Kingdom.
| | - Aula Ammar
- Institute of Cancer Sciences, University of Glasgow, Wolfson Wohl Cancer Research Centre, Garscube Estate, Glasgow, G61 1QH, United Kingdom.
| | - Hester C van Wyk
- School of Medicine, University of Glasgow, Glasgow Royal Infirmary, Alexandria Parade, Glasgow, G31 2ER, United Kingdom.
| | - Donald C McMillan
- School of Medicine, University of Glasgow, Glasgow Royal Infirmary, Alexandria Parade, Glasgow, G31 2ER, United Kingdom.
| | - Joanne Edwards
- Institute of Cancer Sciences, University of Glasgow, Wolfson Wohl Cancer Research Centre, Garscube Estate, Glasgow, G61 1QH, United Kingdom.
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85
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Beypinar I, Demir H, Sakin A, Taskoylu BY, Sakalar T, Ergun Y, Korkmaz M, Ates O, Eren T, Turhal S, Artac M. The Real-Life Data of BRAF Mutation on the Treatment of Colorectal Cancer: a TOG Study. J Gastrointest Cancer 2021; 52:932-939. [PMID: 32914373 DOI: 10.1007/s12029-020-00514-9] [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] [Indexed: 10/23/2022]
Abstract
PURPOSE Colorectal cancer is the third leading diagnosis accounting for nearly 10% of all new cancers worldwide. The distinct features among BRAF mutant colorectal cancers make these tumor groups hard to treat for oncologists. The median overall survival (OS) of these types of cancers is reported to be 9 to 14 months. METHODS The study was declared on the Turkish Oncology Study Group Conference and approved. The patients' data was received from the centers who confirmed to participate. The BRAF-mutated patients were included in the study. The demographic features (age, gender, etc.), type of mutation, tumor localizations, histology, microsatellite instability (MSI) status, metastasis patterns chemotherapeutic agents and progression, and death times were recorded. RESULTS Thirty-nine patients were enrolled in the study. Sixteen patients had concurrent KRAS mutations, while 7 had NRAS mutations. Most of the patients received doublet chemotherapies in combination with anti-VEGF agents in the first and second line of the treatment. There was a significant difference in OS according to the stage which showed a decreased survival in stage IV patients at the time of diagnosis. Concurrent KRAS mutation resulted in increased OS. The median OS was 47 and 24 months favoring the KRAS mutant group. The patients whose primary tumor operated had better survival when compared with other patients. The median OS of the operated group was 47 months, while the non-operated group was 24 months. Liver metastasis was related to worse prognosis at the time of diagnosis in univariate analysis. CONCLUSION In our study we found a high concurrent RAS mutation ratio in a BRAF mutant patient group which was different from prior studies. The concurrent mutations resulted in a favorable outcome in terms of OS which is also different from the current knowledge. More prospective studies are needed especially BRAF-mutated patient population and especially with concurrent RAS mutations.
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Affiliation(s)
- Ismail Beypinar
- Department of Medical Oncology, Eskişehir City Hospital, Eskişehir, Turkey.
| | - Hacer Demir
- Department of Medical Oncology, Afyonkarahisar Health Sciences University, Afyon, Turkey
| | - Abdullah Sakin
- Department of Medical Oncology, Yüzüncü Yıl University, Van, Turkey
| | | | - Teoman Sakalar
- Department of Medical Oncology, Kahramanmaraş Necip Fazıl City Hospital, Kahramanmaraş, Turkey
| | - Yakup Ergun
- Department of Medical Oncology, Ankara Numune Training and Research Hospital, Ankara, Turkey
| | - Mustafa Korkmaz
- Meram Medicine Faculty, Department of Medical Oncology, Necmettin Erbakan University, Konya, Turkey
| | - Ozturk Ates
- Department of Medical Oncology, Abdurrahman Yurtaslan Training and Research Hospital, Ankara, Turkey
| | - Tulay Eren
- Training and Research Hospital, Dışkapı Training and Research Hospital, Ankara, Turkey
| | - Serdar Turhal
- Department of Medical Oncology, Anadolu Health Center, Istanbul, Turkey
| | - Mehmet Artac
- Meram Medicine Faculty, Department of Medical Oncology, Necmettin Erbakan University, Konya, Turkey
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86
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Tabernero J, Grothey A, Van Cutsem E, Yaeger R, Wasan H, Yoshino T, Desai J, Ciardiello F, Loupakis F, Hong YS, Steeghs N, Guren TK, Arkenau HT, Garcia-Alfonso P, Elez E, Gollerkeri A, Maharry K, Christy-Bittel J, Kopetz S. Encorafenib Plus Cetuximab as a New Standard of Care for Previously Treated BRAF V600E-Mutant Metastatic Colorectal Cancer: Updated Survival Results and Subgroup Analyses from the BEACON Study. J Clin Oncol 2021; 39:273-284. [PMID: 33503393 PMCID: PMC8078423 DOI: 10.1200/jco.20.02088] [Citation(s) in RCA: 315] [Impact Index Per Article: 78.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
BEACON CRC evaluated encorafenib plus cetuximab with or without binimetinib versus investigators' choice of irinotecan or FOLFIRI plus cetuximab in patients with BRAFV600E–mutant metastatic colorectal cancer (mCRC), after progression on 1-2 prior regimens. In the previously reported primary analysis, encorafenib, binimetinib plus cetuximab (ENCO/BINI/CETUX; triplet) and encorafenib plus cetuximab (ENCO/CETUX; doublet) regimens improved overall survival (OS) and objective response rate (ORR; by blinded central review) versus standard of care. The purpose of this analysis was to report updated efficacy and safety data.
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Affiliation(s)
- Josep Tabernero
- Vall d'Hebron University Hospital (HUVH), Vall d'Hebron Institute of Oncology (VHIO), UVic-UCC, IOB-Quiron, Barcelona, Spain
| | | | - Eric Van Cutsem
- University Hospitals Gasthuisberg Leuven and KU Leuven, Leuven, Belgium
| | - Rona Yaeger
- Memorial Sloan-Kettering Cancer Center, New York, NY
| | - Harpreet Wasan
- Hammersmith Hospital, Department of Cancer Medicine, Imperial College London, London, United Kingdom
| | | | - Jayesh Desai
- Royal Melbourne Hospital and Peter MacCallum Cancer Centre, Walter and Aliza Hall Institute, Parkville, Australia
| | | | | | | | | | | | - Hendrik-Tobias Arkenau
- Sarah Cannon Research Institute, UCL Cancer Institute, University College London, London, United Kingdom
| | | | - Elena Elez
- Vall d'Hebron University Hospital (HUVH), Vall d'Hebron Institute of Oncology (VHIO), UVic-UCC, IOB-Quiron, Barcelona, Spain
| | | | | | | | - Scott Kopetz
- The University of Texas MD Anderson Cancer Center, Houston, TX
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87
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Angerilli V, Fontana E, Lonardi S, Sbaraglia M, Borelli B, Munari G, Salmaso R, Guzzardo V, Spolverato G, Pucciarelli S, Pilati P, Hahne JC, Bergamo F, Zagonel V, Dei Tos AP, Sadanandam A, Loupakis F, Valeri N, Fassan M. Intratumor morphologic and transcriptomic heterogeneity in V600EBRAF-mutated metastatic colorectal adenocarcinomas. ESMO Open 2021; 6:100211. [PMID: 34271310 PMCID: PMC8282957 DOI: 10.1016/j.esmoop.2021.100211] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 06/23/2021] [Accepted: 06/25/2021] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Intratumor heterogeneity (ITH) is described as the presence of various clones within one tumor, each with their own unique features in terms of morphology, inflammation, genetics or transcriptomics. Heterogeneity provides the fuel for drug resistance; therefore, an accurate assessment of tumor heterogeneity is essential for the development of effective therapies. The purpose of this study was to dissect morphologic and molecular ITH in colorectal adenocarcinoma. MATERIALS AND METHODS A series of 120 V600EBRAF-mutated (V600EBRAFmt) consecutive metastatic colorectal adenocarcinomas was assessed for morphologic heterogeneity. The two heterogeneous components of each specimen underwent a histopathological, immunohistochemical and molecular characterization to evaluate: histologic variant, grading, tumor-infiltrating lymphocytes (TILs), mismatch repair proteins' expression, KRAS/BRAF/NRAS mutations, microsatellite instability (MSI) status and consensus molecular subtype (CMS). RESULTS Thirty-one out of 120 (25.8%) V600EBRAFmt primary colorectal adenocarcinomas presented a heterogeneous morphology. Among these, eight cases had adequate material for molecular profiling. Five out of the eight (62.5%) cases resulted instable at MSI testing. The majority (62.5%) of the samples showed a CMS4 phenotype based on gene expression profiling. Heterogeneity in CMS classification was observed in four out of eight cases. One out of eight cases presented significant heterogeneity in the number of TILs between the two components of the tumor. CONCLUSIONS Although the distribution of the immune infiltrate appears relatively conserved among heterogeneous areas of the same tumor, changes in gene expression profile and CMS occur in 50% of V600EBRAFmt adenocarcinoma cases in our small series and might contribute to variability in response to anticancer therapy and clinical outcomes. Assessment of morphological and molecular ITH is needed to improve colorectal cancer classification and to tailor anticancer treatments and should be included in the pathology report.
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Affiliation(s)
- V Angerilli
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy
| | - E Fontana
- Division of Molecular Pathology, Institute of Cancer Research, London, UK
| | - S Lonardi
- Medical Oncology Unit 3, Department of Oncology, Veneto Institute of Oncology IOV-IRCCS, Castelfranco Veneto, Italy
| | - M Sbaraglia
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy
| | - B Borelli
- Department of Translational Research and New Technologies in Medicine and Surgery, Unit of Medical Oncology, Azienda Ospedaliero-Universitaria Pisana, University of Pisa, Pisa, Italy
| | - G Munari
- Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - R Salmaso
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy
| | - V Guzzardo
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy
| | - G Spolverato
- Department of Surgery, Oncology & Gastroenterology, 1st Surgery Unit, University of Padua, Padua, Italy
| | - S Pucciarelli
- Department of Surgery, Oncology & Gastroenterology, 1st Surgery Unit, University of Padua, Padua, Italy
| | - P Pilati
- Surgery Unit, Veneto Institute of Oncology IOV-IRCCS, Castelfranco Veneto, Italy
| | - J C Hahne
- Division of Molecular Pathology, Institute of Cancer Research, London, UK
| | - F Bergamo
- Medical Oncology Unit 1, Department of Oncology, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - V Zagonel
- Medical Oncology Unit 1, Department of Oncology, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - A P Dei Tos
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy
| | - A Sadanandam
- Division of Molecular Pathology, Institute of Cancer Research, London, UK
| | - F Loupakis
- Department of Surgery, Oncology & Gastroenterology, 1st Surgery Unit, University of Padua, Padua, Italy
| | - N Valeri
- Division of Molecular Pathology, Institute of Cancer Research, London, UK; Division of Surgery and Cancer, Imperial College London, London, UK
| | - M Fassan
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy; Veneto Institute of Oncology IOV-IRCCS, Padua, Italy.
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88
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Cen S, Liu K, Zheng Y, Shan J, Jing C, Gao J, Pan H, Bai Z, Liu Z. BRAF Mutation as a Potential Therapeutic Target for Checkpoint Inhibitors: A Comprehensive Analysis of Immune Microenvironment in BRAF Mutated Colon Cancer. Front Cell Dev Biol 2021; 9:705060. [PMID: 34381786 PMCID: PMC8350390 DOI: 10.3389/fcell.2021.705060] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Accepted: 06/30/2021] [Indexed: 12/11/2022] Open
Abstract
BRAF mutated colon cancer presents with poor survival, and the treatment strategies are controversial. The tumor microenvironment, which plays a key role in tumorigenesis as well as responses to treatments, of this subtype is largely unknown. In the present study, we analyzed the differences of immune microenvironments between BRAF mutated and BRAF wild-type colon cancer utilizing datasets from The Cancer Genome Atlas and Gene Expression Omnibus and confirmed the findings by tissue specimens of patients. We found that BRAF mutated colon cancer had more stromal cells, more immune cell infiltration, and lower tumor purity. Many immunotherapeutic targets, including PD-1, PD-L1, CTLA-4, LAG-3, and TIM-3, were highly expressed in BRAF mutated patients. BRAF mutation was also correlated with higher proportions of neutrophils and macrophages M1, and lower proportions of plasma cells, dendritic cells resting, and T cells CD4 naïve. In conclusion, our study demonstrates a different pattern of the immune microenvironment in BRAF mutated colon cancer and provides insights into the future use of checkpoint inhibitors in this subgroup of patients.
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Affiliation(s)
- Shuyi Cen
- Department of Oncology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Kun Liu
- Department of General Surgery, Beijing Friendship Hospital, Capital Medical University, Beijing, China.,Clinical Center for Colorectal Cancerm, Capital Medical University, Beijing, China.,Beijing Key Laboratory of Cancer Invasion and Metastasis Research, Beijing, China.,National Clinical Research Center for Digestive Diseases, Beijing, China
| | - Yu Zheng
- Department of Oncology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Jianzhen Shan
- Department of Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Chao Jing
- Department of General Surgery, Beijing Friendship Hospital, Capital Medical University, Beijing, China.,Clinical Center for Colorectal Cancerm, Capital Medical University, Beijing, China.,Beijing Key Laboratory of Cancer Invasion and Metastasis Research, Beijing, China.,National Clinical Research Center for Digestive Diseases, Beijing, China
| | - Jiale Gao
- Department of General Surgery, Beijing Friendship Hospital, Capital Medical University, Beijing, China.,Clinical Center for Colorectal Cancerm, Capital Medical University, Beijing, China.,Beijing Key Laboratory of Cancer Invasion and Metastasis Research, Beijing, China.,National Clinical Research Center for Digestive Diseases, Beijing, China
| | - Hongming Pan
- Department of Oncology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Zhigang Bai
- Department of General Surgery, Beijing Friendship Hospital, Capital Medical University, Beijing, China.,Clinical Center for Colorectal Cancerm, Capital Medical University, Beijing, China.,Beijing Key Laboratory of Cancer Invasion and Metastasis Research, Beijing, China.,National Clinical Research Center for Digestive Diseases, Beijing, China
| | - Zhen Liu
- Department of Oncology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
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Giordano G, Parcesepe P, Bruno G, Piscazzi A, Lizzi V, Remo A, Pancione M, D’Andrea MR, De Santis E, Coppola L, Pietrafesa M, Fersini A, Ambrosi A, Landriscina M. Evidence-Based Second-Line Treatment in RAS Wild-Type/Mutated Metastatic Colorectal Cancer in the Precision Medicine Era. Int J Mol Sci 2021; 22:7717. [PMID: 34299337 PMCID: PMC8307359 DOI: 10.3390/ijms22147717] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2021] [Revised: 07/05/2021] [Accepted: 07/09/2021] [Indexed: 02/08/2023] Open
Abstract
Target-oriented agents improve metastatic colorectal cancer (mCRC) survival in combination with chemotherapy. However, the majority of patients experience disease progression after first-line treatment and are eligible for second-line approaches. In such a context, antiangiogenic and anti-Epidermal Growth Factor Receptor (EGFR) agents as well as immune checkpoint inhibitors have been approved as second-line options, and RAS and BRAF mutations and microsatellite status represent the molecular drivers that guide therapeutic choices. Patients harboring K- and N-RAS mutations are not eligible for anti-EGFR treatments, and bevacizumab is the only antiangiogenic agent that improves survival in combination with chemotherapy in first-line, regardless of RAS mutational status. Thus, the choice of an appropriate therapy after the progression to a bevacizumab or an EGFR-based first-line treatment should be evaluated according to the patient and disease characteristics and treatment aims. The continuation of bevacizumab beyond progression or its substitution with another anti-angiogenic agents has been shown to increase survival, whereas anti-EGFR monoclonals represent an option in RAS wild-type patients. In addition, specific molecular subgroups, such as BRAF-mutated and Microsatellite Instability-High (MSI-H) mCRCs represent aggressive malignancies that are poorly responsive to standard therapies and deserve targeted approaches. This review provides a critical overview about the state of the art in mCRC second-line treatment and discusses sequential strategies according to key molecular biomarkers.
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Affiliation(s)
- Guido Giordano
- Unit of Medical Oncology and Biomolecular Therapy, Department of Medical and Surgical Sciences, University of Foggia, Policlinico Riuniti, 71122 Foggia, Italy; (G.B.); (A.P.)
| | - Pietro Parcesepe
- Department of Diagnostics and Public Health—Section of Pathology, University and Hospital Trust of Verona, 37134 Verona, Italy;
| | - Giuseppina Bruno
- Unit of Medical Oncology and Biomolecular Therapy, Department of Medical and Surgical Sciences, University of Foggia, Policlinico Riuniti, 71122 Foggia, Italy; (G.B.); (A.P.)
| | - Annamaria Piscazzi
- Unit of Medical Oncology and Biomolecular Therapy, Department of Medical and Surgical Sciences, University of Foggia, Policlinico Riuniti, 71122 Foggia, Italy; (G.B.); (A.P.)
| | - Vincenzo Lizzi
- General Surgey Unit, Policlinico Riuniti, 71122 Foggia, Italy;
| | - Andrea Remo
- Pathology Unit “Mater Salutis” Hospital, ULSS9, Legnago, 37045 Verona, Italy;
| | - Massimo Pancione
- Department of Sciences and Technologies, University of Sannio, 82100 Benevento, Italy;
| | | | - Elena De Santis
- Department of Anatomical, Histological, Forensic Medicine and Orthopedic Sciences, Sapienza University of Rome, 00185 Rome, Italy;
| | - Luigi Coppola
- UOC Anatomia ed Istologia Patologica e Citologia Diagnostica, Dipartimento dei Servizi Diagnostici e della Farmaceutica, Ospedale Sandro Pertini, ASL Roma 2, 00157 Roma, Italy;
| | - Michele Pietrafesa
- Laboratory of Pre-Clinical and Translational Research, IRCCS, Referral Cancer Center of Basilicata (CROB), Rionero in Vulture, 85028 Potenza, Italy;
| | - Alberto Fersini
- General Surgery Unit, Department of Medical and Surgical Sciences, University of Foggia, Policlinico Riuniti, 71122 Foggia, Italy; (A.F.); (A.A.)
| | - Antonio Ambrosi
- General Surgery Unit, Department of Medical and Surgical Sciences, University of Foggia, Policlinico Riuniti, 71122 Foggia, Italy; (A.F.); (A.A.)
| | - Matteo Landriscina
- Unit of Medical Oncology and Biomolecular Therapy, Department of Medical and Surgical Sciences, University of Foggia, Policlinico Riuniti, 71122 Foggia, Italy; (G.B.); (A.P.)
- Laboratory of Pre-Clinical and Translational Research, IRCCS, Referral Cancer Center of Basilicata (CROB), Rionero in Vulture, 85028 Potenza, Italy;
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Common and mutation specific phenotypes of KRAS and BRAF mutations in colorectal cancer cells revealed by integrative -omics analysis. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH : CR 2021; 40:225. [PMID: 34233735 PMCID: PMC8265010 DOI: 10.1186/s13046-021-02025-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 06/18/2021] [Indexed: 12/13/2022]
Abstract
BACKGROUND Genes in the Ras pathway have somatic mutations in at least 60 % of colorectal cancers. Despite activating the same pathway, the BRAF V600E mutation and the prevalent mutations in codon 12 and 13 of KRAS have all been linked to different clinical outcomes, but the molecular mechanisms behind these differences largely remain to be clarified. METHODS To characterize the similarities and differences between common activating KRAS mutations and between KRAS and BRAF mutations, we used genome editing to engineer KRAS G12C/D/V and G13D mutations in colorectal cancer cells that had their mutant BRAF V600E allele removed and subjected them to transcriptome sequencing, global proteomics and metabolomics analyses. RESULTS By intersecting differentially expressed genes, proteins and metabolites, we uncovered (i) two-fold more regulated genes and proteins when comparing KRAS to BRAF mutant cells to those lacking Ras pathway mutation, (ii) five differentially expressed proteins in KRAS mutants compared to cells lacking Ras pathway mutation (IFI16, S100A10, CD44, GLRX and AHNAK2) and 6 (CRABP2, FLNA, NXN, LCP1, S100A10 and S100A2) compared to BRAF mutant cells, (iii) 19 proteins expressed differentially in a KRAS mutation specific manner versus BRAF V600E cells, (iv) regulation of the Integrin Linked Kinase pathway by KRAS but not BRAF mutation, (v) regulation of amino acid metabolism, particularly of the tyrosine, histidine, arginine and proline pathways, the urea cycle and purine metabolism by Ras pathway mutations, (vi) increased free carnitine in KRAS and BRAF mutant RKO cells. CONCLUSIONS This comprehensive integrative -omics analysis confirms known and adds novel genes, proteins and metabolic pathways regulated by mutant KRAS and BRAF signaling in colorectal cancer. The results from the new model systems presented here can inform future development of diagnostic and therapeutic approaches targeting tumors with KRAS and BRAF mutations.
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Pretreatment 18F-FDG PET/CT Imaging Predicts the KRAS/NRAS/BRAF Gene Mutational Status in Colorectal Cancer. JOURNAL OF ONCOLOGY 2021; 2021:6687291. [PMID: 34239564 PMCID: PMC8233098 DOI: 10.1155/2021/6687291] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 06/11/2021] [Indexed: 02/08/2023]
Abstract
Objective To investigate the association between KRAS/NRAS/BRAF mutations and metabolic parameters of pretreatment 18F-FDG PET/CT in colorectal cancer (CRC). Methods A total of 85 patients with CRC were included in the study. PET/CT was performed in all the patients before surgery. The histopathological examination and analysis of the gene mutational status of the primary tumor were conducted. The associations among clinical features, PET metabolic parameters, and the gene mutational status were investigated. Moreover, receiver operating characteristic (ROC) curves for maximum standard uptake value (SUVmax) of the primary tumor were generated along with analysis of the target tissue to nontarget tissue ratio (T/NT) for predicting the efficacy of KRAS/NRAS/BRAF mutations in CRC. Finally, the corresponding area under the curve, the optimal cutoff value, and the corresponding sensitivity and specificity were obtained. Results The mutation rate of KRAS/NRAS/BRAF was 54.12% (46/85). In addition, both SUVmax and T/NT were significantly higher in the KRAS/NRAS/BRAF-mutation groups compared to the wild-type group (15.88 ± 6.71 vs. 12.59 ± 5.79, 8.04 ± 3.03 vs. 6.38 ± 2.80; P=0.012 and 0.004, respectively). Results from the ROC curve also showed that the cutoff values for T/NT and SUVmax were 5.14 and 12.40, respectively, while the predictive accuracy was 0.682 and 0.647, respectively. On the other hand, the sensitivity was 91.30% and 65.22% while the specificity was 43.59% and 64.10%, respectively. Moreover, univariate analysis showed that the KRAS/NRAS/BRAF mutation was not significantly associated with gender, age, lesion location, tumor length, pathological type, tissue differentiation, and UICC staging (all P > 0.05). Conclusion T/NT ratio and SUVmax could be the potential surrogate imaging indicators to predict the KRAS/NRAS/BRAF mutational status in CRC patients.
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Moretto R, Giordano M, Poma AM, Passardi A, Boccaccino A, Pietrantonio F, Tomasello G, Aprile G, Lonardi S, Conca V, Granetto C, Frassoldati A, Clavarezza M, Bertolini AS, Germani MM, Ugolini C, Fontanini G, Masi G, Falcone A, Cremolini C. Exploring clinical and gene expression markers of benefit from FOLFOXIRI/bevacizumab in patients with BRAF-mutated metastatic colorectal cancer: Subgroup analyses of the TRIBE2 study. Eur J Cancer 2021; 153:16-26. [PMID: 34126333 DOI: 10.1016/j.ejca.2021.04.039] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 04/19/2021] [Accepted: 04/24/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND Recent data from the TRIBE2 study have failed to suggest a higher magnitude of benefit from upfront FOLFOXIRI/bevacizumab in patients with BRAF-mutant metastatic colorectal cancer (mCRC) as previously reported in the TRIBE study. PATIENTS AND METHODS Clinical characteristics and gene expression signatures of patients with BRAF-mutant mCRC enrolled in the TRIBE2 study were evaluated with the aim of understanding that patients may derive benefit from the intensification of the upfront chemotherapy. RESULTS Of 46 BRAF-mutant tumour samples analysed, 24 (52%) and 22 (48%) were classified as BM1 and BM2, respectively, and 27 (59%) and 19 (41%) were assigned to ligand-independent (LI) and ligand-dependent (LD) Wnt pathway subgroups, respectively. No prognostic impact was shown for both BM1/BM2 and LI/LD subtypes. No interaction was evident between BM1/BM2 or LI/LD signatures and the benefit provided by FOLFOXIRI/bevacizumab. Significant interaction effect was evident in terms of progression-free survival between treatment arm and primary tumour sidedness (P = 0.05) and Eastern Cooperative Oncology Group performance status (ECOG-PS; P < 0.001). CONCLUSIONS Gene expression analysis failed to identify patients with BRAF-mutant mCRC candidate to upfront FOLFOXIRI/bevacizumab. ECOG-PS >0 and left-sidedness seem associated with no benefit from the intensified treatment.
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Affiliation(s)
- Roberto Moretto
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
| | - Mirella Giordano
- Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Anello M Poma
- Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, Pisa, Italy
| | - Alessandro Passardi
- Department of Medical Oncology, IRCCS Istituto Romagnolo per Lo Studio Dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Alessandra Boccaccino
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy; Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Filippo Pietrantonio
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Oncology and Hemato-oncology Department, University of Milan, Milan, Italy
| | - Gianluca Tomasello
- Oncology Unit, Oncology Department, ASST of Cremona, Cremona, Italy; UOC Medical Oncology, IRCCS Foundation Ca' Granda Maggiore Hospital Policlinic, Milan, Italy
| | - Giuseppe Aprile
- Department of Oncology, University and General Hospital, Udine, Italy; Department of Oncology, San Bortolo General Hospital, Vicenza, Italy
| | - Sara Lonardi
- Early Phase Clinical Trial Unit, Department of Oncology, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy; Medical Oncology Unit 1, Department of Oncology, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - Veronica Conca
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy; Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Cristina Granetto
- Medical Oncology, Azienda Ospedaliera S., Croce e Carle Ospedale di Insegnamento, Cuneo, Italy
| | - Antonio Frassoldati
- Clinical Oncology, Oncology Department, Azienda Ospedaliero Universitaria di Ferrara, Ferrara, Italy
| | | | | | - Marco M Germani
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy; Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Clara Ugolini
- Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, Pisa, Italy
| | - Gabriella Fontanini
- Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, Pisa, Italy
| | - Gianluca Masi
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy; Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Alfredo Falcone
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy; Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Chiara Cremolini
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy; Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy.
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Abstract
OPINION STATEMENT Treatment recommendations for advanced gastroenteropancreatic neuroendocrine carcinomas (GEP-NEC) are based on uncontrolled, mainly retrospective data. Chemotherapy can offer palliative relief, but long-lasting complete responses or cures are rare. The European Neuroendocrine Tumour Society (ENETS) and European Society for Medical Oncology (ESMO) recommend platinum-based chemotherapy as first-line treatment. This has been the golden standard since the late 1980s and has been evaluated in mostly retrospective clinical studies. However, progression is inevitable for most patients. Unfortunately, data on effective second-line treatment options are scant, and ENETS and ESMO recommendations propose fluorouracil- or temozolomide-based chemotherapy schedules. As such, there is a huge unmet need for improved care. Improved knowledge on GEP-NEC biology may provide a pathway towards more effective interventions including chemotherapy, targeted gene therapy, peptide receptor radionuclide therapy, as well as immune checkpoint inhibitors. The review summarises this current state of the art as well as the most promising developments for systemic therapy in GEP-NEC patients.
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Grbčić P, Fučkar Čupić D, Gamberi T, Kraljević Pavelić S, Sedić M. Proteomic Profiling of BRAFV600E Mutant Colon Cancer Cells Reveals the Involvement of Nucleophosmin/c-Myc Axis in Modulating the Response and Resistance to BRAF Inhibition by Vemurafenib. Int J Mol Sci 2021; 22:ijms22126174. [PMID: 34201061 PMCID: PMC8228139 DOI: 10.3390/ijms22126174] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 05/31/2021] [Accepted: 06/03/2021] [Indexed: 12/18/2022] Open
Abstract
BRAFV600E mutations are found in approximately 10% of colorectal cancer patients and are associated with worse prognosis and poor outcomes with systemic therapies. The aim of this study was to identify novel druggable features of BRAFV600E-mutated colon cancer (CC) cells associated with the response and resistance to BRAFV600E inhibitor vemurafenib. Towards this aim, we carried out global proteomic profiling of BRAFV600E mutant vs. KRAS mutant/BRAF wild-type and double wild-type KRAS/BRAF CC cells followed by bioinformatics analyses. Validation of selected proteomic features was performed by immunohistochemistry and in silico using the TCGA database. We reveal an increased abundance and activity of nucleophosmin (NPM1) in BRAFV600E-mutated CC in vitro, in silico and in tumor tissues from colon adenocarcinoma patients and demonstrate the roles of NPM1 and its interaction partner c-Myc in conveying the resistance to vemurafenib. Pharmacological inhibition of NPM1 effectively restored the sensitivity of vemurafenib-resistant BRAF-mutated CC cells by down-regulating c-Myc expression and activity and consequently suppressing its transcriptional targets RanBP1 and phosphoserine phosphatase that regulate centrosome duplication and serine biosynthesis, respectively. Altogether, findings from this study suggest that the NPM1/c-Myc axis could represent a promising therapeutic target to thwart resistance to vemurafenib in BRAF-mutated CC.
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Affiliation(s)
- Petra Grbčić
- Department of Biotechnology, University of Rijeka, Radmile Matejčić 2, 51000 Rijeka, Croatia;
| | - Dora Fučkar Čupić
- Faculty of Medicine, University of Rijeka, Ul. Braće Branchetta 20/1, 51000 Rijeka, Croatia;
| | - Tania Gamberi
- Dipartimento di Scienze Biomediche, Sperimentali e Cliniche Mario Serio, University of Florence, Viale Morgagni 50, 50134 Florence, Italy;
| | | | - Mirela Sedić
- Department of Biotechnology, University of Rijeka, Radmile Matejčić 2, 51000 Rijeka, Croatia;
- Correspondence: ; Tel.: +385-51-584-574
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Parimbelli E, Wilk S, Cornet R, Sniatala P, Sniatala K, Glaser SLC, Fraterman I, Boekhout AH, Ottaviano M, Peleg M. A review of AI and Data Science support for cancer management. Artif Intell Med 2021; 117:102111. [PMID: 34127240 DOI: 10.1016/j.artmed.2021.102111] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 12/23/2020] [Accepted: 05/11/2021] [Indexed: 02/09/2023]
Abstract
INTRODUCTION Thanks to improvement of care, cancer has become a chronic condition. But due to the toxicity of treatment, the importance of supporting the quality of life (QoL) of cancer patients increases. Monitoring and managing QoL relies on data collected by the patient in his/her home environment, its integration, and its analysis, which supports personalization of cancer management recommendations. We review the state-of-the-art of computerized systems that employ AI and Data Science methods to monitor the health status and provide support to cancer patients managed at home. OBJECTIVE Our main objective is to analyze the literature to identify open research challenges that a novel decision support system for cancer patients and clinicians will need to address, point to potential solutions, and provide a list of established best-practices to adopt. METHODS We designed a review study, in compliance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, analyzing studies retrieved from PubMed related to monitoring cancer patients in their home environments via sensors and self-reporting: what data is collected, what are the techniques used to collect data, semantically integrate it, infer the patient's state from it and deliver coaching/behavior change interventions. RESULTS Starting from an initial corpus of 819 unique articles, a total of 180 papers were considered in the full-text analysis and 109 were finally included in the review. Our findings are organized and presented in four main sub-topics consisting of data collection, data integration, predictive modeling and patient coaching. CONCLUSION Development of modern decision support systems for cancer needs to utilize best practices like the use of validated electronic questionnaires for quality-of-life assessment, adoption of appropriate information modeling standards supplemented by terminologies/ontologies, adherence to FAIR data principles, external validation, stratification of patients in subgroups for better predictive modeling, and adoption of formal behavior change theories. Open research challenges include supporting emotional and social dimensions of well-being, including PROs in predictive modeling, and providing better customization of behavioral interventions for the specific population of cancer patients.
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Affiliation(s)
| | - S Wilk
- Poznan University of Technology, Poland
| | - R Cornet
- Amsterdam University Medical Centre, the Netherlands
| | | | | | - S L C Glaser
- Amsterdam University Medical Centre, the Netherlands
| | - I Fraterman
- Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - A H Boekhout
- Netherlands Cancer Institute, Amsterdam, the Netherlands
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Liu S, Zhang Y, Shang X, Zhang Z. ProTICS reveals prognostic impact of tumor infiltrating immune cells in different molecular subtypes. Brief Bioinform 2021; 22:6271999. [PMID: 33963834 DOI: 10.1093/bib/bbab164] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 04/05/2021] [Accepted: 04/02/2021] [Indexed: 12/15/2022] Open
Abstract
Different subtypes of the same cancer often show distinct genomic signatures and require targeted treatments. The differences at the cellular and molecular levels of tumor microenvironment in different cancer subtypes have significant effects on tumor pathogenesis and prognostic outcomes. Although there have been significant researches on the prognostic association of tumor infiltrating lymphocytes in selected histological subtypes, few investigations have systemically reported the prognostic impacts of immune cells in molecular subtypes, as quantified by machine learning approaches on multi-omics datasets. This paper describes a new computational framework, ProTICS, to quantify the differences in the proportion of immune cells in tumor microenvironment and estimate their prognostic effects in different subtypes. First, we stratified patients into molecular subtypes based on gene expression and methylation profiles by applying nonnegative tensor factorization technique. Then we quantified the proportion of cell types in each specimen using an mRNA-based deconvolution method. For tumors in each subtype, we estimated the prognostic effects of immune cell types by applying Cox proportional hazard regression. At the molecular level, we also predicted the prognosis of signature genes for each subtype. Finally, we benchmarked the performance of ProTICS on three TCGA datasets and another independent METABRIC dataset. ProTICS successfully stratified tumors into different molecular subtypes manifested by distinct overall survival. Furthermore, the different immune cell types showed distinct prognostic patterns with respect to molecular subtypes. This study provides new insights into the prognostic association between immune cells and molecular subtypes, showing the utility of immune cells as potential prognostic markers. Availability: R code is available at https://github.com/liu-shuhui/ProTICS.
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Affiliation(s)
- Shuhui Liu
- School of Computer Science, Northwestern Polytechnical University, Xi'an, 710129, Shaanxi, China.,Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, M5S 3E1, ON, Canada.,Department of Computer Science, University of Toronto, Toronto, M5S 2E4, ON, Canada
| | - Yupei Zhang
- School of Computer Science, Northwestern Polytechnical University, Xi'an, 710129, Shaanxi, China
| | - Xuequn Shang
- School of Computer Science, Northwestern Polytechnical University, Xi'an, 710129, Shaanxi, China
| | - Zhaolei Zhang
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, M5S 3E1, ON, Canada.,Department of Computer Science, University of Toronto, Toronto, M5S 2E4, ON, Canada.,Department of Molecular Genetics, University of Toronto, Toronto, M5S 1A8, ON, Canada
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Grothey A, Fakih M, Tabernero J. Management of BRAF-mutant metastatic colorectal cancer: a review of treatment options and evidence-based guidelines. Ann Oncol 2021; 32:959-967. [PMID: 33836264 DOI: 10.1016/j.annonc.2021.03.206] [Citation(s) in RCA: 109] [Impact Index Per Article: 27.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 03/24/2021] [Accepted: 03/25/2021] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Colorectal cancer (CRC) is still a leading cause of cancer-related deaths in the United States and worldwide, despite recent improvements in cancer management. CRC, like many malignancies, is a heterogeneous disease, with subtypes characterized by genetic alterations. One common mutation in CRC is in the BRAF gene (most commonly V600E substitution). This occurs in ∼10% of patients with metastatic CRC (mCRC) and is a marker of poor prognosis. DESIGN Herein, we review the clinical and translational literature on the role of the BRAF V600E mutation in the pathogenesis of mCRC, its mechanisms as a prognostic marker, and its potential utility as a predictive marker of treatment response. We then summarize the current evidence-based recommendations for management of BRAF V600E-mutated mCRC, with a focus on recent clinical research advances in this setting. RESULTS The current standard therapies for first-line treatment of BRAF-mutated mCRC are chemotherapy with bevacizumab as well as 5-fluorouracil, leucovorin, oxaliplatin, and irinotecan (FOLFOXIRI) plus bevacizumab in patients with a good performance status. Combination strategies involving mitogen-activated protein kinase (MAPK) pathway blockade have shown promising results for the treatment of patients with BRAF V600E-mutated mCRC. The Binimetinib, Encorafenib, And Cetuximab cOmbiNed to treat BRAF-mutant ColoRectal Cancer (BEACON CRC) study represents the largest study in this population to date and has given strong clinical evidence to support BRAF and epidermal growth factor receptor inhibition with the combination of encorafenib plus cetuximab. CONCLUSIONS The treatment of BRAF-mutated mCRC has evolved rapidly over the last several years. Recently, combination strategies involving MAPK pathway blockade have shown promising results in BRAF V600E-mutated mCRC, and other potential targets continue to be explored. In addition, a greater understanding of the role of BRAF V600E mutation in the pathogenesis of CRC should also continue to fuel advances in the management of patients with mCRC harboring this genetic aberration.
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Affiliation(s)
- A Grothey
- West Cancer Center and Research Institute, OneOncology, Germantown, USA
| | - M Fakih
- Department of Medical Oncology, City of Hope National Medical Center, Duarte, USA
| | - J Tabernero
- Vall d'Hebron Hospital Campus, Vall d'Hebron Institute of Oncology, UVIC-UCC, IOB-Quiron, Barcelona, Spain.
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Tu J, Yao Z, Wu W, Ju J, Xu Y, Liu Y. Perineural Invasion Is a Strong Prognostic Factor but Not a Predictive Factor of Response to Adjuvant Chemotherapy in Node-Negative Colon Cancer. Front Oncol 2021; 11:663154. [PMID: 33859950 PMCID: PMC8042311 DOI: 10.3389/fonc.2021.663154] [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: 02/02/2021] [Accepted: 03/04/2021] [Indexed: 12/19/2022] Open
Abstract
Purpose To validate the prognostic value and evaluate the predictive value of response to adjuvant chemotherapy of perineural invasion (PNI) in node-negative colon cancer using the National Cancer Institute's Surveillance, Epidemiology, and End Results (SEER) 18 tumor registry database. Methods Patients diagnosed with colon cancer from the SEER database between January 1, 2010 and December 31, 2015 were identified. Chi-square analysis was performed to evaluate different demographic and clinical features of patients between PNI-negative (PNI (-)) and PNI-positive (PNI (+)) groups. Univariate and multivariate Cox proportional hazard regression models were built to examine the relationship of demographic and clinical features and survival outcomes with the hazard ratios (HRs) and 95% confidence intervals (CIs). Results In total, 57,255 node-negative colon cancer patients were extracted from the SEER database. The receipt of chemotherapy was not an independent prognostic factor for CSS in T3 colon cancer with or without the presence of PNI (P >0.05). The receipt of chemotherapy was independently associated with 34.0% decreased risk of cancer-specific mortality compared with those without the receipt of chemotherapy in T4 colon cancer without the presence of PNI (HR = 0.660, 95%CI = 0.559-0.779, P <0.001); the receipt of chemotherapy was independently associated with 36.0% decreased risk of cancer-specific mortality compared with those without the receipt of chemotherapy in T4 colon cancer with the presence of PNI (HR = 0.640, 95%CI = 0.438-0.935, P = 0.021). Conclusions The present study demonstrated the poor prognosis of PNI (+) in both stage I and II colon cancer. However, the presence of PNI was not a predictive factor of response to adjuvant chemotherapy in node-negative colon cancer.
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Affiliation(s)
- Junhao Tu
- Department of General Surgery, Suzhou Wuzhong People's Hospital, Suzhou, China
| | - Zongxi Yao
- Department of General Surgery, Suzhou Wuzhong People's Hospital, Suzhou, China
| | - Wenqing Wu
- Department of General Surgery, Suzhou Wuzhong People's Hospital, Suzhou, China
| | - Jianxiang Ju
- Department of General Surgery, Suzhou Wuzhong People's Hospital, Suzhou, China
| | - Yinkai Xu
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Yulin Liu
- Department of General Surgery, Suzhou Wuzhong People's Hospital, Suzhou, China
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El agy F, el Bardai S, El Otmani I, Benbrahim Z, Karim IMH, Mazaz K, Benjelloun EB, Ousadden A, El Abkari M, Ibrahimi SA, Chbani L. Mutation status and prognostic value of KRAS and NRAS mutations in Moroccan colon cancer patients: A first report. PLoS One 2021; 16:e0248522. [PMID: 33784337 PMCID: PMC8009361 DOI: 10.1371/journal.pone.0248522] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2020] [Accepted: 02/27/2021] [Indexed: 12/12/2022] Open
Abstract
This study aimed to estimate the incidence of KRAS, NRAS, and BRAF mutations in the Moroccan population, and investigate the associations of KRAS and NRAS gene mutations with clinicopathological characteristics and their prognosis value. To achieve these objectives, we reviewed medical and pathology reports for 210 patients. RAS testing was investigated by Sanger sequencing and Pyrosequencing technology. BRAF (exon 15) status was analyzed by the Sanger method. The expression of MMR proteins was evaluated by Immunohistochemistry. KRAS and NRAS mutations were found in 36.7% and 2.9% of 210 patients, respectively. KRAS exon 2 mutations were identified in 76.5% of the cases. RAS-mutated colon cancers were significantly associated with female gender, presence of vascular invasion, classical adenocarcinoma, moderately differentiated tumors, advanced TNM stage III-IV, left colon site, higher incidence of distant metastases at the time of diagnostic, microsatellite stable phenotype, lower number of total lymph nodes, and higher means of positive lymph nodes and lymph node ratio. KRAS exon 2-mutated colon cancers, compared with KRAS wild-type colon cancers were associated with the same clinicopathological features of RAS-mutated colon cancers. NRAS-mutated patients were associated with lower total lymph node rate and the presence of positive lymph node. Rare RAS-mutated tumors, compared with wild-type tumors were more frequently moderately differentiated and associated with lower lymph node rate. We found that KRAS codon 13-mutated, tumors compared to codon 12-mutated tumors were significantly correlated with a higher death cases number, a lower rate of positive lymph, lower follow-up time, and poor overall survival. Our findings show that KRAS and NRAS mutations have distinct clinicopathological features. KRAS codon 13-mutated status was the worst predictor of prognosis at all stages in our population.
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Affiliation(s)
- Fatima El agy
- Faculty of Medicine and Pharmacy, Laboratory of Biomedical and Translational Research, Sidi Mohamed Ben Abdellah University, Fez, Morocco
- Laboratory of Anatomic Pathology and Molecular Pathology, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
- * E-mail:
| | - Sanae el Bardai
- Laboratory of Anatomic Pathology and Molecular Pathology, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Ihsane El Otmani
- Faculty of Medicine and Pharmacy, Laboratory of Biomedical and Translational Research, Sidi Mohamed Ben Abdellah University, Fez, Morocco
- Laboratory of Anatomic Pathology and Molecular Pathology, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
- Unit of Medical Genetics and Oncogenetics, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Zineb Benbrahim
- Department of Oncology, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Ibn Majdoub Hassani Karim
- Department of General Surgery, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Khalid Mazaz
- Department of General Surgery, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - El Bachir Benjelloun
- Department of General Surgery, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Abdelmalek Ousadden
- Department of General Surgery, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Mohammed El Abkari
- Department of Gastroenterology, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Sidi Adil Ibrahimi
- Department of General Surgery, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Laila Chbani
- Faculty of Medicine and Pharmacy, Laboratory of Biomedical and Translational Research, Sidi Mohamed Ben Abdellah University, Fez, Morocco
- Laboratory of Anatomic Pathology and Molecular Pathology, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
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Sastre J, García-Alfonso P, Viéitez JM, Cano MT, Rivera F, Reina-Zoilo JJ, Salud-Salvia A, Quintero G, Robles-Díaz L, Safont MJ, La Casta A, Gil S, Polo E, Asensio-Martínez E, García-Paredes B, López RL, Guillot M, Valladares-Ayerbes M, Aranda E, Díaz-Rubio E. Influence of BRAF and PIK3CA mutations on the efficacy of FOLFIRI plus bevacizumab or cetuximab as first-line therapy in patients with RAS wild-type metastatic colorectal carcinoma and <3 baseline circulating tumour cells: the randomised phase II VISNÚ-2 study. ESMO Open 2021; 6:100062. [PMID: 33711671 PMCID: PMC7970062 DOI: 10.1016/j.esmoop.2021.100062] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Revised: 12/23/2020] [Accepted: 01/15/2021] [Indexed: 01/09/2023] Open
Abstract
Background We explored the influence of BRAF and PIK3CA mutational status on the efficacy of bevacizumab or cetuximab plus 5-fluorouracil/leucovorin and irinotecan (FOLFIRI) as first-line therapy in patients with RAS wild-type metastatic colorectal cancer (mCRC). Patients and methods VISNÚ-2 was a multicentre, randomised, phase II study. Patients with RAS wild-type mCRC and <3 circulating tumour cells/7.5 ml blood were stratified by BRAF/PIK3CA status (wild-type versus mutated) and number of affected organs (1 versus >1), and allocated to bevacizumab (5 mg/kg every 2 weeks) or cetuximab (400 mg/m2 then 250 mg/m2 weekly) plus FOLFIRI [irinotecan 180 mg/m2, leucovorin 400 mg/m2, 5-fluorouracil 400 mg/m2 (bolus) then 2400 mg/m2 (46-h continuous infusion) every 2 weeks]. The primary endpoint was progression-free survival (PFS). All analyses were exploratory. Results Two hundred and forty patients with BRAF/PIK3CA wild-type (n = 196) or BRAF- and/or PIK3CA-mutated tumours (n = 44) were enrolled. Median PFS was 12.7 and 8.8 months in patients with BRAF/PIK3CA wild-type and BRAF/PIK3CA-mutated tumours, respectively [hazard ratio (HR) = 1.22; 95% confidence interval (CI) 0.80-1.85; P = 0.3602]. In the BRAF- and/or PIK3CA-mutated cohort, median PFS was 2.8, 8.8 and 15.0 months in patients with BRAF/PI3KCA-mutated (n = 8), BRAF-mutated/PI3KCA wild-type (n = 16) and BRAF wild-type/PI3KCA-mutated (n = 20) tumours, respectively (P = 0.0002). PFS was similar with bevacizumab plus FOLFIRI versus cetuximab plus FOLFIRI in BRAF/PIK3CA wild-type (HR = 0.99; 95% CI 0.67-1.45; P = 0.9486) and BRAF/PIK3CA-mutated tumours (HR = 1.11; 95% CI 0.53-2.35; P = 0.7820). The most common grade 3/4 treatment-related adverse events were neutropenia, diarrhoea and asthenia in both treatment groups. Conclusions BRAF/PIK3CA status influences outcomes in patients with RAS wild-type mCRC but does not appear to assist with the selection of first-line targeted therapy. This study examined if BRAF/PIK3CA mutational status can guide therapy in RAS wild-type mCRC. BRAF mutations were associated with poorer survival outcomes, and were potentiated by PI3KCA mutations. Bevacizumab-FOLFIRI versus cetuximab-FOLFIRI had similar outcomes in BRAF /PIK3CA wild-type and BRAF /PIK3CA-mutated tumours. BRAF and PI3KCA mutations have a role as prognostic but not predictive factors.
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Affiliation(s)
- J Sastre
- Medical Oncology, Hospital Clínico San Carlos, Instituto de Investigación Hospital Clínico San Carlos (IdISSC), CIBERONC, Madrid, Spain.
| | - P García-Alfonso
- Medical Oncology, Hospital Universitario Gregorio Marañón, Madrid, Spain
| | - J M Viéitez
- Medical Oncology, Hospital Universitario Central de Asturias, Oviedo, Spain
| | - M T Cano
- Medical Oncology, IMIBIC, Reina Sofía Hospital, University of Córdoba, CIBERONC, Instituto de Salud Carlos III, Cordoba, Spain
| | - F Rivera
- Medical Oncology, Hospital Universitario Marqués de Valdecilla, IDIVAL, Santander, Spain
| | - J J Reina-Zoilo
- Medical Oncology, Complejo Hospitalario Virgen de la Macarena, Seville, Spain
| | - A Salud-Salvia
- Hospital Universitario Arnau de Vilanova de Lleida, Lleida, Spain
| | - G Quintero
- Medical Oncology, Hospital Lucus Augusti, Lugo, Spain
| | - L Robles-Díaz
- Medical Oncology, Hospital 12 de Octubre, Madrid, Spain
| | - M J Safont
- Medical Oncology, Hospital General Universitario de Valencia, Valencia, Spain
| | - A La Casta
- Medical Oncology, Hospital de Donostia, Guipúzcoa, Spain
| | - S Gil
- Medical Oncology, Hospital Universitario Regional y Virgen de la Victoria, Malaga, Spain
| | - E Polo
- Medical Oncology, Hospital Miguel Servet, Zaragoza, Spain
| | - E Asensio-Martínez
- Medical Oncology, Hospital General Universitario de Elche, Alicante, Spain
| | - B García-Paredes
- Medical Oncology, Hospital Clínico San Carlos, Instituto de Investigación Hospital Clínico San Carlos (IdISSC), CIBERONC, Madrid, Spain
| | - R L López
- Medical Oncology, University Clinical Hospital and Health Research Institute (IDIS), CIBERONC, Santiago de Compostela University School of Medicine, Santiago de Compostela, Spain
| | - M Guillot
- Medical Oncology, Hospital Son Espases, Palma de Mallorca, Spain
| | - M Valladares-Ayerbes
- Medical Oncology, Complejo Hospitalario Universitario A Coruña, Instituto de Investigación Biomédica (INIBIC), A Coruña, Spain
| | - E Aranda
- Medical Oncology, IMIBIC, Reina Sofía Hospital, University of Córdoba, CIBERONC, Instituto de Salud Carlos III, Cordoba, Spain
| | - E Díaz-Rubio
- Medical Oncology, Hospital Clínico San Carlos, Instituto de Investigación Hospital Clínico San Carlos (IdISSC), CIBERONC, Madrid, Spain
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