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de Oliveira Cavagna R, de Andrade ES, Tadin Reis M, de Paula FE, Noriz Berardinelli G, Bonatelli M, Ramos Teixeira G, Garbe Zaniolo B, Mourão Dias J, da Silva FAF, Baston Silva CE, Xavier Reis M, Lopes Maia E, de Alencar TS, Jacinto AA, da Nóbrega Oliveira REN, Molina-Vila MA, Ferro Leal L, Reis RM. Detection of NTRK fusions by RNA-based nCounter is a feasible diagnostic methodology in a real-world scenario for non-small cell lung cancer assessment. Sci Rep 2023; 13:21168. [PMID: 38036758 PMCID: PMC10689426 DOI: 10.1038/s41598-023-48613-4] [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: 09/03/2023] [Accepted: 11/28/2023] [Indexed: 12/02/2023] Open
Abstract
NTRK1, 2, and 3 fusions are important therapeutic targets for NSCLC patients, but their prevalence in South American admixed populations needs to be better explored. NTRK fusion detection in small biopsies is a challenge, and distinct methodologies are used, such as RNA-based next-generation sequencing (NGS), immunohistochemistry, and RNA-based nCounter. This study aimed to evaluate the frequency and concordance of positive samples for NTRK fusions using a custom nCounter assay in a real-world scenario of a single institution in Brazil. Out of 147 NSCLC patients, 12 (8.2%) cases depicted pan-NTRK positivity by IHC. Due to the absence of biological material, RNA-based NGS and/or nCounter could be performed in six of the 12 IHC-positive cases (50%). We found one case exhibiting an NTRK1 fusion and another an NTRK3 gene fusion by both RNA-based NGS and nCounter techniques. Both NTRK fusions were detected in patients diagnosed with lung adenocarcinoma, with no history of tobacco consumption. Moreover, no concomitant EGFR, KRAS, and ALK gene alterations were detected in NTRK-positive patients. The concordance rate between IHC and RNA-based NGS was 33.4%, and between immunohistochemistry and nCounter was 40%. Our findings indicate that NTRK fusions in Brazilian NSCLC patients are relatively rare (1.3%), and RNA-based nCounter methodology is a suitable approach for NRTK fusion identification in small biopsies.
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Affiliation(s)
- Rodrigo de Oliveira Cavagna
- Molecular Oncology Research Center, Barretos Cancer Hospital, 1331, Antenor Duarte Villela, Barretos, São Paulo, 14784-400, Brazil
| | - Edilene Santos de Andrade
- Molecular Oncology Research Center, Barretos Cancer Hospital, 1331, Antenor Duarte Villela, Barretos, São Paulo, 14784-400, Brazil
- Molecular Diagnostic Laboratory, Barretos Cancer Hospital, Barretos, Brazil
| | | | | | | | - Murilo Bonatelli
- Molecular Diagnostic Laboratory, Barretos Cancer Hospital, Barretos, Brazil
| | - Gustavo Ramos Teixeira
- Department of Pathology, Barretos Cancer Hospital, Barretos, Brazil
- Barretos School of Health Sciences Dr. Paulo Prata-FACISB, Barretos, Brazil
| | - Beatriz Garbe Zaniolo
- Molecular Oncology Research Center, Barretos Cancer Hospital, 1331, Antenor Duarte Villela, Barretos, São Paulo, 14784-400, Brazil
- Barretos School of Health Sciences Dr. Paulo Prata-FACISB, Barretos, Brazil
| | | | | | | | - Marina Xavier Reis
- Department of Medical Oncology, Barretos Cancer Hospital, Barretos, Brazil
| | - Erika Lopes Maia
- Department of Medical Oncology, Barretos Cancer Hospital, Barretos, Brazil
| | | | | | | | - Miguel A Molina-Vila
- Laboratory of Oncology/Pangaea Oncology, Dexeus University Hospital, Barcelona, Spain
| | - Letícia Ferro Leal
- Molecular Oncology Research Center, Barretos Cancer Hospital, 1331, Antenor Duarte Villela, Barretos, São Paulo, 14784-400, Brazil
- Barretos School of Health Sciences Dr. Paulo Prata-FACISB, Barretos, Brazil
| | - Rui Manuel Reis
- Molecular Oncology Research Center, Barretos Cancer Hospital, 1331, Antenor Duarte Villela, Barretos, São Paulo, 14784-400, Brazil.
- Molecular Diagnostic Laboratory, Barretos Cancer Hospital, Barretos, Brazil.
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.
- ICVS/3B's-PT Government Associate Laboratory, Braga/Guimarães, Portugal.
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Parra-Medina R, Pablo Castañeda-González J, Montoya L, Paula Gómez-Gómez M, Clavijo Cabezas D, Plazas Vargas M. Prevalence of oncogenic driver mutations in Hispanics/Latin patients with lung cancer. A systematic review and meta-analysis. Lung Cancer 2023; 185:107378. [PMID: 37729688 DOI: 10.1016/j.lungcan.2023.107378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 09/12/2023] [Accepted: 09/13/2023] [Indexed: 09/22/2023]
Abstract
INTRODUCTION The frequency of actionable mutations varies between races, and Hispanic/Latino (H/L) people are a population with different proportions of ancestry. Our purpose was to establish prevalence of actionable mutations in the H/L population with NSCLC. METHODS EMBASE, LILACS, MEDLINE, and Virtual Health Library were searched for studies published up to April 2023 that evaluated the prevalence of ALK, BRAF, EGFR, HER-2, KRAS, MET, NTRK, RET, ROS1 in H/L patients. Meta-analyses were done to determine prevalence using a random effects model. RESULTS Fifty-five articles were included. EGFR and KRAS were the most prevalent genes with high heterogeneity across the countries. The overall mutation frequency for EGFR was 22%. The most frequent mutations in the EGFR gene were del19 (10%) and L858R (7%). The mean of KRAS mutation was a 14% prevalence. KRASG12C was the most frequent mutation with a 7% prevalence in an entire population. The overall frequency of ALK rearrangement was 5%. The mean frequency of ROS-1 rearrangement was 2%, and the frequencies of HER-2, MET, BRAF, RET, NTRK molecular alterations were 4%, 3%, 2%, 2%, and 1% respectively. Almost half of the cases were male, and 65.8% had a history of tobacco exposure. The most common clinical stage was IV. CONCLUSIONS The prevalence of driver mutations such as EGFR and KRAS in LA populations differs from what is reported in Asians and Europeans. In the present article, countries with a high proportion of Amerindian ancestry show a greater prevalence of EGFR in contrast to countries with a high proportion of Caucasians. Lack of information on some countries or studies with a small sample size affects the real prevalence data for the region.
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Affiliation(s)
- Rafael Parra-Medina
- Research Institute, Fundación Universitaria de Ciencias de la Salud - FUCS, Bogotá, Colombia; Department of Pathology, Fundación Universitaria de Ciencias de la Salud - FUCS, Bogotá, Colombia; Department of Pathology, Instituto Nacional de Cancerología, Bogotá, Colombia.
| | - Juan Pablo Castañeda-González
- Research Institute, Fundación Universitaria de Ciencias de la Salud - FUCS, Bogotá, Colombia; Department of Pathology, Fundación Universitaria de Ciencias de la Salud - FUCS, Bogotá, Colombia
| | - Luisa Montoya
- Department of Clinical Epidemiology and Biostatistics, Pontificia Universidad Javeriana, Bogotá, Colombia
| | - María Paula Gómez-Gómez
- Department of Pathology, Fundación Universitaria de Ciencias de la Salud - FUCS, Bogotá, Colombia
| | - Daniel Clavijo Cabezas
- Department of Pathology, Fundación Universitaria de Ciencias de la Salud - FUCS, Bogotá, Colombia
| | - Merideidy Plazas Vargas
- Department of Epidemiology, Fundación Universitaria de Ciencias de la Salud - FUCS, Bogotá, Colombia
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Lim TKH, Skoulidis F, Kerr KM, Ahn MJ, Kapp JR, Soares FA, Yatabe Y. KRAS G12C in advanced NSCLC: Prevalence, co-mutations, and testing. Lung Cancer 2023; 184:107293. [PMID: 37683526 DOI: 10.1016/j.lungcan.2023.107293] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 06/15/2023] [Accepted: 07/05/2023] [Indexed: 09/10/2023]
Abstract
KRAS is the most commonly mutated oncogene in advanced, non-squamous, non-small cell lung cancer (NSCLC) in Western countries. Of the various KRAS mutants, KRAS G12C is the most common variant (~40%), representing 10-13% of advanced non-squamous NSCLC. Recent regulatory approvals of the KRASG12C-selective inhibitors sotorasib and adagrasib for patients with advanced or metastatic NSCLC harboring KRASG12C have transformed KRAS into a druggable target. In this review, we explore the evolving role of KRAS from a prognostic to a predictive biomarker in advanced NSCLC, discussing KRAS G12C biology, real-world prevalence, clinical relevance of co-mutations, and approaches to molecular testing. Real-world evidence demonstrates significant geographic differences in KRAS G12C prevalence (8.9-19.5% in the US, 9.3-18.4% in Europe, 6.9-9.0% in Latin America, and 1.4-4.3% in Asia) in advanced NSCLC. Additionally, the body of clinical data pertaining to KRAS G12C co-mutations such as STK11, KEAP1, and TP53 is increasing. In real-world evidence, KRAS G12C-mutant NSCLC was associated with STK11, KEAP1, and TP53 co-mutations in 10.3-28.0%, 6.3-23.0%, and 17.8-50.0% of patients, respectively. Whilst sotorasib and adagrasib are currently approved for use in the second-line setting and beyond for patients with advanced/metastatic NSCLC, testing and reporting of the KRAS G12C variant should be included in routine biomarker testing prior to first-line therapy. KRAS G12C test results should be clearly documented in patients' health records for actionability at progression. Where available, next-generation sequencing is recommended to facilitate simultaneous testing of potentially actionable biomarkers in a single run to conserve tissue. Results from molecular testing should inform clinical decisions in treating patients with KRAS G12C-mutated advanced NSCLC.
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Affiliation(s)
| | - Ferdinandos Skoulidis
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Keith M Kerr
- Department of Pathology, Aberdeen University Medical School and Aberdeen Royal Infirmary, Aberdeen, UK
| | - Myung-Ju Ahn
- Department of Medicine, Samsung Medical Center Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | | | - Fernando A Soares
- D'Or Institute for Research and Education (IDOR), São Paulo, Brazil; Faculty of Dentistry, University of São Paulo, São Paulo, Brazil
| | - Yasushi Yatabe
- Department of Diagnostic Pathology, National Cancer Center, Tokyo, Japan.
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Cheema PK, Banerji SO, Blais N, Chu QSC, Juergens RA, Leighl NB, Sacher A, Sheffield BS, Snow S, Vincent M, Wheatley-Price PF, Yip S, Melosky BL. Canadian Consensus Recommendations on the Management of KRAS G12C-Mutated NSCLC. Curr Oncol 2023; 30:6473-6496. [PMID: 37504336 PMCID: PMC10377814 DOI: 10.3390/curroncol30070476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 06/27/2023] [Accepted: 07/04/2023] [Indexed: 07/29/2023] Open
Abstract
Activating mutations in Kirsten rat sarcoma viral oncogene homologue (KRAS), in particular, a point mutation leading to a glycine-to-cysteine substitution at codon 12 (G12C), are among the most frequent genomic alterations in non-small cell lung cancer (NSCLC). Several agents targeting KRAS G12C have recently entered clinical development. Sotorasib, a first-in-class specific small molecule that irreversibly inhibits KRAS G12C, has since obtained Health Canada approval. The emergence of novel KRAS-targeted therapies warrants the development of evidence-based consensus recommendations to help clinicians better understand and contextualize the available data. A Canadian expert panel was convened to define the key clinical questions, review recent evidence, and discuss and agree on recommendations for the treatment of advanced KRAS G12C-mutated NSCLC. The panel agreed that testing for KRAS G12C should be performed as part of a comprehensive panel that includes current standard-of-care biomarkers. Sotorasib, the only approved KRAS G12C inhibitor in Canada, is recommended for patients with advanced KRAS G12C-mutated NSCLC who progressed on guideline-recommended first-line standard of care for advanced NSCLC without driver alterations (immune-checkpoint inhibitor(s) [ICIs] +/- chemotherapy). Sotorasib could also be offered as second-line therapy to patients who progressed on ICI monotherapy that are not candidates for a platinum doublet and those that received first-line chemotherapy with a contraindication to ICIs. Preliminary data indicate the activity of KRAS G12C inhibitors in brain metastases; however, the evidence is insufficient to make specific recommendations. Regular liver function monitoring is recommended when patients are prescribed KRAS G12C inhibitors due to risk of hepatotoxicity.
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Affiliation(s)
- Parneet K. Cheema
- Division of Medical Oncology, William Osler Health System, University of Toronto, Brampton, ON L6R 3J7, Canada
- Faculty of Medicine, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Shantanu O. Banerji
- CancerCare Manitoba Research Institute, Department of Internal Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3E 0V9, Canada;
| | - Normand Blais
- Department of Medicine, Centre Hospitalier de l’Université de Montréal, University of Montreal, Montreal, QC H2X 3E4, Canada;
| | - Quincy S.-C. Chu
- Division of Medical Oncology, Department of Oncology, Cross Cancer Institute, University of Alberta, Edmonton, AB T6G 1Z2, Canada;
| | - Rosalyn A. Juergens
- Department of Medical Oncology, Juravinski Cancer Centre, McMaster University, Hamilton, ON L8V 5C2, Canada;
| | - Natasha B. Leighl
- Department of Medicine, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON M5S 1A8, Canada; (N.B.L.); (A.S.)
| | - Adrian Sacher
- Department of Medicine, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON M5S 1A8, Canada; (N.B.L.); (A.S.)
| | - Brandon S. Sheffield
- Department of Laboratory Medicine, William Osler Health System, Brampton, ON L6R 3J7, Canada
| | - Stephanie Snow
- Division of Medical Oncology, Department of Medicine, QEII Health Sciences Centre, Dalhousie University, Halifax, NS B3H 2Y9, Canada;
| | - Mark Vincent
- Department of Medical Oncology, London Regional Cancer Program, London, ON N6A 5W9, Canada;
| | - Paul F. Wheatley-Price
- Department of Medicine, The Ottawa Hospital Research Institute, The Ottawa Hospital, University of Ottawa, Ottawa, ON K1H 8L6, Canada;
| | - Stephen Yip
- BC Cancer, Vancouver, University of British Columbia, Vancouver, BC V6T 1Z4, Canada;
| | - Barbara L. Melosky
- Department of Medical Oncology, BC Cancer-Vancouver Centre, Vancouver, BC V5Z 4E6, Canada;
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Cavagna RDO, Pinto IA, Escremim de Paula F, Berardinelli GN, Sant'Anna D, Santana I, da Silva VD, Da Silva ECA, Miziara JE, Mourão Dias J, Antoniazzi A, Jacinto A, De Marchi P, Molina-Vila MA, Ferro Leal L, Reis RM. Disruptive and Truncating TP53 Mutations Are Associated with African-Ancestry and Worse Prognosis in Brazilian Patients with Lung Adenocarcinoma. Pathobiology 2023; 90:344-355. [PMID: 37031678 DOI: 10.1159/000530587] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Accepted: 04/03/2023] [Indexed: 04/11/2023] Open
Abstract
INTRODUCTION TP53 is the most frequently mutated gene in lung tumors, but its prognostic role in admixed populations, such as Brazilians, remains unclear. In this study, we aimed to evaluate the frequency and clinicopathological impact of TP53 mutations in non-small cell lung cancer (NSCLC) patients in Brazil. METHODS We analyzed 446 NSCLC patients from Barretos Cancer Hospital. TP53 mutational status was evaluated through targeted next-generation sequencing (NGS) and the variants were biologically classified as disruptive/nondisruptive and as truncating/nontruncating. We also assessed genetic ancestry using 46 ancestry-informative markers. Analysis of lung adenocarcinomas from the cBioportal dataset was performed. We further examined associations of TP53 mutations with patients' clinicopathological features. RESULTS TP53 mutations were detected in 64.3% (n = 287/446) of NSCLC cases, with a prevalence of 60.4% (n = 221/366) in lung adenocarcinomas. TP53 mutations were associated with brain metastasis at diagnosis, tobacco consumption, and higher African ancestry. Disruptive and truncating mutations were associated with a younger age at diagnosis. Additionally, cBioportal dataset revealed that TP53 mutations were associated with younger age and Black skin color. Patients harboring disruptive/truncating TP53 mutations had worse overall survival than nondisruptive/nontruncating and wild-type patients. CONCLUSION TP53 mutations are common in Brazilian lung adenocarcinomas, and their biological characterization as disruptive and truncating mutations is associated with African ancestry and shorter overall survival.
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Affiliation(s)
| | - Icaro Alves Pinto
- Molecular Oncology Research Center, Barretos Cancer Hospital, São Paulo, Brazil
| | | | | | - Débora Sant'Anna
- Molecular Oncology Research Center, Barretos Cancer Hospital, São Paulo, Brazil
| | - Iara Santana
- Department of Pathology, Barretos Cancer Hospital, São Paulo, Brazil
| | | | | | - José Elias Miziara
- Department Thoracic Surgery, Barretos Cancer Hospital, São Paulo, Brazil
- Department of Medical Oncology, Barretos Cancer Hospital, São Paulo, Brazil
| | | | - Augusto Antoniazzi
- Department of Medical Oncology, Barretos Cancer Hospital, São Paulo, Brazil
- Department of Oncogenetics / Barretos Cancer Hospital, São Paulo, Brazil
| | - Alexandre Jacinto
- Department of Radiotherapy, Barretos Cancer Hospital, São Paulo, Brazil
| | - Pedro De Marchi
- Molecular Oncology Research Center, Barretos Cancer Hospital, São Paulo, Brazil
- Department of Medical Oncology, Barretos Cancer Hospital, São Paulo, Brazil
- Department of Medical Oncology, Oncoclinicas, Rio de Janeiro, Brazil
| | | | - Leticia Ferro Leal
- Molecular Oncology Research Center, Barretos Cancer Hospital, São Paulo, Brazil
- Barretos School of Health Sciences Dr. Paulo Prata, FACISB, São Paulo, Brazil
| | - Rui Manuel Reis
- Molecular Oncology Research Center, Barretos Cancer Hospital, São Paulo, Brazil
- Molecular Diagnostic Laboratory, Barretos Cancer Hospital, São Paulo, Brazil
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal
- ICVS/3B's - PT Government Associate Laboratory, Braga-Guimarães, Portugal
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da Silva-Oliveira RJ, Gomes INF, da Silva LS, Lengert AVH, Laus AC, Melendez ME, Munari CC, Cury FDP, Longato GB, Reis RM. Efficacy of Combined Use of Everolimus and Second-Generation Pan-EGRF Inhibitors in KRAS Mutant Non-Small Cell Lung Cancer Cell Lines. Int J Mol Sci 2022; 23:ijms23147774. [PMID: 35887120 PMCID: PMC9317664 DOI: 10.3390/ijms23147774] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 07/04/2022] [Accepted: 07/11/2022] [Indexed: 01/27/2023] Open
Abstract
Background: EGFR mutations are present in approximately 15−50% of non-small cell lung cancer (NSCLC), which are predictive of anti-EGFR therapies. At variance, NSCLC patients harboring KRAS mutations are resistant to those anti-EGFR approaches. Afatinib and allitinib are second-generation pan-EGFR drugs, yet no predictive biomarkers are known in the NSCLC context. In the present study, we evaluated the efficacy of pan-EGFR inhibitors in a panel of 15 lung cancer cell lines associated with the KRAS mutations phenotype. Methods: KRAS wild-type sensitive NCI-H292 cell line was further transfected with KRAS mutations (p.G12D and p.G12S). The pan-EGFR inhibitors’ activity and biologic effect of KRAS mutations were evaluated by cytotoxicity, MAPK phospho-protein array, colony formation, migration, invasion, and adhesion. In addition, in vivo chicken chorioallantoic membrane assay was performed in KRAS mutant cell lines. The gene expression profile was evaluated by NanoString. Lastly, everolimus and pan-EGFR combinations were performed to determine the combination index. Results: The GI50 score classified two cell lines treated with afatinib and seven treated with allitinib as high-sensitive phenotypes. All KRAS mutant cell lines demonstrated a resistant profile for both therapies (GI50 < 30%). The protein array of KRAS edited cells indicated a significant increase in AKT, CREB, HSP27, JNK, and, importantly, mTOR protein levels compared with KRAS wild-type cells. The colony formation, migration, invasion, adhesion, tumor perimeter, and mesenchymal phenotype were increased in the H292 KRAS mutated cells. Gene expression analysis showed 18 dysregulated genes associated with the focal adhesion-PI3K-Akt-mTOR-signaling correlated in KRAS mutant cell lines. Moreover, mTOR overexpression in KRAS mutant H292 cells was inhibited after everolimus exposure, and sensitivity to afatinib and allitinib was restored. Conclusions: Our results indicate that allitinib was more effective than afatinib in NSCLC cell lines. KRAS mutations increased aggressive behavior through upregulation of the focal adhesion-PI3K-Akt-mTOR-signaling in NSCLC cells. Significantly, everolimus restored sensibility and improved cytotoxicity of EGFR inhibitors in the KRAS mutant NSCLC cell lines.
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Affiliation(s)
- Renato José da Silva-Oliveira
- Oncology Research Center, Barretos Cancer Hospital, Barretos 14784-400, Brazil; (I.N.F.G.); (L.S.d.S.); (A.v.H.L.); (A.C.L.); (M.E.M.); (C.C.M.); (F.d.P.C.); (G.B.L.)
- Correspondence: (R.J.d.S.-O.); (R.M.R.)
| | - Izabela Natalia Faria Gomes
- Oncology Research Center, Barretos Cancer Hospital, Barretos 14784-400, Brazil; (I.N.F.G.); (L.S.d.S.); (A.v.H.L.); (A.C.L.); (M.E.M.); (C.C.M.); (F.d.P.C.); (G.B.L.)
| | - Luciane Sussuchi da Silva
- Oncology Research Center, Barretos Cancer Hospital, Barretos 14784-400, Brazil; (I.N.F.G.); (L.S.d.S.); (A.v.H.L.); (A.C.L.); (M.E.M.); (C.C.M.); (F.d.P.C.); (G.B.L.)
| | - André van Helvoort Lengert
- Oncology Research Center, Barretos Cancer Hospital, Barretos 14784-400, Brazil; (I.N.F.G.); (L.S.d.S.); (A.v.H.L.); (A.C.L.); (M.E.M.); (C.C.M.); (F.d.P.C.); (G.B.L.)
| | - Ana Carolina Laus
- Oncology Research Center, Barretos Cancer Hospital, Barretos 14784-400, Brazil; (I.N.F.G.); (L.S.d.S.); (A.v.H.L.); (A.C.L.); (M.E.M.); (C.C.M.); (F.d.P.C.); (G.B.L.)
| | - Matias Eliseo Melendez
- Oncology Research Center, Barretos Cancer Hospital, Barretos 14784-400, Brazil; (I.N.F.G.); (L.S.d.S.); (A.v.H.L.); (A.C.L.); (M.E.M.); (C.C.M.); (F.d.P.C.); (G.B.L.)
| | - Carla Carolina Munari
- Oncology Research Center, Barretos Cancer Hospital, Barretos 14784-400, Brazil; (I.N.F.G.); (L.S.d.S.); (A.v.H.L.); (A.C.L.); (M.E.M.); (C.C.M.); (F.d.P.C.); (G.B.L.)
| | - Fernanda de Paula Cury
- Oncology Research Center, Barretos Cancer Hospital, Barretos 14784-400, Brazil; (I.N.F.G.); (L.S.d.S.); (A.v.H.L.); (A.C.L.); (M.E.M.); (C.C.M.); (F.d.P.C.); (G.B.L.)
| | - Giovanna Barbarini Longato
- Oncology Research Center, Barretos Cancer Hospital, Barretos 14784-400, Brazil; (I.N.F.G.); (L.S.d.S.); (A.v.H.L.); (A.C.L.); (M.E.M.); (C.C.M.); (F.d.P.C.); (G.B.L.)
| | - Rui Manuel Reis
- Oncology Research Center, Barretos Cancer Hospital, Barretos 14784-400, Brazil; (I.N.F.G.); (L.S.d.S.); (A.v.H.L.); (A.C.L.); (M.E.M.); (C.C.M.); (F.d.P.C.); (G.B.L.)
- Life and Health Sciences Research Institute (ICVS) Medical School, University of Minho, 4710-057 Braga, Portugal
- ICVS/3B’s-PT Government Associate Laboratory, 4710-057 Braga, Portugal
- Correspondence: (R.J.d.S.-O.); (R.M.R.)
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Daily Practice Assessment of KRAS Status in NSCLC Patients: A New Challenge for the Thoracic Pathologist Is Right around the Corner. Cancers (Basel) 2022; 14:cancers14071628. [PMID: 35406400 PMCID: PMC8996900 DOI: 10.3390/cancers14071628] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 03/17/2022] [Accepted: 03/18/2022] [Indexed: 12/16/2022] Open
Abstract
Simple Summary RAS mutation is the most frequent oncogenic alteration in human cancers and KRAS is the most frequently mutated, notably in non-small cell lung carcinomas (NSCLC). Various attempts to inhibit KRAS in the past were unsuccessful in these latter tumors. However, recently, several small molecules (AMG510, MRTX849, JNJ-74699157, and LY3499446) have been developed to specifically target KRAS G12C-mutated tumors, which seems promising for patient treatment and should soon be administered in daily practice for non-squamous (NS)-NSCLC. In this context, it will be mandatory to systematically assess the KRAS status in routine clinical practice, at least in advanced NS-NSCLC, leading to new challenges for thoracic oncologists. Abstract KRAS mutations are among the most frequent genomic alterations identified in non-squamous non-small cell lung carcinomas (NS-NSCLC), notably in lung adenocarcinomas. In most cases, these mutations are mutually exclusive, with different genomic alterations currently known to be sensitive to therapies targeting EGFR, ALK, BRAF, ROS1, and NTRK. Recently, several promising clinical trials targeting KRAS mutations, particularly for KRAS G12C-mutated NSCLC, have established new hope for better treatment of patients. In parallel, other studies have shown that NSCLC harboring co-mutations in KRAS and STK11 or KEAP1 have demonstrated primary resistance to immune checkpoint inhibitors. Thus, the assessment of the KRAS status in advanced-stage NS-NSCLC has become essential to setting up an optimal therapeutic strategy in these patients. This stimulated the development of new algorithms for the management of NSCLC samples in pathology laboratories and conditioned reorganization of optimal health care of lung cancer patients by the thoracic pathologists. This review addresses the recent data concerning the detection of KRAS mutations in NSCLC and focuses on the new challenges facing pathologists in daily practice for KRAS status assessment.
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Ruiz-Patiño A, Rodríguez J, Cardona AF, Ávila J, Archila P, Carranza H, Vargas C, Otero J, Arrieta O, Zatarain-Barrón L, Sotelo C, Ordoñez C, García-Robledo JE, Rojas L, Bermúdez M, Gámez T, Mayorga D, Corrales L, Martín C, Recondo G, Mas L, Samtani S, Ricaurte L, Malapelle U, Russo A, Barrón F, Santoyo N, Rolfo C, Rosell R. p.G12C KRAS mutation prevalence in non-small cell lung cancer: Contribution from interregional variability and population substructures among Hispanics. Transl Oncol 2021; 15:101276. [PMID: 34823093 PMCID: PMC8626684 DOI: 10.1016/j.tranon.2021.101276] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Accepted: 11/04/2021] [Indexed: 11/29/2022] Open
Abstract
The identification of the KRAS G12C mutation in non-small cell lung cancer is relevant with new molecules being introduced for treatment. The variation of mutation prevalence among different regions indicate that certain populations are more prone to develop KRAS G12C mutations among lung cancer than others. Using genomic markers traditionally employed for the identification of individuals we managed to construct a model that was predictive for KRAS G12C mutational incidence, further indicating that appearance of KRAS G12C follows population substructures.
Background The KRAS exon 2 p. G12C mutation in patients with lung adenocarcinoma has been increasing in relevance due to the development and effectiveness of new treatment medications. Studies around different populations indicate that regional variability between ethnic groups and ancestries could play an essential role in developing this molecular alteration within lung cancer. Methods In a prospective and retrospective cohort study on samples from lung adenocarcinoma from 1000 patients from different administrative regions in Colombia were tested for the KRAS p.G12C mutation. An analysis of STR populations markers was conducted to identify substructure contributions to mutation prevalence. Results Included were 979 patients with a national mean frequency for the KRAS exon 2 p.G12C mutation of 7.97% (95%CI 6.27–9.66%). Variation between regions was also identified with Antioquia reaching a positivity value of 12.7% (95%CI 9.1–16.3%) in contrast to other regions such as Bogota DC (Capital region) with 5.4% (2.7–8.2%) and Bolivar with 2.4% (95%CI 0–7.2%) (p-value = 0.00262). Furthermore, Short tandem repeat population substructures were found for eight markers that strongly yielded association with KRAS exon 2 p.G12C frequency reaching an adjusted R2 of 0.945 and a p-value of < 0.0001. Conclusions Widespread identification of KRAS exon 2 p.G12C mutations, especially in cases where NGS is not easily achieved is feasible at a population based level that can characterize regional and national patterns of mutation status. Furthermore, this type of mutation prevalence follows a population substructure pattern that can be easily determined by population and ancestral markers such as STR.
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Affiliation(s)
- Alejandro Ruiz-Patiño
- Foundation for Clinical and Applied Cancer Research (FICMAC), Calle 116 No. 9 - 72, c. 718, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G/ONCOLGroup), Universidad el Bosque, Bogotá, Colombia.
| | - July Rodríguez
- Foundation for Clinical and Applied Cancer Research (FICMAC), Calle 116 No. 9 - 72, c. 718, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G/ONCOLGroup), Universidad el Bosque, Bogotá, Colombia
| | - Andrés F Cardona
- Foundation for Clinical and Applied Cancer Research (FICMAC), Calle 116 No. 9 - 72, c. 718, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G/ONCOLGroup), Universidad el Bosque, Bogotá, Colombia; Clinical and Traslational Oncology Group, Clínica del Country, Bogotá, Colombia.
| | - Jenny Ávila
- Foundation for Clinical and Applied Cancer Research (FICMAC), Calle 116 No. 9 - 72, c. 718, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G/ONCOLGroup), Universidad el Bosque, Bogotá, Colombia
| | - Pilar Archila
- Foundation for Clinical and Applied Cancer Research (FICMAC), Calle 116 No. 9 - 72, c. 718, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G/ONCOLGroup), Universidad el Bosque, Bogotá, Colombia
| | - Hernán Carranza
- Foundation for Clinical and Applied Cancer Research (FICMAC), Calle 116 No. 9 - 72, c. 718, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G/ONCOLGroup), Universidad el Bosque, Bogotá, Colombia; Clinical and Traslational Oncology Group, Clínica del Country, Bogotá, Colombia
| | - Carlos Vargas
- Foundation for Clinical and Applied Cancer Research (FICMAC), Calle 116 No. 9 - 72, c. 718, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G/ONCOLGroup), Universidad el Bosque, Bogotá, Colombia; Clinical and Traslational Oncology Group, Clínica del Country, Bogotá, Colombia
| | - Jorge Otero
- Foundation for Clinical and Applied Cancer Research (FICMAC), Calle 116 No. 9 - 72, c. 718, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G/ONCOLGroup), Universidad el Bosque, Bogotá, Colombia; Clinical and Traslational Oncology Group, Clínica del Country, Bogotá, Colombia
| | - Oscar Arrieta
- Thoracic Oncology Unit, National Cancer Institute (INCan), México, Mexico
| | | | - Carolina Sotelo
- Foundation for Clinical and Applied Cancer Research (FICMAC), Calle 116 No. 9 - 72, c. 718, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G/ONCOLGroup), Universidad el Bosque, Bogotá, Colombia
| | - Camila Ordoñez
- Foundation for Clinical and Applied Cancer Research (FICMAC), Calle 116 No. 9 - 72, c. 718, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G/ONCOLGroup), Universidad el Bosque, Bogotá, Colombia
| | | | - Leonardo Rojas
- Molecular Oncology and Biology Systems Research Group (Fox-G/ONCOLGroup), Universidad el Bosque, Bogotá, Colombia; Clinical and Traslational Oncology Group, Clínica del Country, Bogotá, Colombia; Oncology Department, Clínica Colsanitas, Bogotá, Colombia
| | - Maritza Bermúdez
- Foundation for Clinical and Applied Cancer Research (FICMAC), Calle 116 No. 9 - 72, c. 718, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G/ONCOLGroup), Universidad el Bosque, Bogotá, Colombia
| | - Tatiana Gámez
- Foundation for Clinical and Applied Cancer Research (FICMAC), Calle 116 No. 9 - 72, c. 718, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G/ONCOLGroup), Universidad el Bosque, Bogotá, Colombia
| | - Diana Mayorga
- Foundation for Clinical and Applied Cancer Research (FICMAC), Calle 116 No. 9 - 72, c. 718, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G/ONCOLGroup), Universidad el Bosque, Bogotá, Colombia
| | - Luis Corrales
- Oncology Department, Hospital San Juan de Dios, San José Costa Rica, Costa Rica
| | - Claudio Martín
- Medical Oncology Group, Fleming Institute, Buenos Aires, Argentina
| | - Gonzalo Recondo
- Thoracic Oncology Section, Centro de Educación Médica e Investigaciones Clínicas - CEMIC, Buenos Aires, Argentina
| | - Luis Mas
- Thoracic Oncology Unit, Instituto de Enfermedades Neoplásicas, Lima, Perú
| | - Suraj Samtani
- Medical Oncology Service, Clinica Bradford Hill, Santiago, Chile
| | - Luisa Ricaurte
- Pathology Department, Mayo Clinic, Rochester, MN, United States
| | - Umberto Malapelle
- Department of Public Health, University of Naples Federico II, Naples, Italy
| | | | - Feliciano Barrón
- Thoracic Oncology Unit, National Cancer Institute (INCan), México, Mexico
| | - Nicolas Santoyo
- Foundation for Clinical and Applied Cancer Research (FICMAC), Calle 116 No. 9 - 72, c. 718, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G/ONCOLGroup), Universidad el Bosque, Bogotá, Colombia
| | - Christian Rolfo
- Center for Thoracic Oncology, Tisch Cáncer Center, Mount Sinai Hospital System & Icahn School of Medicine, Mount Sinai, New York, NY, United States
| | - Rafael Rosell
- Cancer Biology and Precision Medicine Program, Catalan Institute of Oncology, Barcelona, Spain
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- Colombian Group for Clinical and Translational Cancer Research - ONCOLGroup
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- Latin American Consortium for the Investigation of Lung Cancer - CLICaP
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9
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De Marchi P, Berardinelli GN, Cavagna RDO, Pinto IA, da Silva FAF, Duval da Silva V, Santana IVV, da Silva ECA, Ferro Leal L, Reis RM. Microsatellite Instability Is Rare in the Admixed Brazilian Population of Non-Small Cell Lung Cancer: A Cohort of 526 Cases. Pathobiology 2021; 89:101-106. [PMID: 34781284 DOI: 10.1159/000520023] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Accepted: 09/30/2021] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Microsatellite instability (MSI) in non-small cell lung cancer (NSCLC) is uncommon; however, most studies refer to European and Asian populations. There are currently no data on MSI frequency in highly admixed populations, such as the one represented by Brazilian NSCLC patients. AIM This study aimed to evaluate the frequency of MSI in Brazilian NSCLC patients. METHODS We evaluated 526 patients diagnosed with NSCLC at the Barretos Cancer Hospital (Brazil). The molecular MSI evaluation was performed using a hexa-plex marker panel by polymerase chain reaction followed by fragment analysis. The mutation profile of MSI-positive cases was performed using next-generation sequencing. RESULTS Only 1 patient was MSI positive (0.19%). This patient was a female, white, and active smoker, and she was diagnosed with clinical stage IV lung adenocarcinoma at 75 years old. The molecular profile exhibited 4 Tumor Protein p53 (TP53) mutations and the absence of actionable mutations in the Epidermal Growth Factor Receptor (EGFR), Kirsten Rat Sarcoma Viral Oncogene Homolog (KRAS), or V-Raf Murine Sarcoma Viral Oncogene Homolog B1 (BRAF) genes. CONCLUSIONS The frequency of MSI in Brazilian NSCLC patients is equally rare, a finding that is consistent with the current literature based on other populations such as Europeans, North Americans, and Asians.
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Affiliation(s)
- Pedro De Marchi
- Department of Medical Oncology, Barretos Cancer Hospital, Barretos, Brazil.,Oncoclinicas, Rio de Janeiro, Brazil.,Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, Brazil
| | | | | | - Icaro Alves Pinto
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, Brazil
| | | | - Vinicius Duval da Silva
- Barretos School of Health Sciences, Dr. Paulo Prata - FACISB, Barretos, Brazil.,Department of Pathology, Barretos Cancer Hospital, Barretos, Brazil
| | | | | | - Leticia Ferro Leal
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, Brazil.,Barretos School of Health Sciences, Dr. Paulo Prata - FACISB, Barretos, Brazil
| | - Rui Manuel Reis
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, Brazil.,Laboratory of Molecular Diagnoses, Barretos Cancer Hospital, Barretos, Brazil.,Life and Health Sciences Research Institute (ICVS), Medical School, University of Minho, Braga, Portugal.,ICVS/3B's-PT Government Associate Laboratory, Braga/Guimarães, Portugal
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10
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Zhong H, Wang J, Zhu Y, Shen Y. Comprehensive Analysis of a Nine-Gene Signature Related to Tumor Microenvironment in Lung Adenocarcinoma. Front Cell Dev Biol 2021; 9:700607. [PMID: 34540825 PMCID: PMC8440811 DOI: 10.3389/fcell.2021.700607] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 08/04/2021] [Indexed: 01/29/2023] Open
Abstract
Lung adenocarcinoma (LUAD) is the most common malignancy, leading to more than 1 million related deaths each year. Due to low long-term survival rates, the exploration of molecular mechanisms underlying LUAD progression and novel prognostic predictors is urgently needed to improve LUAD treatment. In our study, cancer-specific differentially expressed genes (DEGs) were identified using the robust rank aggregation (RRA) method between tumor and normal tissues from six Gene Expression Omnibus databases (GSE43458, GSE62949, GSE68465, GSE115002, GSE116959, and GSE118370), followed by a selection of prognostic modules using weighted gene co-expression network analysis. Univariate Cox regression, least absolute shrinkage and selection operator (LASSO), and multivariate Cox regression analyses were applied to identify nine hub genes (CBFA2T3, CR2, SEL1L3, TM6SF1, TSPAN32, ITGA6, MAPK11, RASA3, and TLR6) that constructed a prognostic risk model. The RNA expressions of nine hub genes were validated in tumor and normal tissues by RNA-sequencing and single-cell RNA-sequencing, while immunohistochemistry staining from the Human Protein Atlas database showed consistent results in the protein levels. The risk model revealed that high-risk patients were associated with poor prognoses, including advanced stages and low survival rates. Furthermore, a multivariate Cox regression analysis suggested that the prognostic risk model could be an independent prognostic factor for LUAD patients. A nomogram that incorporated the signature and clinical features was additionally built for prognostic prediction. Moreover, the levels of hub genes were related to immune cell infiltration in LUAD microenvironments. A CMap analysis identified 13 small molecule drugs as potential agents based on the risk model for LUAD treatment. Thus, we identified a prognostic risk model including CBFA2T3, CR2, SEL1L3, TM6SF1, TSPAN32, ITGA6, MAPK11, RASA3, and TLR6 as novel biomarkers and validated their prognostic and predicted values for LUAD.
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Affiliation(s)
- Haihui Zhong
- Department of Thoracic Surgery, Meizhou People's Hospital (Huangtang Hospital), Meizhou Hospital Affiliated to Sun Yat-sen University, Meizhou Academy of Medical Sciences, Meizhou, China
| | - Jie Wang
- Institute for Pathology, University Hospital of Cologne, Cologne, Germany
| | - Yaru Zhu
- Department of Critical Care Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Yefeng Shen
- Institute for Pathology, University Hospital of Cologne, Cologne, Germany
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