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Xu K, Lu W, Yu A, Wu H, He J. Effect of the STK11 mutation on therapeutic efficacy and prognosis in patients with non-small cell lung cancer: a comprehensive study based on meta-analyses and bioinformatics analyses. BMC Cancer 2024; 24:491. [PMID: 38632512 PMCID: PMC11025184 DOI: 10.1186/s12885-024-12130-y] [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: 11/23/2023] [Accepted: 03/15/2024] [Indexed: 04/19/2024] Open
Abstract
BACKGROUND This study aimed to systematically analyze the effect of a serine/threonine kinase (STK11) mutation (STK11mut) on therapeutic efficacy and prognosis in patients with non-small cell lung cancer (NSCLC). METHODS Candidate articles were identified through a search of relevant literature published on or before April 1, 2023, in PubMed, Embase, Cochrane Library, CNKI and Wanfang databases. The extracted and analyzed data included the hazard ratios (HRs) of PFS and OS, the objective response rate (ORR) of immune checkpoint inhibitors (ICIs), and the positive rates of PD-L1 expression. The HR of PFS and OS and the merged ratios were calculated using a meta-analysis. The correlation between STK11mut and clinical characteristics was further analyzed in NSCLC datasets from public databases. RESULTS Fourteen retrospective studies including 4317 patients with NSCLC of whom 605 had STK11mut were included. The meta-analysis revealed that the ORR of ICIs in patients with STK11mut was 10.1% (95%CI 0.9-25.2), and the positive rate of PD-L1 expression was 41.1% (95%CI 25.3-57.0). STK11mut was associated with poor PFS (HR = 1.49, 95%CI 1.28-1.74) and poor OS (HR = 1.44, 95%CI 1.24-1.67). In the bioinformatics analysis, PFS and OS in patients with STK11 alterations were worse than those in patients without alterations (p < 0.001, p = 0.002). Nutlin-3a, 5-fluorouracil, and vinorelbine may have better sensitivity in patients with STK11mut than in those with STK11wt. CONCLUSIONS Patients with STK11-mutant NSCLC had low PD-L1 expression and ORR to ICIs, and their PFS and OS were worse than patients with STK11wt after comprehensive treatment. In the future, more reasonable systematic treatments should be explored for this subgroup of patients with STK11-mutant NSCLC.
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Affiliation(s)
- Ke Xu
- Clinical Medical College, Chengdu Medical College, Chengdu, Sichuan, China
- Department of Oncology, The First Affiliated Hospital of Chengdu Medical College, Chengdu, Sichuan, China
| | - Weinan Lu
- Clinical Medical College, Chengdu Medical College, Chengdu, Sichuan, China
- Department of Gastroenterology, The First Affiliated Hospital of Chengdu Medical College, Chengdu, Sichuan, China
| | - Airu Yu
- Clinical Medical College, Chengdu Medical College, Chengdu, Sichuan, China
| | - Hongwei Wu
- Clinical Medical College, Chengdu Medical College, Chengdu, Sichuan, China
| | - Jie He
- Clinical Medical College, Chengdu Medical College, Chengdu, Sichuan, China.
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Chengdu Medical College, Chengdu, Sichuan, China.
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Cordeiro de Lima VC, Corassa M, Saldanha E, Freitas H, Arrieta O, Raez L, Samtani S, Ramos M, Rojas C, Burotto M, Chamorro DF, Recondo G, Ruiz-Patiño A, Más L, Zatarain-Barrón L, Mejía S, Nicolas Minata J, Martín C, Bautista Blaquier J, Motta Guerrero R, Aliaga-Macha C, Carracedo C, Ordóñez-Reyes C, Garcia-Robledo JE, Corrales L, Sotelo C, Ricaurte L, Santoyo N, Cuello M, Jaller E, Rodríguez J, Archila P, Bermudez M, Gamez T, Russo A, Viola L, Malapelle U, de Miguel Perez D, Rolfo C, Rosell R, Cardona AF. STK11 and KEAP1 mutations in non-small cell lung cancer patients: Descriptive analysis and prognostic value among Hispanics (STRIKE registry-CLICaP). Lung Cancer 2022; 170:114-121. [PMID: 35753125 DOI: 10.1016/j.lungcan.2022.06.010] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 06/14/2022] [Accepted: 06/16/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND Mutations in STK11 (STK11Mut) and, frequently co-occurring, KEAP1 mutations (KEAP1Mut) are associated with poor survival in metastatic Non-small Cell Lung Cancer (mNSCLC) patients treated with immunotherapy. However, there are limited data regarding the prognostic or predictive significance of these genomic alterations among Hispanics. METHODS This retrospective study analyzed a cohort of Hispanic patients (N = 103) diagnosed with mNSCLC from the US and seven Latin American countries (LATAM) treated with immune checkpoint inhibitors (ICI) alone or in combination as first-line (Cohort A). All cases were treated in routine care between January 2016 and December 2021. The main objectives were to determine the association of mutations in STK11 or KEAP1 in these patients' tumors with overall (OS) and progression-free survival (PFS), presence of KRAS mutations, tumor mutational burden (TMB), and other relevant clinical variables. To compare outcomes with a STK11Wt/KEAP1Wt population, historical data from a cohort of Hispanic patients (N = 101) treated with first-line ICI was used, matching both groups by country of origin, gender, and Programed Death-ligand 1 (PD-L1) expression level (Cohort B). RESULTS Most tumors had mutations only in STK11 or KEAP1 (45.6%) without KRAS co-mutation or any other genomic alteration. Besides, 35%, 8.7%, 6.8%, and 3.9% were KRASMut + STK11Mut, KRASMut + STK11Mut + KEAP1Mut, STK11Mut + KEAP1Mut, and KRASMut + KEAP1Mut, respectively. Based on KRAS status, STK11 alterations were associated with significantly lower PD-L1 expression among those with KRASWt (p = 0.023), whereas KEAP1 mutations were predominantly associated with lower PD-L1 expression among KRASMut cases (p = 0.047). Tumors with KRASMut + KEAP1Mut had significantly higher median TMB when compared to other tumors (p = 0.040). For Cohort A, median PFS was 4.9 months (95%CI 4.3-5.4), slightly longer in those with KEAP1mut 6.1 months versus STK11Mut 4.7 months (p = 0.38). In the same cohort, PD-L1 expression and TMB did not influence PFS. OS was significantly longer among patients with tumors with PD-L1 ≥ 50% (30.9 months), and different from those with PD-L1 1-49% (22.0 months), and PD-L1 < 1% (12.0 months) (p = 0.0001). When we compared the cohorts A and B, OS was significantly shorter for patients carrying STK1 [STK11Mut 14.2 months versus STK11Wt 27.0 months (p = 0.0001)] or KEAP1 [KEAP1Mut 12.0 months versus KEAP1Wt 24.4 months (p = 0.005)] mutations. PD-L1 expression significantly affected OS independently of the presence of mutations in STK11, KEAP1, or KRAS. TMB-H favored better OS. CONCLUSIONS This is the first large Hispanic cohort to study the impact of STK11 and KEAP1 mutations in NSCLC patient treated with ICI. Our data suggest that mutations in the above-mentioned genes are associated with PD-L1 expression levels and poor OS.
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Affiliation(s)
| | - Marcelo Corassa
- Thoracic Oncology Unit, A.C.Camargo Cancer Center, Sao Paulo, Brazil
| | - Erick Saldanha
- Thoracic Oncology Unit, A.C.Camargo Cancer Center, Sao Paulo, Brazil
| | - Helano Freitas
- Thoracic Oncology Unit, A.C.Camargo Cancer Center, Sao Paulo, Brazil
| | - Oscar Arrieta
- Thoracic Oncology Unit, National Cancer Institute (INCan), México City, Mexico
| | - Luis Raez
- Thoracic Oncology Department, Memorial Cancer Institute, Memorial Health Care System, Miami, FL, USA
| | - Suraj Samtani
- Medical Oncology Department, Bradford Hill Clinical Research Center, Santiago, Chile
| | - Maritza Ramos
- Thoracic Oncology Unit, National Cancer Institute (INCan), México City, Mexico
| | - Carlos Rojas
- Medical Oncology Department, Bradford Hill Clinical Research Center, Santiago, Chile
| | - Mauricio Burotto
- Medical Oncology Department, Bradford Hill Clinical Research Center, Santiago, Chile
| | - Diego F Chamorro
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Gonzalo Recondo
- Thoracic Oncology Unit, Centro de Educación Médica e Investigaciones Clínicas (CEMIC), Buenos Aires, Argentina
| | - Alejandro Ruiz-Patiño
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Luis Más
- Medical Oncology Department, Instituto Nacional de Enfermedades Neoplásicas - INEN, Lima, Peru
| | | | - Sergio Mejía
- Clinical Oncology Department, Instituto de Cancerologia - Clinica las Americas - AUNA, Colombia
| | - José Nicolas Minata
- Clinical Oncology Department, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Claudio Martín
- Thoracic Oncology Unit, Instituto Alexander Fleming, Buenos Aires, Argentina
| | - Juan Bautista Blaquier
- Thoracic Oncology Unit, Centro de Educación Médica e Investigaciones Clínicas (CEMIC), Buenos Aires, Argentina
| | | | | | - Carlos Carracedo
- Clinical Oncology Department, Centro Oncológico Aliada, Lima, Peru
| | - Camila Ordóñez-Reyes
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | | | - Luis Corrales
- Thoracic Oncology Unit, Centro de Investigación y Manejo del Cáncer - CIMCA, San José, Costa Rica
| | - Carolina Sotelo
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | | | - Nicolas Santoyo
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Mauricio Cuello
- Medical Oncology Department, Hospital de Clínicas, Universidad de la Republica -UdeLAR, Montevideo, Uruguay
| | - Elvira Jaller
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - July Rodríguez
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Pilar Archila
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Maritza Bermudez
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Tatiana Gamez
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Alessandro Russo
- Medical Oncology Department, Azienda Ospedaliera Papardo, Messina, Sicilia, Italy
| | - Lucia Viola
- Thoracic Oncology Unit, Fundación Neumológica Colombiana, Bogotá, Colombia
| | - Umberto Malapelle
- Predictive Molecular Pathology Laboratory, Department of Public Health, University Federico II of Naples, Naples, Italy
| | - Diego de Miguel Perez
- Center for Thoracic Oncology, The Tisch Cancer Institute Icahn School of Medicine, Mount Sinai, Mount Sinai Health System, One Gustave Levy Place, NY, USA
| | - Christian Rolfo
- Center for Thoracic Oncology, The Tisch Cancer Institute Icahn School of Medicine, Mount Sinai, Mount Sinai Health System, One Gustave Levy Place, NY, USA
| | - Rafael Rosell
- Cancer Biology and Precision Medicine Program, Germans Trias i Pujol Research Institute (IGTP)/Dr. Rosell Oncology Institute (IOR) Quirón-Dexeus University Institute, Barcelona, Spain
| | - Andrés F Cardona
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia; Direction of Research, Science and Education, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia.
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Carrillo JF, Cruz-Romero C, Avilés-Salas A, Carrillo LC, Ramírez-Ortega MC, Herrera-Goepfert R, Vázquez-Romo R, Figueroa-González G, Altamirano-García JI, Oñate-Ocaña LF. LKB-1 Expression and High-Risk Histopathology are Independent Prognostic Factors for Patients with Oral Cavity Carcinoma. Ann Surg Oncol 2022; 29:10.1245/s10434-022-11544-x. [PMID: 35320428 DOI: 10.1245/s10434-022-11544-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Accepted: 02/14/2022] [Indexed: 01/10/2023]
Abstract
BACKGROUND The expression of liver kinase B1 (LKB-1) has been associated with prognosis in squamous cell carcinoma of the oral cavity (SCCOC). This study aimed to define the prognostic role of LKB-1 expression for patients with SCCOC and the suitability of its integration into a multivariate prognostic model. METHODS A retrospective cohort study of patients with SCCOC was conducted in a cancer center. Expression of LKB-1 was evaluated by immunohistochemistry, and multivariate analysis defined prognostic factors associated with recurrence, recurrence-free survival (RFS), and overall survival (OS). The logistic regression model was used to construct a predictive computer software program. RESULTS Of the 201 patients in this study, 104 (51.7%) experienced recurrence of their disease. Lower expression of LKB-1, high-risk histopathology, and advanced tumor-node-metastasis (TNM) stages were independent factors via multivariate analysis associated with the increased recurrence risk, poor RFS, and poor OS. If lack of LKB-1 expression is considered the reference category, the factors independently associated with recurrence were low (odds ratio [OR], 0.157; 95% confidence interval [CI], 0.044-0.557), intermediate (OR, 0.073; 95% CI, 0.017-0.319), and intense (OR, 0.047; 95% CI, 0.007-0.304) expression of LKB-1. This model permitted construction of a computer software program capable of prediction with receiver operating characteristic analysis (area under the curve, 0.925) and led to the definition of five prognostic groups with a biologic gradient. CONCLUSION These results suggest that LKB-1 expression in patients with SCCOC is of robust prognostic value and complements the TNM staging system. The proposed model requires external validation in prospective observational studies.
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Affiliation(s)
- José F Carrillo
- Departamento de Cabeza y Cuello, Instituto Nacional de Cancerología, Mexico City, Mexico
| | - Christian Cruz-Romero
- Departamento de Cabeza y Cuello, Instituto Nacional de Cancerología, Mexico City, Mexico
| | | | - Liliana C Carrillo
- Subdirección de Investigación Clínica, Instituto Nacional de Cancerología, Mexico City, Mexico
| | - Margarita C Ramírez-Ortega
- Subdirección de Investigación Básica, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City, Mexico
| | | | - Rafael Vázquez-Romo
- Departamento de Cabeza y Cuello, Instituto Nacional de Cancerología, Mexico City, Mexico
| | - Gabriela Figueroa-González
- Unidad de Investigación Multidisciplinaria (UMIEZ), Facultad de Estudios Superiores Zaragoza, UNAM, Mexico City, Mexico
| | | | - Luis F Oñate-Ocaña
- Subdirección de Investigación Clínica, Instituto Nacional de Cancerología, Mexico City, Mexico.
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Lin C, Lin X, Lin K, Tan J, Wei C, Liu T. LKB1 expression and the prognosis of lung cancer: A meta-analysis. Medicine (Baltimore) 2021; 100:e27841. [PMID: 34797317 PMCID: PMC8601288 DOI: 10.1097/md.0000000000027841] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 10/24/2021] [Accepted: 10/30/2021] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND In the past few decades, many lines of evidence implicate the importance of liver kinase B1 (LKB1) as a tumor suppressor gene in the development and progression of solid tumours. However, the prognostic and clinicopathological value of LKB1 in patients with lung cancer are controversial. This article aimed to investigate the latest evidence on this question. METHODS A systematic literature searched in the PubMed, Web of Science, Embase, Cochrane library, Scopus until September 20, 2020. The association between overall survival (OS), relapse-free survival (RFS), progression-free survival (PFS), clinicopathological features and LKB1 were analysed by meta-analysis. RESULTS Eleven studies including 1507 patients were included in this meta-analysis. The pooled results revealed that low LKB1 expression was significantly associated with poor overall survival (OS) (HR = 1.67, 95% CI: 1.07-2.60, P = .024) in lung cancer. However, no association was found between LKB1 expression and DFS/PFS (HR = 1.29, 95% CI: 0.70-2.39, P = .410). Pooled results showed that low LKB1 expression was associated with histological differentiation (poor vs moderate or well, OR = 4.135, 95% CI:2.524-6.774, P < .001), nodal metastasis (absent vs present, OR = 0.503, 95% CI: 0.303-0.835, P = .008) and smoking (yes vs no, OR = 1.765, 95% CI: 1.120-2.782, P = .014). CONCLUSION These results suggest that low expression of LKB1 can be considered as a unfavorable prognostic biomarker for human lung cancer, which should be further researched.
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Affiliation(s)
- Chunxuan Lin
- Department of Respiratory Medicine, Guangdong Provincial Hospital of Integrated Traditional Chinese and Western Medicine, Foshan, Guangdong, P.R. China
| | - Xiaochun Lin
- Department of Medical Examination Center, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, Guangdong, P.R. China
| | - Kunpeng Lin
- Department of Abdominal Oncosurgery, Affiliated Cancer Hospital & Institute of Guangzhou Medical University, Guangzhou, Guangdong, P.R. China
| | - Jialiang Tan
- Department of Respiratory Medicine, Guangdong Provincial Hospital of Integrated Traditional Chinese and Western Medicine, Foshan, Guangdong, P.R. China
| | - Chenggong Wei
- Department of Respiratory Medicine, Guangdong Provincial Hospital of Integrated Traditional Chinese and Western Medicine, Foshan, Guangdong, P.R. China
| | - Taisheng Liu
- Department of Abdominal Oncosurgery, Affiliated Cancer Hospital & Institute of Guangzhou Medical University, Guangzhou, Guangdong, P.R. China
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Mograbi B, Heeke S, Hofman P. The Importance of STK11/ LKB1 Assessment in Non-Small Cell Lung Carcinomas. Diagnostics (Basel) 2021; 11:196. [PMID: 33572782 PMCID: PMC7912095 DOI: 10.3390/diagnostics11020196] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Revised: 01/24/2021] [Accepted: 01/25/2021] [Indexed: 12/13/2022] Open
Abstract
Despite the recent implementation of immunotherapy as a single treatment or in combination with chemotherapy for first-line treatment of advanced non-small cell lung cancer (NSCLC), many patients do not benefit from this regimen due to primary treatment resistance or toxicity. Consequently, there is an urgent need to develop efficient biomarkers that can select patients who will benefit from immunotherapy thereby providing the appropriate treatment and avoiding toxicity. One of the biomarkers recently described for the stratification of NSCLC patients undergoing immunotherapy are mutations in STK11/LKB1, which are often associated with a lack of response to immunotherapy in some patients. Therefore, the purpose of this review is to describe the different cellular mechanisms associated with STK11/LKB1 mutations, which may explain the lack of response to immunotherapy. Moreover the review addresses the co-occurrence of additional mutations that may influence the response to immunotherapy and the current clinical studies that have further explored STK11/LKB1 as a predictive biomarker. Additionally this work includes the opportunities and limitations to look for the STK11/LKB1 status in the therapeutic strategy for NSCLC patients.
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Affiliation(s)
- Baharia Mograbi
- Centre Antoine Lacassagne, CNRS, FHU OncoAge, Team 4, INSERM, IRCAN, Université Côte d’Azur, 06000 Nice, France;
| | - Simon Heeke
- Department of Thoracic Head and Neck Medical Oncology, UT MD Anderson Cancer Center, Houston, TX 77030, USA;
| | - Paul Hofman
- Centre Antoine Lacassagne, CNRS, FHU OncoAge, Team 4, INSERM, IRCAN, Université Côte d’Azur, 06000 Nice, France;
- CHU Nice, Laboratory of Clinical and Experimental Pathology, FHU OncoAge, Pasteur Hospital, Université Côte d’Azur, 06000 Nice, France
- CHU Nice, FHU OncoAge, Hospital-Integrated Biobank BB-0033-00025, Université Côte d’Azur, 06000 Nice, France
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