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Ruíz-Patiño A, Rojas L, Zuluaga J, Arrieta O, Corrales L, Martín C, Franco S, Raez L, Rolfo C, Sánchez N, Cardona AF. Genomic ancestry and cancer among Latin Americans. Clin Transl Oncol 2024; 26:1856-1871. [PMID: 38581481 PMCID: PMC11249489 DOI: 10.1007/s12094-024-03415-6] [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: 09/23/2023] [Accepted: 02/20/2024] [Indexed: 04/08/2024]
Abstract
Latin American populations, characterized by intricate admixture patterns resulting from the intermingling of ancestries from European, Native American (NA) Asian, and African ancestries which result in a vast and complex genetic landscape, harboring unique combinations of novel variants. This genetic diversity not only poses challenges in traditional population genetics methods but also opens avenues for a deeper understanding of its implications in health. In cancer, the interplay between genetic ancestry, lifestyle factors, and healthcare disparities adds a layer of complexity to the varying incidence and mortality rates observed across different Latin American subpopulations. This complex interdependence has been unveiled through numerous studies, whether conducted on Latin American patients residing on the continent or abroad, revealing discernible differences in germline composition that influence divergent disease phenotypes such as higher incidence of Luminal B and Her2 breast tumors, EGFR and KRAS mutated lung adenocarcinomas in addition to an enrichment in BRCA1/2 pathogenic variants and a higher than expected prevalence of variants in colorectal cancer associated genes such as APC and MLH1. In prostate cancer novel risk variants have also been solely identified in Latin American populations. Due to the complexity of genetic divergence, inputs from each individual ancestry seem to carry independent contributions that interplay in the development of these complex disease phenotypes. By understanding these unique population characteristics, genomic ancestries hold a promising avenue for tailoring prognostic assessments and optimizing responses to oncological interventions.
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Affiliation(s)
- Alejandro Ruíz-Patiño
- Clinical Genetics, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia
- GIGA/TERA Research Group, CTIC/Universidad El Bosque, Bogotá, Colombia
| | - Leonardo Rojas
- GIGA/TERA Research Group, CTIC/Universidad El Bosque, Bogotá, Colombia
- Thoracic Oncology Unit, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia
| | - Jairo Zuluaga
- GIGA/TERA Research Group, CTIC/Universidad El Bosque, Bogotá, Colombia
- Thoracic Oncology Unit, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia
| | - Oscar Arrieta
- Instituto Nacional de Cancerología -INCaN, Mexico City, Mexico
| | - Luis Corrales
- Thoracic Oncology Unit, Centro de Investigación y Manejo del Cáncer (CIMCA), San José, Costa Rica
| | - Claudio Martín
- Thoracic Oncology Unit, Instituto Alexander Fleming, Buenos Aires, Argentina
| | - Sandra Franco
- GIGA/TERA Research Group, CTIC/Universidad El Bosque, Bogotá, Colombia
- Breast Cancer Unit, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia
| | - Luis Raez
- Oncology Department, Memorial Cancer Institute (MCI), Memorial Healthcare System, Miami, FL, USA
| | - Christian Rolfo
- Center for Thoracic Oncology, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Natalia Sánchez
- GIGA/TERA Research Group, CTIC/Universidad El Bosque, Bogotá, Colombia
- Institute of Research, Science and Education, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia
| | - Andrés Felipe Cardona
- GIGA/TERA Research Group, CTIC/Universidad El Bosque, Bogotá, Colombia.
- Thoracic Oncology Unit, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia.
- Institute of Research, Science and Education, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia.
- Direction of Research and Education, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Cra. 14 #169-49, Bogotá, Colombia.
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Parra-Medina R, Castañeda-González JP, Montoya L, Gómez-Gómez MP, Clavijo Cabezas D, Plazas Vargas M. PD-L1 expression in non-small cell lung carcinoma in Latin America: a systematic review and meta-analysis. Transl Lung Cancer Res 2024; 13:1660-1671. [PMID: 39118886 PMCID: PMC11304153 DOI: 10.21037/tlcr-24-223] [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: 03/07/2024] [Accepted: 05/27/2024] [Indexed: 08/10/2024]
Abstract
Background Programmed cell death ligand 1 (PD-L1) expression in non-small cell lung carcinoma (NSCLC) is a crucial factor in predicting responses to immunotherapy. This systematic review and meta-analysis focuses on the prevalence of PD-L1 expression and clinicopathological features among Hispanic/Latino (H/L) populations. Methods Embase, LILACS, Medline, and Virtual Health Library were searched for studies that evaluated the prevalence of PD-L1 in H/L patients. The protocol was submitted to PROSPERO with ID CRD42023488547. We employed the Joanna Briggs Institute Checklist for Systematic Reviews and Research Syntheses to assess the methodological quality and applicability of the included studies. Meta-analyses were done to determine the prevalence using a random effects model. Results The meta-analysis, encompassing 21 articles with 16,486, revealed that 80.2% of patients had PD-L1 expression data available (n=13,222). The prevalence calculated of PD-L1 expression in Latino NSCLC patients was 55% [95% confidence interval (CI): 0.54-0.55], with 31% (95% CI: 0.27-0.36) showing a tumoral proportion score (TPS) of 1-49%, and 23% (95% CI: 0.16-0.30) registering a TPS ≥50%. Higher expression was observed in male gender, smoking, adenocarcinoma subtypes, poor tumor differentiation, and advanced stages. PD-L1 expression was most frequent in EGFR wild-type status (82.5%) with a odds ratio (OR) 1.54 (95% CI: 1.24-1.92) and PD-L1 expression was associated with ALK positive (OR =1.54; 95% CI: 1.24-1.92). Conclusions This meta-analysis provides a comprehensive overview of PD-L1 expression in NSCLC in the H/L population. The findings underscore the significant prevalence of PD-L1 expression and emphasize the relevance of immunotherapy in this population. Understanding the clinicopathological features associated with PD-L1 expression can contribute to tailored treatment strategies for NSCLC in Latin America.
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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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Li W, Fu S, Gao X, Lu Z, Jin R, Qin N, Zhang X, Wu Y, Li W, Wang J. Immunotherapy efficacy predictive tool for lung adenocarcinoma based on neural network. Front Immunol 2023; 14:1141408. [PMID: 37056768 PMCID: PMC10086240 DOI: 10.3389/fimmu.2023.1141408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 03/15/2023] [Indexed: 03/30/2023] Open
Abstract
BackgroundRemarkably, the anti-cancer efficacy of immunotherapy in lung adenocarcinoma (LUAD) has been demonstrated. However, predicting the beneficiaries of this expensive treatment is still a challenge.Materials and methodsA group of patients (N = 250) diagnosed with LUAD and receiving immunotherapy were retrospectively studied. They were randomly divided into a training dataset (80%) and a test dataset (20%). The training dataset was utilized to train neural network models to predict patients’ objective response rate (ORR), disease control rate (DCR), responders (progression-free survival time > 6 months), and overall survival (OS) possibility, which were validated by both the training and test datasets and packaged into a tool later.ResultsIn the training dataset, the tool scored 0.9016 area under the receiver operating characteristic (AUC) curve on ORR judgment, 0.8570 on DCR, and 0.8395 on responder prediction. In the test dataset, the tool scored 0.8173 AUC on ORR, 0.8244 on DCR, and 0.8214 on responder determination. As for OS prediction, the tool scored 0.6627 AUC in the training dataset and 0.6357 in the test dataset.ConclusionsThis immunotherapy efficacy predictive tool for LUAD patients based on neural networks could predict their ORR, DCR, and responder well.
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Affiliation(s)
- Wei Li
- Cancer Research Center, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Siyun Fu
- Cancer Research Center, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
- Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute/Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Xiang Gao
- Cancer Research Center, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
- Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute/Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Zhendong Lu
- Cancer Research Center, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
- Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute/Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Renjing Jin
- Cancer Research Center, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Na Qin
- Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute/Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Xinyong Zhang
- Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute/Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Yuhua Wu
- Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute/Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Weiying Li
- Cancer Research Center, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
- *Correspondence: Jinghui Wang, ; Weiying Li,
| | - Jinghui Wang
- Cancer Research Center, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
- Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute/Beijing Chest Hospital, Capital Medical University, Beijing, China
- *Correspondence: Jinghui Wang, ; Weiying Li,
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Mei J, Cai Y, Xu R, Yu X, Han X, Weng M, Chen L, Ma T, Gao T, Gao F, Xia T, Zhu Y, Zhang Y. Angiotensin-converting enzyme 2 identifies immuno-hot tumors suggesting angiotensin-(1-7) as a sensitizer for chemotherapy and immunotherapy in breast cancer. Biol Proced Online 2022; 24:15. [PMID: 36284262 PMCID: PMC9594906 DOI: 10.1186/s12575-022-00177-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 10/10/2022] [Indexed: 11/23/2022] Open
Abstract
Background Angiotensin-converting enzyme 2 (ACE2) is known as a tumor suppressor and lowly expressed in most cancers. The expression pattern and role of ACE2 in breast cancer (BC) have not been deeply elucidated. Methods A systematic pan-cancer analysis was conducted to assess the expression pattern and immunological role of ACE2 based on RNA-sequencing (RNA-seq) data downloaded from The Cancer Genome Atlas (TCGA). The correlation of ACE2 expression and immunological characteristics in the BC tumor microenvironment (TME) was evaluated. The role of ACE2 in predicting the response to therapeutic options was estimated. Moreover, the pharmacodynamic effect of angiotensin-(1–7) (Ang-1–7), the product of ACE2, on chemotherapy and immunotherapy was evaluated on the BALB/c mouse BC model. In addition, the plasma samples from BC patients receiving neoadjuvant chemotherapy were collected and subjected to the correlation analysis of the expression level of Ang-1–7 and the response to neoadjuvant chemotherapy. Results ACE2 was lowly expressed in BC tissues compared with that in adjacent tissues. Interestingly, ACE2 was shown the highest correlation with immunomodulators, tumor-infiltrating immune cells (TIICs), cancer immunity cycles, immune checkpoints, and tumor mutation burden (TMB) in BC. In addition, a high level of ACE2 indicated a low response to endocrine therapy and a high response to chemotherapy, anti-ERBB therapy, antiangiogenic therapy and immunotherapy. In the mouse model, Ang-1–7 sensitized mouse BC to the chemotherapy and anti-PD-1 immunotherapy, which revealed its significant anti-tumor effect. Moreover, a high plasma level of Ang-1–7 was associated with a better response to neoadjuvant chemotherapy. Conclusions ACE2 identifies immuno-hot tumors in BC, and its enzymatic product Ang-1–7 sensitizes BC to the chemotherapy and immunotherapy by remodeling the TME. Supplementary Information The online version contains supplementary material available at 10.1186/s12575-022-00177-9.
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Affiliation(s)
- Jie Mei
- Department of Oncology, Wuxi Maternal and Child Health Hospital Affiliated to Nanjing Medical University, No. 48 Huaishu Rd, Wuxi, 214000, China.,Wuxi Clinical Medical College, Nanjing Medical University, Wuxi, 214000, China
| | - Yun Cai
- Department of Oncology, Wuxi Maternal and Child Health Hospital Affiliated to Nanjing Medical University, No. 48 Huaishu Rd, Wuxi, 214000, China.,Wuxi Clinical Medical College, Nanjing Medical University, Wuxi, 214000, China
| | - Rui Xu
- The First Clinical Medical College, Nanjing Medical University, Nanjing, 211166, China
| | - Xinqian Yu
- Department of Physiology, Nanjing Medical University, No. 101 Longmian Av, Nanjing, 211166, China
| | - Xu Han
- Jiangsu Breast Disease Center, the First Affiliated Hospital With Nanjing Medical University, No. 300 Guangzhou Rd, Nanjing, 210029, China
| | - Miaomiao Weng
- Jiangsu Breast Disease Center, the First Affiliated Hospital With Nanjing Medical University, No. 300 Guangzhou Rd, Nanjing, 210029, China
| | - Lingyan Chen
- Department of Oncology, Wuxi Maternal and Child Health Hospital Affiliated to Nanjing Medical University, No. 48 Huaishu Rd, Wuxi, 214000, China
| | - Tao Ma
- Department of Breast Surgery, Wuxi Maternal and Child Health Hospital Affiliated to Nanjing Medical University, Wuxi, 214000, China
| | - Tianshu Gao
- Wuxi Clinical Medical College, Nanjing Medical University, Wuxi, 214000, China
| | - Fei Gao
- Wuxi Clinical Medical College, Nanjing Medical University, Wuxi, 214000, China
| | - Tiansong Xia
- Jiangsu Breast Disease Center, the First Affiliated Hospital With Nanjing Medical University, No. 300 Guangzhou Rd, Nanjing, 210029, China.
| | - Yichao Zhu
- Department of Physiology, Nanjing Medical University, No. 101 Longmian Av, Nanjing, 211166, China.
| | - Yan Zhang
- Department of Oncology, Wuxi Maternal and Child Health Hospital Affiliated to Nanjing Medical University, No. 48 Huaishu Rd, Wuxi, 214000, China.
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Arrieta O, Zatarain-Barrón ZL, Cardona AF, Corrales L, Martin C, Cuello M. Uniting Latin America Through Research: How Regional Research Can Strengthen Local Policies, Networking, and Outcomes for Patients With Lung Cancer. Am Soc Clin Oncol Educ Book 2022; 42:1-7. [PMID: 35503985 DOI: 10.1200/edbk_349951] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Lung cancer represents a considerable global health threat, leading the list in terms of cancer-related deaths worldwide. An important proportion of lung cancer cases occur within Latin America, and current projections show that over the next decade, the number of deaths due to lung cancer will double in the region, underscoring the need to implement evidence-based interventions to improve outcomes. Several challenges have limited the progress in lung cancer research in Latin America for many years, though recently the surge of multidisciplinary, transnational, and transcultural research groups have overcome many of these limitations. The increase in region-specific knowledge has improved cancer care in the area, providing clinicians with a specific demographic and molecular profile for Hispanic patients with lung cancer; as a result, the implementation of precision oncology has benefited from a profound knowledge of the patient profile. Nonetheless, there are still challenges to improve research in Latin America, including stabilizing funding sources to continue independent research, supporting mentoring programs and an early immersion in clinical research for early career fellows, and overcoming barriers for publishing.
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Affiliation(s)
- Oscar Arrieta
- Thoracic Oncology Unit, Instituto Nacional de Cancerología (INCan), Mexico City, Mexico
| | | | - Andrés F Cardona
- Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia
| | - Luis Corrales
- Clinical Oncology Department, Centro de Investigaciones y Manejo del Cancer, San Jose, Costa Rica
| | - Claudio Martin
- Thoracic Oncology Unit, Instituto Fleming, Buenos Aires, Argentina
| | - Mauricio Cuello
- Medical Oncology Department, Hospital de Clinica, Universidad de la Republica, Montevideo, Uruguay
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