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Araujo JM, Rosas G, Belmar-López C, Raez LE, Rolfo CD, Schwarz LJ, Infante-Huaytalla U, Paez KJ, García LR, Alvarado H, Ramos FP, Delgado-Espinoza SS, Cardenas-Farfan JB, Cornejo M, Zanabria D, Colonio-Cossio C, Rojas-Jefferson M, Pinto JA. Influence of Sex in the Molecular Characteristics and Outcomes of Malignant Tumors. Front Oncol 2021; 11:752918. [PMID: 34737960 PMCID: PMC8562721 DOI: 10.3389/fonc.2021.752918] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 09/29/2021] [Indexed: 01/22/2023] Open
Abstract
Background Sex is frequently underestimated as a prognostic biomarker in cancer. In this study, we evaluated a large cohort of patients and public datasets to determine the influence of sex on clinical outcomes, mutational status, and activation of immune pathways in different types of cancer. Methods A cohort of 13,619 Oncosalud-affiliated patients bearing sex-unrelated cancers was followed over a 20-year period. Hazard ratios (HRs) for death were estimated for female vs. male patients for each cancer type and then pooled in a meta-analysis to obtain an overall HR. In addition, the mutational status of the main actionable genes in melanoma (MEL), colorectal cancer (CRC), and lung cancer was compared between sexes. Finally, a gene set enrichment analysis (GSEA) of publicly available data was conducted, to assess differences in immune processes between sexes in MEL, gastric adenocarcinoma (GC), head and neck cancer (HNC), colon cancer (CC), liver cancer (LC), pancreatic cancer (PC), thyroid cancer (TC), and clear renal cell carcinoma (CCRCC). Results Overall, women had a decreased risk of death (HR = 0.73, CI95: 8%-42%), with improved overall survival (OS) in HNC, leukemia, lung cancer, lymphoma, MEL, multiple myeloma (MM), and non-melanoma skin cancer. Regarding the analysis of actionable mutations, only differences in EGFR alterations were observed (27.7% for men vs. 34.4% for women, p = 0.035). The number of differentially activated immune processes was higher in women with HNC, LC, CC, GC, MEL, PC, and TC and included cellular processes, responses to different stimuli, immune system development, immune response activation, multiorganism processes, and localization of immune cells. Only in CCRCC was a higher activation of immune pathways observed in men. Conclusions The study shows an improved survival rate, increased activation of immune system pathways, and an enrichment of EGFR alterations in female patients of our cohort. Enhancement of the immune response in female cancer patients is a phenomenon that should be further explored to improve the efficacy of immunotherapy.
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Affiliation(s)
- Jhajaira M Araujo
- Centro de Investigación Básica y Traslacional, AUNA Ideas, Lima, Peru.,Escuela Profesional de Medicina Humana, Universidad Privada San Juan Bautista, Lima, Peru
| | - Gina Rosas
- Departamento de Patología, Instituto Nacional de Enfermedades Neoplásicas, Lima, Peru
| | - Carolina Belmar-López
- Escuela Profesional de Medicina Humana, Universidad Privada San Juan Bautista, Lima, Peru.,Departamento de Genómica, Oncogenomics, Lima, Peru
| | - Luis E Raez
- Memorial Cancer Institute/Memorial Health Care System, Florida International University (FIU), Pembroke Pines, FL, United States
| | - Christian D Rolfo
- Center for Thoracic Oncology/Tisch Cancer Institute, Mount Sinai, New York, NY, United States
| | - Luis J Schwarz
- Escuela Profesional de Medicina Humana-Filial Ica, Universidad Privada San Juan Bautista, Ica, Peru
| | | | - Kevin J Paez
- Facultad de Ciencias Biológicas, Universidad Nacional San Luis Gonzaga de Ica, Ica, Peru
| | - Luis R García
- Facultad de Ciencias Biológicas, Universidad Nacional San Luis Gonzaga de Ica, Ica, Peru
| | - Hober Alvarado
- Facultad de Ciencias Biológicas, Universidad Nacional San Luis Gonzaga de Ica, Ica, Peru
| | - Fany P Ramos
- Facultad de Ciencias Biológicas, Universidad Nacional San Luis Gonzaga de Ica, Ica, Peru
| | | | - Jhon B Cardenas-Farfan
- Facultad de Ciencias Biológicas, Universidad Nacional San Luis Gonzaga de Ica, Ica, Peru
| | - Melanie Cornejo
- Centro de Investigación Básica y Traslacional, AUNA Ideas, Lima, Peru
| | | | | | | | - Joseph A Pinto
- Centro de Investigación Básica y Traslacional, AUNA Ideas, Lima, Peru
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2
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Zevallos A, Bravo L, Bretel D, Paez K, Infante U, Cárdenas N, Alvarado H, Posada AM, Pinto JA. The hispanic landscape of triple negative breast cancer. Crit Rev Oncol Hematol 2020; 155:103094. [PMID: 33027724 DOI: 10.1016/j.critrevonc.2020.103094] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2019] [Revised: 08/26/2020] [Accepted: 08/28/2020] [Indexed: 10/23/2022] Open
Abstract
Triple-negative breast cancer (TNBC) is a heterogeneous and complex disease characterized by the absence of immunohistochemical expression of estrogen receptor, progesterone receptor and HER2. These breast tumors present an aggressive biology and offer few opportunities to be treated with targeted therapy resulting in bad disease outcomes. The epidemiology of TNBC is intriguing where the understanding of its biology has progressed quickly. One of the peculiarities of this type of cancer is a high prevalence in Afrodescendants and Hispanic patients compared to Caucasian women. In this review we describe some features of TNBC, focusing in the Hispanic population, such as epidemiological, clinicopathological features and molecular features and the correlation between TNBC prevalence and the human development index.
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Affiliation(s)
- Alejandra Zevallos
- Escuela de Medicina Humana, Universidad Privada San Juan Bautista, Lima, Peru
| | - Leny Bravo
- Escuela de Medicina Humana, Universidad Privada San Juan Bautista, Lima, Peru
| | - Denisse Bretel
- Grupo de Estudios Clínicos Oncológicos Peruano, GECOPERU, Lima, Peru
| | - Kevin Paez
- Facultad de Ciencias Biológicas, Universidad Nacional San Luis Gonzaga de Ica, Ica, Peru
| | - Ulises Infante
- Facultad de Ciencias Biológicas, Universidad Nacional San Luis Gonzaga de Ica, Ica, Peru
| | - Nadezhda Cárdenas
- Escuela de Medicina Humana-Filial Ica, Universidad Privada San Juan Bautista, Ica, Peru
| | - Hober Alvarado
- Facultad de Ciencias Biológicas, Universidad Nacional San Luis Gonzaga de Ica, Ica, Peru
| | | | - Joseph A Pinto
- Unidad de Investigación Básica y Traslacional, Oncosalud - AUNA, Lima, Peru.
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3
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Araujo JM, Raez LE, Rolfo CD, Schwarz LJ, Infante-Huaytalla U, Paez KJ, García LR, Alvarado H, Ramos FP, Delgado-Espinoza SS, Cardenas-Farfan JB, Barboza-Meca JJ, Caballero-Alvarado J, Pinto JA. Abstract 1518: Gene expression profile and gender differences related with immune processes in solid tumors. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-1518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: We have described before differences in gene expression profile (GEP) of immune gene-sets between genders in non-small cell lung cancers (NSCLC). On the other hand, there are reports mentioning the benefit of immune checkpoint inhibitors (ICI) could be influenced by gender, suggesting differences in immune processes (IP). We decided to evaluate if there are gender-specific differences in solid tumors including melanoma, gastric adenocarcinomas (GAC), head and neck cancer (HNC) and clear renal cell carcinoma (CCRCC).
Methods: GEO (https://www.ncbi.nlm.nih.gov/geo/) datasets were retrieved and analyzed for melanoma, GAC, HNC and CCRCC that contained GEP across Affymetrix and Illumina Microarrays of primary tumors. Datasets were manually verified and cases without gender information or non-tumoral tissue were excluded. Cell lines were not considered in our analysis. Data was pre-processed and gene-set enrichment analysis (GSEA) was conducted individually in the datasets GSE6791, GSE30784, GSE78060, GSE34105, GSE65858 (HNC); GSE73731, GSE36895, GSE11904, GSE40435 (CCRCC); GSE26899, GSE26901 (GAC) and GSE15605 (melanoma). Immune process (IP) grouped by gene ontology and identified with a p-value<0.05 and a FDR<25% were considered enriched.
Results: The number of IP enriched in women was higher than men in HNC (306 IP), GAC (297 IP) followed by melanoma (128 IP) and CCRCC (30 IP). Pathways significantly enriched in women in the four evaluated malignancies were: activation of immune response, activation of innate immune response, antigen receptor mediated signaling pathway, immune response regulating cell surface receptor signaling pathway, positive regulation of innate immune response, regulation of innate immune response and T cell receptor signaling pathway. In contrast to other cancers, only CCRCC showed enrichment of immune gene sets in males.
Conclusions: We find strong patterns of GEP of immune genes in tumors from female patients, suggesting gender-specific patterns of response to ICI. This pool of immune genes differentially expressed could be used as candidate biomarkers for prediction of response to immunotherapy.
Citation Format: Jhajaira M. Araujo, Luis E. Raez, Christian D. Rolfo, Luis J. Schwarz, Ulises Infante-Huaytalla, Kevin J. Paez, Luis R. García, Hober Alvarado, Fany P. Ramos, Sheyla S. Delgado-Espinoza, Jhon B. Cardenas-Farfan, Joshuan J. Barboza-Meca, Jose Caballero-Alvarado, Joseph A. Pinto. Gene expression profile and gender differences related with immune processes in solid tumors [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 1518.
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Affiliation(s)
| | - Luis E. Raez
- 2Memorial Cancer Institute/Memorial Health Care System, Florida International University (FIU), FL
| | - Christian D. Rolfo
- 3University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center, MD
| | | | | | - Kevin J. Paez
- 4Universidad Nacional San Luis Gonzaga de Ica, Ica, Peru
| | - Luis R. García
- 4Universidad Nacional San Luis Gonzaga de Ica, Ica, Peru
| | - Hober Alvarado
- 4Universidad Nacional San Luis Gonzaga de Ica, Ica, Peru
| | - Fany P. Ramos
- 4Universidad Nacional San Luis Gonzaga de Ica, Ica, Peru
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Pinto JA, Saravia CH, Flores C, Araujo JM, Martínez D, Schwarz LJ, Casas A, Bravo L, Zavaleta J, Chuima B, Alvarado H, Fujita R, Gómez HL. Precision medicine for locally advanced breast cancer: frontiers and challenges in Latin America. Ecancermedicalscience 2019; 13:896. [PMID: 30792813 PMCID: PMC6372295 DOI: 10.3332/ecancer.2019.896] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2018] [Indexed: 12/18/2022] Open
Abstract
Advances in high-throughput technologies and their involvement in the 'omics' of cancer have made possible the identification of hundreds of biomarkers and the development of predictive and prognostic platforms that model the management of cancer from evidence-based medicine to precision medicine. Latin America (LATAM) is a region characterised by fragmented healthcare, high rates of poverty and disparities to access to a basic standard of care not only for cancer but also for other complex diseases. Patients from the public setting cannot afford targeted therapy, the facilities offering genomic platforms are scarce and the use of high-precision radiotherapy is limited to few facilities. Despite the fact that LATAM oncologists are well-trained in the use of genomic platforms and constantly participate in genomic projects, a medical practice based in precision oncology is a great challenge and frequently limited to private practice. In breast cancer, we are waiting for the results of large basket trials to incorporate the detection of actionable mutations to select targeted treatments, in a similar way to the management of lung cancer. On the other hand and paradoxically, in the 'one fit is not for all' era, clinical and genomic studies continue grouping our patients under the single label 'Latin American' or 'Hispanic' despite the different ancestries and genomic backgrounds seen in the region. More regional cancer genomic initiatives and public availability of this data are needed in order to develop more precise oncology in locally advanced breast cancer.
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Affiliation(s)
- Joseph A Pinto
- Unidad de Investigación Básica y Traslacional, Oncosalud-AUNA, Lima 15036, Perú
| | - César H Saravia
- Unidad de Investigación Básica y Traslacional, Oncosalud-AUNA, Lima 15036, Perú
| | - Claudio Flores
- Unidad de Investigación Básica y Traslacional, Oncosalud-AUNA, Lima 15036, Perú
| | - Jhajaira M Araujo
- Unidad de Investigación Básica y Traslacional, Oncosalud-AUNA, Lima 15036, Perú
| | - David Martínez
- Departamento de Radioterapia, Oncosalud-AUNA, Lima 15036, Perú
| | - Luis J Schwarz
- Departamento de Medicina Oncológica, Oncosalud-AUNA, Lima 15036, Perú
| | - Alberto Casas
- Escuela Profesional de Medicina Humana, Universidad Privada San Juan Bautista, Lima 15067, Perú
| | - Leny Bravo
- Escuela Profesional de Medicina Humana, Universidad Privada San Juan Bautista, Lima 15067, Perú
| | - Jenny Zavaleta
- Escuela Profesional de Medicina Humana, Universidad Privada San Juan Bautista, Lima 15067, Perú
| | | | - Hober Alvarado
- Facultad de Ciencias Biológicas, Universidad Nacional San Luis Gonzaga de Ica, Ica 11004, Perú
| | - Ricardo Fujita
- Centro de Genética y Biología Molecular, Universidad de San Martín de Porres, Lima 15024, Perú
| | - Henry L Gómez
- Departamento de Medicina Oncológica, Oncosalud-AUNA, Lima 15036, Perú.,Departamento de Medicina Oncológica, Instituto Nacional de Enfermedades Neoplásicas, 15038, Perú
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Moura EGH, Domingos TA, Alvarado H, Iriya K, Kishi HS, Martins BC, Moura ETH, P PS. [Hyperplastic polyp with neoplastic transformation in a patient with atrophic gastritis and multiple gastric neuroendocrine tumors]. Rev Gastroenterol Mex 2012; 77:96-8. [PMID: 22658549 DOI: 10.1016/j.rgmx.2012.03.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2011] [Revised: 02/05/2012] [Accepted: 03/22/2012] [Indexed: 11/16/2022]
Abstract
Hyperplastic gastric polyps are often found at GI endoscopy and are not considered premalignant lesions, although some cases of malignancy have been reported. Neuroendocrine tumors, conversely, are rare and account for approximately 1% to 2% of gastric polyps. Both hyperplastic gastric polyps and neuroendocrine tumors are related to gastric atrophy. The case of a hyperplastic polyp with multifocal areas of adenocarcinoma within the polyp associated to multiple gastric neuroendocrine tumors is reported.
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Affiliation(s)
- E G H Moura
- Unidad de Endoscopia Gastrointestinal, Facultad de Medicina, Universidad de Sao Paulo, Sao Paulo, Brasil
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Lopez R, Cervantes E, Aranda E, Alvarado H, Morales F, Soto G, Flores H, Garcia M. P385 Ultrasound findings during pregnancy in a woman with Noonan syndrome: A case report. Int J Gynaecol Obstet 2009. [DOI: 10.1016/s0020-7292(09)61876-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Lopez R, Soto G, Cervantes E, Alvarado H, Garcia M, Morales F, Aranda E. P798 Reproductive and neonatal outcome in a woman with didelphic uterus and complete longitudinal vaginal septum: A case report. Int J Gynaecol Obstet 2009. [DOI: 10.1016/s0020-7292(09)62288-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Soto E, Ochoa Z, Alvarado H, Espinoza OB, Irastorza IM, Ramirez MS. Pipazethate lethality in a baby. Vet Hum Toxicol 1993; 35:41. [PMID: 8434453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Affiliation(s)
- E Soto
- Pediatric Department, Hospital Dr AM Pineda, Barquisimeto, Venezuela
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Alvarado H, Casanova-Díaz AS, Capella A, Toro-Freire C, Márquez IM, Dones MA, Cabañas R. Mandibular reconstruction in patients with oral carcinoma using autogenous mandibular implants. Oral Surg Oral Med Oral Pathol 1970; 30:11-20. [PMID: 5269798 DOI: 10.1016/0030-4220(70)90004-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
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10
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Santibáñez Woolrich F, Gandy P, Rodríguez J, Alvarado H, Galindo E, Vázquez Velázquez E, Arteaga G. [Myxoma of the left auricle. Report of a case with sucessful surgical treatment]. Arch Inst Cardiol Mex 1967; 37:604-6. [PMID: 6063979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
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