1
|
Cordova-Delgado M, Bravo ML, Cumsille E, Hill CN, Muñoz-Medel M, Pinto MP, Retamal IN, Lavanderos MA, Miquel JF, Rodriguez-Fernandez M, Liao Y, Li Z, Corvalán AH, Armisén R, Garrido M, Quiñones LA, Owen GI. A case-control study of a combination of single nucleotide polymorphisms and clinical parameters to predict clinically relevant toxicity associated with fluoropyrimidine and platinum-based chemotherapy in gastric cancer. BMC Cancer 2021; 21:1030. [PMID: 34525956 PMCID: PMC8444616 DOI: 10.1186/s12885-021-08745-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [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: 06/11/2021] [Accepted: 08/22/2021] [Indexed: 12/22/2022] Open
Abstract
Background Fluoropyrimidine plus platinum chemotherapy remains the standard first line treatment for gastric cancer (GC). Guidelines exist for the clinical interpretation of four DPYD genotypes related to severe fluoropyrimidine toxicity within European populations. However, the frequency of these single nucleotide polymorphisms (SNPs) in the Latin American population is low (< 0.7%). No guidelines have been development for platinum. Herein, we present association between clinical factors and common SNPs in the development of grade 3–4 toxicity. Methods Retrospectively, 224 clinical records of GC patient were screened, of which 93 patients were incorporated into the study. Eleven SNPs with minor allelic frequency above 5% in GSTP1, ERCC2, ERCC1, TP53, UMPS, SHMT1, MTHFR, ABCC2 and DPYD were assessed. Association between patient clinical characteristics and toxicity was estimated using logistic regression models and classification algorithms. Results Reported grade ≤ 2 and 3–4 toxicities were 64.6% (61/93) and 34.4% (32/93) respectively. Selected DPYD SNPs were associated with higher toxicity (rs1801265; OR = 4.20; 95% CI = 1.70–10.95, p = 0.002), while others displayed a trend towards lower toxicity (rs1801159; OR = 0.45; 95% CI = 0.19–1.08; p = 0.071). Combination of paired SNPs demonstrated significant associations in DPYD (rs1801265), UMPS (rs1801019), ABCC2 (rs717620) and SHMT1 (rs1979277). Using multivariate logistic regression that combined age, sex, peri-operative chemotherapy, 5-FU regimen, the binary combination of the SNPs DPYD (rs1801265) + ABCC2 (rs717620), and DPYD (rs1801159) displayed the best predictive performance. A nomogram was constructed to assess the risk of developing overall toxicity. Conclusion Pending further validation, this model could predict chemotherapy associated toxicity and improve GC patient quality of life. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-021-08745-0.
Collapse
Affiliation(s)
- Miguel Cordova-Delgado
- Faculty of Chemical and Pharmaceutical Sciences, Universidad de Chile, 8380494, Santiago, Chile.,Department of Physiology, Faculty of Biological Sciences, Pontificia Universidad Católica de Chile, 8331150, Santiago, Chile.,Department of Hematology and Oncology, Faculty of Medicine, Pontificia Universidad Católica de Chile, 8330032, Santiago, Chile
| | - María Loreto Bravo
- Department of Hematology and Oncology, Faculty of Medicine, Pontificia Universidad Católica de Chile, 8330032, Santiago, Chile
| | - Elisa Cumsille
- Department of Physiology, Faculty of Biological Sciences, Pontificia Universidad Católica de Chile, 8331150, Santiago, Chile
| | - Charlotte N Hill
- Department of Physiology, Faculty of Biological Sciences, Pontificia Universidad Católica de Chile, 8331150, Santiago, Chile.,Millennium Institute on Immunology and Immunotherapy, 8331150, Santiago, Chile
| | - Matías Muñoz-Medel
- Department of Hematology and Oncology, Faculty of Medicine, Pontificia Universidad Católica de Chile, 8330032, Santiago, Chile
| | - Mauricio P Pinto
- Department of Hematology and Oncology, Faculty of Medicine, Pontificia Universidad Católica de Chile, 8330032, Santiago, Chile
| | - Ignacio N Retamal
- Faculty of Dentistry, Universidad de Los Andes, 7620001, Santiago, Chile
| | - María A Lavanderos
- Laboratory of Chemical Carcinogenesis and Pharmacogenetics, Department of Basic and Clinical Oncology, Faculty of Medicine, Universidad de Chile, 8380494, Santiago, Chile.,Latin American Network for Implementation and Validation of Clinical Pharmacogenomics Guidelines (RELIVAF-CYTED), Madrid, Spain.,Escuela de Química y Farmacia, Facultad de Ciencias Médicas, Universidad Bernardo O'Higgins, Santiago, Chile
| | - Juan Francisco Miquel
- Department of Gastroenterology, Faculty of Medicine, Pontificia Universidad Católica de Chile, 8330032, Santiago, Chile
| | - Maria Rodriguez-Fernandez
- Institute for Biological and Medical Engineering, Schools of Engineering, Medicine and Biological Sciences, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Yuwei Liao
- Central Laboratory, Yangjiang People's Hospital, GuangDong Province, Yangjiang, China.,Center of Genome and Personalized Medicine, Institute of Cancer Stem Cell, Dalian Medical University, Dalian, China
| | - Zhiguang Li
- Center of Genome and Personalized Medicine, Institute of Cancer Stem Cell, Dalian Medical University, Dalian, China.,National Institute on Aging, National Institute of Health, Baltimore, USA
| | - Alejandro H Corvalán
- Department of Hematology and Oncology, Faculty of Medicine, Pontificia Universidad Católica de Chile, 8330032, Santiago, Chile.,Advanced Center for Chronic Diseases (ACCDiS), 8330034, Santiago, Chile
| | - Ricardo Armisén
- Instituto de Ciencias e Innovación en Medicina, Facultad de Medicina, Clínica Alemana, Universidad del Desarrollo, 7590943, Santiago, Chile
| | - Marcelo Garrido
- Department of Hematology and Oncology, Faculty of Medicine, Pontificia Universidad Católica de Chile, 8330032, Santiago, Chile
| | - Luis A Quiñones
- Laboratory of Chemical Carcinogenesis and Pharmacogenetics, Department of Basic and Clinical Oncology, Faculty of Medicine, Universidad de Chile, 8380494, Santiago, Chile. .,Latin American Network for Implementation and Validation of Clinical Pharmacogenomics Guidelines (RELIVAF-CYTED), Madrid, Spain.
| | - Gareth I Owen
- Department of Physiology, Faculty of Biological Sciences, Pontificia Universidad Católica de Chile, 8331150, Santiago, Chile. .,Department of Hematology and Oncology, Faculty of Medicine, Pontificia Universidad Católica de Chile, 8330032, Santiago, Chile. .,Millennium Institute on Immunology and Immunotherapy, 8331150, Santiago, Chile. .,Advanced Center for Chronic Diseases (ACCDiS), 8330034, Santiago, Chile.
| |
Collapse
|
2
|
Hill C, Cabrolier C, Cumsille E, Arce M, Pinto MP, Bravo ML, Muñoz M, Garrido M, Owen GI. Abstract 1494: Galectin 9 associates with PDL1 expression and promotes gastric cancer cell invasion. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-1494] [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: The development of immune checkpoint inhibitors (immunotherapy, such as anti-PD1) that induce a sustained T-cell immune response with anti-tumor activity has been a breakthrough in oncology practice. However, in gastric cancer (GC), sustained responses to anti PD-1 therapy are only observed in approximately 20% of patients. The expression of alternative immune checkpoints such as Galectin 9 (Gal-9) and Tim3 has been associated to anti-PD1 resistance in other cancer types. In search of the factors that render gastric tumors resistant to immunotherapy, we hypothesized that Gal-9 expression in gastric cancer cells may enhance metastasis and immunosuppression.
Methods: Bioinformatic analysis of gastric cancer data of patients with gastric adenocarcinoma from TCGA Database was performed. In vitro experiments with Gal-9 transfected gastric cancer cell line AGS were performed to elucidate Gal-9 gain of function effect on cell invasion and immune-suppressive proteins. Invasion assay using a matrigel coated transwell was performed within 24 hours of transfection. To determine changes in PDL1, E-Cadherin and N-Cadherin expression, cells were harvested 24h after transfection to analyze protein and mRNA levels through Western Blot and RT-PCR respectively.
Results: TCGA database analysis demonstrate that Gal-9 expression is significantly correlated to PDL-1 expression in gastric cancer; furthermore, it was also positively correlated to immune cell markers such as FOXP3. In accordance, in vitro analysis demonstrates that exogenous expression of GAL9 results in an increase in PDL-1 protein and greater invasive potential of the AGS cell line.
Conclusion: Taken together our results suggest that further studies should focus on the role played by Gal-9 is the establishment of an immune suppressive microenvironment in gastric tumors.
FONDECYT 1180241, 1180173. CONICYT FONDAP 15130011, IMII P09/016F
BMS CA209-8F3
Citation Format: Charlotte Hill, Camille Cabrolier, Elisa Cumsille, Maximiliano Arce, Mauricio P. Pinto, Maria Loreto Bravo, Matias Muñoz, Marcelo Garrido, Gareth I. Owen. Galectin 9 associates with PDL1 expression and promotes gastric cancer cell invasion [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 1494.
Collapse
Affiliation(s)
- Charlotte Hill
- Pontificia Universidad Catolica de Chile, Santiago, Chile
| | | | - Elisa Cumsille
- Pontificia Universidad Catolica de Chile, Santiago, Chile
| | | | | | | | - Matias Muñoz
- Pontificia Universidad Catolica de Chile, Santiago, Chile
| | | | - Gareth I. Owen
- Pontificia Universidad Catolica de Chile, Santiago, Chile
| |
Collapse
|
3
|
Cordova M, Bravo ML, Arriagada I, Cumsille E, Quiñones L, Bravo E, Correa R, Leiva JE, Paredes C, Cuello M, Ibañez C, Garrido M, Owen GI. Abstract 5031: Distribution of single nucleotide polymorphisms related to paclitaxel and carboplatin toxicity in ovarian cancer patients. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-5031] [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
Introduction: Standard first-line treatment for ovarian cancer consists in the combined use of taxanes and platinum, with neuropathies and neutropenia the most frequent and complex adverse drug reactions (ADRs) requiring clinical management. These adverse effects may be related to differing levels of drug transport and metabolism brought about by intrinsic genetic characteristics of the patients. Single nucleotide polymorphisms (SNPs) are now recognized as key factors in the variability of drug response. In a cohort of Chilean ovarian cancer patients we analyzed the frequencies of several SNPs previously reported to be associated with paclitaxel and carboplatin ADRs.
Methods: Blood samples were obtained with informed consent from adult ovarian cancer patients (n = 120). DNA was extracted and SNPs within the ABC transporter and CYP P450 gene families were genotyped. High specificity Taqman probes were used.
Results: Four SNPs associated with risk of ADR within the ABC transporter family showed genotypic frequencies ranging between 0 - 23%. Frequencies for the ADR-associated variants in the CYP P450 family were 4 - 90%. Finally, for the CYP2C8 enzyme, whose function is essential in paclitaxel metabolism, the frequencies of risk-associated SNPs ranged from 2.10% to 13.6%.
Conclusions: SNPs associated with paclitaxel and carboplatin ADRs are highly prevalent in the Chilean population of ovarian cancer patients studied. The identification of these variants may help avoid severe ADRs associated with chemotherapy regimes. Funding: CORFO 13CTI21526-P6 & 13IDL2-18608
Citation Format: Miguel Cordova, Maria L. Bravo, Isidora Arriagada, Elisa Cumsille, Luis Quiñones, Erasmo Bravo, Raimundo Correa, Juan E. Leiva, Cesar Paredes, Mauricio Cuello, Carolina Ibañez, Marcelo Garrido, Gareth I. Owen. Distribution of single nucleotide polymorphisms related to paclitaxel and carboplatin toxicity in ovarian cancer patients [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 5031. doi:10.1158/1538-7445.AM2017-5031
Collapse
Affiliation(s)
- Miguel Cordova
- 1Pontificia Universidad Catolica de Chile, Universidad de Chile, Biomedical Research Consortium Chile, Santiago, Chile
| | - Maria L. Bravo
- 2Pontificia Universidad Catolica de Chile, Biomedical Research Consortium Chile, Santiago, Chile
| | | | - Elisa Cumsille
- 3Pontificia Universidad Catolica de Chile, Santiago, Chile
| | | | | | | | | | | | | | | | | | - Gareth I. Owen
- 2Pontificia Universidad Catolica de Chile, Biomedical Research Consortium Chile, Santiago, Chile
| |
Collapse
|
4
|
Fry J, Kato S, Abarzua L, Gonzalez P, Ramirez C, Cumsille E, Bravo E, Correa R, Leiva JE, Paredes C, Roa JC, Ibañez C, Cuello M, Owen GI, Bravo ML. Abstract 5516: Regulation of TFPI-2 in the progression of ovarian cancer. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-5516] [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
Ovarian cancer metastasis occurs when malignant cells migrate from the primary tumor into the ascitic fluid and form a secondary tumor in the peritoneal cavity. The cells responsible for this process, Metastases Initiating Cells (MICs), suffer a series of changes in protein expression, with increased Epithelial Mesenquimal Transition and stem cell markers having been reported. Tissue Factor Pathway Inibitor-2 (TFPI-2) is a serine proteinase inhibitor and potential tumor suppressor gene, whose reduction is correlated with more metastases and poor prognosis. As the exact stage of TFPI-2 loss is still unknown, the purpose of our study was to determine TFPI-2 during ovarian cancer progression. Protein and RNA levels were assessed in primary tumor and metastatic tissue from papillary serous carcinoma by immunohistochemistry and qPCR, respectively. TFPI-2 RNA and protein levels were analyzed in cancer cell lines and primary cultured cancer cells isolated from ascitic fluid of advanced ovarian cancer patients and in cancer spheres derived from these cultures. Epigenetic changes of 3 CpG were analized by bisulfite and pirosequencing technique in ovarian cancer cell lines and in cancer spheres derived from these cultures. We report that significantly decreased TFPI-2 protein levels in metastatic tissue compared to the primary tumor, a result confirmed in matched primary and metastatic lesions from the same ovarian cancer patients. Furthermore, cancer spheres (representing potential MICs) displayed significantly lower levels of TFPI-2 than corresponding cell line and some primary cultured cancer cells. The cancer spheres showed a modest increase in methylation percentage in three specific CpG sites within the TFPI-2 promoter. Our results suggest that TFPI-2 loss plays a role in the cancer cell escape from the primary tumor. Future studies will determine the mechanism and the biological consequences of the progressive loss of TFPI-2 in cancer. Funding: FONDECYT 11140657, 1160800, 1140970, 3140335, 3150028, CORFO L2 13IDL2-18608, IMII-P09/016-F, CONICYT-FONDAP 15130011, BMRC 13CTI21526-P6
Citation Format: Jacqueline Fry, Sumie Kato, Lorena Abarzua, Pamela Gonzalez, Carolina Ramirez, Elisa Cumsille, Erasmo Bravo, Raimundo Correa, Juan E. Leiva, Cesar Paredes, Juan C. Roa, Carolina Ibañez, Mauricio Cuello, Gareth I. Owen, Maria L. Bravo. Regulation of TFPI-2 in the progression of ovarian cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 5516. doi:10.1158/1538-7445.AM2017-5516
Collapse
Affiliation(s)
- Jacqueline Fry
- 1Pontificia Universidad Catolica de Chile, Millenium Institute Immunology and Immunotherapy, Santiago, Chile
| | - Sumie Kato
- 2Pontificia Universidad Catolica de Chile, Santiago, Chile
| | - Lorena Abarzua
- 2Pontificia Universidad Catolica de Chile, Santiago, Chile
| | | | | | - Elisa Cumsille
- 2Pontificia Universidad Catolica de Chile, Santiago, Chile
| | | | | | | | | | - Juan C. Roa
- 2Pontificia Universidad Catolica de Chile, Santiago, Chile
| | - Carolina Ibañez
- 1Pontificia Universidad Catolica de Chile, Millenium Institute Immunology and Immunotherapy, Santiago, Chile
| | | | - Gareth I. Owen
- 5Pontificia Universidad Catolica de Chile, Millenium Institute Immunology and Immunotherapy, Biomedical Research Consortium Chile, Santiago, Chile
| | - Maria L. Bravo
- 5Pontificia Universidad Catolica de Chile, Millenium Institute Immunology and Immunotherapy, Biomedical Research Consortium Chile, Santiago, Chile
| |
Collapse
|