Single nucleotide variants in immune-response genes and the tumor microenvironment composition predict progression of mantle cell lymphoma

Abstract Background There is evidence to consider that the tumor microenvironment (TME) composition associates with antitumor immune response, and may predict the outcome of various non-Hodgkin lymphoma subtypes. However, in the case of mantle cell lymphoma (MCL), a rare and aggressive disease, ther...

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Main Authors: Guilherme Rossi Assis-Mendonça, André Fattori, Rafael Malagoli Rocha, Gustavo Jacob Lourenço, Márcia Torresan Delamain, Suely Nonogaki, Vladmir Cláudio Cordeiro de Lima, Gisele Wally Braga Colleoni, Cármino Antonio de Souza, Fernando Augusto Soares, Carmen Silvia Passos Lima, José Vassallo
Format: Article
Language:English
Published: BMC 2021-03-01
Series:BMC Cancer
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Online Access:https://doi.org/10.1186/s12885-021-07891-9
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spelling doaj-c4d7c7d66fbe491eb1d1ceb68bec07092021-03-11T12:51:11ZengBMCBMC Cancer1471-24072021-03-0121111310.1186/s12885-021-07891-9Single nucleotide variants in immune-response genes and the tumor microenvironment composition predict progression of mantle cell lymphomaGuilherme Rossi Assis-Mendonça0André Fattori1Rafael Malagoli Rocha2Gustavo Jacob Lourenço3Márcia Torresan Delamain4Suely Nonogaki5Vladmir Cláudio Cordeiro de Lima6Gisele Wally Braga Colleoni7Cármino Antonio de Souza8Fernando Augusto Soares9Carmen Silvia Passos Lima10José Vassallo11Department of Pathology, Faculty of Medical Sciences, University of CampinasDepartment of Internal Medicine, Faculty of Medical Sciences, University of CampinasMolecular Gynecology Laboratory, Department of Gynecology, Federal University of São PauloLaboratory of Cancer Genetics, Faculty of Medical Sciences, University of CampinasHematology and Hemotherapy Center, University of CampinasInstituto Adolfo Lutz, Secretaria de Estado da SaúdeDepartment of Medical Oncology, A C Camargo Cancer CenterDepartment of Clinical and Experimental Oncology, Federal University of São PauloDepartment of Internal Medicine, Faculty of Medical Sciences, University of CampinasRede D’Or Hospitals Network - Pathology DivisionDepartment of Internal Medicine, Faculty of Medical Sciences, University of CampinasDepartment of Pathology, Faculty of Medical Sciences, University of CampinasAbstract Background There is evidence to consider that the tumor microenvironment (TME) composition associates with antitumor immune response, and may predict the outcome of various non-Hodgkin lymphoma subtypes. However, in the case of mantle cell lymphoma (MCL), a rare and aggressive disease, there is lacking a detailed study of the TME components, as well as an integrative approach among them in patients’ samples. Also, from the genetic point of view, it is known that single nucleotide variants (SNVs) in immune-response genes are among important regulators of immunity. At present, it is uncertain whether SNVs in candidate immune-response genes and the TME composition are able to alter the prognosis in MCL. Methods We assessed a detailed TME composition in 88 MCL biopsies using immunohistochemistry, which was automatically analyzed by pixel counting (Aperio system). We also genotyped SNVs located in candidate immune-response genes (IL12A, IL2, IL10, TGFB1, TGFBR1, TGFBR2, IL17A, IL17F) in 95 MCL patients. We tested whether the SNVs could modulate the respective protein expression and TME composition in the tumor compartment. Finally, we proposed survival models in rituximab-treated patients, considering immunohistochemical and SNV models. Results High FOXP3/CD3 ratios (p = 0.001), high IL17A levels (p = 0.003) and low IL2 levels (p = 0.03) were individual immunohistochemical predictors of poorer survival. A principal component, comprising high quantities of macrophages and high Ki-67 index, also worsened outcome (p = 0.02). In the SNV model, the CC haplotype of IL10 (p < 0.01), the GG genotype of IL2 rs2069762 (p = 0.02) and the AA+AG genotypes of TGFBR2 rs3087465 (p < 0.01) were independent predictors of outcome. Finally, the GG genotype of TGFB1 rs6957 associated with lower tumor TGFβ levels (p = 0.03) and less CD163+ macrophages (p = 0.01), but did not modulate patients’ survival. Conclusions Our results indicate that the TME composition has relevant biological roles in MCL. In this setting, immunohistochemical detection of T-reg cells, IL17A and IL2, coupled with SNV genotyping in IL10, TGFBR2 and IL2, may represent novel prognostic factors in this disease, following future validations.https://doi.org/10.1186/s12885-021-07891-9Mantle cell lymphomaTumor microenvironmentSNVsImmunohistochemistryPrognostic factors
collection DOAJ
language English
format Article
sources DOAJ
author Guilherme Rossi Assis-Mendonça
André Fattori
Rafael Malagoli Rocha
Gustavo Jacob Lourenço
Márcia Torresan Delamain
Suely Nonogaki
Vladmir Cláudio Cordeiro de Lima
Gisele Wally Braga Colleoni
Cármino Antonio de Souza
Fernando Augusto Soares
Carmen Silvia Passos Lima
José Vassallo
spellingShingle Guilherme Rossi Assis-Mendonça
André Fattori
Rafael Malagoli Rocha
Gustavo Jacob Lourenço
Márcia Torresan Delamain
Suely Nonogaki
Vladmir Cláudio Cordeiro de Lima
Gisele Wally Braga Colleoni
Cármino Antonio de Souza
Fernando Augusto Soares
Carmen Silvia Passos Lima
José Vassallo
Single nucleotide variants in immune-response genes and the tumor microenvironment composition predict progression of mantle cell lymphoma
BMC Cancer
Mantle cell lymphoma
Tumor microenvironment
SNVs
Immunohistochemistry
Prognostic factors
author_facet Guilherme Rossi Assis-Mendonça
André Fattori
Rafael Malagoli Rocha
Gustavo Jacob Lourenço
Márcia Torresan Delamain
Suely Nonogaki
Vladmir Cláudio Cordeiro de Lima
Gisele Wally Braga Colleoni
Cármino Antonio de Souza
Fernando Augusto Soares
Carmen Silvia Passos Lima
José Vassallo
author_sort Guilherme Rossi Assis-Mendonça
title Single nucleotide variants in immune-response genes and the tumor microenvironment composition predict progression of mantle cell lymphoma
title_short Single nucleotide variants in immune-response genes and the tumor microenvironment composition predict progression of mantle cell lymphoma
title_full Single nucleotide variants in immune-response genes and the tumor microenvironment composition predict progression of mantle cell lymphoma
title_fullStr Single nucleotide variants in immune-response genes and the tumor microenvironment composition predict progression of mantle cell lymphoma
title_full_unstemmed Single nucleotide variants in immune-response genes and the tumor microenvironment composition predict progression of mantle cell lymphoma
title_sort single nucleotide variants in immune-response genes and the tumor microenvironment composition predict progression of mantle cell lymphoma
publisher BMC
series BMC Cancer
issn 1471-2407
publishDate 2021-03-01
description Abstract Background There is evidence to consider that the tumor microenvironment (TME) composition associates with antitumor immune response, and may predict the outcome of various non-Hodgkin lymphoma subtypes. However, in the case of mantle cell lymphoma (MCL), a rare and aggressive disease, there is lacking a detailed study of the TME components, as well as an integrative approach among them in patients’ samples. Also, from the genetic point of view, it is known that single nucleotide variants (SNVs) in immune-response genes are among important regulators of immunity. At present, it is uncertain whether SNVs in candidate immune-response genes and the TME composition are able to alter the prognosis in MCL. Methods We assessed a detailed TME composition in 88 MCL biopsies using immunohistochemistry, which was automatically analyzed by pixel counting (Aperio system). We also genotyped SNVs located in candidate immune-response genes (IL12A, IL2, IL10, TGFB1, TGFBR1, TGFBR2, IL17A, IL17F) in 95 MCL patients. We tested whether the SNVs could modulate the respective protein expression and TME composition in the tumor compartment. Finally, we proposed survival models in rituximab-treated patients, considering immunohistochemical and SNV models. Results High FOXP3/CD3 ratios (p = 0.001), high IL17A levels (p = 0.003) and low IL2 levels (p = 0.03) were individual immunohistochemical predictors of poorer survival. A principal component, comprising high quantities of macrophages and high Ki-67 index, also worsened outcome (p = 0.02). In the SNV model, the CC haplotype of IL10 (p < 0.01), the GG genotype of IL2 rs2069762 (p = 0.02) and the AA+AG genotypes of TGFBR2 rs3087465 (p < 0.01) were independent predictors of outcome. Finally, the GG genotype of TGFB1 rs6957 associated with lower tumor TGFβ levels (p = 0.03) and less CD163+ macrophages (p = 0.01), but did not modulate patients’ survival. Conclusions Our results indicate that the TME composition has relevant biological roles in MCL. In this setting, immunohistochemical detection of T-reg cells, IL17A and IL2, coupled with SNV genotyping in IL10, TGFBR2 and IL2, may represent novel prognostic factors in this disease, following future validations.
topic Mantle cell lymphoma
Tumor microenvironment
SNVs
Immunohistochemistry
Prognostic factors
url https://doi.org/10.1186/s12885-021-07891-9
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