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Polymorphisms within Autophagy-Related Genes as Susceptibility Biomarkers for Multiple Myeloma: A Meta-Analysis of Three Large Cohorts and Functional Characterization
SIMPLE SUMMARY: We investigated the influence of autophagy-related variants in modulating Multiple Myeloma (MM) risk through a meta-analysis of germline genetic data on 234 autophagy-related genes from three independent study populations including 13,387 subjects of European ancestry (6863 MM patien...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10218542/ https://www.ncbi.nlm.nih.gov/pubmed/37239846 http://dx.doi.org/10.3390/ijms24108500 |
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author | Clavero, Esther Sanchez-Maldonado, José Manuel Macauda, Angelica Ter Horst, Rob Sampaio-Marques, Belém Jurczyszyn, Artur Clay-Gilmour, Alyssa Stein, Angelika Hildebrandt, Michelle A. T. Weinhold, Niels Buda, Gabriele García-Sanz, Ramón Tomczak, Waldemar Vogel, Ulla Jerez, Andrés Zawirska, Daria Wątek, Marzena Hofmann, Jonathan N. Landi, Stefano Spinelli, John J. Butrym, Aleksandra Kumar, Abhishek Martínez-López, Joaquín Galimberti, Sara Sarasquete, María Eugenia Subocz, Edyta Iskierka-Jażdżewska, Elzbieta Giles, Graham G. Rybicka-Ramos, Malwina Kruszewski, Marcin Abildgaard, Niels Verdejo, Francisco García Sánchez Rovira, Pedro da Silva Filho, Miguel Inacio Kadar, Katalin Razny, Małgorzata Cozen, Wendy Pelosini, Matteo Jurado, Manuel Bhatti, Parveen Dudzinski, Marek Druzd-Sitek, Agnieszka Orciuolo, Enrico Li, Yang Norman, Aaron D. Zaucha, Jan Maciej Reis, Rui Manuel Markiewicz, Miroslaw Rodríguez Sevilla, Juan José Andersen, Vibeke Jamroziak, Krzysztof Hemminki, Kari Berndt, Sonja I. Rajkumar, Vicent Mazur, Grzegorz Kumar, Shaji K. Ludovico, Paula Nagler, Arnon Chanock, Stephen J. Dumontet, Charles Machiela, Mitchell J. Varkonyi, Judit Camp, Nicola J. Ziv, Elad Vangsted, Annette Juul Brown, Elizabeth E. Campa, Daniele Vachon, Celine M. Netea, Mihai G. Canzian, Federico Försti, Asta Sainz, Juan |
author_facet | Clavero, Esther Sanchez-Maldonado, José Manuel Macauda, Angelica Ter Horst, Rob Sampaio-Marques, Belém Jurczyszyn, Artur Clay-Gilmour, Alyssa Stein, Angelika Hildebrandt, Michelle A. T. Weinhold, Niels Buda, Gabriele García-Sanz, Ramón Tomczak, Waldemar Vogel, Ulla Jerez, Andrés Zawirska, Daria Wątek, Marzena Hofmann, Jonathan N. Landi, Stefano Spinelli, John J. Butrym, Aleksandra Kumar, Abhishek Martínez-López, Joaquín Galimberti, Sara Sarasquete, María Eugenia Subocz, Edyta Iskierka-Jażdżewska, Elzbieta Giles, Graham G. Rybicka-Ramos, Malwina Kruszewski, Marcin Abildgaard, Niels Verdejo, Francisco García Sánchez Rovira, Pedro da Silva Filho, Miguel Inacio Kadar, Katalin Razny, Małgorzata Cozen, Wendy Pelosini, Matteo Jurado, Manuel Bhatti, Parveen Dudzinski, Marek Druzd-Sitek, Agnieszka Orciuolo, Enrico Li, Yang Norman, Aaron D. Zaucha, Jan Maciej Reis, Rui Manuel Markiewicz, Miroslaw Rodríguez Sevilla, Juan José Andersen, Vibeke Jamroziak, Krzysztof Hemminki, Kari Berndt, Sonja I. Rajkumar, Vicent Mazur, Grzegorz Kumar, Shaji K. Ludovico, Paula Nagler, Arnon Chanock, Stephen J. Dumontet, Charles Machiela, Mitchell J. Varkonyi, Judit Camp, Nicola J. Ziv, Elad Vangsted, Annette Juul Brown, Elizabeth E. Campa, Daniele Vachon, Celine M. Netea, Mihai G. Canzian, Federico Försti, Asta Sainz, Juan |
author_sort | Clavero, Esther |
collection | PubMed |
description | SIMPLE SUMMARY: We investigated the influence of autophagy-related variants in modulating Multiple Myeloma (MM) risk through a meta-analysis of germline genetic data on 234 autophagy-related genes from three independent study populations including 13,387 subjects of European ancestry (6863 MM patients and 6524 controls) and examined the functional mechanisms behind the observed associations. We identified SNPs within the six CD46, IKBKE, PARK2, ULK4, ATG5, and CDKN2A loci associated with MM risk and observed that their effect on disease risk was mediated by specific subsets of immune cells, as well as vitamin D3-, MCP-2-, and IL20-dependent mechanisms. ABSTRACT: Multiple myeloma (MM) arises following malignant proliferation of plasma cells in the bone marrow, that secrete high amounts of specific monoclonal immunoglobulins or light chains, resulting in the massive production of unfolded or misfolded proteins. Autophagy can have a dual role in tumorigenesis, by eliminating these abnormal proteins to avoid cancer development, but also ensuring MM cell survival and promoting resistance to treatments. To date no studies have determined the impact of genetic variation in autophagy-related genes on MM risk. We performed meta-analysis of germline genetic data on 234 autophagy-related genes from three independent study populations including 13,387 subjects of European ancestry (6863 MM patients and 6524 controls) and examined correlations of statistically significant single nucleotide polymorphisms (SNPs; p < 1 × 10(−9)) with immune responses in whole blood, peripheral blood mononuclear cells (PBMCs), and monocyte-derived macrophages (MDM) from a large population of healthy donors from the Human Functional Genomic Project (HFGP). We identified SNPs in six loci, CD46, IKBKE, PARK2, ULK4, ATG5, and CDKN2A associated with MM risk (p = 4.47 × 10(−4)−5.79 × 10(−14)). Mechanistically, we found that the ULK4(rs6599175) SNP correlated with circulating concentrations of vitamin D3 (p = 4.0 × 10(−4)), whereas the IKBKE(rs17433804) SNP correlated with the number of transitional CD24(+)CD38(+) B cells (p = 4.8 × 10(−4)) and circulating serum concentrations of Monocyte Chemoattractant Protein (MCP)-2 (p = 3.6 × 10(−4)). We also found that the CD46(rs1142469) SNP correlated with numbers of CD19(+) B cells, CD19(+)CD3(−) B cells, CD5(+)IgD(−) cells, IgM(−) cells, IgD(−)IgM(−) cells, and CD4(−)CD8(−) PBMCs (p = 4.9 × 10(−4)−8.6 × 10(−4)) and circulating concentrations of interleukin (IL)-20 (p = 0.00082). Finally, we observed that the CDKN2A(rs2811710) SNP correlated with levels of CD4(+)EMCD45RO(+)CD27(−) cells (p = 9.3 × 10(−4)). These results suggest that genetic variants within these six loci influence MM risk through the modulation of specific subsets of immune cells, as well as vitamin D3(−), MCP-2(−), and IL20-dependent pathways. |
format | Online Article Text |
id | pubmed-10218542 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-102185422023-05-27 Polymorphisms within Autophagy-Related Genes as Susceptibility Biomarkers for Multiple Myeloma: A Meta-Analysis of Three Large Cohorts and Functional Characterization Clavero, Esther Sanchez-Maldonado, José Manuel Macauda, Angelica Ter Horst, Rob Sampaio-Marques, Belém Jurczyszyn, Artur Clay-Gilmour, Alyssa Stein, Angelika Hildebrandt, Michelle A. T. Weinhold, Niels Buda, Gabriele García-Sanz, Ramón Tomczak, Waldemar Vogel, Ulla Jerez, Andrés Zawirska, Daria Wątek, Marzena Hofmann, Jonathan N. Landi, Stefano Spinelli, John J. Butrym, Aleksandra Kumar, Abhishek Martínez-López, Joaquín Galimberti, Sara Sarasquete, María Eugenia Subocz, Edyta Iskierka-Jażdżewska, Elzbieta Giles, Graham G. Rybicka-Ramos, Malwina Kruszewski, Marcin Abildgaard, Niels Verdejo, Francisco García Sánchez Rovira, Pedro da Silva Filho, Miguel Inacio Kadar, Katalin Razny, Małgorzata Cozen, Wendy Pelosini, Matteo Jurado, Manuel Bhatti, Parveen Dudzinski, Marek Druzd-Sitek, Agnieszka Orciuolo, Enrico Li, Yang Norman, Aaron D. Zaucha, Jan Maciej Reis, Rui Manuel Markiewicz, Miroslaw Rodríguez Sevilla, Juan José Andersen, Vibeke Jamroziak, Krzysztof Hemminki, Kari Berndt, Sonja I. Rajkumar, Vicent Mazur, Grzegorz Kumar, Shaji K. Ludovico, Paula Nagler, Arnon Chanock, Stephen J. Dumontet, Charles Machiela, Mitchell J. Varkonyi, Judit Camp, Nicola J. Ziv, Elad Vangsted, Annette Juul Brown, Elizabeth E. Campa, Daniele Vachon, Celine M. Netea, Mihai G. Canzian, Federico Försti, Asta Sainz, Juan Int J Mol Sci Article SIMPLE SUMMARY: We investigated the influence of autophagy-related variants in modulating Multiple Myeloma (MM) risk through a meta-analysis of germline genetic data on 234 autophagy-related genes from three independent study populations including 13,387 subjects of European ancestry (6863 MM patients and 6524 controls) and examined the functional mechanisms behind the observed associations. We identified SNPs within the six CD46, IKBKE, PARK2, ULK4, ATG5, and CDKN2A loci associated with MM risk and observed that their effect on disease risk was mediated by specific subsets of immune cells, as well as vitamin D3-, MCP-2-, and IL20-dependent mechanisms. ABSTRACT: Multiple myeloma (MM) arises following malignant proliferation of plasma cells in the bone marrow, that secrete high amounts of specific monoclonal immunoglobulins or light chains, resulting in the massive production of unfolded or misfolded proteins. Autophagy can have a dual role in tumorigenesis, by eliminating these abnormal proteins to avoid cancer development, but also ensuring MM cell survival and promoting resistance to treatments. To date no studies have determined the impact of genetic variation in autophagy-related genes on MM risk. We performed meta-analysis of germline genetic data on 234 autophagy-related genes from three independent study populations including 13,387 subjects of European ancestry (6863 MM patients and 6524 controls) and examined correlations of statistically significant single nucleotide polymorphisms (SNPs; p < 1 × 10(−9)) with immune responses in whole blood, peripheral blood mononuclear cells (PBMCs), and monocyte-derived macrophages (MDM) from a large population of healthy donors from the Human Functional Genomic Project (HFGP). We identified SNPs in six loci, CD46, IKBKE, PARK2, ULK4, ATG5, and CDKN2A associated with MM risk (p = 4.47 × 10(−4)−5.79 × 10(−14)). Mechanistically, we found that the ULK4(rs6599175) SNP correlated with circulating concentrations of vitamin D3 (p = 4.0 × 10(−4)), whereas the IKBKE(rs17433804) SNP correlated with the number of transitional CD24(+)CD38(+) B cells (p = 4.8 × 10(−4)) and circulating serum concentrations of Monocyte Chemoattractant Protein (MCP)-2 (p = 3.6 × 10(−4)). We also found that the CD46(rs1142469) SNP correlated with numbers of CD19(+) B cells, CD19(+)CD3(−) B cells, CD5(+)IgD(−) cells, IgM(−) cells, IgD(−)IgM(−) cells, and CD4(−)CD8(−) PBMCs (p = 4.9 × 10(−4)−8.6 × 10(−4)) and circulating concentrations of interleukin (IL)-20 (p = 0.00082). Finally, we observed that the CDKN2A(rs2811710) SNP correlated with levels of CD4(+)EMCD45RO(+)CD27(−) cells (p = 9.3 × 10(−4)). These results suggest that genetic variants within these six loci influence MM risk through the modulation of specific subsets of immune cells, as well as vitamin D3(−), MCP-2(−), and IL20-dependent pathways. MDPI 2023-05-09 /pmc/articles/PMC10218542/ /pubmed/37239846 http://dx.doi.org/10.3390/ijms24108500 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Clavero, Esther Sanchez-Maldonado, José Manuel Macauda, Angelica Ter Horst, Rob Sampaio-Marques, Belém Jurczyszyn, Artur Clay-Gilmour, Alyssa Stein, Angelika Hildebrandt, Michelle A. T. Weinhold, Niels Buda, Gabriele García-Sanz, Ramón Tomczak, Waldemar Vogel, Ulla Jerez, Andrés Zawirska, Daria Wątek, Marzena Hofmann, Jonathan N. Landi, Stefano Spinelli, John J. Butrym, Aleksandra Kumar, Abhishek Martínez-López, Joaquín Galimberti, Sara Sarasquete, María Eugenia Subocz, Edyta Iskierka-Jażdżewska, Elzbieta Giles, Graham G. Rybicka-Ramos, Malwina Kruszewski, Marcin Abildgaard, Niels Verdejo, Francisco García Sánchez Rovira, Pedro da Silva Filho, Miguel Inacio Kadar, Katalin Razny, Małgorzata Cozen, Wendy Pelosini, Matteo Jurado, Manuel Bhatti, Parveen Dudzinski, Marek Druzd-Sitek, Agnieszka Orciuolo, Enrico Li, Yang Norman, Aaron D. Zaucha, Jan Maciej Reis, Rui Manuel Markiewicz, Miroslaw Rodríguez Sevilla, Juan José Andersen, Vibeke Jamroziak, Krzysztof Hemminki, Kari Berndt, Sonja I. Rajkumar, Vicent Mazur, Grzegorz Kumar, Shaji K. Ludovico, Paula Nagler, Arnon Chanock, Stephen J. Dumontet, Charles Machiela, Mitchell J. Varkonyi, Judit Camp, Nicola J. Ziv, Elad Vangsted, Annette Juul Brown, Elizabeth E. Campa, Daniele Vachon, Celine M. Netea, Mihai G. Canzian, Federico Försti, Asta Sainz, Juan Polymorphisms within Autophagy-Related Genes as Susceptibility Biomarkers for Multiple Myeloma: A Meta-Analysis of Three Large Cohorts and Functional Characterization |
title | Polymorphisms within Autophagy-Related Genes as Susceptibility Biomarkers for Multiple Myeloma: A Meta-Analysis of Three Large Cohorts and Functional Characterization |
title_full | Polymorphisms within Autophagy-Related Genes as Susceptibility Biomarkers for Multiple Myeloma: A Meta-Analysis of Three Large Cohorts and Functional Characterization |
title_fullStr | Polymorphisms within Autophagy-Related Genes as Susceptibility Biomarkers for Multiple Myeloma: A Meta-Analysis of Three Large Cohorts and Functional Characterization |
title_full_unstemmed | Polymorphisms within Autophagy-Related Genes as Susceptibility Biomarkers for Multiple Myeloma: A Meta-Analysis of Three Large Cohorts and Functional Characterization |
title_short | Polymorphisms within Autophagy-Related Genes as Susceptibility Biomarkers for Multiple Myeloma: A Meta-Analysis of Three Large Cohorts and Functional Characterization |
title_sort | polymorphisms within autophagy-related genes as susceptibility biomarkers for multiple myeloma: a meta-analysis of three large cohorts and functional characterization |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10218542/ https://www.ncbi.nlm.nih.gov/pubmed/37239846 http://dx.doi.org/10.3390/ijms24108500 |
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