Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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
_version_ 1785048798308859904
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
work_keys_str_mv AT claveroesther polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT sanchezmaldonadojosemanuel polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT macaudaangelica polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT terhorstrob polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT sampaiomarquesbelem polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT jurczyszynartur polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT claygilmouralyssa polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT steinangelika polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT hildebrandtmichelleat polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT weinholdniels polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT budagabriele polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT garciasanzramon polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT tomczakwaldemar polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT vogelulla polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT jerezandres polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT zawirskadaria polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT watekmarzena polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT hofmannjonathann polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT landistefano polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT spinellijohnj polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT butrymaleksandra polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT kumarabhishek polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT martinezlopezjoaquin polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT galimbertisara polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT sarasquetemariaeugenia polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT suboczedyta polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT iskierkajazdzewskaelzbieta polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT gilesgrahamg polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT rybickaramosmalwina polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT kruszewskimarcin polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT abildgaardniels polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT verdejofranciscogarcia polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT sanchezrovirapedro polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT dasilvafilhomiguelinacio polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT kadarkatalin polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT raznymałgorzata polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT cozenwendy polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT pelosinimatteo polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT juradomanuel polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT bhattiparveen polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT dudzinskimarek polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT druzdsitekagnieszka polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT orciuoloenrico polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT liyang polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT normanaarond polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT zauchajanmaciej polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT reisruimanuel polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT markiewiczmiroslaw polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT rodriguezsevillajuanjose polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT andersenvibeke polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT jamroziakkrzysztof polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT hemminkikari polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT berndtsonjai polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT rajkumarvicent polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT mazurgrzegorz polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT kumarshajik polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT ludovicopaula polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT naglerarnon polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT chanockstephenj polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT dumontetcharles polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT machielamitchellj polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT varkonyijudit polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT campnicolaj polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT zivelad polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT vangstedannettejuul polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT brownelizabethe polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT campadaniele polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT vachoncelinem polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT neteamihaig polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT canzianfederico polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT forstiasta polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization
AT sainzjuan polymorphismswithinautophagyrelatedgenesassusceptibilitybiomarkersformultiplemyelomaametaanalysisofthreelargecohortsandfunctionalcharacterization