Cargando…
S100 Calcium Binding Protein Family Members Associate With Poor Patient Outcome and Response to Proteasome Inhibition in Multiple Myeloma
Despite several new therapeutic options, multiple myeloma (MM) patients experience multiple relapses and inevitably become refractory to treatment. Insights into drug resistance mechanisms may lead to the development of novel treatment strategies. The S100 family is comprised of 21 calcium binding p...
Autores principales: | , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8415228/ https://www.ncbi.nlm.nih.gov/pubmed/34485305 http://dx.doi.org/10.3389/fcell.2021.723016 |
_version_ | 1783747925396946944 |
---|---|
author | Liu, Minxia Wang, Yinyin Miettinen, Juho J. Kumari, Romika Majumder, Muntasir Mamun Tierney, Ciara Bazou, Despina Parsons, Alun Suvela, Minna Lievonen, Juha Silvennoinen, Raija Anttila, Pekka Dowling, Paul O’Gorman, Peter Tang, Jing Heckman, Caroline A. |
author_facet | Liu, Minxia Wang, Yinyin Miettinen, Juho J. Kumari, Romika Majumder, Muntasir Mamun Tierney, Ciara Bazou, Despina Parsons, Alun Suvela, Minna Lievonen, Juha Silvennoinen, Raija Anttila, Pekka Dowling, Paul O’Gorman, Peter Tang, Jing Heckman, Caroline A. |
author_sort | Liu, Minxia |
collection | PubMed |
description | Despite several new therapeutic options, multiple myeloma (MM) patients experience multiple relapses and inevitably become refractory to treatment. Insights into drug resistance mechanisms may lead to the development of novel treatment strategies. The S100 family is comprised of 21 calcium binding protein members with 17 S100 genes located in the 1q21 region, which is commonly amplified in MM. Dysregulated expression of S100 family members is associated with tumor initiation, progression and inflammation. However, the relationship between the S100 family and MM pathogenesis and drug response is unknown. In this study, the roles of S100 members were systematically studied at the copy number, transcriptional and protein level with patients’ survival and drug response. Copy number analysis revealed a predominant pattern of gains occurring in S100 genes clustering in the 1q21 locus. In general, gains of genes encoding S100 family members associated with worse patient survival. However, S100 gene copy number and S100 gene expression did not necessarily correlate, and high expression of S100A4 associated with poor patient survival. Furthermore, integrated analysis of S100 gene expression and ex vivo drug sensitivity data showed significant negative correlation between expression of S100 family members (S100A8, S100A9, and S100A12) and sensitivity to some drugs used in current MM treatment, including proteasome inhibitors (bortezomib, carfilzomib, and ixazomib) and histone deacetylase inhibitor panobinostat. Combined proteomic and pharmacological data exhibited significant negative association of S100 members (S100A4, S100A8, and S100A9) with proteasome inhibitors and panobinostat. Clinically, the higher expression of S100A4 and S100A10 were significantly linked to shorter progression free survival in patients receiving carfilzomib-based therapy. The results indicate an association and highlight the potential functional importance of S100 members on chromosome 1q21 in the development of MM and resistance to established myeloma drugs, including proteasome inhibitors. |
format | Online Article Text |
id | pubmed-8415228 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84152282021-09-04 S100 Calcium Binding Protein Family Members Associate With Poor Patient Outcome and Response to Proteasome Inhibition in Multiple Myeloma Liu, Minxia Wang, Yinyin Miettinen, Juho J. Kumari, Romika Majumder, Muntasir Mamun Tierney, Ciara Bazou, Despina Parsons, Alun Suvela, Minna Lievonen, Juha Silvennoinen, Raija Anttila, Pekka Dowling, Paul O’Gorman, Peter Tang, Jing Heckman, Caroline A. Front Cell Dev Biol Cell and Developmental Biology Despite several new therapeutic options, multiple myeloma (MM) patients experience multiple relapses and inevitably become refractory to treatment. Insights into drug resistance mechanisms may lead to the development of novel treatment strategies. The S100 family is comprised of 21 calcium binding protein members with 17 S100 genes located in the 1q21 region, which is commonly amplified in MM. Dysregulated expression of S100 family members is associated with tumor initiation, progression and inflammation. However, the relationship between the S100 family and MM pathogenesis and drug response is unknown. In this study, the roles of S100 members were systematically studied at the copy number, transcriptional and protein level with patients’ survival and drug response. Copy number analysis revealed a predominant pattern of gains occurring in S100 genes clustering in the 1q21 locus. In general, gains of genes encoding S100 family members associated with worse patient survival. However, S100 gene copy number and S100 gene expression did not necessarily correlate, and high expression of S100A4 associated with poor patient survival. Furthermore, integrated analysis of S100 gene expression and ex vivo drug sensitivity data showed significant negative correlation between expression of S100 family members (S100A8, S100A9, and S100A12) and sensitivity to some drugs used in current MM treatment, including proteasome inhibitors (bortezomib, carfilzomib, and ixazomib) and histone deacetylase inhibitor panobinostat. Combined proteomic and pharmacological data exhibited significant negative association of S100 members (S100A4, S100A8, and S100A9) with proteasome inhibitors and panobinostat. Clinically, the higher expression of S100A4 and S100A10 were significantly linked to shorter progression free survival in patients receiving carfilzomib-based therapy. The results indicate an association and highlight the potential functional importance of S100 members on chromosome 1q21 in the development of MM and resistance to established myeloma drugs, including proteasome inhibitors. Frontiers Media S.A. 2021-08-16 /pmc/articles/PMC8415228/ /pubmed/34485305 http://dx.doi.org/10.3389/fcell.2021.723016 Text en Copyright © 2021 Liu, Wang, Miettinen, Kumari, Majumder, Tierney, Bazou, Parsons, Suvela, Lievonen, Silvennoinen, Anttila, Dowling, O’Gorman, Tang and Heckman. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Cell and Developmental Biology Liu, Minxia Wang, Yinyin Miettinen, Juho J. Kumari, Romika Majumder, Muntasir Mamun Tierney, Ciara Bazou, Despina Parsons, Alun Suvela, Minna Lievonen, Juha Silvennoinen, Raija Anttila, Pekka Dowling, Paul O’Gorman, Peter Tang, Jing Heckman, Caroline A. S100 Calcium Binding Protein Family Members Associate With Poor Patient Outcome and Response to Proteasome Inhibition in Multiple Myeloma |
title | S100 Calcium Binding Protein Family Members Associate With Poor Patient Outcome and Response to Proteasome Inhibition in Multiple Myeloma |
title_full | S100 Calcium Binding Protein Family Members Associate With Poor Patient Outcome and Response to Proteasome Inhibition in Multiple Myeloma |
title_fullStr | S100 Calcium Binding Protein Family Members Associate With Poor Patient Outcome and Response to Proteasome Inhibition in Multiple Myeloma |
title_full_unstemmed | S100 Calcium Binding Protein Family Members Associate With Poor Patient Outcome and Response to Proteasome Inhibition in Multiple Myeloma |
title_short | S100 Calcium Binding Protein Family Members Associate With Poor Patient Outcome and Response to Proteasome Inhibition in Multiple Myeloma |
title_sort | s100 calcium binding protein family members associate with poor patient outcome and response to proteasome inhibition in multiple myeloma |
topic | Cell and Developmental Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8415228/ https://www.ncbi.nlm.nih.gov/pubmed/34485305 http://dx.doi.org/10.3389/fcell.2021.723016 |
work_keys_str_mv | AT liuminxia s100calciumbindingproteinfamilymembersassociatewithpoorpatientoutcomeandresponsetoproteasomeinhibitioninmultiplemyeloma AT wangyinyin s100calciumbindingproteinfamilymembersassociatewithpoorpatientoutcomeandresponsetoproteasomeinhibitioninmultiplemyeloma AT miettinenjuhoj s100calciumbindingproteinfamilymembersassociatewithpoorpatientoutcomeandresponsetoproteasomeinhibitioninmultiplemyeloma AT kumariromika s100calciumbindingproteinfamilymembersassociatewithpoorpatientoutcomeandresponsetoproteasomeinhibitioninmultiplemyeloma AT majumdermuntasirmamun s100calciumbindingproteinfamilymembersassociatewithpoorpatientoutcomeandresponsetoproteasomeinhibitioninmultiplemyeloma AT tierneyciara s100calciumbindingproteinfamilymembersassociatewithpoorpatientoutcomeandresponsetoproteasomeinhibitioninmultiplemyeloma AT bazoudespina s100calciumbindingproteinfamilymembersassociatewithpoorpatientoutcomeandresponsetoproteasomeinhibitioninmultiplemyeloma AT parsonsalun s100calciumbindingproteinfamilymembersassociatewithpoorpatientoutcomeandresponsetoproteasomeinhibitioninmultiplemyeloma AT suvelaminna s100calciumbindingproteinfamilymembersassociatewithpoorpatientoutcomeandresponsetoproteasomeinhibitioninmultiplemyeloma AT lievonenjuha s100calciumbindingproteinfamilymembersassociatewithpoorpatientoutcomeandresponsetoproteasomeinhibitioninmultiplemyeloma AT silvennoinenraija s100calciumbindingproteinfamilymembersassociatewithpoorpatientoutcomeandresponsetoproteasomeinhibitioninmultiplemyeloma AT anttilapekka s100calciumbindingproteinfamilymembersassociatewithpoorpatientoutcomeandresponsetoproteasomeinhibitioninmultiplemyeloma AT dowlingpaul s100calciumbindingproteinfamilymembersassociatewithpoorpatientoutcomeandresponsetoproteasomeinhibitioninmultiplemyeloma AT ogormanpeter s100calciumbindingproteinfamilymembersassociatewithpoorpatientoutcomeandresponsetoproteasomeinhibitioninmultiplemyeloma AT tangjing s100calciumbindingproteinfamilymembersassociatewithpoorpatientoutcomeandresponsetoproteasomeinhibitioninmultiplemyeloma AT heckmancarolinea s100calciumbindingproteinfamilymembersassociatewithpoorpatientoutcomeandresponsetoproteasomeinhibitioninmultiplemyeloma |