Loading…

IKAROS expression in distinct bone marrow cell populations as a candidate biomarker for outcome with lenalidomide‐dexamethasone therapy in multiple myeloma

Immunomodulatory drugs (IMiDs) are a cornerstone in the treatment of multiple myeloma (MM), but specific markers to predict outcome are still missing. Recent work pointed to a prognostic role for IMiD target genes (e.g. CRBN). Moreover, indirect activity of IMiDs on immune cells correlated with outc...

Full description

Saved in:
Bibliographic Details
Published in:American journal of hematology 2017-03, Vol.92 (3), p.269-278
Main Authors: Bolomsky, Arnold, Hübl, Wolfgang, Spada, Stefano, Müldür, Ercan, Schlangen, Karin, Heintel, Daniel, Rocci, Alberto, Weißmann, Adalbert, Fritz, Veronique, Willheim, Martin, Zojer, Niklas, Palumbo, Antonio, Ludwig, Heinz
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c3884-506e84f71caf4f451c24390a66c416676a39a5acbe05708733a794aea9ba83d43
cites cdi_FETCH-LOGICAL-c3884-506e84f71caf4f451c24390a66c416676a39a5acbe05708733a794aea9ba83d43
container_end_page 278
container_issue 3
container_start_page 269
container_title American journal of hematology
container_volume 92
creator Bolomsky, Arnold
Hübl, Wolfgang
Spada, Stefano
Müldür, Ercan
Schlangen, Karin
Heintel, Daniel
Rocci, Alberto
Weißmann, Adalbert
Fritz, Veronique
Willheim, Martin
Zojer, Niklas
Palumbo, Antonio
Ludwig, Heinz
description Immunomodulatory drugs (IMiDs) are a cornerstone in the treatment of multiple myeloma (MM), but specific markers to predict outcome are still missing. Recent work pointed to a prognostic role for IMiD target genes (e.g. CRBN). Moreover, indirect activity of IMiDs on immune cells correlated with outcome, raising the possibility that cell populations in the bone marrow (BM) microenvironment could serve as biomarkers. We therefore analysed gene expression levels of six IMiD target genes in whole BM samples of 44 myeloma patients treated with lenalidomide‐dexamethasone. Expression of CRBN (R = 0.30, P = .05), IKZF1 (R = 0.31, P = .04), IRF4 (R = 0.38, P = .01), MCT‐1 (R = 0.30, P = .05), and CD147 (R = 0.38, P = .01), but not IKZF3 (R = −0.15, P = .34), was significantly associated with response. Interestingly, IKZF1 expression was elevated in BM environmental cells and thus selected for further investigation by multicolor flow cytometry. High IKAROS protein levels in total BM mononuclear cells (median OS 83.4 vs. 32.2 months, P = .02), CD19+ B cells (median OS 71.1 vs. 32.2 months, P = .05), CD3+ CD8+ T cells (median OS 83.4 vs 19.0 months, P = .008) as well as monocytes (median OS 53.9 vs 18.0 months, P = .009) were associated with superior overall survival (OS). In contrast, IKAROS protein expression in MM cells was not predictive for OS. Our data therefore corroborate the central role of immune cells for the clinical activity of IMiDs and built the groundwork for prospective analysis of IKAROS protein levels in distinct cell populations as a potential biomarker for IMiD based therapies.
doi_str_mv 10.1002/ajh.24634
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_1855791118</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>4313179931</sourcerecordid><originalsourceid>FETCH-LOGICAL-c3884-506e84f71caf4f451c24390a66c416676a39a5acbe05708733a794aea9ba83d43</originalsourceid><addsrcrecordid>eNp10U9u1DAUBnALgehQWHABZIkNLKa1E9txlqOq0EKlSvxZRy_Oi8aDEwfb0XR2HIELcDlOgsMUFkhIluzFT9_T80fIc87OOGPFOey2Z4VQpXhAVpzVaq2VLB6SFSsVz29Wn5AnMe4Y41xo9picFJrJQhZsRX5cv998uP1I8W4KGKP1I7Uj7WxMdjSJtn5EOkAIfk8NOkcnP80OUnaRQj7UwNjZDhLS1vosv2CgvQ_Uz8n4Aenepi11OIKznR9shz-_fe_wDgZMW4hLfNpigOmwzB1ml-zk8sgDupz2lDzqwUV8dn-fks9vLj9dXK1vbt9eX2xu1qbUWqwlU6hFX3EDveiF5KYQZc1AKSO4UpWCsgYJpkUmK6arsoSqFoBQt6DLTpSn5NUxdwr-64wxNYONy74wop9jw7WUVc0515m-_Ifu_BzyeotSFS80lzKr10dlgo8xYN9MwebfOTScNUtnTe6s-d1Zti_uE-d2wO6v_FNSBudHsLcOD_9Pajbvro6RvwCuP6OW</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1867128155</pqid></control><display><type>article</type><title>IKAROS expression in distinct bone marrow cell populations as a candidate biomarker for outcome with lenalidomide‐dexamethasone therapy in multiple myeloma</title><source>Wiley-Blackwell Read &amp; Publish Collection</source><creator>Bolomsky, Arnold ; Hübl, Wolfgang ; Spada, Stefano ; Müldür, Ercan ; Schlangen, Karin ; Heintel, Daniel ; Rocci, Alberto ; Weißmann, Adalbert ; Fritz, Veronique ; Willheim, Martin ; Zojer, Niklas ; Palumbo, Antonio ; Ludwig, Heinz</creator><creatorcontrib>Bolomsky, Arnold ; Hübl, Wolfgang ; Spada, Stefano ; Müldür, Ercan ; Schlangen, Karin ; Heintel, Daniel ; Rocci, Alberto ; Weißmann, Adalbert ; Fritz, Veronique ; Willheim, Martin ; Zojer, Niklas ; Palumbo, Antonio ; Ludwig, Heinz</creatorcontrib><description>Immunomodulatory drugs (IMiDs) are a cornerstone in the treatment of multiple myeloma (MM), but specific markers to predict outcome are still missing. Recent work pointed to a prognostic role for IMiD target genes (e.g. CRBN). Moreover, indirect activity of IMiDs on immune cells correlated with outcome, raising the possibility that cell populations in the bone marrow (BM) microenvironment could serve as biomarkers. We therefore analysed gene expression levels of six IMiD target genes in whole BM samples of 44 myeloma patients treated with lenalidomide‐dexamethasone. Expression of CRBN (R = 0.30, P = .05), IKZF1 (R = 0.31, P = .04), IRF4 (R = 0.38, P = .01), MCT‐1 (R = 0.30, P = .05), and CD147 (R = 0.38, P = .01), but not IKZF3 (R = −0.15, P = .34), was significantly associated with response. Interestingly, IKZF1 expression was elevated in BM environmental cells and thus selected for further investigation by multicolor flow cytometry. High IKAROS protein levels in total BM mononuclear cells (median OS 83.4 vs. 32.2 months, P = .02), CD19+ B cells (median OS 71.1 vs. 32.2 months, P = .05), CD3+ CD8+ T cells (median OS 83.4 vs 19.0 months, P = .008) as well as monocytes (median OS 53.9 vs 18.0 months, P = .009) were associated with superior overall survival (OS). In contrast, IKAROS protein expression in MM cells was not predictive for OS. Our data therefore corroborate the central role of immune cells for the clinical activity of IMiDs and built the groundwork for prospective analysis of IKAROS protein levels in distinct cell populations as a potential biomarker for IMiD based therapies.</description><identifier>ISSN: 0361-8609</identifier><identifier>EISSN: 1096-8652</identifier><identifier>DOI: 10.1002/ajh.24634</identifier><identifier>PMID: 28052520</identifier><language>eng</language><publisher>United States: Wiley Subscription Services, Inc</publisher><subject>Biomarkers, Tumor - analysis ; Bone marrow ; Bone Marrow Cells - chemistry ; Dexamethasone - therapeutic use ; Gene Expression ; Hematology ; Humans ; Ikaros Transcription Factor - analysis ; Ikaros Transcription Factor - metabolism ; Immunologic Factors - genetics ; Immunologic Factors - therapeutic use ; Multiple myeloma ; Multiple Myeloma - drug therapy ; Multiple Myeloma - mortality ; Multiple Myeloma - pathology ; Proteins ; Survival Rate ; Thalidomide - analogs &amp; derivatives ; Thalidomide - therapeutic use ; Treatment Outcome</subject><ispartof>American journal of hematology, 2017-03, Vol.92 (3), p.269-278</ispartof><rights>2017 Wiley Periodicals, Inc.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3884-506e84f71caf4f451c24390a66c416676a39a5acbe05708733a794aea9ba83d43</citedby><cites>FETCH-LOGICAL-c3884-506e84f71caf4f451c24390a66c416676a39a5acbe05708733a794aea9ba83d43</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27923,27924</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/28052520$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Bolomsky, Arnold</creatorcontrib><creatorcontrib>Hübl, Wolfgang</creatorcontrib><creatorcontrib>Spada, Stefano</creatorcontrib><creatorcontrib>Müldür, Ercan</creatorcontrib><creatorcontrib>Schlangen, Karin</creatorcontrib><creatorcontrib>Heintel, Daniel</creatorcontrib><creatorcontrib>Rocci, Alberto</creatorcontrib><creatorcontrib>Weißmann, Adalbert</creatorcontrib><creatorcontrib>Fritz, Veronique</creatorcontrib><creatorcontrib>Willheim, Martin</creatorcontrib><creatorcontrib>Zojer, Niklas</creatorcontrib><creatorcontrib>Palumbo, Antonio</creatorcontrib><creatorcontrib>Ludwig, Heinz</creatorcontrib><title>IKAROS expression in distinct bone marrow cell populations as a candidate biomarker for outcome with lenalidomide‐dexamethasone therapy in multiple myeloma</title><title>American journal of hematology</title><addtitle>Am J Hematol</addtitle><description>Immunomodulatory drugs (IMiDs) are a cornerstone in the treatment of multiple myeloma (MM), but specific markers to predict outcome are still missing. Recent work pointed to a prognostic role for IMiD target genes (e.g. CRBN). Moreover, indirect activity of IMiDs on immune cells correlated with outcome, raising the possibility that cell populations in the bone marrow (BM) microenvironment could serve as biomarkers. We therefore analysed gene expression levels of six IMiD target genes in whole BM samples of 44 myeloma patients treated with lenalidomide‐dexamethasone. Expression of CRBN (R = 0.30, P = .05), IKZF1 (R = 0.31, P = .04), IRF4 (R = 0.38, P = .01), MCT‐1 (R = 0.30, P = .05), and CD147 (R = 0.38, P = .01), but not IKZF3 (R = −0.15, P = .34), was significantly associated with response. Interestingly, IKZF1 expression was elevated in BM environmental cells and thus selected for further investigation by multicolor flow cytometry. High IKAROS protein levels in total BM mononuclear cells (median OS 83.4 vs. 32.2 months, P = .02), CD19+ B cells (median OS 71.1 vs. 32.2 months, P = .05), CD3+ CD8+ T cells (median OS 83.4 vs 19.0 months, P = .008) as well as monocytes (median OS 53.9 vs 18.0 months, P = .009) were associated with superior overall survival (OS). In contrast, IKAROS protein expression in MM cells was not predictive for OS. Our data therefore corroborate the central role of immune cells for the clinical activity of IMiDs and built the groundwork for prospective analysis of IKAROS protein levels in distinct cell populations as a potential biomarker for IMiD based therapies.</description><subject>Biomarkers, Tumor - analysis</subject><subject>Bone marrow</subject><subject>Bone Marrow Cells - chemistry</subject><subject>Dexamethasone - therapeutic use</subject><subject>Gene Expression</subject><subject>Hematology</subject><subject>Humans</subject><subject>Ikaros Transcription Factor - analysis</subject><subject>Ikaros Transcription Factor - metabolism</subject><subject>Immunologic Factors - genetics</subject><subject>Immunologic Factors - therapeutic use</subject><subject>Multiple myeloma</subject><subject>Multiple Myeloma - drug therapy</subject><subject>Multiple Myeloma - mortality</subject><subject>Multiple Myeloma - pathology</subject><subject>Proteins</subject><subject>Survival Rate</subject><subject>Thalidomide - analogs &amp; derivatives</subject><subject>Thalidomide - therapeutic use</subject><subject>Treatment Outcome</subject><issn>0361-8609</issn><issn>1096-8652</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><recordid>eNp10U9u1DAUBnALgehQWHABZIkNLKa1E9txlqOq0EKlSvxZRy_Oi8aDEwfb0XR2HIELcDlOgsMUFkhIluzFT9_T80fIc87OOGPFOey2Z4VQpXhAVpzVaq2VLB6SFSsVz29Wn5AnMe4Y41xo9picFJrJQhZsRX5cv998uP1I8W4KGKP1I7Uj7WxMdjSJtn5EOkAIfk8NOkcnP80OUnaRQj7UwNjZDhLS1vosv2CgvQ_Uz8n4Aenepi11OIKznR9shz-_fe_wDgZMW4hLfNpigOmwzB1ml-zk8sgDupz2lDzqwUV8dn-fks9vLj9dXK1vbt9eX2xu1qbUWqwlU6hFX3EDveiF5KYQZc1AKSO4UpWCsgYJpkUmK6arsoSqFoBQt6DLTpSn5NUxdwr-64wxNYONy74wop9jw7WUVc0515m-_Ifu_BzyeotSFS80lzKr10dlgo8xYN9MwebfOTScNUtnTe6s-d1Zti_uE-d2wO6v_FNSBudHsLcOD_9Pajbvro6RvwCuP6OW</recordid><startdate>201703</startdate><enddate>201703</enddate><creator>Bolomsky, Arnold</creator><creator>Hübl, Wolfgang</creator><creator>Spada, Stefano</creator><creator>Müldür, Ercan</creator><creator>Schlangen, Karin</creator><creator>Heintel, Daniel</creator><creator>Rocci, Alberto</creator><creator>Weißmann, Adalbert</creator><creator>Fritz, Veronique</creator><creator>Willheim, Martin</creator><creator>Zojer, Niklas</creator><creator>Palumbo, Antonio</creator><creator>Ludwig, Heinz</creator><general>Wiley Subscription Services, Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>K9.</scope><scope>7X8</scope></search><sort><creationdate>201703</creationdate><title>IKAROS expression in distinct bone marrow cell populations as a candidate biomarker for outcome with lenalidomide‐dexamethasone therapy in multiple myeloma</title><author>Bolomsky, Arnold ; Hübl, Wolfgang ; Spada, Stefano ; Müldür, Ercan ; Schlangen, Karin ; Heintel, Daniel ; Rocci, Alberto ; Weißmann, Adalbert ; Fritz, Veronique ; Willheim, Martin ; Zojer, Niklas ; Palumbo, Antonio ; Ludwig, Heinz</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3884-506e84f71caf4f451c24390a66c416676a39a5acbe05708733a794aea9ba83d43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Biomarkers, Tumor - analysis</topic><topic>Bone marrow</topic><topic>Bone Marrow Cells - chemistry</topic><topic>Dexamethasone - therapeutic use</topic><topic>Gene Expression</topic><topic>Hematology</topic><topic>Humans</topic><topic>Ikaros Transcription Factor - analysis</topic><topic>Ikaros Transcription Factor - metabolism</topic><topic>Immunologic Factors - genetics</topic><topic>Immunologic Factors - therapeutic use</topic><topic>Multiple myeloma</topic><topic>Multiple Myeloma - drug therapy</topic><topic>Multiple Myeloma - mortality</topic><topic>Multiple Myeloma - pathology</topic><topic>Proteins</topic><topic>Survival Rate</topic><topic>Thalidomide - analogs &amp; derivatives</topic><topic>Thalidomide - therapeutic use</topic><topic>Treatment Outcome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bolomsky, Arnold</creatorcontrib><creatorcontrib>Hübl, Wolfgang</creatorcontrib><creatorcontrib>Spada, Stefano</creatorcontrib><creatorcontrib>Müldür, Ercan</creatorcontrib><creatorcontrib>Schlangen, Karin</creatorcontrib><creatorcontrib>Heintel, Daniel</creatorcontrib><creatorcontrib>Rocci, Alberto</creatorcontrib><creatorcontrib>Weißmann, Adalbert</creatorcontrib><creatorcontrib>Fritz, Veronique</creatorcontrib><creatorcontrib>Willheim, Martin</creatorcontrib><creatorcontrib>Zojer, Niklas</creatorcontrib><creatorcontrib>Palumbo, Antonio</creatorcontrib><creatorcontrib>Ludwig, Heinz</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><jtitle>American journal of hematology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bolomsky, Arnold</au><au>Hübl, Wolfgang</au><au>Spada, Stefano</au><au>Müldür, Ercan</au><au>Schlangen, Karin</au><au>Heintel, Daniel</au><au>Rocci, Alberto</au><au>Weißmann, Adalbert</au><au>Fritz, Veronique</au><au>Willheim, Martin</au><au>Zojer, Niklas</au><au>Palumbo, Antonio</au><au>Ludwig, Heinz</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>IKAROS expression in distinct bone marrow cell populations as a candidate biomarker for outcome with lenalidomide‐dexamethasone therapy in multiple myeloma</atitle><jtitle>American journal of hematology</jtitle><addtitle>Am J Hematol</addtitle><date>2017-03</date><risdate>2017</risdate><volume>92</volume><issue>3</issue><spage>269</spage><epage>278</epage><pages>269-278</pages><issn>0361-8609</issn><eissn>1096-8652</eissn><abstract>Immunomodulatory drugs (IMiDs) are a cornerstone in the treatment of multiple myeloma (MM), but specific markers to predict outcome are still missing. Recent work pointed to a prognostic role for IMiD target genes (e.g. CRBN). Moreover, indirect activity of IMiDs on immune cells correlated with outcome, raising the possibility that cell populations in the bone marrow (BM) microenvironment could serve as biomarkers. We therefore analysed gene expression levels of six IMiD target genes in whole BM samples of 44 myeloma patients treated with lenalidomide‐dexamethasone. Expression of CRBN (R = 0.30, P = .05), IKZF1 (R = 0.31, P = .04), IRF4 (R = 0.38, P = .01), MCT‐1 (R = 0.30, P = .05), and CD147 (R = 0.38, P = .01), but not IKZF3 (R = −0.15, P = .34), was significantly associated with response. Interestingly, IKZF1 expression was elevated in BM environmental cells and thus selected for further investigation by multicolor flow cytometry. High IKAROS protein levels in total BM mononuclear cells (median OS 83.4 vs. 32.2 months, P = .02), CD19+ B cells (median OS 71.1 vs. 32.2 months, P = .05), CD3+ CD8+ T cells (median OS 83.4 vs 19.0 months, P = .008) as well as monocytes (median OS 53.9 vs 18.0 months, P = .009) were associated with superior overall survival (OS). In contrast, IKAROS protein expression in MM cells was not predictive for OS. Our data therefore corroborate the central role of immune cells for the clinical activity of IMiDs and built the groundwork for prospective analysis of IKAROS protein levels in distinct cell populations as a potential biomarker for IMiD based therapies.</abstract><cop>United States</cop><pub>Wiley Subscription Services, Inc</pub><pmid>28052520</pmid><doi>10.1002/ajh.24634</doi><tpages>10</tpages><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0361-8609
ispartof American journal of hematology, 2017-03, Vol.92 (3), p.269-278
issn 0361-8609
1096-8652
language eng
recordid cdi_proquest_miscellaneous_1855791118
source Wiley-Blackwell Read & Publish Collection
subjects Biomarkers, Tumor - analysis
Bone marrow
Bone Marrow Cells - chemistry
Dexamethasone - therapeutic use
Gene Expression
Hematology
Humans
Ikaros Transcription Factor - analysis
Ikaros Transcription Factor - metabolism
Immunologic Factors - genetics
Immunologic Factors - therapeutic use
Multiple myeloma
Multiple Myeloma - drug therapy
Multiple Myeloma - mortality
Multiple Myeloma - pathology
Proteins
Survival Rate
Thalidomide - analogs & derivatives
Thalidomide - therapeutic use
Treatment Outcome
title IKAROS expression in distinct bone marrow cell populations as a candidate biomarker for outcome with lenalidomide‐dexamethasone therapy in multiple myeloma
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-13T01%3A14%3A43IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=IKAROS%20expression%20in%20distinct%20bone%20marrow%20cell%20populations%20as%20a%20candidate%20biomarker%20for%20outcome%20with%20lenalidomide%E2%80%90dexamethasone%20therapy%20in%20multiple%20myeloma&rft.jtitle=American%20journal%20of%20hematology&rft.au=Bolomsky,%20Arnold&rft.date=2017-03&rft.volume=92&rft.issue=3&rft.spage=269&rft.epage=278&rft.pages=269-278&rft.issn=0361-8609&rft.eissn=1096-8652&rft_id=info:doi/10.1002/ajh.24634&rft_dat=%3Cproquest_cross%3E4313179931%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c3884-506e84f71caf4f451c24390a66c416676a39a5acbe05708733a794aea9ba83d43%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=1867128155&rft_id=info:pmid/28052520&rfr_iscdi=true