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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...
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Published in: | American journal of hematology 2017-03, Vol.92 (3), p.269-278 |
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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. |
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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 & 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 & 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 & 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 & 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> |
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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 |
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