Chronic graft-versus-host disease detected by tissue-specific cell-free DNA methylation biomarkers
Accurate detection of graft-versus-host disease (GVHD) is a major challenge in the management of patients undergoing hematopoietic stem cell transplantation (HCT). Here, we demonstrated the use of circulating cell-free DNA (cfDNA) for detection of tissue turnover and chronic GVHD (cGVHD) in specific...
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creator | Avni, Batia Neiman, Daniel Shaked, Elior Gal-Rosenberg, Ofer Grisariu, Sigal Kuzli, Mona Avni, Ilai Fracchia, Andrea Stepensky, Polina Zuckerman, Tsila Lev-Sagie, Ahinoam Fox-Fisher, Ilana Piyanzin, Sheina Moss, Joshua Salpeter, Seth J Glaser, Benjamin Shemer, Ruth Dor, Yuval |
description | Accurate detection of graft-versus-host disease (GVHD) is a major challenge in the management of patients undergoing hematopoietic stem cell transplantation (HCT). Here, we demonstrated the use of circulating cell-free DNA (cfDNA) for detection of tissue turnover and chronic GVHD (cGVHD) in specific organs.
We established a cocktail of tissue-specific DNA methylation markers and used it to determine the concentration of cfDNA molecules derived from the liver, skin, lungs, colon, and specific immune cells in 101 patients undergoing HCT.
Patients with active cGVHD showed elevated concentrations of cfDNA, as well as tissue-specific methylation markers that agreed with clinical scores. Strikingly, transplanted patients with no clinical symptoms had abnormally high levels of tissue-specific markers, suggesting hidden tissue turnover even in the absence of evident clinical pathology. An integrative model taking into account total cfDNA concentration, monocyte/macrophage cfDNA levels and alanine transaminase was able to correctly identify GVHD with a specificity of 86% and precision of 89% (AUC of 0.8).
cfDNA markers can be used for the detection of cGVHD, opening a window into underlying tissue dynamics in patients that receive allogeneic stem cell transplants.
This work was supported by grants from the Ernest and Bonnie Beutler Research Program of Excellence in Genomic Medicine, The Israel Science Foundation, the Waldholtz/Pakula family, the Robert M. and Marilyn Sternberg Family Charitable Foundation and the Helmsley Charitable Trust (to YD). |
doi_str_mv | 10.1172/JCI163541 |
format | Article |
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We established a cocktail of tissue-specific DNA methylation markers and used it to determine the concentration of cfDNA molecules derived from the liver, skin, lungs, colon, and specific immune cells in 101 patients undergoing HCT.
Patients with active cGVHD showed elevated concentrations of cfDNA, as well as tissue-specific methylation markers that agreed with clinical scores. Strikingly, transplanted patients with no clinical symptoms had abnormally high levels of tissue-specific markers, suggesting hidden tissue turnover even in the absence of evident clinical pathology. An integrative model taking into account total cfDNA concentration, monocyte/macrophage cfDNA levels and alanine transaminase was able to correctly identify GVHD with a specificity of 86% and precision of 89% (AUC of 0.8).
cfDNA markers can be used for the detection of cGVHD, opening a window into underlying tissue dynamics in patients that receive allogeneic stem cell transplants.
This work was supported by grants from the Ernest and Bonnie Beutler Research Program of Excellence in Genomic Medicine, The Israel Science Foundation, the Waldholtz/Pakula family, the Robert M. and Marilyn Sternberg Family Charitable Foundation and the Helmsley Charitable Trust (to YD).</description><identifier>ISSN: 1558-8238</identifier><identifier>ISSN: 0021-9738</identifier><identifier>EISSN: 1558-8238</identifier><identifier>DOI: 10.1172/JCI163541</identifier><identifier>PMID: 37971879</identifier><language>eng</language><publisher>United States: American Society for Clinical Investigation</publisher><subject>B cells ; Biological markers ; Clinical Medicine ; Diagnosis ; DNA ; Extrachromosomal DNA ; Genetic research ; Graft versus host reaction ; Health aspects ; Hematopoietic stem cells ; Immunological research ; Liver ; Measurement ; Methylation ; Skin ; Stem cell research ; Stem cells ; Transplantation</subject><ispartof>The Journal of clinical investigation, 2024-01, Vol.134 (2)</ispartof><rights>COPYRIGHT 2024 American Society for Clinical Investigation</rights><rights>2024 Avni et al. 2024 Avni et al.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c580t-290fe80236278f0ffa78fdc036bd9ca05d305fa279ee191ad8f2fc48daa534e3</citedby><cites>FETCH-LOGICAL-c580t-290fe80236278f0ffa78fdc036bd9ca05d305fa279ee191ad8f2fc48daa534e3</cites><orcidid>0000-0002-3773-9330 ; 0000-0003-4711-5000 ; 0000-0003-2456-2289 ; 0000-0003-2606-8006</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10786696/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10786696/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37971879$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Avni, Batia</creatorcontrib><creatorcontrib>Neiman, Daniel</creatorcontrib><creatorcontrib>Shaked, Elior</creatorcontrib><creatorcontrib>Gal-Rosenberg, Ofer</creatorcontrib><creatorcontrib>Grisariu, Sigal</creatorcontrib><creatorcontrib>Kuzli, Mona</creatorcontrib><creatorcontrib>Avni, Ilai</creatorcontrib><creatorcontrib>Fracchia, Andrea</creatorcontrib><creatorcontrib>Stepensky, Polina</creatorcontrib><creatorcontrib>Zuckerman, Tsila</creatorcontrib><creatorcontrib>Lev-Sagie, Ahinoam</creatorcontrib><creatorcontrib>Fox-Fisher, Ilana</creatorcontrib><creatorcontrib>Piyanzin, Sheina</creatorcontrib><creatorcontrib>Moss, Joshua</creatorcontrib><creatorcontrib>Salpeter, Seth J</creatorcontrib><creatorcontrib>Glaser, Benjamin</creatorcontrib><creatorcontrib>Shemer, Ruth</creatorcontrib><creatorcontrib>Dor, Yuval</creatorcontrib><title>Chronic graft-versus-host disease detected by tissue-specific cell-free DNA methylation biomarkers</title><title>The Journal of clinical investigation</title><addtitle>J Clin Invest</addtitle><description>Accurate detection of graft-versus-host disease (GVHD) is a major challenge in the management of patients undergoing hematopoietic stem cell transplantation (HCT). Here, we demonstrated the use of circulating cell-free DNA (cfDNA) for detection of tissue turnover and chronic GVHD (cGVHD) in specific organs.
We established a cocktail of tissue-specific DNA methylation markers and used it to determine the concentration of cfDNA molecules derived from the liver, skin, lungs, colon, and specific immune cells in 101 patients undergoing HCT.
Patients with active cGVHD showed elevated concentrations of cfDNA, as well as tissue-specific methylation markers that agreed with clinical scores. Strikingly, transplanted patients with no clinical symptoms had abnormally high levels of tissue-specific markers, suggesting hidden tissue turnover even in the absence of evident clinical pathology. An integrative model taking into account total cfDNA concentration, monocyte/macrophage cfDNA levels and alanine transaminase was able to correctly identify GVHD with a specificity of 86% and precision of 89% (AUC of 0.8).
cfDNA markers can be used for the detection of cGVHD, opening a window into underlying tissue dynamics in patients that receive allogeneic stem cell transplants.
This work was supported by grants from the Ernest and Bonnie Beutler Research Program of Excellence in Genomic Medicine, The Israel Science Foundation, the Waldholtz/Pakula family, the Robert M. and Marilyn Sternberg Family Charitable Foundation and the Helmsley Charitable Trust (to YD).</description><subject>B cells</subject><subject>Biological markers</subject><subject>Clinical Medicine</subject><subject>Diagnosis</subject><subject>DNA</subject><subject>Extrachromosomal DNA</subject><subject>Genetic research</subject><subject>Graft versus host reaction</subject><subject>Health aspects</subject><subject>Hematopoietic stem cells</subject><subject>Immunological research</subject><subject>Liver</subject><subject>Measurement</subject><subject>Methylation</subject><subject>Skin</subject><subject>Stem cell research</subject><subject>Stem cells</subject><subject>Transplantation</subject><issn>1558-8238</issn><issn>0021-9738</issn><issn>1558-8238</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNqNkl2L1DAUhoso7rp64R-QgiB60TVpmja9kmH8Gllc0MXbkCYnbbTTjDnp4vx7M-w6zMBcSC5OSJ73zcd5s-w5JZeUNuXbL8sVrRmv6IPsnHIuClEy8fBgfpY9QfxJCK0qXj3OzljTNlQ07XnWLYfgJ6fzPigbi1sIOGMxeIy5cQgKITcQQUcwebfNo0OcocANaGeTSsM4FjYA5O-_LvI1xGE7quj8lHfOr1X4lfyeZo-sGhGe3deL7Objh5vl5-Lq-tNqubgqNBckFmVLLAhSsrpshCXWqlSMJqzuTKsV4YYRblXZtAC0pcoIW1pdCaMUZxWwi-zdne1m7tZgNEwxqFFugkv32EqvnDzemdwge38rKWlEXbd1cnh97xD87xkwyrXD3QvVBH5GWYqWNpxXvEzoyzu0VyNIN1mfLPUOl4tGMFLRmotEFSeoHiZI5_sJrEvLR_zlCT4NA2unTwreHAkSE-FP7NWMKFffv_0_e_3jmH11wA6gxjigH-ddZ_GkqQ4eMYDd_zclcpdNuc9mYl8cNmhP_gsj-wtG0tyw</recordid><startdate>20240116</startdate><enddate>20240116</enddate><creator>Avni, Batia</creator><creator>Neiman, Daniel</creator><creator>Shaked, Elior</creator><creator>Gal-Rosenberg, Ofer</creator><creator>Grisariu, Sigal</creator><creator>Kuzli, Mona</creator><creator>Avni, Ilai</creator><creator>Fracchia, Andrea</creator><creator>Stepensky, Polina</creator><creator>Zuckerman, Tsila</creator><creator>Lev-Sagie, Ahinoam</creator><creator>Fox-Fisher, Ilana</creator><creator>Piyanzin, Sheina</creator><creator>Moss, Joshua</creator><creator>Salpeter, Seth J</creator><creator>Glaser, Benjamin</creator><creator>Shemer, Ruth</creator><creator>Dor, Yuval</creator><general>American Society for Clinical Investigation</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>IOV</scope><scope>ISR</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-3773-9330</orcidid><orcidid>https://orcid.org/0000-0003-4711-5000</orcidid><orcidid>https://orcid.org/0000-0003-2456-2289</orcidid><orcidid>https://orcid.org/0000-0003-2606-8006</orcidid></search><sort><creationdate>20240116</creationdate><title>Chronic graft-versus-host disease detected by tissue-specific cell-free DNA methylation biomarkers</title><author>Avni, Batia ; Neiman, Daniel ; Shaked, Elior ; Gal-Rosenberg, Ofer ; Grisariu, Sigal ; Kuzli, Mona ; Avni, Ilai ; Fracchia, Andrea ; Stepensky, Polina ; Zuckerman, Tsila ; Lev-Sagie, Ahinoam ; Fox-Fisher, Ilana ; Piyanzin, Sheina ; Moss, Joshua ; Salpeter, Seth J ; Glaser, Benjamin ; Shemer, Ruth ; Dor, Yuval</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c580t-290fe80236278f0ffa78fdc036bd9ca05d305fa279ee191ad8f2fc48daa534e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>B cells</topic><topic>Biological markers</topic><topic>Clinical Medicine</topic><topic>Diagnosis</topic><topic>DNA</topic><topic>Extrachromosomal DNA</topic><topic>Genetic research</topic><topic>Graft versus host reaction</topic><topic>Health aspects</topic><topic>Hematopoietic stem cells</topic><topic>Immunological research</topic><topic>Liver</topic><topic>Measurement</topic><topic>Methylation</topic><topic>Skin</topic><topic>Stem cell research</topic><topic>Stem cells</topic><topic>Transplantation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Avni, Batia</creatorcontrib><creatorcontrib>Neiman, Daniel</creatorcontrib><creatorcontrib>Shaked, Elior</creatorcontrib><creatorcontrib>Gal-Rosenberg, Ofer</creatorcontrib><creatorcontrib>Grisariu, Sigal</creatorcontrib><creatorcontrib>Kuzli, Mona</creatorcontrib><creatorcontrib>Avni, Ilai</creatorcontrib><creatorcontrib>Fracchia, Andrea</creatorcontrib><creatorcontrib>Stepensky, Polina</creatorcontrib><creatorcontrib>Zuckerman, Tsila</creatorcontrib><creatorcontrib>Lev-Sagie, Ahinoam</creatorcontrib><creatorcontrib>Fox-Fisher, Ilana</creatorcontrib><creatorcontrib>Piyanzin, Sheina</creatorcontrib><creatorcontrib>Moss, Joshua</creatorcontrib><creatorcontrib>Salpeter, Seth J</creatorcontrib><creatorcontrib>Glaser, Benjamin</creatorcontrib><creatorcontrib>Shemer, Ruth</creatorcontrib><creatorcontrib>Dor, Yuval</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Opposing Viewpoints</collection><collection>Gale In Context: Science</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>The Journal of clinical investigation</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Avni, Batia</au><au>Neiman, Daniel</au><au>Shaked, Elior</au><au>Gal-Rosenberg, Ofer</au><au>Grisariu, Sigal</au><au>Kuzli, Mona</au><au>Avni, Ilai</au><au>Fracchia, Andrea</au><au>Stepensky, Polina</au><au>Zuckerman, Tsila</au><au>Lev-Sagie, Ahinoam</au><au>Fox-Fisher, Ilana</au><au>Piyanzin, Sheina</au><au>Moss, Joshua</au><au>Salpeter, Seth J</au><au>Glaser, Benjamin</au><au>Shemer, Ruth</au><au>Dor, Yuval</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Chronic graft-versus-host disease detected by tissue-specific cell-free DNA methylation biomarkers</atitle><jtitle>The Journal of clinical investigation</jtitle><addtitle>J Clin Invest</addtitle><date>2024-01-16</date><risdate>2024</risdate><volume>134</volume><issue>2</issue><issn>1558-8238</issn><issn>0021-9738</issn><eissn>1558-8238</eissn><abstract>Accurate detection of graft-versus-host disease (GVHD) is a major challenge in the management of patients undergoing hematopoietic stem cell transplantation (HCT). Here, we demonstrated the use of circulating cell-free DNA (cfDNA) for detection of tissue turnover and chronic GVHD (cGVHD) in specific organs.
We established a cocktail of tissue-specific DNA methylation markers and used it to determine the concentration of cfDNA molecules derived from the liver, skin, lungs, colon, and specific immune cells in 101 patients undergoing HCT.
Patients with active cGVHD showed elevated concentrations of cfDNA, as well as tissue-specific methylation markers that agreed with clinical scores. Strikingly, transplanted patients with no clinical symptoms had abnormally high levels of tissue-specific markers, suggesting hidden tissue turnover even in the absence of evident clinical pathology. An integrative model taking into account total cfDNA concentration, monocyte/macrophage cfDNA levels and alanine transaminase was able to correctly identify GVHD with a specificity of 86% and precision of 89% (AUC of 0.8).
cfDNA markers can be used for the detection of cGVHD, opening a window into underlying tissue dynamics in patients that receive allogeneic stem cell transplants.
This work was supported by grants from the Ernest and Bonnie Beutler Research Program of Excellence in Genomic Medicine, The Israel Science Foundation, the Waldholtz/Pakula family, the Robert M. and Marilyn Sternberg Family Charitable Foundation and the Helmsley Charitable Trust (to YD).</abstract><cop>United States</cop><pub>American Society for Clinical Investigation</pub><pmid>37971879</pmid><doi>10.1172/JCI163541</doi><orcidid>https://orcid.org/0000-0002-3773-9330</orcidid><orcidid>https://orcid.org/0000-0003-4711-5000</orcidid><orcidid>https://orcid.org/0000-0003-2456-2289</orcidid><orcidid>https://orcid.org/0000-0003-2606-8006</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | B cells Biological markers Clinical Medicine Diagnosis DNA Extrachromosomal DNA Genetic research Graft versus host reaction Health aspects Hematopoietic stem cells Immunological research Liver Measurement Methylation Skin Stem cell research Stem cells Transplantation |
title | Chronic graft-versus-host disease detected by tissue-specific cell-free DNA methylation biomarkers |
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