Ziad S Zaky, Stephanie A Clifford, James N Fleming
{"title":"多器官移植受者基因表达和 dd-cfDNA 的诊断性能。","authors":"Ziad S Zaky, Stephanie A Clifford, James N Fleming","doi":"10.1097/TXD.0000000000001772","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The aim of this analysis was to evaluate early signals of the utility of gene expression profile (GEP) and donor-derived cell-free DNA (dd-cfDNA) for ruling out subclinical rejection in multiorgan transplant recipients.</p><p><strong>Methods: </strong>This was a prospective, single-center, observational pilot study that began enrolling patients in September 2022. Participants were enrolled after providing informed consent and had biomarker samples drawn before surveillance or for-cause biopsy. GEP result of TX was considered negative and a dd-cfDNA of ≤0.69% was considered negative, regardless of a nonrenal organ.</p><p><strong>Results: </strong>There were 49 participants with 55 surveillance and/or for-cause biopsies. After exclusion of biopsies not paired with biomarkers, 51 biopsies were evaluated with at least 1 biomarker. Fifty-one biopsies had paired GEP results, whereas 47 biopsies had paired dd-cfDNA results. Overall, there were 12 biopsy-proven acute rejections (24%), 5 of which were T cell-mediated rejections (4-1A and 1-1B), 2 were antibody-mediated rejections, and 5 were borderline for T cell-mediated rejections. GEP by itself in 51 biopsies demonstrated a sensitivity of 17%, specificity of 74%, positive predictive value of 17%, negative predictive value of 74%, and balanced accuracy of 61%. Among 47 paired biopsies, dd-cfDNA demonstrated a sensitivity of 67% and specificity of 37%. Median dd-cfDNA was above the positivity threshold for both participants with rejection on biopsy and without (1.86% versus 1.35%, respectively). When evaluating GEP, specifically in surveillance biopsies and patients with liver transplants, diagnostic performance was maintained.</p><p><strong>Conclusions: </strong>In this pilot analysis, GEP maintained a high negative predictive value in a multiorgan cohort, regardless of the nonrenal organ. dd-cfDNA did not have good performance when using the kidney threshold cutoff, which was expected and driven by the liver component of multiorgan recipients. Further technological advances with dd-cfDNA to differentiate organs and multiple donors could be impactful. The results support the use of GEP for ruling out kidney rejection in a multiorgan population, including those with a liver transplant. Further evaluation is necessary to confirm the results.</p>","PeriodicalId":23225,"journal":{"name":"Transplantation Direct","volume":"11 3","pages":"e1772"},"PeriodicalIF":1.9000,"publicationDate":"2025-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11850034/pdf/","citationCount":"0","resultStr":"{\"title\":\"Diagnostic Performance of Gene Expression and dd-cfDNA in Multiorgan Transplant Recipients.\",\"authors\":\"Ziad S Zaky, Stephanie A Clifford, James N Fleming\",\"doi\":\"10.1097/TXD.0000000000001772\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>The aim of this analysis was to evaluate early signals of the utility of gene expression profile (GEP) and donor-derived cell-free DNA (dd-cfDNA) for ruling out subclinical rejection in multiorgan transplant recipients.</p><p><strong>Methods: </strong>This was a prospective, single-center, observational pilot study that began enrolling patients in September 2022. Participants were enrolled after providing informed consent and had biomarker samples drawn before surveillance or for-cause biopsy. GEP result of TX was considered negative and a dd-cfDNA of ≤0.69% was considered negative, regardless of a nonrenal organ.</p><p><strong>Results: </strong>There were 49 participants with 55 surveillance and/or for-cause biopsies. After exclusion of biopsies not paired with biomarkers, 51 biopsies were evaluated with at least 1 biomarker. Fifty-one biopsies had paired GEP results, whereas 47 biopsies had paired dd-cfDNA results. Overall, there were 12 biopsy-proven acute rejections (24%), 5 of which were T cell-mediated rejections (4-1A and 1-1B), 2 were antibody-mediated rejections, and 5 were borderline for T cell-mediated rejections. GEP by itself in 51 biopsies demonstrated a sensitivity of 17%, specificity of 74%, positive predictive value of 17%, negative predictive value of 74%, and balanced accuracy of 61%. Among 47 paired biopsies, dd-cfDNA demonstrated a sensitivity of 67% and specificity of 37%. Median dd-cfDNA was above the positivity threshold for both participants with rejection on biopsy and without (1.86% versus 1.35%, respectively). When evaluating GEP, specifically in surveillance biopsies and patients with liver transplants, diagnostic performance was maintained.</p><p><strong>Conclusions: </strong>In this pilot analysis, GEP maintained a high negative predictive value in a multiorgan cohort, regardless of the nonrenal organ. dd-cfDNA did not have good performance when using the kidney threshold cutoff, which was expected and driven by the liver component of multiorgan recipients. Further technological advances with dd-cfDNA to differentiate organs and multiple donors could be impactful. The results support the use of GEP for ruling out kidney rejection in a multiorgan population, including those with a liver transplant. Further evaluation is necessary to confirm the results.</p>\",\"PeriodicalId\":23225,\"journal\":{\"name\":\"Transplantation Direct\",\"volume\":\"11 3\",\"pages\":\"e1772\"},\"PeriodicalIF\":1.9000,\"publicationDate\":\"2025-02-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11850034/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Transplantation Direct\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1097/TXD.0000000000001772\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/3/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q3\",\"JCRName\":\"TRANSPLANTATION\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Transplantation Direct","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1097/TXD.0000000000001772","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/3/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"TRANSPLANTATION","Score":null,"Total":0}
Diagnostic Performance of Gene Expression and dd-cfDNA in Multiorgan Transplant Recipients.
Background: The aim of this analysis was to evaluate early signals of the utility of gene expression profile (GEP) and donor-derived cell-free DNA (dd-cfDNA) for ruling out subclinical rejection in multiorgan transplant recipients.
Methods: This was a prospective, single-center, observational pilot study that began enrolling patients in September 2022. Participants were enrolled after providing informed consent and had biomarker samples drawn before surveillance or for-cause biopsy. GEP result of TX was considered negative and a dd-cfDNA of ≤0.69% was considered negative, regardless of a nonrenal organ.
Results: There were 49 participants with 55 surveillance and/or for-cause biopsies. After exclusion of biopsies not paired with biomarkers, 51 biopsies were evaluated with at least 1 biomarker. Fifty-one biopsies had paired GEP results, whereas 47 biopsies had paired dd-cfDNA results. Overall, there were 12 biopsy-proven acute rejections (24%), 5 of which were T cell-mediated rejections (4-1A and 1-1B), 2 were antibody-mediated rejections, and 5 were borderline for T cell-mediated rejections. GEP by itself in 51 biopsies demonstrated a sensitivity of 17%, specificity of 74%, positive predictive value of 17%, negative predictive value of 74%, and balanced accuracy of 61%. Among 47 paired biopsies, dd-cfDNA demonstrated a sensitivity of 67% and specificity of 37%. Median dd-cfDNA was above the positivity threshold for both participants with rejection on biopsy and without (1.86% versus 1.35%, respectively). When evaluating GEP, specifically in surveillance biopsies and patients with liver transplants, diagnostic performance was maintained.
Conclusions: In this pilot analysis, GEP maintained a high negative predictive value in a multiorgan cohort, regardless of the nonrenal organ. dd-cfDNA did not have good performance when using the kidney threshold cutoff, which was expected and driven by the liver component of multiorgan recipients. Further technological advances with dd-cfDNA to differentiate organs and multiple donors could be impactful. The results support the use of GEP for ruling out kidney rejection in a multiorgan population, including those with a liver transplant. Further evaluation is necessary to confirm the results.