Prospective observational study to validate a next-generation sequencing blood RNA signature to predict early kidney transplant rejection
The objective of this study was to validate the performance of Tutivia, a peripheral blood gene expression signature, in predicting early acute rejection (AR) post–kidney transplant. Recipients of living or deceased donor kidney transplants were enrolled in a nonrandomized, prospective, global, and...
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Veröffentlicht in: | American journal of transplantation 2024-03, Vol.24 (3), p.436-447 |
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creator | Bestard, Oriol Augustine, Joshua Wee, Alvin Poggio, Emilio Mannon, Roslyn B. Ansari, Mohammed Javeed Bhati, Chandra Maluf, Daniel Benken, Scott Leca, Nicolae La Manna, Gaetano Samaniego-Picota, Milagros Shawar, Saed Concepcion, Beatrice P. Rostaing, Lionel Alberici, Federico O’Connell, Phillip Chang, Anthony Salem, Fadi Kattan, Michael W. Gallon, Lorenzo Donovan, Michael J. |
description | The objective of this study was to validate the performance of Tutivia, a peripheral blood gene expression signature, in predicting early acute rejection (AR) post–kidney transplant. Recipients of living or deceased donor kidney transplants were enrolled in a nonrandomized, prospective, global, and observational study (NCT04727788). The main outcome was validation of the area under the curve (AUC) of Tutivia vs serum creatinine at biopsy alone, or Tutivia + serum creatinine at biopsy. Of the 151 kidney transplant recipients, the mean cohort age was 53 years old, and 64% were male. There were 71% (107/151) surveillance/protocol biopsies and 29% (44/151) for-cause biopsies, with a 31% (47/151) overall rejection rate. Tutivia (AUC 0.69 [95% CI: 0.59-0.77]) and AUC of Tutivia + creatinine at biopsy (0.68 [95% CI: 0.59-0.77]) were greater than the AUC of creatinine at biopsy alone (0.51.4 [95% CI: 0.43-0.60]). Applying a model cut-off of 50 (scale 0-100) generated a high- and low-risk category for AR with a negative predictive value of 0.79 (95% CI: 0.71-0.86), a positive predictive value of 0.60 (95% CI: 0.45-0.74), and an odds ratio of 5.74 (95% CI: 2.63-12.54). Tutivia represents a validated noninvasive approach for clinicians to accurately predict early AR, beyond the current standard of care.
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doi_str_mv | 10.1016/j.ajt.2023.09.021 |
format | Article |
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[Display omitted]</description><identifier>ISSN: 1600-6135</identifier><identifier>EISSN: 1600-6143</identifier><identifier>DOI: 10.1016/j.ajt.2023.09.021</identifier><identifier>PMID: 38152017</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>NGS blood signature ; predicts early kidney transplant rejection ; Tutivia</subject><ispartof>American journal of transplantation, 2024-03, Vol.24 (3), p.436-447</ispartof><rights>2023 The Authors</rights><rights>Copyright © 2023 The Authors. Published by Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c396t-7c7071b2fd015eecb0a8fbacca61a30215cf1a7488b574ce758b0594ed7bf75a3</citedby><cites>FETCH-LOGICAL-c396t-7c7071b2fd015eecb0a8fbacca61a30215cf1a7488b574ce758b0594ed7bf75a3</cites><orcidid>0000-0002-5921-4834 ; 0000-0002-8625-9288 ; 0000-0003-0772-598X ; 0000-0002-7368-9481 ; 0000-0002-5130-7286 ; 0000-0002-2036-283X ; 0000-0002-0576-6756 ; 0000-0002-2603-2778 ; 0000-0002-1686-5709 ; 0000-0002-6094-1027 ; 0000-0001-5473-8551 ; 0000-0002-3840-4161 ; 0000-0002-6877-5510 ; 0000-0001-7914-1663 ; 0000-0003-1492-5103 ; 0000-0002-4333-5551 ; 0009-0000-3933-5869 ; 0000-0002-8811-2458 ; 0000-0003-3279-2930 ; 0000-0002-4602-5700 ; 0000-0001-9468-7920 ; 0000-0003-1776-3680</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38152017$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Bestard, Oriol</creatorcontrib><creatorcontrib>Augustine, Joshua</creatorcontrib><creatorcontrib>Wee, Alvin</creatorcontrib><creatorcontrib>Poggio, Emilio</creatorcontrib><creatorcontrib>Mannon, Roslyn B.</creatorcontrib><creatorcontrib>Ansari, Mohammed Javeed</creatorcontrib><creatorcontrib>Bhati, Chandra</creatorcontrib><creatorcontrib>Maluf, Daniel</creatorcontrib><creatorcontrib>Benken, Scott</creatorcontrib><creatorcontrib>Leca, Nicolae</creatorcontrib><creatorcontrib>La Manna, Gaetano</creatorcontrib><creatorcontrib>Samaniego-Picota, Milagros</creatorcontrib><creatorcontrib>Shawar, Saed</creatorcontrib><creatorcontrib>Concepcion, Beatrice P.</creatorcontrib><creatorcontrib>Rostaing, Lionel</creatorcontrib><creatorcontrib>Alberici, Federico</creatorcontrib><creatorcontrib>O’Connell, Phillip</creatorcontrib><creatorcontrib>Chang, Anthony</creatorcontrib><creatorcontrib>Salem, Fadi</creatorcontrib><creatorcontrib>Kattan, Michael W.</creatorcontrib><creatorcontrib>Gallon, Lorenzo</creatorcontrib><creatorcontrib>Donovan, Michael J.</creatorcontrib><title>Prospective observational study to validate a next-generation sequencing blood RNA signature to predict early kidney transplant rejection</title><title>American journal of transplantation</title><addtitle>Am J Transplant</addtitle><description>The objective of this study was to validate the performance of Tutivia, a peripheral blood gene expression signature, in predicting early acute rejection (AR) post–kidney transplant. Recipients of living or deceased donor kidney transplants were enrolled in a nonrandomized, prospective, global, and observational study (NCT04727788). The main outcome was validation of the area under the curve (AUC) of Tutivia vs serum creatinine at biopsy alone, or Tutivia + serum creatinine at biopsy. Of the 151 kidney transplant recipients, the mean cohort age was 53 years old, and 64% were male. There were 71% (107/151) surveillance/protocol biopsies and 29% (44/151) for-cause biopsies, with a 31% (47/151) overall rejection rate. Tutivia (AUC 0.69 [95% CI: 0.59-0.77]) and AUC of Tutivia + creatinine at biopsy (0.68 [95% CI: 0.59-0.77]) were greater than the AUC of creatinine at biopsy alone (0.51.4 [95% CI: 0.43-0.60]). Applying a model cut-off of 50 (scale 0-100) generated a high- and low-risk category for AR with a negative predictive value of 0.79 (95% CI: 0.71-0.86), a positive predictive value of 0.60 (95% CI: 0.45-0.74), and an odds ratio of 5.74 (95% CI: 2.63-12.54). Tutivia represents a validated noninvasive approach for clinicians to accurately predict early AR, beyond the current standard of care.
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Recipients of living or deceased donor kidney transplants were enrolled in a nonrandomized, prospective, global, and observational study (NCT04727788). The main outcome was validation of the area under the curve (AUC) of Tutivia vs serum creatinine at biopsy alone, or Tutivia + serum creatinine at biopsy. Of the 151 kidney transplant recipients, the mean cohort age was 53 years old, and 64% were male. There were 71% (107/151) surveillance/protocol biopsies and 29% (44/151) for-cause biopsies, with a 31% (47/151) overall rejection rate. Tutivia (AUC 0.69 [95% CI: 0.59-0.77]) and AUC of Tutivia + creatinine at biopsy (0.68 [95% CI: 0.59-0.77]) were greater than the AUC of creatinine at biopsy alone (0.51.4 [95% CI: 0.43-0.60]). Applying a model cut-off of 50 (scale 0-100) generated a high- and low-risk category for AR with a negative predictive value of 0.79 (95% CI: 0.71-0.86), a positive predictive value of 0.60 (95% CI: 0.45-0.74), and an odds ratio of 5.74 (95% CI: 2.63-12.54). Tutivia represents a validated noninvasive approach for clinicians to accurately predict early AR, beyond the current standard of care.
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subjects | NGS blood signature predicts early kidney transplant rejection Tutivia |
title | Prospective observational study to validate a next-generation sequencing blood RNA signature to predict early kidney transplant rejection |
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