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Generalizability of Kidney Transplant Data in Electronic Health Records - The Epic Cosmos Database versus the Scientific Registry of Transplant Recipients
Mankowski, Michal A; Bae, Sunjae; Strauss, Alexandra T; Lonze, Bonnie E; Orandi, Babak J; Stewart, Darren; Massie, Allan B; McAdams-DeMarco, Mara A; Oermann, Eric K; Habal, Marlena; Iturrate, Eduardo; Gentry, Sommer E; Segev, Dorry L; Axelrod, David
Developing real-world evidence from electronic health records (EHR) is vital to advance kidney transplantation (KT). We assessed the feasibility of studying KT using the Epic Cosmos aggregated EHR dataset, which includes 274 million unique individuals cared for in 238 U.S. health systems, by comparing it with the Scientific Registry of Transplant Recipients (SRTR). We identified 69,418 KT recipients transplanted between January 2014 and December 2022 in Cosmos (39.4% of all US KT transplants during this period). Demographics and clinical characteristics of recipients captured in Cosmos were consistent with the overall SRTR cohort. Survival estimates were generally comparable, although there were some differences in long-term survival. At 7 years post-transplant, patient survival was 80.4% in Cosmos and 77.8% in SRTR. Multivariable Cox regression showed consistent associations between clinical factors and mortality in both cohorts, with minor discrepancies in the associations between death and both age and race. In summary, Cosmos provides a reliable platform for KT research, allowing EHR-level clinical granularity not available with either the transplant registry or healthcare claims. Consequently, Cosmos will enable novel analyses to improve our understanding of KT management on a national scale.
PMID: 39550008
ISSN: 1600-6143
CID: 5754062
Organ Procurement Organization-level variation in A1/A2 subtyping of deceased donors [Letter]
Bisen, Shivani S; Zeiser, Laura B; Stewart, Darren E; Lonze, Bonnie E; Segev, Dorry L; Massie, Allan B
PMID: 39019438
ISSN: 1600-6143
CID: 5695932
Safety of Kidney Transplantation from Donors with HIV
Durand, Christine M; Massie, Allan; Florman, Sander; Liang, Tao; Rana, Meenakshi M; Friedman-Moraco, Rachel; Gilbert, Alexander; Stock, Peter; Mehta, Sapna A; Mehta, Shikha; Stosor, Valentina; Pereira, Marcus R; Morris, Michele I; Hand, Jonathan; Aslam, Saima; Malinis, Maricar; Haidar, Ghady; Small, Catherine B; Santos, Carlos A Q; Schaenman, Joanna; Baddley, John; Wojciechowski, David; Blumberg, Emily A; Ranganna, Karthik; Adebiyi, Oluwafisayo; Elias, Nahel; Castillo-Lugo, Jose A; Giorgakis, Emmanouil; Apewokin, Senu; Brown, Diane; Ostrander, Darin; Eby, Yolanda; Desai, Niraj; Naqvi, Fizza; Bagnasco, Serena; Watson, Natasha; Brittain, Erica; Odim, Jonah; Redd, Andrew D; Tobian, Aaron A R; Segev, Dorry L; ,
BACKGROUND:Kidney transplantation from donors with human immunodeficiency virus (HIV) to recipients with HIV is an emerging practice. It has been performed since 2016 under the U.S. congressional HIV Organ Policy Equity Act and is currently approved for research only. The Department of Health and Human Services is considering expanding the procedure to clinical practice, but data are limited to small case series that did not include donors without HIV as controls. METHODS:In an observational study conducted at 26 U.S. centers, we compared transplantation of kidneys from deceased donors with HIV and donors without HIV to recipients with HIV. The primary outcome was a safety event (a composite of death from any cause, graft loss, serious adverse event, HIV breakthrough infection, persistent failure of HIV treatment, or opportunistic infection), assessed for noninferiority (margin for the upper bound of the 95% confidence interval, 3.00). Secondary outcomes included overall survival, survival without graft loss, rejection, infection, cancer, and HIV superinfection. RESULTS:We enrolled 408 transplantation candidates, of whom 198 received a kidney from a deceased donor; 99 received a kidney from a donor with HIV and 99 from a donor without HIV. The adjusted hazard ratio for the composite primary outcome was 1.00 (95% confidence interval [CI], 0.73 to 1.38), which showed noninferiority. The following secondary outcomes were similar whether the donor had HIV or not: overall survival at 1 year (94% vs. 95%) and 3 years (85% vs. 87%), survival without graft loss at 1 year (93% vs. 90%) and 3 years (84% vs. 81%), and rejection at 1 year (13% vs. 21%) and 3 years (21% vs. 24%). The incidence of serious adverse events, infections, surgical or vascular complications, and cancer was similar in the groups. The incidence of HIV breakthrough infection was higher among recipients of kidneys from donors with HIV (incidence rate ratio, 3.14; 95%, CI, 1.02 to 9.63), with one potential HIV superinfection among the 58 recipients in this group with sequence data and no persistent failures of HIV treatment. CONCLUSIONS:In this observational study of kidney transplantation in persons with HIV, transplantation from donors with HIV appeared to be noninferior to that from donors without HIV. (Funded by the National Institute of Allergy and Infectious Diseases; ClinicalTrials.gov number, NCT03500315.).
PMID: 39413376
ISSN: 1533-4406
CID: 5711682
ChatGPT Solving Complex Kidney Transplant Cases: A Comparative Study With Human Respondents
Mankowski, Michal A; Jaffe, Ian S; Xu, Jingzhi; Bae, Sunjae; Oermann, Eric K; Aphinyanaphongs, Yindalon; McAdams-DeMarco, Mara A; Lonze, Bonnie E; Orandi, Babak J; Stewart, Darren; Levan, Macey; Massie, Allan; Gentry, Sommer; Segev, Dorry L
INTRODUCTION/BACKGROUND:ChatGPT has shown the ability to answer clinical questions in general medicine but may be constrained by the specialized nature of kidney transplantation. Thus, it is important to explore how ChatGPT can be used in kidney transplantation and how its knowledge compares to human respondents. METHODS:We prompted ChatGPT versions 3.5, 4, and 4 Visual (4 V) with 12 multiple-choice questions related to six kidney transplant cases from 2013 to 2015 American Society of Nephrology (ASN) fellowship program quizzes. We compared the performance of ChatGPT with US nephrology fellowship program directors, nephrology fellows, and the audience of the ASN's annual Kidney Week meeting. RESULTS:Overall, ChatGPT 4 V correctly answered 10 out of 12 questions, showing a performance level comparable to nephrology fellows (group majority correctly answered 9 of 12 questions) and training program directors (11 of 12). This surpassed ChatGPT 4 (7 of 12 correct) and 3.5 (5 of 12). All three ChatGPT versions failed to correctly answer questions where the consensus among human respondents was low. CONCLUSION/CONCLUSIONS:Each iterative version of ChatGPT performed better than the prior version, with version 4 V achieving performance on par with nephrology fellows and training program directors. While it shows promise in understanding and answering kidney transplantation questions, ChatGPT should be seen as a complementary tool to human expertise rather than a replacement.
PMCID:11441623
PMID: 39329220
ISSN: 1399-0012
CID: 5714092
Mitigating the Disparate Impacts of Longevity Matching of Kidney Transplants [Editorial]
Gentry, Sommer E; Stewart, Darren E; Massie, Allan B; Segev, Dorry L
PMID: 38970578
ISSN: 1523-6838
CID: 5719172
Thirty-Year Trends in Perioperative Mortality Risk for Living Kidney Donors
Massie, Allan B; Motter, Jennifer D; Snyder, Jon J; Levan, Macey L; Segev, Dorry L
PMID: 39196582
ISSN: 1538-3598
CID: 5711412
The Impact of HLA-DQαβ Heterodimer Mismatch on Living Donor Kidney Allograft Outcomes
Charnaya, Olga; Ishaque, Tanveen; Hallett, Andrew; Morris, Gerald P; Coppage, Myra; Schmitz, John L; Timofeeva, Olga; Lázár-Molnár, Eszter; Zhang, Aiwen; Krummey, Scott; Hidalgo, Luis; Segev, Dorry L; Tambur, Anat R; Massie, Allan B
BACKGROUND:HLA-DQ mismatch has been identified as a predictor of de novo donor-specific HLA antibody formation and antibody-mediated rejection. There are insufficient data to guide the incorporation of DQ mismatch into organ allocation decisions. METHODS:We used a retrospective longitudinal cohort of adult living donor kidney transplant recipients from 11 centers across the United States for whom high-resolution class II typing was available. HLA-DQαβ heterodimer allele mismatch was quantified for all donor-recipient pairs, and outcome data were obtained through linkage with the Scientific Registry of Transplant Recipients. RESULTS:We studied 3916 donor-recipient pairs. Recipient characteristics were notable for a median age of 51 (38-61) y, primarily unsensitized, with 74.5% of the cohort having 0% calculated panel-reactive antibody, and 60.4% with private insurance, for a median follow-up time of 5.86 y. We found that the HLA-DQαβ allele and HLA-DR antigen mismatch were each individually associated with an increased hazard of all-cause graft failure (adjusted hazard ratio [aHR] DQ = 1.03 1.14 1.28; aHR DR = 1.03 1.15 1.328), death-censored graft failure (aHR DQ =1.01 1.19 1.40; aHR DR = 0.099 1.18 1.39), and rejection. Having 2 HLA-DQαβ allele mismatches further increased the hazard of rejection even when controlling for HLA-DR mismatch (aHR 1.03 1.68 2.74). CONCLUSIONS:HLA-DQαβ allele mismatch predicted allograft rejection even when controlling for HLA-DR antigen mismatch and were both independently associated with increased risk of graft failure or rejection in adult living kidney transplant recipients. Given the strong burden of disease arising from the HLA-DQ antibody formation, we suggest that HLA-DQαβ should be prioritized over HLA-DR in donor selection.
PMID: 39233325
ISSN: 1534-6080
CID: 5688052
Prevalence and Risk Factors of Postacute Sequelae of COVID-19 in Adults With Systemic Autoimmune Rheumatic Diseases
Teles, Mayan S; Brundage, Janetta; Chiang, Teresa Po-Yu; Alejo, Jennifer L; Henriquez, Nicolas; Wallwork, Rachel; Christopher-Stine, Lisa; Massie, Allan; Segev, Dorry L; Connolly, Caoilfhionn M; Paik, Julie J; Werbel, William A
OBJECTIVE:Incidence and manifestations of postacute sequelae of coronavirus disease 2019 (PASC) are poorly defined among immunosuppressed populations. We reported, phenotyped, and assessed risk factors for PASC in adults with systemic autoimmune diseases. METHODS:Persons aged ≥ 18 years with systemic autoimmune diseases were recruited into a national, prospective observational cohort of SARS-CoV-2 vaccination and infection between December 2020 and April 2021. Serial surveys assessed vaccination status, SARS-CoV-2 infection incidence, and disease flares. Participants reporting SARS-CoV-2 infection received a questionnaire assessing symptom duration, severity, and quality of life (QOL) effect; PASC was defined as ≥ 1 symptom persisting for > 12 weeks. PASC syndromes were mapped by overlapping symptom domains. Characteristics were compared between participants who did vs did not report PASC. RESULTS:= 0.004). CONCLUSION/CONCLUSIONS:In a large, real-world cohort, 29.8% of persons with systemic autoimmune disease reported PASC, often affecting QOL. Preceding vaccination may reduce PASC, whereas multiple infections may increase risk, supporting ongoing booster vaccine campaigns and efforts to limit breakthrough infections.
PMID: 38950954
ISSN: 1499-2752
CID: 5687112
Bridge to Transplantation: Policies Impact Practices
Kumar, Akshay; Alam, Amit; Flattery, Erin; Dorsey, Michael; Yongue, Camille; Massie, Allan; Patel, Suhani; Reyentovich, Alex; Moazami, Nader; Smith, Deane
Since the development of the first heart allocation system in 1988 to the most recent heart allocation system in 2018, the road to heart transplantation has continued to evolve. Policies were shaped with advances in temporary and durable left ventricular assist devices as well as prioritization of patients based on degree of illness. Herein, we review the changes in the heart allocation system over the past several decades and the impact of practice patterns across the United States.
PMID: 38642820
ISSN: 1552-6259
CID: 5657542
Regional Disparities in Kidney Transplant Allocation in Brazil: A Retrospective Cohort Study
Salomão Pontes, Daniela Ferreira; Fernandes Ferreira, Gustavo; Segev, Dorry; Massie, Allan B; Levan, Macey; Barbosa, Abner Mácola Pacheco; da Rocha, Naila Camila; Modelli de Andrade, Luis Gustavo
BACKGROUND:Brazil has a large public transplant program, but it remains unclear if the kidney waitlist criteria effectively allocate organs. This study aimed to investigate whether gender, ethnicity, clinical characteristics, and Brazilian regions affect the chance of deceased donor kidney transplant (DDKT). METHODS:We conducted a retrospective cohort study using the National Transplant System/Brazil database, which included all patients on the kidney transplant waitlist from January 2012 to December 2022, followed until May 2023. The primary outcome assessed was the chance of DDKT, measured using subdistribution hazard and cause-specific hazard models (subdistribution hazard ratio [sHR]). RESULTS:We analyzed 118 617 waitlisted patients over a 10-year study period. Male patients had an sHR of 1.07 ([95% CI: 1.05-1.10], p < 0.001), indicating a higher chance of DDTK. Patients of mixed race and Yellow/Indigenous ethnicity had lower rates of receiving a transplant compared to Caucasian patients, with sHR of 0.97 (95% CI: 0.95-1) and 0.89 (95% CI: 0.95-1), respectively. Patients from the South region had the highest chance of DDKT, followed by those from the Midwest and Northeast, compared to patients from the Southeast, with sHR of 2.53 (95% CI: 2.47-2.61), 1.21 (95% CI: 1.16-1.27), and 1.10 (95% CI: 1.07-1.13), respectively. The North region had the lowest chance of DDTK, sHR of 0.29 (95% CI: 0.27-0.31). CONCLUSION/CONCLUSIONS:We found that women and racial minorities faced disadvantages in kidney transplantation. Additionally, we observed regional disparities, with the North region having the lowest chance of DDKT and longer times on dialysis before being waitlisted. In contrast, patients in the South regions had a chance of DDKT and shorter times on dialysis before being waitlisted. It is urgent to implement approaches to enhance transplant capacity in the North region and address race and gender disparities in transplantation.
PMID: 39215436
ISSN: 1399-0012
CID: 5702102