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Goussous N, De Leon F, Alghannam K, Howard BC, Than PA, Wang AX, Sageshima J, Perez RV. Outcomes Using High KDPI Kidneys in Recipients Over 65 y of Age. Transplant Direct 2024; 10:e1738. [PMID: 39563722 PMCID: PMC11575968 DOI: 10.1097/txd.0000000000001738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Revised: 09/30/2024] [Accepted: 10/01/2024] [Indexed: 11/21/2024] Open
Abstract
BACKGROUND Kidney transplantation has been shown to improve life expectancy when compared with remaining on dialysis. However, there is an ever-expanding shortage of available organs for transplantation. The use of high kidney donor profile index (KDPI; >85) kidneys is 1 strategy to address this shortage. The current study aims to evaluate the advantage of accepting a high KDPI versus a low KDPI kidney (KDPI ≤85) in patients 65 y or older. METHODS A single-center retrospective review of all patients, ages 65 y or older, who underwent deceased donor kidney transplantation between 2010 and 2020 was performed. Outcomes and wait times of recipients undergoing low KDPI (KDPI ≤85) versus high KDPI (KDPI >85) kidney transplantation were compared. Significance was defined as P < 0.05. RESULTS Four hundred ninety-two patients were identified; 317 (64.4%) were men with a median age at transplantation of 69 y. Four hundred five patients received low KDPI kidneys, whereas the remaining received high KDPI grafts. High KDPI kidneys were procured from older donors (60 versus 47, P < 0.001) and had shorter cold ischemic time (25.0 versus 28.3 h, P = 0.01) compared with low KDPI kidneys. There was no significant difference in graft and patient survival between low and high KDPI recipients, with 85.1% and 86.2% grafts functioning at a follow-up of 4.85 (2.9-7.0) y, respectively. Pretransplant wait time was significantly shorter in the high KDPI group (2.7 [1.8-4.1] versus 3.5 [2.3-4.8] y; P = 0.004). CONCLUSIONS In patients 65 y or older undergoing deceased donor kidney transplantation, high KDPI kidneys may offer shorter pretransplant waiting times without compromising graft or patient survival.
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Affiliation(s)
- Naeem Goussous
- Division of Transplant Surgery, Department of Surgery, University of California Davis, Sacramento, CA
| | - Fransia De Leon
- Division of Transplant Surgery, Department of Surgery, University of California Davis, Sacramento, CA
| | - Karima Alghannam
- Division of Transplant Surgery, Department of Surgery, University of California Davis, Sacramento, CA
| | - Brian C. Howard
- Division of Transplant Surgery, Department of Surgery, University of California Davis, Sacramento, CA
| | - Peter A. Than
- Division of Transplant and Hepatobiliary Surgery, Department of Surgery, University of California San Diego, San Diego, CA
| | - Aileen X Wang
- Division of Transplant Nephrology, Department of Medicine, University of California Davis, Sacramento, CA
| | - Junichiro Sageshima
- Division of Transplant Surgery, Department of Surgery, University of California Davis, Sacramento, CA
| | - Richard V. Perez
- Division of Transplant Surgery, Department of Surgery, University of California Davis, Sacramento, CA
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2
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Xu Z, Sun X, Ma X, Tao B, Wu J, He Y, Zhao Y, Mao H, Yang J, Jiang D, Wang L, Song C. Landscape of the immune infiltration and identification of molecular diagnostic markers associated with immune cells in patients with kidney transplantation. Sci Rep 2024; 14:24770. [PMID: 39433868 PMCID: PMC11493967 DOI: 10.1038/s41598-024-75052-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Accepted: 10/01/2024] [Indexed: 10/23/2024] Open
Abstract
Rejection seriously affects the success of kidney transplantations. However, the molecular mechanisms underlying this rejection remain unclear. The GSE21374 and GSE36059 datasets were downloaded from the Gene Expression Omnibus (GEO) database. Next, the Cell-type Identification by Estimating Relative Subsets of RNA Transcripts (CIBERSORT) algorithm was used to infer the proportions of 22 immune cells. Moreover, infiltrating immune cell-related genes were identified using weighted gene co-expression network analysis (WGCNA), and enrichment analysis was conducted to observe their biological functions. Extreme Gradient Boosting (XGBoost) and Least Absolute Shrinkage and Selection Operator (LASSO) logistic regression algorithms were used to screen hub genes. Quantitative real-time PCR was conducted to verify the number of immune cells and hub gene expression levels. The rejection and non-rejection groups showed significantly different distributions (P < 0.05) of eight immune cells (B cell memory, Plasma cells, mast cells, follicular helper T cells, T CD8 cells, Macrophages M1, T Cells CD4 memory activated, and gamma delta T cells). Subsequently, CD8A, CRTAM, GBP2, WARS, and VAMP5 were screened as hub genes using the XGBoost and LASSO algorithms and could be used as diagnostic biomarkers. Finally, differential analysis and quantitative real-time PCR suggested that CD8A, CRTAM, GBP2, WARS, and VAMP5 were upregulated in rejection samples compared to non-rejection samples. The present study identified five key infiltrating immune cell-related genes (CD8A, CRTAM, GBP2,WARS, and VAMP5) involved in kidney transplant rejection, which may explain the molecular mechanism of rejection in kidney transplantation development.
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Affiliation(s)
- Zhangxiao Xu
- Faculty of Life Science and Technology & The affiliated Anning First People's Hospital, Kunming University of Science and Technology, Kunming, 650302, China
| | - Xun Sun
- The Department of Urology, Kunming First People's Hospital, Affiliated Calmette Hospital of Kunming Medical University, Kunming, 650000, China
| | - Xiaobo Ma
- Department of Laboratory Medicine, The First Affiliated Hospital of Kunming Medical University, Kunming, 650000, China
| | - Bo Tao
- Faculty of Life Science and Technology & The affiliated Anning First People's Hospital, Kunming University of Science and Technology, Kunming, 650302, China
| | - Jian Wu
- Faculty of Life Science and Technology & The affiliated Anning First People's Hospital, Kunming University of Science and Technology, Kunming, 650302, China
| | - Yunpeng He
- Faculty of Life Science and Technology & The affiliated Anning First People's Hospital, Kunming University of Science and Technology, Kunming, 650302, China
| | - Yuan Zhao
- Faculty of Life Science and Technology & The affiliated Anning First People's Hospital, Kunming University of Science and Technology, Kunming, 650302, China
| | - Hexiang Mao
- Faculty of Life Science and Technology & The affiliated Anning First People's Hospital, Kunming University of Science and Technology, Kunming, 650302, China
| | - Jie Yang
- Faculty of Life Science and Technology & The affiliated Anning First People's Hospital, Kunming University of Science and Technology, Kunming, 650302, China
| | - Dehui Jiang
- Faculty of Life Science and Technology & The affiliated Anning First People's Hospital, Kunming University of Science and Technology, Kunming, 650302, China
| | - Lijun Wang
- Faculty of Life Science and Technology & The affiliated Anning First People's Hospital, Kunming University of Science and Technology, Kunming, 650302, China.
| | - Chao Song
- Faculty of Life Science and Technology & The affiliated Anning First People's Hospital, Kunming University of Science and Technology, Kunming, 650302, China.
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Sancho C, Affdal A, Ballesteros Gallego FA, Malo MF, Cochran-Mavrikakis SL, Cardinal H, Gill JS, Fortin MC. The Use of Kidneys With Lower Longevity From Deceased Donors to Improve Access to Preemptive Renal Transplantation for Elderly Patients: A Qualitative Study. Can J Kidney Health Dis 2024; 11:20543581241267165. [PMID: 39091638 PMCID: PMC11292676 DOI: 10.1177/20543581241267165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 06/04/2024] [Indexed: 08/04/2024] Open
Abstract
Background There is a gap between the number of patients waiting for a transplant and the number of kidneys available. Some deceased donor kidneys are currently nonutilized, as medical teams fear that they will experience suboptimal graft survival. However, these organs could provide an acceptable therapeutic option if they were allocated for preemptive kidney transplantation in elderly candidates. Objective This project aims to gather patients' perspectives on the allocation of kidneys with lower longevity for preemptive kidney transplantation in elderly patients. Design Individual interviews. Setting The Center hospitalier de l'Université de Montréal (CHUM) chronic kidney disease (CKD) clinic. Participants Patients aged between 64 and 75 years with CKD G4-5 ND, followed at the CHUM and who have not initiated dialysis yet. Methods Between March and July 2023, we conducted 14 individual interviews with patients aged between 64 and 75 years who had CKD G4-5 ND and were followed at the CHUM. The interviews were digitally recorded and transcribed. Thematic analysis was conducted. Results Most participants were in favor of using kidneys with lower longevity to increase their access to transplantation, improve their quality of life, enable accelerated transplantation, and avoid dialysis. Patients also wanted to be engaged in the decision-making process, underlining the importance of informed consent. Although the use of kidneys with lower longevity offers the hope of returning to "normal" life, some patients were concerned about the risk of reduced graft survival and the need for a subsequent kidney transplant. In these cases, patients were interested in using mitigation strategies, such as prioritization for kidney transplantation from standard donors in case of early graft loss associated with receiving kidneys with lower longevity. They also recommended the development of a separate waiting list for patients consenting to preemptive transplantation with kidneys with lower longevity. Limitations This study was conducted in only 1 nephrology clinic in the province of Quebec with French-speaking patients. Consequently, the results may not be generalizable to other populations, including ethnic minorities. Conclusion The use of kidneys with lower longevity for preemptive kidney transplantation appears to be an interesting option for elderly kidney transplant candidates. However, patient information and participation in the decision-making process are essential. Moreover, organ donation organizations and transplant programs should develop a separate waitlist for transplant candidates who have preconsented to receive organ offers of deceased donor kidneys with lower longevity. Trial registration Not registered.
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Affiliation(s)
- Carina Sancho
- Bioethics Program, École de santé publique de l’Université de Montréal, Québec, Canada
| | - Aliya Affdal
- Bioethics Program, École de santé publique de l’Université de Montréal, Québec, Canada
- Centre de recherche du Centre hospitalier de l’Université de Montréal (CRCHUM), Québec, Canada
| | | | - Marie-Françoise Malo
- Bioethics Program, École de santé publique de l’Université de Montréal, Québec, Canada
| | | | - Héloise Cardinal
- Centre de recherche du Centre hospitalier de l’Université de Montréal (CRCHUM), Québec, Canada
- Faculté de médecine de l’Université de Montréal, Québec, Canada
- Centre hospitalier de l’Université de Montréal, Québec, Canada
- Canadian Donation and Transplantation Research Program, Edmonton, AB, Canada
| | - John S. Gill
- Division of Nephrology, Faculty of Medicine, The University of British Columbia, Vancouver, Canada
| | - Marie-Chantal Fortin
- Centre de recherche du Centre hospitalier de l’Université de Montréal (CRCHUM), Québec, Canada
- Faculté de médecine de l’Université de Montréal, Québec, Canada
- Centre hospitalier de l’Université de Montréal, Québec, Canada
- Canadian Donation and Transplantation Research Program, Edmonton, AB, Canada
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Li X, Chen G, Zhou X, Peng X, Li M, Chen D, Yu H, Shi W, Zhang C, Li Y, Feng Z, Mei Y, Li L, Liang S, He W, Gou X, Li J. Roles of Akirin1 in early prediction and treatment of graft kidney ischemia‒reperfusion injury. SMART MEDICINE 2024; 3:e20230043. [PMID: 39188701 PMCID: PMC11235893 DOI: 10.1002/smmd.20230043] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 02/26/2024] [Indexed: 08/28/2024]
Abstract
Ferroptosis is a predominant contributor to graft kidney ischemia‒reperfusion injury (IRI), resulting in delayed graft function (DGF). However, much less is known about the early predicting biomarkers and therapeutic targets of DGF, especially aiming at ferroptosis. Here, we propose a precise predicting model for DGF, relying on the Akirin1 level in extracellular vesicles (EVs) derived from recipient urine 48 h after kidney transplant. In addition, we decipher a new molecular mechanism whereby Akirin1 induces ferroptosis by strengthening TP53-mediated suppression of SLC7A11 during the graft kidney IRI process, that is, Akirin1 activates the EGR1/TP53 axis and inhibits MDM2-mediated TP53 ubiquitination, accordingly upregulating TP53 in two ways. Meanwhile, we present the first evidence that miR-136-5p enriched in EVs secreted by human umbilical cord mesenchymal stem cells (UM-EVs) confers robust protection against ferroptosis and graft kidney IRI by targeted inhibition of Akirin1 but knockout of miR-136-5p in UM sharply mitigates the protection of UM-EVs. The functional and mechanistic regulation of Akirin1 is further corroborated in an allograft kidney transplant model in wild-type and Akirin1-knockout mice. In summary, these findings suggest that Akirin1, which prominently induces ferroptosis, is a pivotal biomarker and target for early diagnosis and treatment of graft kidney IRI and DGF after kidney transplant.
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Affiliation(s)
- Xinyuan Li
- Department of UrologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
- CAS Center for Excellence in Molecular Cell ScienceShanghai Institute of Biochemistry and Cell BiologyChinese Academy of SciencesShanghaiChina
- Chongqing Key Laboratory of Molecular Oncology and EpigeneticsChongqingChina
| | - Guo Chen
- Department of UrologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
- Chongqing Key Laboratory of Molecular Oncology and EpigeneticsChongqingChina
| | - Xiang Zhou
- Department of UrologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
- Chongqing Key Laboratory of Molecular Oncology and EpigeneticsChongqingChina
| | - Xiang Peng
- Department of UrologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
- Chongqing Key Laboratory of Molecular Oncology and EpigeneticsChongqingChina
| | - Mao Li
- Department of UrologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Daihui Chen
- Department of UrologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Haitao Yu
- Department of UrologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
- Chongqing Key Laboratory of Molecular Oncology and EpigeneticsChongqingChina
| | - Wei Shi
- Department of UrologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
- Chongqing Key Laboratory of Molecular Oncology and EpigeneticsChongqingChina
| | - Chunlin Zhang
- Department of UrologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
- Chongqing Key Laboratory of Molecular Oncology and EpigeneticsChongqingChina
| | - Yang Li
- Department of UrologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
- Chongqing Key Laboratory of Molecular Oncology and EpigeneticsChongqingChina
| | - Zhenwei Feng
- Department of UrologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
- Chongqing Key Laboratory of Molecular Oncology and EpigeneticsChongqingChina
| | - Yuhua Mei
- Department of UrologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
- Chongqing Key Laboratory of Molecular Oncology and EpigeneticsChongqingChina
| | - Li Li
- Department of UrologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
- Chongqing Key Laboratory of Molecular Oncology and EpigeneticsChongqingChina
| | - Simin Liang
- Department of UrologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Weiyang He
- Department of UrologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Xin Gou
- Department of UrologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Jie Li
- Department of UrologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
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5
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Al-Adra D, Figueiredo C, Krezdorn N. Editorial: Ex vivo graft preservation and modification. FRONTIERS IN TRANSPLANTATION 2023; 2:1291543. [PMID: 38993879 PMCID: PMC11235279 DOI: 10.3389/frtra.2023.1291543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2023] [Accepted: 10/12/2023] [Indexed: 07/13/2024]
Affiliation(s)
- David Al-Adra
- Division of Transplantation, Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States
| | | | - Nicco Krezdorn
- Clinic for Plastic, Aesthetic, Hand and Reconstructive Surgery, Center for Surgery, Hannover Medical School, Hanover, Germany
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6
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Schutter R, Sanders JSF, Ramspek CL, Crop MJ, Bemelman FJ, Christiaans MH, Hilbrands LB, de Vries AP, van de Wetering J, van Zuilen AD, van Diepen M, Leuvenink HG, Dekker FW, Moers C. Considerable Variability Among Transplant Nephrologists in Judging Deceased Donor Kidney Offers. Kidney Int Rep 2023; 8:2008-2016. [PMID: 37850026 PMCID: PMC10577326 DOI: 10.1016/j.ekir.2023.07.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 06/05/2023] [Accepted: 07/17/2023] [Indexed: 10/19/2023] Open
Abstract
Introduction Transplant clinicians may disagree on whether or not to accept a deceased donor kidney offer. We investigated the interobserver variability between transplant nephrologists regarding organ acceptance and whether the use of a prediction model impacted their decisions. Methods We developed an observational online survey with 6 real-life cases of deceased donor kidneys offered to a waitlisted recipient. Per case, nephrologists were asked to estimate the risk of adverse outcome and whether they would accept the offer for this patient, or for a patient of their own choice, and how certain they felt. These questions were repeated after revealing the risk of adverse outcome, calculated by a validated prediction model. Results Sixty Dutch nephrologists completed the survey. The intraclass correlation coefficient of their estimated risk of adverse outcome was poor (0.20, 95% confidence interval [CI] 0.08-0.62). Interobserver agreement of the decision on whether or not to accept the kidney offer was also poor (Fleiss kappa 0.13, 95% CI 0.129-0.130). The acceptance rate before and after providing the outcome of the prediction model was significantly influenced in 2 of 6 cases. Acceptance rates varied considerably among transplant centers. Conclusion In this study, the estimated risk of adverse outcome and subsequent decision to accept a suboptimal donor kidney varied greatly among transplant nephrologists. The use of a prediction model could influence this decision and may enhance nephrologists' certainty about their decision.
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Affiliation(s)
- Rianne Schutter
- Department of Surgery–Organ Donation and Transplantation, University Medical Center Groningen, University of Groningen, the Netherlands
| | - Jan-Stephan F. Sanders
- Department of Internal Medicine, Division of Nephrology, University Medical Center Groningen, University of Groningen, the Netherlands
| | - Chava L. Ramspek
- Department of Clinical Epidemiology, Leiden University Medical Center, the Netherlands
| | - Meindert J. Crop
- Department of Internal Medicine, Division of Nephrology, University Medical Center Groningen, University of Groningen, the Netherlands
| | - Frederike J. Bemelman
- Department of Internal Medicine, Division of Nephrology, Amsterdam University Medical Center, the Netherlands
| | - Maarten H.L. Christiaans
- Department of Internal Medicine, Division of Nephrology, Maastricht University Medical Center, the Netherlands
| | - Luuk B. Hilbrands
- Department of Nephrology, Radboud University Medical Center, the Netherlands
| | - Aiko P.J. de Vries
- Department of Internal Medicine, Division of Nephrology, and Leiden Transplant Center, Leiden University Medical Center, the Netherlands
| | | | - Arjan D. van Zuilen
- Department of Internal Medicine, Division of Nephrology, University Medical Center Utrecht, the Netherlands
| | - Merel van Diepen
- Department of Clinical Epidemiology, Leiden University Medical Center, the Netherlands
| | - Henri G.D. Leuvenink
- Department of Surgery–Organ Donation and Transplantation, University Medical Center Groningen, University of Groningen, the Netherlands
| | - Friedo W. Dekker
- Department of Clinical Epidemiology, Leiden University Medical Center, the Netherlands
| | - Cyril Moers
- Department of Surgery–Organ Donation and Transplantation, University Medical Center Groningen, University of Groningen, the Netherlands
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Lin K, Wei C, Li J, Guo X, Gao F, Zhao P, Liu H. Development and validation of the Chinese version of the self-management support scale for kidney transplant recipients. BMC Nurs 2023; 22:128. [PMID: 37072844 PMCID: PMC10111319 DOI: 10.1186/s12912-023-01269-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 03/25/2023] [Indexed: 04/20/2023] Open
Abstract
BACKGROUND Providing self-management support to kidney transplant recipients is essential. However, a scale to identify the self-management support they have received is lacking. The purpose of this study is to develop a Self-management Support Scale for Kidney Transplant Recipients (SMSSKTR) and test its psychometric properties. METHODS This is an instrument development and validation study, which has a three-stage cross-sectional design. In Stage 1, a preliminary item pool was formed using a literature review, semi-structured interviews, and the Delphi method. In Stage 2, six experts were invited to assess content validity. A convenience sample of 313 participants was used to explore the factor structure by using exploratory factor analysis. The test-retest reliability was assessed using the intra-class correlation coefficient (ICC). In Stage 3, two hundred and sixty-five participants were recruited to validate the factor structure by using confirmatory factor analysis. Convergent validity was examined using Spearman's correlation coefficient. Cronbach's alpha coefficient and corrected item-total correlation coefficient were used to test the reliability of the entire scale and its dimensions. The study was reported according to the STARD and GRRAS checklists. RESULTS An initial 40-item scale was developed in Stage 1. In Stage 2, three factors with 22 items emerged from the exploratory factor analysis: instrumental support, psychosocial support, and relational support. The content validity index of the scale was 0.97. The intra-class correlation coefficient for the entire scale and the subscales were 0.915, 0.771, 0.896, and 0.832, respectively. In Stage 3, the confirmatory factor analysis indicated that the three-factor model had a good fit. The score of the scale was positively associated with that of the Self-Management Scale of Renal Transplant Recipients (r = 0.532). Cronbach's alpha was 0.959 for the entire scale and 0.956-0.958 for the three subscales. The corrected item-total correlation coefficient ranged from 0.62 to 0.82. CONCLUSION The 22-item SMSSKTR has sufficient psychometric properties to assess the self-management support they have received, which has not been measured before.
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Affiliation(s)
- Keke Lin
- School of Nursing, Beijing University of Chinese Medicine, Beijing, China
| | - Changyun Wei
- School of Nursing, Beijing University of Chinese Medicine, Beijing, China
| | - Jiaqi Li
- School of Nursing, Beijing University of Chinese Medicine, Beijing, China
| | - Xuejie Guo
- School of Nursing, Beijing University of Chinese Medicine, Beijing, China
| | - Fengli Gao
- Nursing Department, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Peiyu Zhao
- Nursing Department, China-Japan Friendship Hospital, Beijing, China
| | - Hongxia Liu
- School of Nursing, Beijing University of Chinese Medicine, Beijing, China.
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Liu RX, Koyawala N, Thiessen-Philbrook HR, Doshi MD, Reese PP, Hall IE, Mohan S, Parikh CR. Untargeted metabolomics of perfusate and their association with hypothermic machine perfusion and allograft failure. Kidney Int 2023; 103:762-771. [PMID: 36549364 DOI: 10.1016/j.kint.2022.11.020] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 10/28/2022] [Accepted: 11/14/2022] [Indexed: 12/24/2022]
Abstract
Although hypothermic machine perfusion (HMP) is associated with improved kidney graft viability and function, the underlying biological mechanisms are unknown. Untargeted metabolomic profiling may identify potential metabolites and pathways that can help assess allograft viability and contribute to organ preservation. Therefore, in this multicenter study, we measured all detectable metabolites in perfusate collected at the beginning and end of deceased-donor kidney perfusion and evaluated their associations with graft failure. In our cohort of 190 kidney transplants, 33 (17%) had death-censored graft failure over a median follow-up of 5.0 years (IQR 3.0-6.1 years). We identified 553 known metabolites in perfusate and characterized their experimental and biological consistency through duplicate samples and unsupervised clustering. After perfusion-time adjustment and false discovery correction, six metabolites in post-HMP perfusate were significantly associated with death-censored graft failure, including alpha-ketoglutarate, 3-carboxy-4-methyl-5-propyl-2-furanpropanoate, 1-carboxyethylphenylalanine, and three glycerol-phosphatidylcholines. All six metabolites were associated with an increased risk of graft failure (Hazard Ratio per median absolute deviation range 1.04-1.45). Four of six metabolites also demonstrated significant interaction with donation after cardiac death with notably greater risk in the donation after cardiac death group (Hazard Ratios up to 1.69). Discarded kidneys did not have significantly different levels of any death-censored graft failure-associated metabolites. On interrogation of pathway analysis, production of reactive oxygen species and increased metabolism of fatty acids were upregulated in kidneys that subsequently developed death-censored graft failure. Thus, further understanding the role of these metabolites may inform the HMP process and help improve the objective evaluation of allograft offers, thereby reducing the discard of potentially viable organs.
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Affiliation(s)
- Richard X Liu
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Neel Koyawala
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | - Mona D Doshi
- Department of Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Peter P Reese
- Renal-Electrolyte and Hypertension Division, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Isaac E Hall
- Division of Nephrology and Hypertension, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Sumit Mohan
- Department of Medicine, Vagelos College of Physicians and Surgeons, New York, New York, USA; Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Chirag R Parikh
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
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9
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Schutter R, Vrijlandt WAL, Weima GM, Pol RA, Sanders JSF, Crop MJ, Leuvenink HGD, Moers C. Kidney utilization in the Netherlands - do we optimally use our donor organs? Nephrol Dial Transplant 2022; 38:787-796. [PMID: 36318454 PMCID: PMC9976738 DOI: 10.1093/ndt/gfac300] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND To ensure optimal utilization of deceased donor kidneys, it is important to understand the precise reasons why kidneys are discarded. In this study we aimed to obtain a comprehensive overview of kidney utilization and discard during the entire donation process in the Netherlands. METHODS In this retrospective cohort study we analysed kidney utilization of 3856 kidneys in the Netherlands between 1 January 2015 and 31 December 2020. For every kidney that was not transplanted, we determined the moment of and reason for discard through a unique case-by-case assessment. RESULTS Kidney discard according to the traditional definition (procured but not transplanted) was 7.8%. However, when kidneys that seemed medically suitable at the beginning of the donation process were also included, many more potential donor kidneys were lost and the total non-utilization was 24.4%. Subjectively presumed impaired organ quality was responsible for 34.2% of all discarded kidneys. Two-thirds of kidneys discarded due to acute kidney injury (AKI) had only AKI stage 1 or 2. CONCLUSION The classical definition of organ discard underestimates the non-utilization of deceased donor kidneys. Strategies to improve kidney utilization could be a revision of the maximum allowed agonal time in donation after circulatory death, careful consideration in reporting and accepting kidneys from donors with AKI and a prospectively filled registry of detailed organ discard reasons, including the 'silent' non-utilization before procurement.
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Affiliation(s)
| | | | | | - Robert A Pol
- Department of Surgery – Organ Donation and Transplantation, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Jan-Stephan F Sanders
- Department of Nephrology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Meindert J Crop
- Department of Nephrology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Henri G D Leuvenink
- Department of Surgery – Organ Donation and Transplantation, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Cyril Moers
- Department of Surgery – Organ Donation and Transplantation, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
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Survival Benefit in Older Patients Transplanted With Viremic Hepatitis C Positive Kidneys When Compared With High KDPI Kidneys. Transplantation 2022; 106:2217-2223. [PMID: 35675439 DOI: 10.1097/tp.0000000000004179] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
BACKGROUND Because of the continued demand in kidney transplantation, organs from donors with risk criteria for blood-borne viruses, high Kidney Donor Profile Index (KDPI) kidneys, and hepatitis C virus (HCV)-positive kidneys are being considered. There continues to be reluctance on the part of the providers and the candidates to accept HCV-positive kidneys. METHODS We conducted a retrospective analysis of the Organ Procurement and Transplantation Network database of all adult (≥18 y old) recipients undergoing kidney transplant from May 10, 2013, to June 30, 2021. We compared patient and graft survival in candidates who received HCV-positive kidneys versus non-hepatitis C (Hep C) high KDPI kidneys by estimated posttransplant survival (EPTS) groups. RESULTS HCV-viremic kidneys were transplanted in 5.6% of patients in the EPTS >61% group compared with 5.1% of patients in the 21%-60% EPTS group and 1.9% of 0%-20% EPTS group (P < 0.001). Of all transplants performed in the EPTS 61%-100% group, 11.9% were KDPI >85% compared with 5.2% in the EPTS 21%-60%, and 0.5% in the EPTS 0%-20%. Patient survival was significantly longer at 1, 3, and 5 y in the EPTS >61% group who received Hep C-viremic or -nonviremic allografts compared with non-Hep C kidneys with KDPI >85%. When it comes to listing, only 25% of candidates in the EPTS >61% group were listed for Hep C nucleic acid testing-positive kidneys in 2021. CONCLUSIONS Our findings could be used for counseling candidates on the types of kidneys they should consider for transplantation. Also, listing practices for viremic Hep C kidneys need continued re-evaluation.
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Luo Y, Liang J, Hu X, Tang Z, Zhang J, Han L, Dong Z, Deng W, Miao B, Ren Y, Na N. Deep Learning Algorithms for the Prediction of Posttransplant Renal Function in Deceased-Donor Kidney Recipients: A Preliminary Study Based on Pretransplant Biopsy. Front Med (Lausanne) 2022; 8:676461. [PMID: 35118080 PMCID: PMC8804205 DOI: 10.3389/fmed.2021.676461] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Accepted: 12/06/2021] [Indexed: 11/13/2022] Open
Abstract
Background Posttransplant renal function is critically important for kidney transplant recipients. Accurate prediction of graft function would greatly help in deciding acceptance or discard of allocated kidneys. Methods : Whole-slide images (WSIs) of H&E-stained donor kidney biopsies at × 200 magnification between January 2015 and December 2019 were collected. The clinical characteristics of each donor and corresponding recipient were retrieved. Graft function was indexed with a stable estimated glomerular filtration rate (eGFR) and reduced graft function (RGF). We used convolutional neural network (CNN)-based models, such as EfficientNet-B5, Inception-V3, and VGG19 for the prediction of these two outcomes. Results In total, 219 recipients with H&E-stained slides of the donor kidneys were included for analysis [biopsies from standard criteria donor (SCD)/expanded criteria donor (ECD) was 191/28]. The results showed distinct improvements in the prediction performance of the deep learning algorithm plus the clinical characteristics model. The EfficientNet-B5 plus clinical data model showed the lowest mean absolute error (MAE) and root mean square error (RMSE). Compared with the clinical data model, the area under the receiver operating characteristic (ROC) curve (AUC) of the clinical data plus image model for eGFR classification increased from 0.69 to 0.83. In addition, the predictive performance for RGF increased from 0.66 to 0.80. Gradient-weighted class activation mappings (Grad-CAMs) showed that the models localized the areas of the tubules and interstitium near the glomeruli, which were discriminative features for RGF. Conclusion Our results preliminarily show that deep learning for formalin-fixed paraffin-embedded H&E-stained WSIs improves graft function prediction accuracy for deceased-donor kidney transplant recipients.
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Affiliation(s)
- You Luo
- Department of Kidney Transplantation, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jing Liang
- Department of Pathology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xiao Hu
- Department of Kidney Transplantation, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Zuofu Tang
- Department of Kidney Transplantation, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jinhua Zhang
- Department of Kidney Transplantation, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Lanqing Han
- Artificial Intelligence Innovation Center, Research Institute of Tsinghua, Pearl River Delta, Guangzhou, China
| | - Zhanwen Dong
- Department of Kidney Transplantation, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Weiming Deng
- Department of Kidney Transplantation, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Bin Miao
- Department of Kidney Transplantation, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yong Ren
- Artificial Intelligence Innovation Center, Research Institute of Tsinghua, Pearl River Delta, Guangzhou, China
- Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, China
- *Correspondence: Yong Ren
| | - Ning Na
- Department of Kidney Transplantation, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- Ning Na
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12
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Expanding the Donor Pool: First Use of Hepatitis B Virus Nat Positive Solid Organ Allografts Into Seronegative Recipients. Ann Surg 2021; 274:556-564. [PMID: 34506310 DOI: 10.1097/sla.0000000000005071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES The aim of this study was to assess the 1-year safety and effectiveness of HBV Nucleic Acid Test positive (HBV NAT+) allografts in seronegative kidney transplant (KT) and liver transplant (LT) recipients. SUMMARY BACKGROUND DATA Despite an ongoing organ shortage, the utilization of HBV NAT+ allografts into seronegative recipients has not been investigated. METHODS From January 2017 to October 2020, a prospective cohort study was conducted among consecutive KT and LT recipients at a single institution. Primary endpoints were post-transplant HBV viremia, graft and patient survival. RESULTS With median follow-up of 1-year, there were no HBV-related complications in the 89 HBV NAT+ recipients. Only 9 of 56 KTs (16.1%) and 9 of 33 LTs (27.3%) experienced post-transplant HBV viremia at a median of 185 (KT) and 269 (LT) days postoperatively. Overall, viremic episodes resolved to undetected HBV DNA after a median of 80 days of entecavir therapy in 16 of 18 recipients. Presently, 100% of KT recipients and 93.9% of LT recipients are HBV NAT- with median follow-up of 13 months, whereas 0 KT and 8 LT (24.2%) recipients are HBV surface antigen positive indicating chronic infection. KT and LT patient and allograft survival were not different between HBV NAT+ and HBV NAT- recipients (P > 0.05), whereas HBV NAT+ KT recipients had decreased waitlist time and pretransplant duration on dialysis (P < 0.01). CONCLUSIONS This is the largest series describing the transplantation of HBV NAT+ kidney and liver allografts into HBV seronegative recipients without chronic HBV viremia or decreased 1-year patient and graft survival. Increasing the utilization of HBV NAT+ organs in nonviremic recipients can play a role in decreasing the national organ shortage.
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13
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Senanayake S, Graves N, Healy H, Baboolal K, Barnett A, Sypek MP, Kularatna S. Donor Kidney Quality and Transplant Outcome: An Economic Evaluation of Contemporary Practice. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2020; 23:1561-1569. [PMID: 33248511 DOI: 10.1016/j.jval.2020.07.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Revised: 07/11/2020] [Accepted: 07/18/2020] [Indexed: 06/12/2023]
Abstract
OBJECTIVES The study had two main aims. First, we assessed the cost-effectiveness of transplanting deceased donor kidneys of differing quality levels based on the Kidney Donor Profile Index (KDPI). Second, we assessed the cost-effectiveness of remaining on the waiting list until a high-quality kidney becomes available compared to transplanting a lower-quality kidney. METHODS A decision analytic model to estimate cost-effectiveness was developed using a Markov process. Separate models were developed for 4 separate KDPI bands, with higher values indicating lower quality. Models were simulated in 1-year cycles for a 20-year time horizon, with transitions through distinct health states relevant to the kidney recipient from the healthcare payer's perspective. Weibull regression was used to calculate the time-dependent transition probabilities in the base analysis. The impact uncertainty arising in model parameters was included by probabilistic sensitivity analysis using the Monte Carlo simulation method. Willingness to pay was considered as Australian $28 000. RESULTS Transplanting a kidney of any quality is cost-effective compared to remaining on a waitlist. Transplanting a lower KDPI kidney is cost-effective compared to a higher KDPI kidney. Transplanting lower KDPI kidneys to younger patients and higher KDPI kidneys to older patients is also cost-effective. Depending on dialysis in hopes of receiving a lower KDPI kidney is not a cost-effective strategy for any age group. CONCLUSION Efforts should be made by the health systems to reduce the discard rates of low-quality kidneys with the view of increasing the transplant rates.
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Affiliation(s)
- Sameera Senanayake
- Queensland University of Technology, Australian Center for Health Service Innovation, Brisbane, Australia; Ministry of Health, Colombo, Sri Lanka.
| | - Nicholas Graves
- Queensland University of Technology, Australian Center for Health Service Innovation, Brisbane, Australia
| | - Helen Healy
- Royal Brisbane Hospital for Women, Brisbane, Australia; School of Medicine, University of Queensland, Brisbane, Australia
| | - Keshwar Baboolal
- Royal Brisbane Hospital for Women, Brisbane, Australia; School of Medicine, University of Queensland, Brisbane, Australia
| | - Adrian Barnett
- Queensland University of Technology, Australian Center for Health Service Innovation, Brisbane, Australia
| | - Matthew P Sypek
- Australia and New Zealand Dialysis and Transplant Registry, Adelaide, South Australia, Australia
| | - Sanjeewa Kularatna
- Queensland University of Technology, Australian Center for Health Service Innovation, Brisbane, Australia
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Kvietkauskas M, Zitkute V, Leber B, Strupas K, Stiegler P, Schemmer P. The Role of Metabolomics in Current Concepts of Organ Preservation. Int J Mol Sci 2020; 21:6607. [PMID: 32927605 PMCID: PMC7555311 DOI: 10.3390/ijms21186607] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2020] [Revised: 09/06/2020] [Accepted: 09/08/2020] [Indexed: 12/16/2022] Open
Abstract
In solid organ transplantation (Tx), both survival rates and quality of life have improved dramatically over the last few decades. Each year, the number of people on the wait list continues to increase, widening the gap between organ supply and demand. Therefore, the use of extended criteria donor grafts is growing, despite higher susceptibility to ischemia-reperfusion injury (IRI) and consecutive inferior Tx outcomes. Thus, tools to characterize organ quality prior to Tx are crucial components for Tx success. Innovative techniques of metabolic profiling revealed key pathways and mechanisms involved in IRI occurring during organ preservation. Although large-scale trials are needed, metabolomics appears to be a promising tool to characterize potential biomarkers, for the assessment of graft quality before Tx and evaluate graft-related outcomes. In this comprehensive review, we summarize the currently available literature on the use of metabolomics in solid organ Tx, with a special focus on metabolic profiling during graft preservation to assess organ quality prior to Tx.
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Affiliation(s)
- Mindaugas Kvietkauskas
- General, Visceral and Transplant Surgery, Department of Surgery, Medical University of Graz, Auenbruggerpl. 2, Graz 8036, Austria; (M.K.); (V.Z.); (B.L.); (P.S.)
- Faculty of Medicine, Vilnius University, M. K. Ciurlionio 21, 03101 Vilnius, Lithuania;
| | - Viktorija Zitkute
- General, Visceral and Transplant Surgery, Department of Surgery, Medical University of Graz, Auenbruggerpl. 2, Graz 8036, Austria; (M.K.); (V.Z.); (B.L.); (P.S.)
- Faculty of Medicine, Vilnius University, M. K. Ciurlionio 21, 03101 Vilnius, Lithuania;
| | - Bettina Leber
- General, Visceral and Transplant Surgery, Department of Surgery, Medical University of Graz, Auenbruggerpl. 2, Graz 8036, Austria; (M.K.); (V.Z.); (B.L.); (P.S.)
| | - Kestutis Strupas
- Faculty of Medicine, Vilnius University, M. K. Ciurlionio 21, 03101 Vilnius, Lithuania;
| | - Philipp Stiegler
- General, Visceral and Transplant Surgery, Department of Surgery, Medical University of Graz, Auenbruggerpl. 2, Graz 8036, Austria; (M.K.); (V.Z.); (B.L.); (P.S.)
| | - Peter Schemmer
- General, Visceral and Transplant Surgery, Department of Surgery, Medical University of Graz, Auenbruggerpl. 2, Graz 8036, Austria; (M.K.); (V.Z.); (B.L.); (P.S.)
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