Incidence, Risk Factors, and Effect on Allograft Survival of Glomerulonephritis Post-transplantation in a United Kingdom Population: Cohort Study.

end-stage renal disease graft failure kidney transplantation machine learning recurrent glomerulonephritis

Journal

Frontiers in nephrology
ISSN: 2813-0626
Titre abrégé: Front Nephrol
Pays: Switzerland
ID NLM: 9918469487906676

Informations de publication

Date de publication:
2022
Historique:
received: 19 04 2022
accepted: 17 06 2022
medline: 14 7 2022
pubmed: 14 7 2022
entrez: 7 9 2023
Statut: epublish

Résumé

Post-transplant glomerulonephritis (PTGN) has been associated with inferior long-term allograft survival, and its incidence varies widely in the literature. This is a cohort study of 7,623 patients transplanted between 2005 and 2016 at four major transplant UK centres. The diagnosis of glomerulonephritis (GN) in the allograft was extracted from histology reports aided by the use of text-mining software. The incidence of the four most common GN post-transplantation was calculated, and the risk factors for disease and allograft outcomes were analyzed. In total, 214 patients (2.8%) presented with PTGN. IgA nephropathy (IgAN), focal segmental glomerulosclerosis (FSGS), membranous nephropathy (MN), and membranoproliferative/mesangiocapillary GN (MPGN/MCGN) were the four most common forms of post-transplant GN. Living donation, HLA DR match, mixed race, and other ethnic minority groups were associated with an increased risk of developing a PTGN. Patients with PTGN showed a similar allograft survival to those without in the first 8 years of post-transplantation, but the results suggest that they do less well after that timepoint. IgAN was associated with the best allograft survival and FSGS with the worst allograft survival. PTGN has an important impact on long-term allograft survival. Significant challenges can be encountered when attempting to analyze large-scale data involving unstructured or complex data points, and the use of computational analysis can assist.

Sections du résumé

Background UNASSIGNED
Post-transplant glomerulonephritis (PTGN) has been associated with inferior long-term allograft survival, and its incidence varies widely in the literature.
Methods UNASSIGNED
This is a cohort study of 7,623 patients transplanted between 2005 and 2016 at four major transplant UK centres. The diagnosis of glomerulonephritis (GN) in the allograft was extracted from histology reports aided by the use of text-mining software. The incidence of the four most common GN post-transplantation was calculated, and the risk factors for disease and allograft outcomes were analyzed.
Results UNASSIGNED
In total, 214 patients (2.8%) presented with PTGN. IgA nephropathy (IgAN), focal segmental glomerulosclerosis (FSGS), membranous nephropathy (MN), and membranoproliferative/mesangiocapillary GN (MPGN/MCGN) were the four most common forms of post-transplant GN. Living donation, HLA DR match, mixed race, and other ethnic minority groups were associated with an increased risk of developing a PTGN. Patients with PTGN showed a similar allograft survival to those without in the first 8 years of post-transplantation, but the results suggest that they do less well after that timepoint. IgAN was associated with the best allograft survival and FSGS with the worst allograft survival.
Conclusions UNASSIGNED
PTGN has an important impact on long-term allograft survival. Significant challenges can be encountered when attempting to analyze large-scale data involving unstructured or complex data points, and the use of computational analysis can assist.

Identifiants

pubmed: 37675026
doi: 10.3389/fneph.2022.923813
pmc: PMC10479671
doi:

Types de publication

Journal Article

Langues

eng

Pagination

923813

Informations de copyright

Copyright © 2022 Aguiar, Bourmpaki, Bunce, Coker, Delaney, de Jongh, Oliveira, Weir, Higgins, Spiridou, Hasan, Smith, Mulla, Glampson, Mercuri, Montero, Hernandez-Fuentes, Roufosse, Simmonds, Clatworthy, McLean, Ploeg, Davies, Várnai, Woods, Lord, Pruthi, Breen and Chowdhury.

Déclaration de conflit d'intérêts

MH-F is currently an employee of UCB Celltech, a pharmaceutical company. Her involvement in the conduct of this research was solely in her capacity as academic at King’s College London. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

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Auteurs

Rute Aguiar (R)

Department of Transplantation and Renal Medicine, Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom.

Elli Bourmpaki (E)

School of Population Health and Environmental Sciences, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom.

Catey Bunce (C)

School of Population Health and Environmental Sciences, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom.

Bola Coker (B)

National Institute for Health and Care Research (NIHR) Biomedical Research Centre, Guy's & St Thomas' National Health Service (NHS) Foundation Trust and King's College London, London, United Kingdom.

Florence Delaney (F)

National Institute for Health and Care Research (NIHR) Biomedical Research Centre, Guy's & St Thomas' National Health Service (NHS) Foundation Trust and King's College London, London, United Kingdom.

Leonardo de Jongh (L)

National Institute for Health and Care Research (NIHR) Biomedical Research Centre, Guy's & St Thomas' National Health Service (NHS) Foundation Trust and King's College London, London, United Kingdom.

Giovani Oliveira (G)

National Institute for Health and Care Research (NIHR) Biomedical Research Centre, Guy's & St Thomas' National Health Service (NHS) Foundation Trust and King's College London, London, United Kingdom.

Alistair Weir (A)

National Institute for Health and Care Research (NIHR) Biomedical Research Centre, Guy's & St Thomas' National Health Service (NHS) Foundation Trust and King's College London, London, United Kingdom.

Finola Higgins (F)

National Institute for Health and Care Research (NIHR) Biomedical Research Centre, Guy's & St Thomas' National Health Service (NHS) Foundation Trust and King's College London, London, United Kingdom.

Anastasia Spiridou (A)

Data Research, Innovation and Virtual Environments Unit (DRIVE), Great Ormond Street Hospital for Children National Health Service (NHS) Foundation Trust, London, United Kingdom.

Syed Hasan (S)

National Institute for Health and Care Research (NIHR) Biomedical Research Centre, Guy's & St Thomas' National Health Service (NHS) Foundation Trust and King's College London, London, United Kingdom.

Jonathan Smith (J)

National Institute for Health and Care Research (NIHR) Biomedical Research Centre, Guy's & St Thomas' National Health Service (NHS) Foundation Trust and King's College London, London, United Kingdom.

Abdulrahim Mulla (A)

National Institute for Health and Care Research (NIHR) Imperial Biomedical Research Centre, Imperial College London and Imperial College Healthcare National Health Service (NHS) Trust, Hammersmith Hospital, London, United Kingdom.

Ben Glampson (B)

Research Informatics Team, Imperial College Healthcare National Health Service (NHS) Trust, London, United Kingdom.

Luca Mercuri (L)

National Institute for Health and Care Research (NIHR) Imperial Biomedical Research Centre, Imperial College London and Imperial College Healthcare National Health Service (NHS) Trust, Hammersmith Hospital, London, United Kingdom.

Rosa Montero (R)

National Institute for Health and Care Research (NIHR) Biomedical Research Centre, Guy's & St Thomas' National Health Service (NHS) Foundation Trust and King's College London, London, United Kingdom.

Maria Hernandez-Fuentes (M)

Tissue Remodelling Research at UCB, Slough, United Kingdom.

Candice A Roufosse (CA)

Department of Immunology and Inflammation, Imperial College London, London, United Kingdom.

Naomi Simmonds (N)

Department of Immunology and Inflammation, Imperial College London, London, United Kingdom.

Menna Clatworthy (M)

Department of Medicine, University of Cambridge, Cambridge, United Kingdom.

Adam McLean (A)

Renal Section, Department of Medicine, Hammersmith Hospital Campus, Imperial College London, London, United Kingdom.

Rutger Ploeg (R)

Nuffield Department of Surgical Sciences, Oxford Biomedical Research Centre, University of Oxford, Oxford, United Kingdom.

Jim Davies (J)

National Institute for Health and Care Research (NIHR) Oxford Biomedical Research Centre, Big Data Institute, University of Oxford, Oxford, Oxfordshire, United Kingdom.
Department of Computer Science, University of Oxford, Oxford, Oxfordshire, United Kingdom.

Kinga Anna Várnai (KA)

National Institute for Health and Care Research (NIHR) Oxford Biomedical Research Centre, Big Data Institute, University of Oxford, Oxford, Oxfordshire, United Kingdom.
Oxford University Hospitals National Health Service (NHS) Foundation Trust, Oxford, Oxfordshire, United Kingdom.

Kerrie Woods (K)

National Institute for Health and Care Research (NIHR) Oxford Biomedical Research Centre, Big Data Institute, University of Oxford, Oxford, Oxfordshire, United Kingdom.
Oxford University Hospitals National Health Service (NHS) Foundation Trust, Oxford, Oxfordshire, United Kingdom.

Graham Lord (G)

Faculty of Biology Medicine and Health, University of Manchester, Manchester, United Kingdom.

Rishi Pruthi (R)

Department of Transplantation and Renal Medicine, Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom.

Cormac Breen (C)

Department of Transplantation and Renal Medicine, Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom.

Paramit Chowdhury (P)

Department of Transplantation and Renal Medicine, Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom.

Classifications MeSH