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Advantages of Using a Web-based Digital Platform for Kidney Preimplantation Biopsies

BACKGROUND: In the setting of kidney transplantation, histopathology of kidney biopsies is a key element in the organ assessment and allocation. Despite the broad diffusion of the Remuzzi–Karpinski score on preimplantation kidney biopsies, scientific evidence of its correlation to the transplantatio...

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Autores principales: Neri, Flavia, Eccher, Albino, Rigotti, Paolo, Girolami, Ilaria, Zaza, Gianluigi, Gambaro, Giovanni, Mastrosimini, MariaGaia, Bencini, Giulia, Bella, Caterina Di, Mescoli, Claudia, Boschiero, Luigino, Marletta, Stefano, Tos, Paolo Angelo Dei, Furian, Lucrezia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer - Medknow 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8609286/
https://www.ncbi.nlm.nih.gov/pubmed/34881096
http://dx.doi.org/10.4103/jpi.jpi_23_21
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author Neri, Flavia
Eccher, Albino
Rigotti, Paolo
Girolami, Ilaria
Zaza, Gianluigi
Gambaro, Giovanni
Mastrosimini, MariaGaia
Bencini, Giulia
Bella, Caterina Di
Mescoli, Claudia
Boschiero, Luigino
Marletta, Stefano
Tos, Paolo Angelo Dei
Furian, Lucrezia
author_facet Neri, Flavia
Eccher, Albino
Rigotti, Paolo
Girolami, Ilaria
Zaza, Gianluigi
Gambaro, Giovanni
Mastrosimini, MariaGaia
Bencini, Giulia
Bella, Caterina Di
Mescoli, Claudia
Boschiero, Luigino
Marletta, Stefano
Tos, Paolo Angelo Dei
Furian, Lucrezia
author_sort Neri, Flavia
collection PubMed
description BACKGROUND: In the setting of kidney transplantation, histopathology of kidney biopsies is a key element in the organ assessment and allocation. Despite the broad diffusion of the Remuzzi–Karpinski score on preimplantation kidney biopsies, scientific evidence of its correlation to the transplantation outcome is controversial. The main issues affecting the prognostic value of histopathology are the referral to general on-call pathologists and the semiquantitative feature of the score, which can raise issues of interpretation. Digital pathology has shown very reliable and effective in the oncological diagnosis and treatment; however, the spread of such technologies is lagging behind in the field of transplantation. The aim of our study was to create a digital online platform where whole-slide images (WSI) of preimplantation kidney biopsies could be uploaded and stored. METHODS: We included 210 kidney biopsies collected between January 2015 and December 2019 from the joint collaboration of the transplantation centers of Padua and Verona. The selected slides, stained with hematoxylin and eosin, were digitized and uploaded on a shared web platform. For each case, the on-call pathologists' Remuzzi grades were obtained from the original report, together with the clinical data and the posttransplantation follow-up. RESULTS: The storage of WSI of preimplantation kidney biopsies would have several clinical, scientific, and educational advantages. The clinical utility relies on the possibility to consult online expert pathologists and real-time quality checks of diagnosis. From the perspective of follow-up, the archived digitized biopsies can offer a useful comparison to posttransplantation biopsies. In addition, the digital online platform is a precious tool for multidisciplinary meetings aimed both at the clinical discussion and at the design of research projects. Furthermore, this archive of readily available WSI is an important educational resource for the training of professionals. CONCLUSIONS: Finally, the web platform lays the foundation for the introduction of artificial intelligence in the field of transplantation that would help create new diagnostic algorithms and tools with the final aim of increasing the precision of organ assessment and its predictive value for transplant outcome.
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spelling pubmed-86092862021-12-07 Advantages of Using a Web-based Digital Platform for Kidney Preimplantation Biopsies Neri, Flavia Eccher, Albino Rigotti, Paolo Girolami, Ilaria Zaza, Gianluigi Gambaro, Giovanni Mastrosimini, MariaGaia Bencini, Giulia Bella, Caterina Di Mescoli, Claudia Boschiero, Luigino Marletta, Stefano Tos, Paolo Angelo Dei Furian, Lucrezia J Pathol Inform Technical Note BACKGROUND: In the setting of kidney transplantation, histopathology of kidney biopsies is a key element in the organ assessment and allocation. Despite the broad diffusion of the Remuzzi–Karpinski score on preimplantation kidney biopsies, scientific evidence of its correlation to the transplantation outcome is controversial. The main issues affecting the prognostic value of histopathology are the referral to general on-call pathologists and the semiquantitative feature of the score, which can raise issues of interpretation. Digital pathology has shown very reliable and effective in the oncological diagnosis and treatment; however, the spread of such technologies is lagging behind in the field of transplantation. The aim of our study was to create a digital online platform where whole-slide images (WSI) of preimplantation kidney biopsies could be uploaded and stored. METHODS: We included 210 kidney biopsies collected between January 2015 and December 2019 from the joint collaboration of the transplantation centers of Padua and Verona. The selected slides, stained with hematoxylin and eosin, were digitized and uploaded on a shared web platform. For each case, the on-call pathologists' Remuzzi grades were obtained from the original report, together with the clinical data and the posttransplantation follow-up. RESULTS: The storage of WSI of preimplantation kidney biopsies would have several clinical, scientific, and educational advantages. The clinical utility relies on the possibility to consult online expert pathologists and real-time quality checks of diagnosis. From the perspective of follow-up, the archived digitized biopsies can offer a useful comparison to posttransplantation biopsies. In addition, the digital online platform is a precious tool for multidisciplinary meetings aimed both at the clinical discussion and at the design of research projects. Furthermore, this archive of readily available WSI is an important educational resource for the training of professionals. CONCLUSIONS: Finally, the web platform lays the foundation for the introduction of artificial intelligence in the field of transplantation that would help create new diagnostic algorithms and tools with the final aim of increasing the precision of organ assessment and its predictive value for transplant outcome. Wolters Kluwer - Medknow 2021-11-01 /pmc/articles/PMC8609286/ /pubmed/34881096 http://dx.doi.org/10.4103/jpi.jpi_23_21 Text en Copyright: © 2021 Journal of Pathology Informatics https://creativecommons.org/licenses/by-nc-sa/4.0/This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms.
spellingShingle Technical Note
Neri, Flavia
Eccher, Albino
Rigotti, Paolo
Girolami, Ilaria
Zaza, Gianluigi
Gambaro, Giovanni
Mastrosimini, MariaGaia
Bencini, Giulia
Bella, Caterina Di
Mescoli, Claudia
Boschiero, Luigino
Marletta, Stefano
Tos, Paolo Angelo Dei
Furian, Lucrezia
Advantages of Using a Web-based Digital Platform for Kidney Preimplantation Biopsies
title Advantages of Using a Web-based Digital Platform for Kidney Preimplantation Biopsies
title_full Advantages of Using a Web-based Digital Platform for Kidney Preimplantation Biopsies
title_fullStr Advantages of Using a Web-based Digital Platform for Kidney Preimplantation Biopsies
title_full_unstemmed Advantages of Using a Web-based Digital Platform for Kidney Preimplantation Biopsies
title_short Advantages of Using a Web-based Digital Platform for Kidney Preimplantation Biopsies
title_sort advantages of using a web-based digital platform for kidney preimplantation biopsies
topic Technical Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8609286/
https://www.ncbi.nlm.nih.gov/pubmed/34881096
http://dx.doi.org/10.4103/jpi.jpi_23_21
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