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Yi Z, Salem F, Menon MC, Keung K, Xi C, Hultin S, Haroon Al Rasheed MR, Li L, Su F, Sun Z, Wei C, Huang W, Fredericks S, Lin Q, Banu K, Wong G, Rogers NM, Farouk S, Cravedi P, Shingde M, Smith RN, Rosales IA, O'Connell PJ, Colvin RB, Murphy B, Zhang W. Deep learning identified pathological abnormalities predictive of graft loss in kidney transplant biopsies. Kidney Int 2021; 101:288-298. [PMID: 34757124 DOI: 10.1016/j.kint.2021.09.028] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Revised: 08/12/2021] [Accepted: 09/09/2021] [Indexed: 10/19/2022]
Abstract
Interstitial fibrosis, tubular atrophy, and inflammation are major contributors to kidney allograft failure. Here we sought an objective, quantitative pathological assessment of these lesions to improve predictive utility and constructed a deep-learning-based pipeline recognizing normal vs. abnormal kidney tissue compartments and mononuclear leukocyte infiltrates. Periodic acid- Schiff stained slides of transplant biopsies (60 training and 33 testing) were used to quantify pathological lesions specific for interstitium, tubules and mononuclear leukocyte infiltration. The pipeline was applied to the whole slide images from 789 transplant biopsies (478 baseline [pre-implantation] and 311 post-transplant 12-month protocol biopsies) in two independent cohorts (GoCAR: 404 patients, AUSCAD: 212 patients) of transplant recipients to correlate composite lesion features with graft loss. Our model accurately recognized kidney tissue compartments and mononuclear leukocytes. The digital features significantly correlated with revised Banff 2007 scores but were more sensitive to subtle pathological changes below the thresholds in the Banff scores. The Interstitial and Tubular Abnormality Score (ITAS) in baseline samples was highly predictive of one-year graft loss, while a Composite Damage Score in 12-month post-transplant protocol biopsies predicted later graft loss. ITASs and Composite Damage Scores outperformed Banff scores or clinical predictors with superior graft loss prediction accuracy. High/intermediate risk groups stratified by ITASs or Composite Damage Scores also demonstrated significantly higher incidence of estimated glomerular filtration rate decline and subsequent graft damage. Thus, our deep-learning approach accurately detected and quantified pathological lesions from baseline or post-transplant biopsies and demonstrated superior ability for prediction of post-transplant graft loss with potential application as a prevention, risk stratification or monitoring tool.
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Affiliation(s)
- Zhengzi Yi
- Renal Division, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Fadi Salem
- Pathology Division, Department of Molecular and Cell Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Madhav C Menon
- Renal Division, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA; Nephrology Division, Department of Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Karen Keung
- Centre for Transplant and Renal Research, Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia; Department of Nephrology, Prince of Wales Hospital, Sydney, New South Wales, Australia
| | - Caixia Xi
- Renal Division, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Sebastian Hultin
- Centre for Transplant and Renal Research, Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - M Rizwan Haroon Al Rasheed
- Pathology Division, Department of Molecular and Cell Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Li Li
- Pathology Division, Department of Molecular and Cell Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Fei Su
- Renal Division, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Zeguo Sun
- Renal Division, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Chengguo Wei
- Renal Division, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Weiqing Huang
- Renal Division, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Samuel Fredericks
- Renal Division, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Qisheng Lin
- Nephrology Division, Department of Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Khadija Banu
- Nephrology Division, Department of Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Germaine Wong
- Centre for Transplant and Renal Research, Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - Natasha M Rogers
- Centre for Transplant and Renal Research, Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - Samira Farouk
- Renal Division, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Paolo Cravedi
- Renal Division, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Meena Shingde
- Centre for Transplant and Renal Research, Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - R Neal Smith
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Ivy A Rosales
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Philip J O'Connell
- Centre for Transplant and Renal Research, Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia; Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia; Department of Nephrology, Westmead Hospital, Sydney, New South Wales, Australia
| | - Robert B Colvin
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Barbara Murphy
- Renal Division, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Weijia Zhang
- Renal Division, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
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Emmons BR, Husain SA, King KL, Adler JT, Mohan S. Variations in deceased donor kidney procurement biopsy practice patterns: A survey of U.S. organ procurement organizations. Clin Transplant 2021; 35:e14411. [PMID: 34196034 PMCID: PMC8556234 DOI: 10.1111/ctr.14411] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2021] [Revised: 06/22/2021] [Accepted: 06/23/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Procurement biopsies have become a common practice in the evaluation and allocation of deceased donor kidneys in the United States despite questions about their value and reproducibility. We sought to determine the extent of OPO-level differences in criteria used to decide which deceased donor kidneys undergo a procurement biopsy and to assess the degree of variability in procurement biopsy technique and interpretation across OPOs. METHODS Each of the country's 58 OPOs were invited to participate in the survey. OPOs were divided into two groups based on organ availability ratio and deceased donor kidney discard rate. RESULTS AND CONCLUSIONS Fifty-out-of-fifty-eight invited OPOs (86% response rate) responded to the survey between November 2020 and December 2020. Thirty (60%) OPOs reported that they have formal criteria for performing kidney procurement biopsy, but for 29 of these OPOs, transplant centers can request biopsy on kidneys that do not meet criteria. OPOs used a total of seven different variables and 12 different numerical thresholds to define impaired kidney function that would prompt a procurement biopsy. Additionally, wide variability was seen in biopsy technique and procedures for biopsy interpretation and reporting of findings to transplant programs. These findings identify a clear opportunity for standardization of procurement biopsies to best practices.
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Affiliation(s)
- Brendan R. Emmons
- Department of Medicine, Division of Nephrology, Columbia University Medical Center, New York, NY
| | - S. Ali Husain
- Department of Medicine, Division of Nephrology, Columbia University Medical Center, New York, NY
- The Columbia University Renal Epidemiology (CURE) Group, New York, NY
| | - Kristen L. King
- Department of Medicine, Division of Nephrology, Columbia University Medical Center, New York, NY
- The Columbia University Renal Epidemiology (CURE) Group, New York, NY
| | - Joel T. Adler
- Department of Surgery, Division of Transplant Surgery, Brigham and Women’s Hospital, Boston, MA
- Center for Surgery and Public Health at Brigham and Women’s Hospital, Boston, MA
| | - Sumit Mohan
- Department of Medicine, Division of Nephrology, Columbia University Medical Center, New York, NY
- The Columbia University Renal Epidemiology (CURE) Group, New York, NY
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY
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Carrara C, Ruggenenti P, Remuzzi G. Redefining the Role of Donor Biopsies in the Process of Kidney Graft Assessment. Nephron Clin Pract 2021; 145:728-731. [PMID: 34293750 DOI: 10.1159/000517730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 06/07/2021] [Indexed: 11/19/2022] Open
Affiliation(s)
- Camillo Carrara
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Bergamo, Italy.,Unit of Nephrology, Azienda Socio-Sanitaria Territoriale Papa Giovanni XXIII, Bergamo, Italy
| | - Piero Ruggenenti
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Bergamo, Italy.,Unit of Nephrology, Azienda Socio-Sanitaria Territoriale Papa Giovanni XXIII, Bergamo, Italy
| | - Giuseppe Remuzzi
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Bergamo, Italy
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Marsh JN, Liu TC, Wilson PC, Swamidass SJ, Gaut JP. Development and Validation of a Deep Learning Model to Quantify Glomerulosclerosis in Kidney Biopsy Specimens. JAMA Netw Open 2021; 4:e2030939. [PMID: 33471115 PMCID: PMC7818108 DOI: 10.1001/jamanetworkopen.2020.30939] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
IMPORTANCE A chronic shortage of donor kidneys is compounded by a high discard rate, and this rate is directly associated with biopsy specimen evaluation, which shows poor reproducibility among pathologists. A deep learning algorithm for measuring percent global glomerulosclerosis (an important predictor of outcome) on images of kidney biopsy specimens could enable pathologists to more reproducibly and accurately quantify percent global glomerulosclerosis, potentially saving organs that would have been discarded. OBJECTIVE To compare the performances of pathologists with a deep learning model on quantification of percent global glomerulosclerosis in whole-slide images of donor kidney biopsy specimens, and to determine the potential benefit of a deep learning model on organ discard rates. DESIGN, SETTING, AND PARTICIPANTS This prognostic study used whole-slide images acquired from 98 hematoxylin-eosin-stained frozen and 51 permanent donor biopsy specimen sections retrieved from 83 kidneys. Serial annotation by 3 board-certified pathologists served as ground truth for model training and for evaluation. Images of kidney biopsy specimens were obtained from the Washington University database (retrieved between June 2015 and June 2017). Cases were selected randomly from a database of more than 1000 cases to include biopsy specimens representing an equitable distribution within 0% to 5%, 6% to 10%, 11% to 15%, 16% to 20%, and more than 20% global glomerulosclerosis. MAIN OUTCOMES AND MEASURES Correlation coefficient (r) and root-mean-square error (RMSE) with respect to annotations were computed for cross-validated model predictions and on-call pathologists' estimates of percent global glomerulosclerosis when using individual and pooled slide results. Data were analyzed from March 2018 to August 2020. RESULTS The cross-validated model results of section images retrieved from 83 donor kidneys showed higher correlation with annotations (r = 0.916; 95% CI, 0.886-0.939) than on-call pathologists (r = 0.884; 95% CI, 0.825-0.923) that was enhanced when pooling glomeruli counts from multiple levels (r = 0.933; 95% CI, 0.898-0.956). Model prediction error for single levels (RMSE, 5.631; 95% CI, 4.735-6.517) was 14% lower than on-call pathologists (RMSE, 6.523; 95% CI, 5.191-7.783), improving to 22% with multiple levels (RMSE, 5.094; 95% CI, 3.972-6.301). The model decreased the likelihood of unnecessary organ discard by 37% compared with pathologists. CONCLUSIONS AND RELEVANCE The findings of this prognostic study suggest that this deep learning model provided a scalable and robust method to quantify percent global glomerulosclerosis in whole-slide images of donor kidneys. The model performance improved by analyzing multiple levels of a section, surpassing the capacity of pathologists in the time-sensitive setting of examining donor biopsy specimens. The results indicate the potential of a deep learning model to prevent erroneous donor organ discard.
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Affiliation(s)
- Jon N Marsh
- Department of Pathology and Immunology, Washington University School of Medicine in St Louis, St Louis, Missouri
- Institute for Informatics (I 2 ), Washington University School of Medicine in St Louis, St Louis, Missouri
| | - Ta-Chiang Liu
- Department of Pathology and Immunology, Washington University School of Medicine in St Louis, St Louis, Missouri
| | - Parker C Wilson
- Department of Pathology and Immunology, Washington University School of Medicine in St Louis, St Louis, Missouri
| | - S Joshua Swamidass
- Department of Pathology and Immunology, Washington University School of Medicine in St Louis, St Louis, Missouri
- Institute for Informatics (I 2 ), Washington University School of Medicine in St Louis, St Louis, Missouri
| | - Joseph P Gaut
- Department of Pathology and Immunology, Washington University School of Medicine in St Louis, St Louis, Missouri
- Department of Medicine, Washington University School of Medicine in St Louis, St Louis, Missouri
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Salvadori M, Tsalouchos A. Histological and clinical evaluation of marginal donor kidneys before transplantation: Which is best? World J Transplant 2019; 9:62-80. [PMID: 31523629 PMCID: PMC6715576 DOI: 10.5500/wjt.v9.i4.62] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Revised: 05/21/2019] [Accepted: 07/30/2019] [Indexed: 02/05/2023] Open
Abstract
Organ shortage represents one of the major limitations to the development of kidney transplantation. To increase the donor pool and to answer the ever increasing kidney request, physicians are recurring to marginal kidneys as kidneys from older donors, from hypertensive or diabetic donors and from non-heart beating donors. These kidneys are known to have frequently a worse outcome in the recipients. To date major problem is to evaluate such kidneys in order to use or to discard them before transplantation. The use of such kidneys create other relevant question as whether to use them as single or dual transplant and to allocate them fairly according transplant programs. The pre-transplant histological evaluation, the clinical evaluation of the donor or both the criteria joined has been used and according the time each criterion prevailed over the others. Aim of this review has been to examine the advantages and the drawbacks of any criterion and how they have changed with time. To date any criterion has several limitations and several authors have argued for the development of new guidelines in the field of the kidney evaluation for transplantation. Several authors argue that the use of omic technologies should improve the organ evaluation and studies are ongoing to evaluate these technologies either in the donor urine or in the biopsies taken before transplantation.
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Affiliation(s)
- Maurizio Salvadori
- Department of Transplantation Renal Unit, Careggi University Hospital, viale Pieraccini 18, Florence 50139, Italy
| | - Aris Tsalouchos
- Nephrology and Dialysis Unit, Saints Cosmas and Damian Hospital, Via Cesare Battisti, Pescia (PT) 2-51017, Italy
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Kwon YK, Cheema FA, Wagner JR, Gordon R, Sheiner PA, Maneckshana BT, Rochon C. Pulsatile Hematuria From Procurement Core Needle Biopsy: A Case Report. Transplant Proc 2018; 50:3957-3960. [PMID: 30577295 DOI: 10.1016/j.transproceed.2018.07.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Accepted: 07/03/2018] [Indexed: 10/28/2022]
Abstract
Core needle biopsies are still widely performed to evaluate the pathologic suitability of a kidney allograft. Here, we report a case of pulsatile hematuria from a procurement core needle biopsy where the patient had to be taken emergently to interventional radiology for coil embolization immediately after organ reperfusion.
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Affiliation(s)
- Y K Kwon
- Department of Transplant, Hartford Hospital, Hartford, CT.
| | - F A Cheema
- Department of Infectious Disease, Hartford Hospital, Hartford, CT
| | - J R Wagner
- Department of Urology, Hartford Hospital, Hartford, CT
| | - R Gordon
- Department of Interventional Radiology, Hartford Hospital, Hartford, CT
| | - P A Sheiner
- Department of Transplant, Hartford Hospital, Hartford, CT
| | | | - C Rochon
- Department of Transplant, Hartford Hospital, Hartford, CT
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Organ Procurement Organization Survey of Practices and Beliefs Regarding Prerecovery Percutaneous Liver Biopsy in Donation After Neurologic Determination of Death. Transplantation 2017; 101:821-825. [PMID: 28072757 DOI: 10.1097/tp.0000000000001632] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Prerecovery liver biopsy (PLB) allows histological evaluation of the organ before procurement. The opinions and what factors might influence PLB use within Organ Procurement Organizations (OPOs) are unknown. METHODS A survey instrument was distributed by the Association of OPOs to the clinical directors of all 58 OPOs. Descriptive statistics were calculated. Results were also stratified based on OPO characteristics. RESULTS Forty-nine (84.5%) of 58 OPOs responded to the survey; 40 (81.6%) of 49 currently perform PLB. This did not vary based on land mass, population, livers discarded, transplanted, donor age, or recipient MELD scores. Donor age, obesity, alcohol abuse, hepatitis serology, liver only donor, imaging results, and transplant center request were the most common indications for PLB in over 80% of OPOs. The median rate of performance is 5% to 10% of donors. Most use interventional radiologists to perform and the donor hospital pathologist/s to interpret PLB. Most OPOs believe PLBs are safe, reliable, useful, and performed often enough. Most say they did not believe they are easy to obtain. Beliefs were mixed regarding accuracy. The topics likely to influence PLB use were utility and accuracy of PLB, and availability of staff to perform PLB. OPOs that perform PLB more often were more likely to have favorable opinions of safety and pathologist availability, and more influenced by safety, reliability, availability, and a national consensus on the use of PLB. CONCLUSIONS Considerable variability exists in the use of PLB. Additional information on the utility, accuracy, and safety of PLB are needed to optimize its use.
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Osband AJ, Fyfe B, Laskow DA. Virtual microscopy improves sharing of deceased donor kidneys. Am J Surg 2016; 212:592-595. [DOI: 10.1016/j.amjsurg.2016.06.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2015] [Revised: 04/28/2016] [Accepted: 06/17/2016] [Indexed: 11/29/2022]
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Yong ZZ, Kipgen D, Aitken EL, Khan KH, Kingsmore DB. Wedge Versus Core Biopsy at Time Zero: Which Provides Better Predictive Value for Delayed Graft Function With the Remuzzi Histological Scoring System? Transplant Proc 2016; 47:1605-9. [PMID: 26293021 DOI: 10.1016/j.transproceed.2015.03.050] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2014] [Accepted: 03/04/2015] [Indexed: 11/19/2022]
Abstract
BACKGROUND Histopathological features on time-zero renal biopsies correlate with graft outcome after renal transplantation. With increasing numbers of marginal donors, assessment of pre-implantation graft quality is essential. The clinician's choice of wedge or core biopsy is performed without evidence of efficacy or safety. This study aims to compare the information derived from wedge biopsy versus core biopsy. METHODS Prospective evaluation of 37 wedge biopsies and 30 core biopsies was performed. Histopathological data were collected on number of glomeruli and arterioles observed, and Remuzzi scoring for glomerulosclerosis, tubular atrophy, interstitial fibrosis, and arteriolar narrowing was performed. Clinical data on delayed graft function (DGF) were also collated. Sensitivity, specificity, and positive and negative predictive values for DGF were compared. RESULTS Patient demographics between the two cohorts were comparable. No complications of biopsies occurred; 81% of wedge biopsies versus 50% of core biopsies had >10 glomeruli (P = .01), whereas 32% of wedge biopsies and 57% of core biopsies had >2 arterioles (P = .02). Wedge biopsies were more likely to identify pathology with more glomerulosclerosis, tubular atrophy (P < .01), and interstitial fibrosis (P < .01). There was a non-significant trend toward high Remuzzi scores in wedge biopsy (22% versus 7% with Remuzzi ≥ 4; P = .12). The sensitivity and positive predictive value of Remuzzi ≥ 4 for predicting DGF was better on wedge biopsy (45.5% versus 0%; P < .01 and 62.5% versus 0%; P < .01, respectively). CONCLUSIONS Wedge biopsies were safe and superior to core biopsies for identifying clinically significant histopathological findings on pre-implantation renal biopsy. We believe that the wedge biopsy is the method of choice for time-zero biopsies.
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Affiliation(s)
- Z Z Yong
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
| | | | - E L Aitken
- Renal Transplant Unit, Western Infirmary, Glasgow, Scotland, United Kingdom
| | - K H Khan
- Renal Transplant Unit, Western Infirmary, Glasgow, Scotland, United Kingdom
| | - D B Kingsmore
- Renal Transplant Unit, Western Infirmary, Glasgow, Scotland, United Kingdom
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High-Resolution Imaging Using the VisualSonics Vevo 2100 on Isolated, Perfused Porcine Kidneys on Mechanical Circulatory Support. ASAIO J 2015; 60:473-8. [PMID: 24814832 DOI: 10.1097/mat.0000000000000092] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Despite many improvements in the field of renal transplantation, the key problem that persists is the lack of organs for all the patients who need kidneys. This problem continues despite the addition of extended criteria donors and donation after cardiac death. Compounding this issue is the high discard rate and there are no good means to truly predict renal function using current pretransplantation testing parameters. In an isolated renal perfusion model using porcine kidneys, we tested the proof of principle that a Vevo 2100 high-frequency high-resolution ultrasound system (Fujifilm VisualSonics, Inc., Toronto, Canada) could assess renal parenchymal perfusion and flow in the central renal vessels which could not assess by conventional ultrasound. Images and velocities were easily obtained during these studies. High-frequency ultrasound imaging may be a feasible and reproducible method for assessing renal parenchymal integrity and function pretransplantation. Further studies are required to determine the sensitivity and specificity of this approach in comparison with traditional renal biopsy pretransplantation with the goal of increasing the identification and use of donated kidneys for transplantation.
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Eccher A, Neil D, Ciangherotti A, Cima L, Boschiero L, Martignoni G, Ghimenton C, Chilosi M, Giobelli L, Zampicinini L, Casartelli M, Brunelli M. Digital reporting of whole-slide images is safe and suitable for assessing organ quality in preimplantation renal biopsies. Hum Pathol 2015; 47:115-20. [PMID: 26547252 DOI: 10.1016/j.humpath.2015.09.012] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2015] [Revised: 08/24/2015] [Accepted: 09/01/2015] [Indexed: 10/23/2022]
Abstract
Digital pathology allows networks of "remote" specialist pathologists to report the findings of preimplantation kidney biopsies. We sought to validate the assessment of preimplantation kidney transplant biopsies for diagnostic purposes using whole-slide images according to the recommendations of the College of American Pathologists. Sixty-two consecutive, previously reported, preimplantation kidney biopsies were scanned using the ScanScope Digital Slide Scanner at 0.5 μm/pixel (20× objective). The slides were assessed for percent glomerulosclerosis, tubular atrophy, interstitial fibrosis and vascular narrowing using the Remuzzi criteria by two pathologists, one using glass slides and the other using the whole-slide images viewed on a widescreen computer monitor. After a 2-week washout period, all of the slides were re-assessed by the same pathologists using the opposite mode of reporting to that used in the first evaluation. Very high glass-digital intraobserver concordance was achieved for the overall score and for individual grades by both pathologists (κ range, 0.841-0.973). The overall scores obtained by both pathologists and using both methods were identical. The times needed to assess the biopsies were 14 minutes when using a light microscope and 18 minutes, including scanning time, which averaged 2 minutes 20 seconds per slide, when using digital microscopy. Digital microscopy is a reliable, fast, and safe method for the assessment of preimplantation kidney biopsies.
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Affiliation(s)
- Albino Eccher
- University and Hospital Trust, Pathology, Department of Diagnostics and Pathology, 37134, Verona, Italy.
| | - Desley Neil
- Queen Elizabeth Hospital Birmingham, Pathology, Department of Histopathology, B152GW, Birmingham, UK.
| | - Andrea Ciangherotti
- University and Hospital Trust, Division of General and Hepatobiliary Surgery, Department of Surgical Science, 37134, Verona, Italy.
| | - Luca Cima
- University and Hospital Trust, Pathology, Department of Diagnostics and Pathology, 37134, Verona, Italy.
| | - Luigino Boschiero
- University and Hospital Trust, Kidney Transplant Center, Department of Surgical Science, 37126, Verona, Italy.
| | - Guido Martignoni
- University and Hospital Trust, Pathology, Department of Diagnostics and Pathology, 37134, Verona, Italy.
| | - Claudio Ghimenton
- University and Hospital Trust, Pathology, Department of Diagnostics and Pathology, 37134, Verona, Italy.
| | - Marco Chilosi
- University and Hospital Trust, Pathology, Department of Diagnostics and Pathology, 37134, Verona, Italy.
| | - Luca Giobelli
- University and Hospital Trust, Department CED, 37134, Verona, Italy.
| | - Laura Zampicinini
- University and Hospital Trust, Neurosurgery and Intensive Care Unit, Department of Surgical Science, 37126, Verona, Italy.
| | - Marilena Casartelli
- University and Hospital Trust, Neurosurgery and Intensive Care Unit, Department of Surgical Science, 37126, Verona, Italy.
| | - Matteo Brunelli
- University and Hospital Trust, Pathology, Department of Diagnostics and Pathology, 37134, Verona, Italy.
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Tavares da Silva E, Oliveira R, Castelo D, Marques V, Sousa V, Moreira P, Simões P, Bastos CA, Figueiredo A, Mota A. Pretransplant biopsy in expanded criteria donors: do we really need it? Transplant Proc 2015; 46:3330-4. [PMID: 25498046 DOI: 10.1016/j.transproceed.2014.10.026] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
INTRODUCTION Renal transplantation is the best treatment for end-stage renal disease, including when using expanded criteria donors (ECD) kidneys. However, these suboptimal kidneys should be evaluated rigorously to meet their usefulness. Opinions differ about the best way to evaluate them. MATERIALS AND METHODS We retrospectively reviewed kidneys from ECD harvested by a single academic institution between January 2008 and September 2013. Needle biopsies were performed at the time of the harvest when considered relevant by the transplant team. Two pathologists where responsible for their analysis; the Remuzzi classification has been used in all cases. RESULTS We evaluated 560 ECD kidneys. Biopsies were made in 197 (35.2%) organs, 20 of which were considered not usable and 36 good only for double transplantation. Sixty-three kidneys (11.3%) were discarded by the transplant team based on the biopsy result and clinical criteria. Donors who underwent a biopsy were older (P < .001) and had a worse glomerular filtration rate (GFR; P = .001). Comparing donors approved and rejected by the biopsy, the rejected donors were heavier (P = .003) and had a lower GFR (P = .002). Cold ischemia time was longer for the biopsy group (P < .001). Regarding graft function, the biopsy overall score correlated with the transplant outcome in the short and long term. Separately, glomeruli and interstitium scores were correlated with recipient's GFR in the earlier periods (3 months; P = .025 and .037), and the arteries and tubules correlated with GFR in the longer term (at 3 years P = .004 and .010). CONCLUSION The decision on the usability of ECD grafts is complex. At our center, we chose a mixed approach based on donor risk. Low-risk ECD do not require biopsy. In more complex situations, especially older donors or those with a lower GFR, prompted a pretransplant biopsy. The biopsy results proved to be useful as they relate to subsequent transplant outcomes, thereby allowing us to exclude grafts whose function would most probably be less than optimal.
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Affiliation(s)
- E Tavares da Silva
- Urology and Renal Transplantation Department, Coimbra's Hospital and University Center, Coimbra, Portugal.
| | - R Oliveira
- Pathology Department, Coimbra's Hospital and University Center, Coimbra, Portugal
| | - D Castelo
- Urology and Renal Transplantation Department, Coimbra's Hospital and University Center, Coimbra, Portugal
| | - V Marques
- Urology and Renal Transplantation Department, Coimbra's Hospital and University Center, Coimbra, Portugal
| | - V Sousa
- Pathology Department, Coimbra's Hospital and University Center, Coimbra, Portugal
| | - P Moreira
- Pathology Department, Coimbra's Hospital and University Center, Coimbra, Portugal
| | - P Simões
- Urology and Renal Transplantation Department, Coimbra's Hospital and University Center, Coimbra, Portugal
| | - C A Bastos
- Pathology Department, Coimbra's Hospital and University Center, Coimbra, Portugal
| | - A Figueiredo
- Urology and Renal Transplantation Department, Coimbra's Hospital and University Center, Coimbra, Portugal
| | - A Mota
- Urology and Renal Transplantation Department, Coimbra's Hospital and University Center, Coimbra, Portugal
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The reproducibility and predictive value on outcome of renal biopsies from expanded criteria donors. Kidney Int 2013; 85:1161-8. [PMID: 24284518 DOI: 10.1038/ki.2013.461] [Citation(s) in RCA: 115] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2012] [Revised: 08/29/2013] [Accepted: 09/05/2013] [Indexed: 11/08/2022]
Abstract
Reproducibility and predictive value on outcome are the main criteria to evaluate the utility of histological scores. Here we analyze the reproducibility of donor biopsy assessment by different on-call pathologists and the retrospective evaluation by a single renal pathologist blinded to clinical outcomes. We also evaluate the predictive value on graft outcome of both evaluations. A biopsy was performed in donors with any of the following: age≥55 years, hypertension, diabetes, creatinine>1.5 mg/dl, or stroke. Glomerulosclerosis, interstitial fibrosis, tubular atrophy, intimal thickening, and arteriolar hyalinosis evaluated according to the Banff criteria were added to obtain a chronic score. Biopsies were classified as mild (≥3), intermediate (4-5), or advanced (6-7) damage, and unacceptable (≥8) for transplantation of 127 kidneys biopsied. Weighted κ value between both readings was 0.41 (95% CI: 0.28-0.54). Evaluation of biopsies by the renal pathologist was significantly and independently associated with estimated 12-month glomerular filtration rate and a significant composite outcome variable, including death-censored graft survival and time to reach an estimated glomerular filtration rate<30 ml/min per 1.73 m2. Thus, there was no association between readings of on-call pathologists and outcome. The lack of association between histological scores obtained by the on-call pathologists and graft outcome suggests that a specific training on renal pathology is recommended to optimize the use of kidneys retrieved from expanded criteria donors.
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Abstract
PURPOSE OF REVIEW To provide an up-to-date overview about the assessment of donor biopsies and to discuss the current problems and chances of preimplantation biopsies for transplant allocation with a focus on the technical work up and the histological variables scored. RECENT FINDINGS Preimplantation biopsy results are the major reason for discarding procured extended donor criteria kidneys in the USA. There is neither a consensus on the work up, nor the reporting of preimplantation donor biopsies, nor the importance of the biopsy findings in the process of allocation. The best available data have been collected in the context of single vs. double kidney transplantation. A clinical risk factor score may help to define kidneys when a preimplantation biopsy is warranted. Punch biopsies using a skin punch device appear to be a reasonable alternative for surgeons fearing needle biopsies. SUMMARY Donor biopsies are very useful as zero-hour biopsies establishing baseline information for comparison with subsequent transplant biopsies. As none of the histological variables and scores provides perfect prediction, preimplantation biopsy results have to be interpreted in the context of all available donor and recipient information.
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Current world literature. Curr Opin Organ Transplant 2013; 18:241-50. [PMID: 23486386 DOI: 10.1097/mot.0b013e32835f5709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Patel S, Pankewycz O, Weber-Shrikant E, Zachariah M, Kohli R, Nader N, Laftavi M. Graft Arteriosclerosis and Glomerulosclerosis Correlate With Flow and Resistance to Machine Perfusion in Kidney Transplantation. Transplant Proc 2012; 44:2197-201. [DOI: 10.1016/j.transproceed.2012.07.119] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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