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Rao Z, Ao G, Zhang Y, Jiang Z, Li L, Hua Z. HNRNP I promotes IRAK1 degradation to reduce podocyte apoptosis and inflammatory response alleviating renal injury in diabetic nephropathy. Immunobiology 2024; 229:152835. [PMID: 38986278 DOI: 10.1016/j.imbio.2024.152835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Revised: 06/24/2024] [Accepted: 07/04/2024] [Indexed: 07/12/2024]
Abstract
Podocytes maintain renal filtration integrity when the glomerular filtration barrier (GFB) is integrated. Impairment or attrition of podocytes, leading to compromised GFB permeability, constitutes the primary etiology of proteinuria and is a hallmark pathological feature of diabetic nephropathy (DN). This study centers on Heterogeneous Nuclear Ribonucleoprotein I (HNRNP I), an RNA-binding protein, delineating its role in facilitating DN-induced renal damage by modulating podocyte health. Comparative analyses in renal biopsy specimens from DN patients and high-glucose-challenged podocyte models in vitro revealed a marked downregulation of HNRNP I expression relative to normal renal tissues and podocytes. In vitro assays demonstrated that high-glucose conditions precipitated a significant reduction in podocyte viability and an escalation in markers indicative of apoptosis. Conversely, HNRNP I overexpression was found to restore podocyte viability and attenuate apoptotic indices. IRAK1, a gene encoding a protein integral to inflammatory signaling, was shown to interact with HNRNP I, which promotes IRAK1 degradation. This interaction culminates in suppressing the PI3K/AKT/mTOR signaling pathway, thereby diminishing podocyte apoptosis and mitigating renal damage in DN. This investigation unveils the mechanistic role of HNRNP I in DN for the first time, potentially informing novel therapeutic strategies for DN renal impairment.
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Affiliation(s)
- Zichen Rao
- Department of Endocrinology, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou 324000, Zhejiang Province, China
| | - Geriletu Ao
- Department of Pulmonary and Critical Care Medicine, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou 324000, Zhejiang Province, China
| | - Yiming Zhang
- Department of Endocrinology, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou 324000, Zhejiang Province, China
| | - Zhifen Jiang
- Department of Pulmonary and Critical Care Medicine, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou 324000, Zhejiang Province, China
| | - Liping Li
- Department of Pulmonary and Critical Care Medicine, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou 324000, Zhejiang Province, China
| | - Zhidan Hua
- Department of Pulmonary and Critical Care Medicine, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou 324000, Zhejiang Province, China.
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Wang M, Yang J, Fang X, Lin W, Yang Y. Membranous nephropathy: pathogenesis and treatments. MedComm (Beijing) 2024; 5:e614. [PMID: 38948114 PMCID: PMC11214595 DOI: 10.1002/mco2.614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Revised: 05/16/2024] [Accepted: 05/20/2024] [Indexed: 07/02/2024] Open
Abstract
Membranous nephropathy (MN), an autoimmune disease, can manifest at any age and is among the most common causes of nephrotic syndrome in adults. In 80% of cases, the specific etiology of MN remains unknown, while the remaining cases are linked to drug use or underlying conditions like systemic lupus erythematosus, hepatitis B virus, or malignancy. Although about one-third of patients may achieve spontaneous complete or partial remission with conservative management, another third face an elevated risk of disease progression, potentially leading to end-stage renal disease within 10 years. The identification of phospholipase A2 receptor as the primary target antigen in MN has brought about a significant shift in disease management and monitoring. This review explores recent advancements in the pathophysiology of MN, encompassing pathogenesis, clinical presentations, diagnostic criteria, treatment options, and prognosis, with a focus on emerging developments in pathogenesis and therapeutic strategies aimed at halting disease progression. By synthesizing the latest research findings and clinical insights, this review seeks to contribute to the ongoing efforts to enhance our understanding and management of this challenging autoimmune disorder.
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Affiliation(s)
- Mengqiong Wang
- Department of NephrologyCenter for Regeneration and Aging MedicineThe Fourth Affiliated Hospital of School of Medicineand International School of Medicine, International Institutes of MedicineZhejiang UniversityYiwuChina
| | - Jingjuan Yang
- Department of NephrologyCenter for Regeneration and Aging MedicineThe Fourth Affiliated Hospital of School of Medicineand International School of Medicine, International Institutes of MedicineZhejiang UniversityYiwuChina
| | - Xin Fang
- Department of NephrologyCenter for Regeneration and Aging MedicineThe Fourth Affiliated Hospital of School of Medicineand International School of Medicine, International Institutes of MedicineZhejiang UniversityYiwuChina
| | - Weiqiang Lin
- Department of NephrologyCenter for Regeneration and Aging MedicineThe Fourth Affiliated Hospital of School of Medicineand International School of Medicine, International Institutes of MedicineZhejiang UniversityYiwuChina
| | - Yi Yang
- Department of NephrologyCenter for Regeneration and Aging MedicineThe Fourth Affiliated Hospital of School of Medicineand International School of Medicine, International Institutes of MedicineZhejiang UniversityYiwuChina
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Mei H, Jing T, Liu H, Liu Y, Zhu X, Wang J, Xu L. Ursolic Acid Alleviates Mitotic Catastrophe in Podocyte by Inhibiting Autophagic P62 Accumulation in Diabetic Nephropathy. Int J Biol Sci 2024; 20:3317-3333. [PMID: 38993555 PMCID: PMC11234211 DOI: 10.7150/ijbs.94096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Accepted: 05/01/2024] [Indexed: 07/13/2024] Open
Abstract
The glomerular podocyte, a terminally differentiated cell, is crucial for the integrity of the glomerular filtration barrier. The re-entry of podocytes into the mitotic phase results in injuries or death, known as mitotic catastrophe (MC), which significantly contributes to the progression of diabetic nephropathy (DN). Furthermore, P62-mediated autophagic flux has been shown to regulate DN-induced podocyte injury. Although previous studies, including ours, have demonstrated that ursolic acid (UA) mitigates podocyte injury by enhancing autophagy under high glucose conditions, the protective functions and potential regulatory mechanisms of UA against DN have not been fully elucidated. For aiming to investigate the regulatory mechanism of podocyte injuries in DN progression, and the protective function of UA treatment against DN progression, we utilized db/db mice and high glucose (HG)-induced podocyte models in vivo and in vitro, with or without UA administration. Our findings indicate that UA treatment reduced DN progression by improving biochemical indices. P62 accumulation led to Murine Double Minute gene 2 (MDM2)-regulated MC in podocytes during DN, which was ameliorated by UA through enhanced P62-mediated autophagy. Additionally, the overexpression of NF-κB p65 or TNF-α abolished the protective effects of UA both in vivo and in vitro. Overall, our results provide strong evidence that UA could be a potential therapeutic agent for DN, regulated by inhibiting podocyte MC through the NF-κB/MDM2/Notch1 pathway by targeting autophagic-P62 accumulation.
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Affiliation(s)
- Hang Mei
- Department of Laboratory Medicine, The Second Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong 524003, PR China
- Department of Nephrology, The First Hospital of China Medical University, Shenyang, 110001, PR China
| | - Tienan Jing
- Department of Oral Mucosa Disease, School and Hospital of Stomatology, China Medical University, Liaoning Provincial Key Laboratory of Oral Diseases, Shenyang, 110002, PR China
| | - Haojun Liu
- Department of Orthodontics, The Second Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong 524003, PR China
| | - Yue Liu
- Department of Nephrology, The First Hospital of China Medical University, Shenyang, 110001, PR China
| | - Xinwang Zhu
- Department of Nephrology, The First Hospital of China Medical University, Shenyang, 110001, PR China
| | - Jiao Wang
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, 110004, PR China
| | - Li Xu
- Department of Laboratory Medicine, The Second Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong 524003, PR China
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Finn LS. Nephrotic Syndrome Throughout Childhood: Diagnosing Podocytopathies From the Womb to the Dorm. Pediatr Dev Pathol 2024:10935266241242669. [PMID: 38745407 DOI: 10.1177/10935266241242669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
Abstract
The etiologies of podocyte dysfunction that lead to pediatric nephrotic syndrome (NS) are vast and vary with age at presentation. The discovery of numerous novel genetic podocytopathies and the evolution of diagnostic technologies has transformed the investigation of steroid-resistant NS while simultaneously promoting the replacement of traditional morphology-based disease classifications with a mechanistic approach. Podocytopathies associated with primary and secondary steroid-resistant NS manifest as diffuse mesangial sclerosis, minimal change disease, focal segmental glomerulosclerosis, and collapsing glomerulopathy. Molecular testing, once an ancillary option, has become a vital component of the clinical investigation and when paired with kidney biopsy findings, provides data that can optimize treatment and prognosis. This review focuses on the causes including selected monogenic defects, clinical phenotypes, histopathologic findings, and age-appropriate differential diagnoses of nephrotic syndrome in the pediatric population with an emphasis on podocytopathies.
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Affiliation(s)
- Laura S Finn
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine at The University of Pennsylvania, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
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Cunanan J, Rajyam SS, Sharif B, Udwan K, Rana A, De Gregorio V, Ricardo S, Elia A, Brooks B, Weins A, Pollak M, John R, Barua M. Mice with a Pax2 missense variant display impaired glomerular repair. Am J Physiol Renal Physiol 2024; 326:F704-F726. [PMID: 38482556 DOI: 10.1152/ajprenal.00259.2023] [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: 08/28/2023] [Revised: 03/01/2024] [Accepted: 03/01/2024] [Indexed: 04/26/2024] Open
Abstract
PAX2 regulates kidney development, and its expression persists in parietal epithelial cells (PECs), potentially serving as a podocyte reserve. We hypothesized that mice with a Pax2 pathogenic missense variant (Pax2A220G/+) have impaired PEC-mediated podocyte regeneration. Embryonic wild-type mouse kidneys showed overlapping expression of PAX2/Wilms' tumor-1 (WT-1) until PEC and podocyte differentiation, reflecting a close lineage relationship. Embryonic and adult Pax2A220G/+ mice have reduced nephron number but demonstrated no glomerular disease under baseline conditions. Pax2A220G/+ mice compared with wild-type mice were more susceptible to glomerular disease after adriamycin (ADR)-induced podocyte injury, as demonstrated by worsened glomerular scarring, increased podocyte foot process effacement, and podocyte loss. There was a decrease in PAX2-expressing PECs in wild-type mice after adriamycin injury accompanied by the occurrence of PAX2/WT-1-coexpressing glomerular tuft cells. In contrast, Pax2A220G/+ mice showed no changes in the numbers of PAX2-expressing PECs after adriamycin injury, associated with fewer PAX2/WT-1-coexpressing glomerular tuft cells compared with injured wild-type mice. A subset of PAX2-expressing glomerular tuft cells after adriamycin injury was increased in Pax2A220G/+ mice, suggesting a pathological process given the worse outcomes observed in this group. Finally, Pax2A220G/+ mice have increased numbers of glomerular tuft cells expressing Ki-67 and cleaved caspase-3 compared with wild-type mice after adriamycin injury, consistent with maladaptive responses to podocyte loss. Collectively, our results suggest that decreased glomerular numbers in Pax2A220G/+ mice are likely compounded with the inability of their mutated PECs to regenerate podocyte loss, and together these two mechanisms drive the worsened focal segmental glomerular sclerosis phenotype in these mice.NEW & NOTEWORTHY Congenital anomalies of the kidney and urinary tract comprise some of the leading causes of kidney failure in children, but our previous study showed that one of its genetic causes, PAX2, is also associated with adult-onset focal segmental glomerular sclerosis. Using a clinically relevant model, our present study demonstrated that after podocyte injury, parietal epithelial cells expressing PAX2 are deployed into the glomerular tuft to assist in repair in wild-type mice, but this mechanism is impaired in Pax2A220G/+ mice.
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Affiliation(s)
- Joanna Cunanan
- Division of Nephrology, University Health Network, Toronto, Ontario, Canada
- Advanced Diagnostics Department, Toronto General Hospital Research Institute, Toronto General Hospital, Toronto, Ontario, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada
| | - Sarada Sriya Rajyam
- Division of Nephrology, University Health Network, Toronto, Ontario, Canada
- Advanced Diagnostics Department, Toronto General Hospital Research Institute, Toronto General Hospital, Toronto, Ontario, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada
| | - Bedra Sharif
- Division of Nephrology, University Health Network, Toronto, Ontario, Canada
- Advanced Diagnostics Department, Toronto General Hospital Research Institute, Toronto General Hospital, Toronto, Ontario, Canada
| | - Khalil Udwan
- Division of Nephrology, University Health Network, Toronto, Ontario, Canada
- Advanced Diagnostics Department, Toronto General Hospital Research Institute, Toronto General Hospital, Toronto, Ontario, Canada
- Department of Pathology, Toronto General Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Akanchaya Rana
- Division of Nephrology, University Health Network, Toronto, Ontario, Canada
- Advanced Diagnostics Department, Toronto General Hospital Research Institute, Toronto General Hospital, Toronto, Ontario, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada
| | - Vanessa De Gregorio
- Division of Nephrology, University Health Network, Toronto, Ontario, Canada
- Advanced Diagnostics Department, Toronto General Hospital Research Institute, Toronto General Hospital, Toronto, Ontario, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada
| | - Samantha Ricardo
- Division of Nephrology, University Health Network, Toronto, Ontario, Canada
- Advanced Diagnostics Department, Toronto General Hospital Research Institute, Toronto General Hospital, Toronto, Ontario, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada
| | - Andrew Elia
- Department of Pathology, Princess Margaret Hospital, Toronto, Ontario, Canada
| | - Brian Brooks
- Ophthalmic Genetics and Visual Function Branch, National Eye Institute, National Institutes of Health, Bethesda, Maryland, United States
| | - Astrid Weins
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, United States
| | - Martin Pollak
- Division of Nephrology, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, United States
| | - Rohan John
- Department of Pathology, Toronto General Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Moumita Barua
- Division of Nephrology, University Health Network, Toronto, Ontario, Canada
- Advanced Diagnostics Department, Toronto General Hospital Research Institute, Toronto General Hospital, Toronto, Ontario, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
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6
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Ichinose K. The role of podocytes in lupus nephritis: Insights and implications. Clin Immunol 2024; 262:110180. [PMID: 38462157 DOI: 10.1016/j.clim.2024.110180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Revised: 02/09/2024] [Accepted: 02/18/2024] [Indexed: 03/12/2024]
Abstract
Lupus nephritis (LN) is a severe complication of systemic lupus erythematosus, with high mortality rates despite medical advancements. The complexity of its pathogenesis, including the pivotal role of podocytes - kidney-localized cells - remains a challenge, lacking effective treatments and biomarkers. Recent studies highlight the significant contribution of these cells to LN's development, particularly through their immune-related functions and interaction with other kidney cells. This new understanding opens possibilities for targeted therapies aimed at these cellular mechanisms. This review aims to summarize these recent developments, shedding light on the intricate involvement of podocytes in LN and potential avenues for innovative treatments.
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Affiliation(s)
- Kunihiro Ichinose
- Department of Rheumatology, Shimane University Faculty of Medicine, 89-1 Enya-cho, Izumo 693-8501, Japan; Integrated Kidney Research and Advance, Shimane University Faculty of Medicine, 89-1 Enya-cho, Izumo 693-8501, Japan.
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7
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Gujarati NA, Chow AK, Mallipattu SK. Central role of podocytes in mediating cellular cross talk in glomerular health and disease. Am J Physiol Renal Physiol 2024; 326:F313-F325. [PMID: 38205544 PMCID: PMC11207540 DOI: 10.1152/ajprenal.00328.2023] [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: 10/16/2023] [Revised: 12/20/2023] [Accepted: 12/20/2023] [Indexed: 01/12/2024] Open
Abstract
Podocytes are highly specialized epithelial cells that surround the capillaries of the glomeruli in the kidney. Together with the glomerular endothelial cells, these postmitotic cells are responsible for regulating filtrate from the circulating blood with their organized network of interdigitating foot processes that wrap around the glomerular basement membrane. Although podocyte injury and subsequent loss is the hallmark of many glomerular diseases, recent evidence suggests that the cell-cell communication between podocytes and other glomerular and nonglomerular cells is critical for the development and progression of kidney disease. In this review, we highlight these key cellular pathways of communication and how they might be a potential target for therapy in glomerular disease. We also postulate that podocytes might serve as a central hub for communication in the kidney under basal conditions and in response to cellular stress, which may have implications for the development and progression of glomerular diseases.
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Affiliation(s)
- Nehaben A Gujarati
- Division of Nephrology, Department of Medicine, Stony Brook University, Stony Brook, New York, United States
| | - Andrew K Chow
- Division of Nephrology, Department of Medicine, Stony Brook University, Stony Brook, New York, United States
| | - Sandeep K Mallipattu
- Division of Nephrology, Department of Medicine, Stony Brook University, Stony Brook, New York, United States
- Renal Section, Northport Veterans Affairs Medical Center, Northport, New York, United States
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Pavlakou P, Gakiopoulou H, Djudjaj S, Palamaris K, Trivyza MS, Stylianou K, Goumenos DS, Papachristou E, Papasotiriou M. Keratin Expression in Podocytopathies, ANCA-Associated Vasculitis and IgA Nephropathy. Int J Mol Sci 2024; 25:1805. [PMID: 38339083 PMCID: PMC10855225 DOI: 10.3390/ijms25031805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 01/25/2024] [Accepted: 01/29/2024] [Indexed: 02/12/2024] Open
Abstract
Keratins are the main components of the cell cytoskeleton of epithelial cells. Epithelial cells under stressful stimuli react by modifying their keratin expression pattern. Glomerular diseases are pathological conditions that may lead to loss of kidney function if not timely diagnosed and treated properly. This study aims to examine glomerular and tubular keratin expression in podocytopathies, ANCA-associated vasculitis, and IgA nephropathy and how this expression correlates to clinical outcomes. We included 45 patients with podocytopathies (minimal change disease and focal segmental glomerulosclerosis), ANCA-associated vasculitis, and IgA nephropathy, with or without crescentic lesions, and healthy controls. All tissues were assessed by photon microscopy and immunohistochemistry. Biopsy sections were examined for keratins 7, 8, 18, and 19 expression in the glomerular and tubulointerstitial areas separately. Moreover, we examined how keratin expression was correlated with long-term kidney function outcomes. All four studied keratins had significantly increased glomerular expression in patients with ANCA vasculitis compared to controls and MCD patients. Tubular expression of keratins 7, 8, and 19 was related to kidney outcome in all groups. Patients with crescents had higher expression of all keratins in both glomeruli and tubulointerstitium. The presence of tubular atrophy, interstitial fibrosis, mesangial hyperplasia, and interstitial inflammation did not affect keratin expression. Keratins, an abundant component of renal epithelial cells, have the potential to be featured as a biomarker for kidney function prognosis in patients with glomerular diseases.
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Affiliation(s)
- Paraskevi Pavlakou
- Department of Nephrology and Kidney Transplantation, University Hospital of Patras, 26504 Patras, Greece; (P.P.); (M.S.T.); (D.S.G.); (E.P.)
| | - Harikleia Gakiopoulou
- 1st Department of Pathology, National and Kapodistrian University of Athens Medical School, 34400 Athens, Greece
| | - Sonja Djudjaj
- Institute of Pathology, RWTH University of Aachen, 52074 Aachen, Germany
| | - Kostas Palamaris
- 1st Department of Pathology, National and Kapodistrian University of Athens Medical School, 34400 Athens, Greece
| | - Maria Stella Trivyza
- Department of Nephrology and Kidney Transplantation, University Hospital of Patras, 26504 Patras, Greece; (P.P.); (M.S.T.); (D.S.G.); (E.P.)
| | - Kostas Stylianou
- Department of Nephrology, University Hospital of Heraklion, 71500 Heraklion, Greece;
| | - Dimitrios S. Goumenos
- Department of Nephrology and Kidney Transplantation, University Hospital of Patras, 26504 Patras, Greece; (P.P.); (M.S.T.); (D.S.G.); (E.P.)
| | - Evangelos Papachristou
- Department of Nephrology and Kidney Transplantation, University Hospital of Patras, 26504 Patras, Greece; (P.P.); (M.S.T.); (D.S.G.); (E.P.)
| | - Marios Papasotiriou
- Department of Nephrology and Kidney Transplantation, University Hospital of Patras, 26504 Patras, Greece; (P.P.); (M.S.T.); (D.S.G.); (E.P.)
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Farhat I, Maréchal E, Calmo D, Ansart M, Paindavoine M, Bard P, Tarris G, Ducloux D, Felix SA, Martin L, Tinel C, Gibier JB, Funes de la Vega M, Rebibou JM, Bamoulid J, Legendre M. Recognition of intraglomerular histological features with deep learning in protocol transplant biopsies and their association with kidney function and prognosis. Clin Kidney J 2024; 17:sfae019. [PMID: 38370429 PMCID: PMC10873504 DOI: 10.1093/ckj/sfae019] [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: 10/31/2023] [Indexed: 02/20/2024] Open
Abstract
Background The Banff Classification may not adequately address protocol transplant biopsies categorized as normal in patients experiencing unexplained graft function deterioration. This study seeks to employ convolutional neural networks to automate the segmentation of glomerular cells and capillaries and assess their correlation with transplant function. Methods A total of 215 patients were categorized into three groups. In the Training cohort, glomerular cells and capillaries from 37 patients were manually annotated to train the networks. The Test cohort (24 patients) compared manual annotations vs automated predictions, while the Application cohort (154 protocol transplant biopsies) examined predicted factors in relation to kidney function and prognosis. Results In the Test cohort, the networks recognized histological structures with Precision, Recall, F-score and Intersection Over Union exceeding 0.92, 0.85, 0.89 and 0.74, respectively. Univariate analysis revealed associations between the estimated glomerular filtration rate (eGFR) at biopsy and relative endothelial area (r = 0.19, P = .027), endothelial cell density (r = 0.20, P = .017), mean parietal epithelial cell area (r = -0.38, P < .001), parietal epithelial cell density (r = 0.29, P < .001) and mesangial cell density (r = 0.22, P = .010). Multivariate analysis retained only endothelial cell density as associated with eGFR (Beta = 0.13, P = .040). Endothelial cell density (r = -0.22, P = .010) and mean podocyte area (r = 0.21, P = .016) were linked to proteinuria at biopsy. Over 44 ± 29 months, 25 patients (16%) reached the primary composite endpoint (dialysis initiation, or 30% eGFR sustained decline), with relative endothelial area, mean endothelial cell area and parietal epithelial cell density below medians linked to this endpoint [hazard ratios, respectively, of 2.63 (P = .048), 2.60 (P = .039) and 3.23 (P = .019)]. Conclusion This study automated the measurement of intraglomerular cells and capillaries. Our results suggest that the precise segmentation of endothelial and epithelial cells may serve as a potential future marker for the risk of graft loss.
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Affiliation(s)
- Imane Farhat
- Department of Nephrology, CHU Dijon, Dijon, France
| | | | - Doris Calmo
- Department of Nephrology, CHU Besançon, Besançon, France
| | - Manon Ansart
- LEAD-CNRS, UMR 5022, Université de Bourgogne, Dijon, France
| | | | - Patrick Bard
- LEAD-CNRS, UMR 5022, Université de Bourgogne, Dijon, France
| | | | - Didier Ducloux
- Department of Nephrology, CHU Besançon, Besançon, France
- Etablissement Français du sang, Besançon, France
| | | | | | - Claire Tinel
- Department of Nephrology, CHU Dijon, Dijon, France
- Etablissement Français du sang, Besançon, France
| | | | | | - Jean-Michel Rebibou
- Department of Nephrology, CHU Dijon, Dijon, France
- Etablissement Français du sang, Besançon, France
| | - Jamal Bamoulid
- Department of Nephrology, CHU Besançon, Besançon, France
- Etablissement Français du sang, Besançon, France
| | - Mathieu Legendre
- Department of Nephrology, CHU Dijon, Dijon, France
- LEAD-CNRS, UMR 5022, Université de Bourgogne, Dijon, France
- Etablissement Français du sang, Besançon, France
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10
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Feng X, Chen Q, Zhong J, Yu S, Wang Y, Jiang Y, Wan J, Li L, Jiang H, Peng L, Wang A, Zhang G, Wang M, Yang H, Li Q. Molecular characteristics of circulating B cells and kidney cells at the single-cell level in special types of primary membranous nephropathy. Clin Kidney J 2023; 16:2639-2651. [PMID: 38046035 PMCID: PMC10689139 DOI: 10.1093/ckj/sfad215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Indexed: 12/05/2023] Open
Abstract
Background Although primary membranous nephropathy (pMN) associated with podocyte autoantibodies (POS) is becoming well-known, the molecular characteristics of the specific type of pMN that is negative for podocyte autoantibodies (NEG) is still unclear. Methods We performed single-cell transcriptome sequencing and single-cell B cell receptor sequencing on circulating CD19+ cells and kidney cells of a NEG paediatric patient with pMN. The single-cell datasets of POS patients and healthy control individuals were included for integrative analysis. Results The gene expression characteristics and clonal expansion of naïve and memory B cells in the NEG patient changed significantly. We found that a group of CD38+ naïve B cells expanded in the NEG patient, which had the functional characteristics of cell activation. In addition, the conversion between immunoglobulin M (IgM)/IgD and IgG1 in the NEG patient was increased. Parietal epithelial cells (PECs) and podocytes shared similar signature genes (WT1, CLIC5), and new candidate marker genes for PECs, such as NID2, CAV1 and THY1, might contribute to the definition of cell subsets. PECs might have undergone significant changes in the disease, mainly manifested by changes in the expression of CCN2, PLAAT4 and SEPTIN2. The scores of gene sets related to extracellular matrix, cell adhesion and calcium channel in podocytes of the NEG patient was significantly increased. The gene expression of sodium transporter in a group of proximal tubule cells in the disease was significantly increased, especially SLC5A12, which might be related to the oedema of patients. Conclusions Our research demonstrated the cell type-specific molecular features in the circulation and kidney of the NEG pMN patient.
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Affiliation(s)
- Xiaoqian Feng
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Qilin Chen
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Jinjie Zhong
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Sijie Yu
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Yue Wang
- Nanjing Jiangbei New Area Biopharmaceutical Public Service Platform, Nanjing, Jiangsu, China
| | - Yaru Jiang
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Junli Wan
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Longfei Li
- Nanjing Jiangbei New Area Biopharmaceutical Public Service Platform, Nanjing, Jiangsu, China
| | - Huimin Jiang
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Liping Peng
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Anshuo Wang
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Gaofu Zhang
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Mo Wang
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Haiping Yang
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Qiu Li
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
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11
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Taneda S, Honda K, Koike J, Ito N, Ishida H, Takagi T, Nagashima Y. Clinicopathological differences in focal segmental glomerulosclerosis depending on the accompanying pathophysiological conditions in renal allografts. Virchows Arch 2023; 483:809-819. [PMID: 37980299 DOI: 10.1007/s00428-023-03703-6] [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: 08/22/2023] [Revised: 10/23/2023] [Accepted: 11/06/2023] [Indexed: 11/20/2023]
Abstract
Primary focal segmental glomerulosclerosis (FSGS) is thought to be caused by circulating factors leading to podocytopathy, whereas segmental sclerotic lesions (FSGS lesions) have several causes. We studied the clinicopathological differences of FSGS-lesions in 258 cases of FSGS in renal allografts, depending on the following accompanying pathophysiology: recurrence of primary FSGS, calcineurin inhibitor (CNI)-induced arteriolopathy, antibody-mediated rejection (ABMR), and other conditions. All cases were categorized with the Columbia classification. Recurrent FSGS developed the earliest after transplantation and showed the highest percentage of the collapsing (COL) variant in which collapse of the glomerular capillaries with epithelial hypertrophy was apparent. FSGS accompanying CNI-induced arteriolopathy predominantly developed the not otherwise specified (NOS) variant, showing severe ultrastructural endothelial injury. On the contrary, approximately 7% of the cases showed the COL variant, presenting glomerular endothelial damage such as double contours of glomerular basement membrane and endothelial cell swelling as well as epithelial cell proliferation. FSGS with ABMR had the highest creatinine levels and cellular variant percentage, with marked inflammation and ultrastructural endothelial injury. Approximately two-thirds of the cases without ABMR, CNI-induced arteriopathy, or recurrent FSGS had other coexisting conditions such as glomerulonephritis, T cell-mediated rejection, and reflux nephropathy with progressive tubulointerstitial fibrosis. Most of these cases were of the NOS variant. The clinicopathologic features of post-transplant FSGS differed depending on the associated conditions, and endothelial injury was apparent especially in cases of CNI-induced arteriolopathy and ABMR. Precise observation of FSGS lesions may facilitate the diagnosis and clinical management of FSGS during renal transplantation.
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Affiliation(s)
- Sekiko Taneda
- Department of Surgical Pathology, Tokyo Women's Medical University, 8-1, Kawada-Cho, Shinjuku-Ku, Tokyo, 162-8666, Japan.
| | - Kazuho Honda
- Department of Anatomy, Showa University School of Medicine, Tokyo, Japan
| | - Junki Koike
- Department of Pathology, St. Marianna University School of Medicine, Kawasaki, Kanagawa, Japan
| | - Naoko Ito
- Department of Surgical Pathology, Tokyo Women's Medical University, 8-1, Kawada-Cho, Shinjuku-Ku, Tokyo, 162-8666, Japan
| | - Hideki Ishida
- Department of Organ Transplant Medicine, Tokyo Women's Medical University, Tokyo, Japan
| | - Toshio Takagi
- Department of Urology, Tokyo Women's Medical University, Tokyo, Japan
| | - Yoji Nagashima
- Department of Surgical Pathology, Tokyo Women's Medical University, 8-1, Kawada-Cho, Shinjuku-Ku, Tokyo, 162-8666, Japan
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