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1.
J Clin Invest ; 134(17)2024 Aug 15.
Article in English | MEDLINE | ID: mdl-39225099

ABSTRACT

Adeno-associated virus (AAV) is a promising in vivo gene delivery platform showing advantages in delivering therapeutic molecules to difficult or undruggable cells. However, natural AAV serotypes have insufficient transduction specificity and efficiency in kidney cells. Here, we developed an evolution-directed selection protocol for renal glomeruli and identified what we believe to be a new vector termed AAV2-GEC that specifically and efficiently targets the glomerular endothelial cells (GEC) after systemic administration and maintains robust GEC tropism in healthy and diseased rodents. AAV2-GEC-mediated delivery of IdeS, a bacterial antibody-cleaving proteinase, provided sustained clearance of kidney-bound antibodies and successfully treated antiglomerular basement membrane glomerulonephritis in mice. Taken together, this study showcases the potential of AAV as a gene delivery platform for challenging cell types. The development of AAV2-GEC and its successful application in the treatment of antibody-mediated kidney disease represents a significant step forward and opens up promising avenues for kidney medicine.


Subject(s)
Dependovirus , Genetic Therapy , Genetic Vectors , Animals , Dependovirus/genetics , Mice , Genetic Therapy/methods , Genetic Vectors/genetics , Humans , Endothelial Cells/metabolism , Kidney Glomerulus/pathology , Glomerulonephritis/therapy , Glomerulonephritis/genetics , Glomerulonephritis/immunology , Anti-Glomerular Basement Membrane Disease/therapy , Anti-Glomerular Basement Membrane Disease/genetics , Anti-Glomerular Basement Membrane Disease/immunology
2.
Int J Mol Sci ; 25(17)2024 Aug 28.
Article in English | MEDLINE | ID: mdl-39273271

ABSTRACT

Glomerular kidney diseases typically begin insidiously and can progress to end stage kidney failure. Early onset of therapy can slow down disease progression. Early diagnosis is required to ensure such timely therapy. The goal of our study was to evaluate protein biomarkers (BMs) for common nephropathies that have been described for children with Alport syndrome. Nineteen candidate BMs were determined by commercial ELISA in children with congenital anomalies of the kidneys and urogenital tract, inflammatory kidney injury, or diabetes mellitus. It is particularly essential to search for kidney disease BMs in children because they are a crucial target group that likely exhibits early disease stages and in which misleading diseases unrelated to the kidney are rare. Only minor differences in blood between affected individuals and controls were found. However, in urine, several biomarker candidates alone or in combination seemed to be promising indicators of renal injury in early disease stages. The BMs of highest sensitivity and specificity were collagen type XIII, hyaluronan-binding protein 2, and complement C4-binding protein. These proteins are unrelated to inflammation markers or to risk factors for and signs of renal failure. In conclusion, our study evaluated several strong candidates for screening for early stages of kidney diseases and can help to establish early nephroprotective regimens.


Subject(s)
Biomarkers , Humans , Biomarkers/urine , Biomarkers/blood , Child , Male , Female , Child, Preschool , Adolescent , Early Diagnosis , Kidney Diseases/diagnosis , Kidney Diseases/etiology , Kidney Diseases/blood , Inflammation , Kidney Glomerulus/metabolism , Kidney Glomerulus/pathology , Infant
3.
Ren Fail ; 46(2): 2378210, 2024 Dec.
Article in English | MEDLINE | ID: mdl-39090966

ABSTRACT

Objectives: To explore the therapeutic effects of M2 macrophages in diabetic nephropathy (DN) and their mechanism.Methods: We infused M2 macrophages stimulated with IL-4 into 10-week-old db/db mice once a week for 4 weeks through the tail vein as M2 group. Then we investigated the role of M2 macrophages in alleviating the infammation of DN and explored the mechanism.Results: M2 macrophages hindered the progression of DN, reduced the levels of IL-1ß (DN group was 34%, M2 group was 13%, p < 0.01) and MCP-1 (DN group was 49%, M2 group was 16%, p < 0.01) in the glomeruli. It was also proven that M2 macrophages alleviate mesangial cell injury caused by a high glucose environment. M2 macrophage tracking showed that the infused M2 macrophages migrated to the kidney, and the number of M2 macrophages in the kidney reached a maximum on day 3. Moreover, the ratio of M2 to M1 macrophages was 2.3 in the M2 infusion group, while 0.4 in the DN group (p < 0.01). Mechanistically, M2 macrophages downregulated Janus kinase (JAK) 2 and signal transducer and activator of transcription (STAT) 3 in mesangial cells.Conclusions: Multiple infusions of M2 macrophages significantly alleviated inflammation in the kidney and hindered the progression of DN at least partially by abrogating the M1/M2 homeostasis disturbances and suppressing the JAK2/STAT3 pathway in glomerular mesangial cells. M2 macrophage infusion may be a new therapeutic strategy for DN treatment.


Subject(s)
Diabetic Nephropathies , Janus Kinase 2 , Macrophages , STAT3 Transcription Factor , Signal Transduction , Animals , Janus Kinase 2/metabolism , Diabetic Nephropathies/metabolism , STAT3 Transcription Factor/metabolism , Mice , Macrophages/metabolism , Male , Mesangial Cells/metabolism , Disease Models, Animal , Kidney Glomerulus/pathology , Kidney Glomerulus/metabolism , Chemokine CCL2/metabolism , Mice, Inbred C57BL , Interleukin-1beta/metabolism
4.
Ren Fail ; 46(2): 2386146, 2024 Dec.
Article in English | MEDLINE | ID: mdl-39091091

ABSTRACT

The significance of glomerular IgM deposit intensity in IgA Nephropathy (IgAN) remained ambiguous and requires further research. Patients with biopsy-proven IgAN in our hospital from January 2018 to May 2023 were recruited into this retrospective single-center study. Patients who presented with positive IgM deposit were included in IgM + cohort while patients with negative IgM deposit were included in IgM- cohort. Of the IgM+, patients whose IF intensity of IgM deposits exceeded 1+ formed IgM-H cohort while patients whose IF intensity of IgM deposits was equal to 1+ consisted IgM-L cohort. Pairwise comparisons were performed among these cohorts to determine clinical disparities, following the propensity score matching process. Among 982 IgAN patients, 539 patients presented with positive IgM deposit. The Kaplan-Meier analysis showed that the IgM deposit did not contribute adversely to the outcomes (eGFR decreased from the baseline ≥ 50% continuously or reached end-stage renal disease). However, the Cox regression analysis showed that increased intensity of IgM deposit was an independent risk factor (p = 0.03) in IgM+. The IgM-H exhibited more pronounced segmental glomerulosclerosis (p = 0.02) than the IgM-L, which may also be associated more directly with higher urine protein levels (p = 0.02). Moreover, our generalized linear mixed model demonstrated a remarkably higher urine albumin/creatinine ratio (p < 0.01) and serum creatinine (p = 0.04) levels as well as lower serum albumin (p < 0.01) level in IgM-H persistently during the 5-year follow-up. This study concluded that increased intensity of glomerular IgM deposits may contribute adversely to clinicopathologic presentation and outcome in those IgM + patients.


Subject(s)
Glomerular Filtration Rate , Glomerulonephritis, IGA , Immunoglobulin M , Kidney Glomerulus , Humans , Immunoglobulin M/blood , Male , Glomerulonephritis, IGA/immunology , Female , Retrospective Studies , Adult , Follow-Up Studies , Kidney Glomerulus/pathology , Kidney Glomerulus/immunology , Middle Aged , Risk Factors , Kidney Failure, Chronic/etiology , Kidney Failure, Chronic/immunology , Kaplan-Meier Estimate , Disease Progression , Biopsy , Clinical Relevance
5.
Kidney Int ; 106(3): 356-358, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39174195

ABSTRACT

Jiang et al. show that zinc finger FYVE-type containing 21, a Rab5 effector in glomerular endothelial cells is involved in the maintenance of glomerular filtration barrier homeostasis through the stabilization of activated endothelial nitric oxide synthase on subcellular vesicles. The study demonstrates that zinc finger FYVE-type containing 21 could modulate the levels of caveolin-1 in glomerular endothelial cells using vesicle-based trafficking, thereby supporting endothelial nitric oxide synthase activity. The authors provide evidence that decreased zinc finger FYVE-type containing 21 expression in glomerular endothelial cells could play a role in aging-related glomerular filtration barrier dysfunction.


Subject(s)
Aging , Caveolin 1 , Endothelial Cells , Nitric Oxide Synthase Type III , Aging/metabolism , Aging/physiology , Humans , Nitric Oxide Synthase Type III/metabolism , Caveolin 1/metabolism , Endothelial Cells/metabolism , Endothelial Cells/pathology , Animals , Glomerular Filtration Barrier/metabolism , Kidney Glomerulus/pathology , Kidney Glomerulus/physiopathology , Kidney Glomerulus/metabolism , Kidney/physiopathology , Kidney/metabolism , Endothelium, Vascular/physiopathology , Endothelium, Vascular/metabolism
8.
J Pathol ; 264(2): 212-227, 2024 Oct.
Article in English | MEDLINE | ID: mdl-39177649

ABSTRACT

WT1 encodes a podocyte transcription factor whose variants can cause an untreatable glomerular disease in early childhood. Although WT1 regulates many podocyte genes, it is poorly understood which of them are initiators in disease and how they subsequently influence other cell-types in the glomerulus. We hypothesised that this could be resolved using single-cell RNA sequencing (scRNA-seq) and ligand-receptor analysis to profile glomerular cell-cell communication during the early stages of disease in mice harbouring an orthologous human mutation in WT1 (Wt1R394W/+). Podocytes were the most dysregulated cell-type in the early stages of Wt1R394W/+ disease, with disrupted angiogenic signalling between podocytes and the endothelium, including the significant downregulation of transcripts for the vascular factors Vegfa and Nrp1. These signalling changes preceded glomerular endothelial cell loss in advancing disease, a feature also observed in biopsy samples from human WT1 glomerulopathies. Addition of conditioned medium from murine Wt1R394W/+ primary podocytes to wild-type glomerular endothelial cells resulted in impaired endothelial looping and reduced vascular complexity. Despite the loss of key angiogenic molecules in Wt1R394W/+ podocytes, the pro-vascular molecule adrenomedullin was upregulated in Wt1R394W/+ podocytes and plasma and its further administration was able to rescue the impaired looping observed when glomerular endothelium was exposed to Wt1R394W/+ podocyte medium. In comparative analyses, adrenomedullin upregulation was part of a common injury signature across multiple murine and human glomerular disease datasets, whilst other gene changes were unique to WT1 disease. Collectively, our study describes a novel role for altered angiogenic signalling in the initiation of WT1 glomerulopathy. We also identify adrenomedullin as a proangiogenic factor, which despite being upregulated in early injury, offers an insufficient protective response due to the wider milieu of dampened vascular signalling that results in endothelial cell loss in later disease. © 2024 The Author(s). The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.


Subject(s)
Kidney Glomerulus , Podocytes , Signal Transduction , Single-Cell Analysis , Transcriptome , WT1 Proteins , Animals , Podocytes/metabolism , Podocytes/pathology , WT1 Proteins/metabolism , WT1 Proteins/genetics , Humans , Kidney Glomerulus/metabolism , Kidney Glomerulus/pathology , Kidney Glomerulus/blood supply , Endothelial Cells/metabolism , Endothelial Cells/pathology , Mice , Neovascularization, Pathologic/genetics , Neovascularization, Pathologic/metabolism , Disease Models, Animal , Mutation , Kidney Diseases/genetics , Kidney Diseases/metabolism , Kidney Diseases/pathology , Adrenomedullin/genetics , Adrenomedullin/metabolism , Vascular Endothelial Growth Factor A/metabolism , Vascular Endothelial Growth Factor A/genetics , Cell Communication , Cells, Cultured
9.
Article in English | MEDLINE | ID: mdl-39166802

ABSTRACT

We evaluated the concentration of AT2R antibodies in 136 patients with primary and secondary glomerular diseases: membranous nephropathy (n = 18), focal and segmental glomerulosclerosis (n = 25), systemic lupus erythematosus (n = 17), immunoglobulin A (IgA) nephropathy (n = 14), mesangial (non-IgA) proliferative nephropathy (n = 6), c-ANCA vasculitis (n = 40), perinuclear anti-neutrophil cytoplasmic antibodies (p-ANCA) vasculitis (n = 16), and compared it with a healthy control group (22 patients). Serum creatinine levels, proteinuria, serum albumin, and total protein concentrations were prospectively recorded for 2 years. The mean levels of AT2R antibodies in the lupus nephropathy group were significantly higher compared to the control group, 64.12 ± 26.95 units/mL and 9.72 ± 11.88 units/mL, respectively. There was no association between this level and the clinical course of the disease. The AT2R levels in other kinds of glomerular disease were no different from the control group. We found significant correlations between AT1R and AT2R in patients with membranous nephropathy (r = 0.66), IgA nephropathy (r = 0.61), and c-ANCA vasculitis (r = 0.63). Levels of AT2R antibodies in systemic lupus erythematosus are higher compared to other types of glomerulonephritis, vasculitis, and a healthy control group. Levels of AT2R antibodies correlate with AT1R antibodies in the groups of patients with membranous nephropathy, IgA nephropathy, and c-ANCA vasculitis. These kinds of AT2R antibodies have a stimulative effect on AT2R, but we have not found the influence of these antibodies on the clinical course of glomerular diseases.


Subject(s)
Autoantibodies , Receptor, Angiotensin, Type 2 , Humans , Female , Male , Middle Aged , Adult , Receptor, Angiotensin, Type 2/immunology , Receptor, Angiotensin, Type 2/metabolism , Autoantibodies/blood , Autoantibodies/immunology , Aged , Kidney Glomerulus/immunology , Kidney Glomerulus/pathology , Glomerulonephritis, Membranous/immunology , Glomerulonephritis, Membranous/blood , Glomerulonephritis/immunology , Glomerulonephritis/blood , Antibodies, Antineutrophil Cytoplasmic/immunology , Antibodies, Antineutrophil Cytoplasmic/blood , Lupus Erythematosus, Systemic/immunology , Lupus Erythematosus, Systemic/blood , Glomerulonephritis, IGA/immunology , Glomerulonephritis, IGA/blood , Anti-Neutrophil Cytoplasmic Antibody-Associated Vasculitis/immunology , Anti-Neutrophil Cytoplasmic Antibody-Associated Vasculitis/blood , Lupus Nephritis/immunology , Receptor, Angiotensin, Type 1/immunology , Young Adult , Kidney Diseases/immunology
10.
Anal Chem ; 96(37): 14853-14859, 2024 Sep 17.
Article in English | MEDLINE | ID: mdl-39213638

ABSTRACT

The etiology and pathological complexity of acute kidney injury (AKI) pose great challenges for early diagnosis, typing, and personalized treatment. It is an important reason for poor prognosis and high mortality of AKI. In order to provide a relatively noninvasive diagnostic and typing method for AKI, we proposed the pathological changes of albumin permeability after glomerular injury and reabsorption efficiency after tubular injury as potential entry points. Thus, a renal tubule labeling fluorescent dye which features albumin concentration-related fluorescence intensity was used to fit these pathological changes. Utilizing this fluorescence assay, we realized urinary tract obstruction imaging as early as 12 h after morbidity. For glomerular and tubular injury discrimination, compared to a healthy control, membranous nephropathy as a representative glomerular injury resulted in enhanced fluorescence intensity of the kidney due to increased albumin penetration, while renal tubular injury caused insufficient dye reabsorption to exhibit weakened fluorescence intensity. The significant differences demonstrated the feasibility of this approach for fluorescence imaging-based AKI typing in vivo.


Subject(s)
Acute Kidney Injury , Fluorescent Dyes , Kidney Glomerulus , Kidney Tubules , Animals , Kidney Tubules/pathology , Kidney Tubules/injuries , Kidney Tubules/metabolism , Acute Kidney Injury/diagnosis , Acute Kidney Injury/pathology , Acute Kidney Injury/metabolism , Fluorescent Dyes/chemistry , Kidney Glomerulus/pathology , Kidney Glomerulus/metabolism , Kidney Glomerulus/injuries , Fluorometry/methods , Mice , Optical Imaging , Humans , Male
11.
Cells ; 13(13)2024 Jul 06.
Article in English | MEDLINE | ID: mdl-38995008

ABSTRACT

Accumulating evidence indicates that inflammatory and immunologic processes play a significant role in the development and progression of glomerular diseases. Podocytes, the terminally differentiated epithelial cells, are crucial for maintaining the integrity of the glomerular filtration barrier. Once injured, podocytes cannot regenerate, leading to progressive proteinuric glomerular diseases. However, emerging evidence suggests that podocytes not only maintain the glomerular filtration barrier and are important targets of immune responses but also exhibit many features of immune-like cells, where they are involved in the modulation of the activity of innate and adaptive immunity. This dual role of podocytes may lead to the discovery and development of new therapeutic targets for treating glomerular diseases. This review aims to provide an overview of the innate immunity mechanisms involved in podocyte injury and the progression of proteinuric glomerular diseases.


Subject(s)
Immunity, Innate , Podocytes , Podocytes/immunology , Podocytes/pathology , Humans , Animals , Kidney Diseases/immunology , Kidney Diseases/pathology , Kidney Glomerulus/pathology , Kidney Glomerulus/immunology
12.
Adv Kidney Dis Health ; 31(3): 216-222, 2024 May.
Article in English | MEDLINE | ID: mdl-39004461

ABSTRACT

Membranoproliferative glomerulonephritis (MPGN) is no longer a disease but a pattern of injury in various diseases. Characterized by electron-dense deposits, mesangial proliferation, and duplication of the glomerular basement membrane, MPGN was previously classified by findings seen by electron microscopy. However, recognizing complement dysfunction in relation to cases with the MPGN pattern of injury substantially changed our view of its pathogenesis. A new classification, including immune complex-mediated and complement-mediated MPGN, has become preferable and has been adopted by international guidelines. Despite these advancements, accurate diagnosis of MPGN remains a clinical challenge, given the pathological and clinical similarities between immune complex-mediated and complement-mediated MPGN. Additional testing, such as molecular and genetic testing, is often necessary. Here, we will summarize our current understanding of the MPGN pattern of injury from a pathology perspective as an introductory article in the following chapters.


Subject(s)
Glomerulonephritis, Membranoproliferative , Humans , Glomerulonephritis, Membranoproliferative/pathology , Glomerulonephritis, Membranoproliferative/immunology , Glomerulonephritis, Membranoproliferative/diagnosis , Microscopy, Electron , Complement System Proteins/genetics , Complement System Proteins/immunology , Glomerular Basement Membrane/pathology , Glomerular Basement Membrane/immunology , Kidney Glomerulus/pathology , Kidney Glomerulus/immunology
13.
FASEB J ; 38(14): e23789, 2024 Jul 31.
Article in English | MEDLINE | ID: mdl-39018098

ABSTRACT

Diabetic nephropathy (DN) is a major healthcare challenge for individuals with diabetes and associated with increased cardiovascular morbidity and mortality. The existing rodent models do not fully represent the complex course of the human disease. Hence, developing a translational model of diabetes that reproduces both the early and the advanced characteristics of DN and faithfully recapitulates the overall human pathology is an unmet need. Here, we introduce the Nile grass rat (NGR) as a novel model of DN and characterize key pathologies underlying DN. NGRs spontaneously developed insulin resistance, reactive hyperinsulinemia, and hyperglycemia. Diabetic NGRs evolved DN and the key histopathological aspects of the human advanced DN, including glomerular hypertrophy, infiltration of mononuclear cells, tubular dilatation, and atrophy. Enlargement of the glomerular tufts and the Bowman's capsule areas accompanied the expansion of the Bowman's space. Glomerular sclerosis, renal arteriolar hyalinosis, Kimmelsteil-Wilson nodular lesions, and protein cast formations in the kidneys of diabetic NGR occurred with DN. Diabetic kidneys displayed interstitial and glomerular fibrosis, key characteristics of late human pathology as well as thickening of the glomerular basement membrane and podocyte effacement. Signs of injury included glomerular lipid accumulation, significantly more apoptotic cells, and expression of KIM-1. Diabetic NGRs became hypertensive, a known risk factor for kidney dysfunction, and showed decreased glomerular filtration rate. Diabetic NGRs recapitulate the breadth of human DN pathology and reproduce the consequences of chronic kidney disease, including injury and loss of function of the kidney. Hence, NGR represents a robust model for studying DN-related complications and provides a new foundation for more detailed mechanistic studies of the genesis of nephropathy, and the development of new therapeutic approaches.


Subject(s)
Diabetic Nephropathies , Disease Models, Animal , Animals , Diabetic Nephropathies/pathology , Diabetic Nephropathies/metabolism , Rats , Male , Humans , Insulin Resistance , Diabetes Mellitus, Experimental/pathology , Diabetes Mellitus, Experimental/metabolism , Diabetes Mellitus, Experimental/complications , Kidney/pathology , Kidney/metabolism , Kidney Glomerulus/pathology , Kidney Glomerulus/metabolism
14.
Amino Acids ; 56(1): 46, 2024 Jul 18.
Article in English | MEDLINE | ID: mdl-39019998

ABSTRACT

Primary glomerular disease (PGD) is an idiopathic cause of renal glomerular lesions that is characterized by proteinuria or hematuria and is the leading cause of chronic kidney disease (CKD). The identification of circulating biomarkers for the diagnosis of PGD requires a thorough understanding of the metabolic defects involved. In this study, ultra-high performance liquid chromatography-tandem mass spectrometry was performed to characterize the amino acid (AA) profiles of patients with pathologically diagnosed PGD, including minimal change disease (MCD), focal segmental glomerular sclerosis (FSGS), membranous nephropathy, and immunoglobulin A nephropathy. The plasma concentrations of asparagine and ornithine were low, and that of aspartic acid was high, in patients with all the pathologic types of PGD, compared to healthy controls. Two distinct diagnostic models were generated using the differential plasma AA profiles using logistic regression and receiver operating characteristic analyses, with areas under the curves of 1.000 and accuracies up to 100.0% in patients with MCD and FSGS. In conclusion, the progression of PGD is associated with alterations in AA profiles, The present findings provide a theoretical basis for the use of AAs as a non-invasive, real-time, rapid, and simple biomarker for the diagnosis of various pathologic types of PGD.


Subject(s)
Amino Acids , Biomarkers , Metabolomics , Humans , Female , Male , Amino Acids/blood , Adult , Metabolomics/methods , Middle Aged , Biomarkers/blood , Glomerulosclerosis, Focal Segmental/blood , Glomerulosclerosis, Focal Segmental/diagnosis , Nephrosis, Lipoid/blood , Nephrosis, Lipoid/diagnosis , Glomerulonephritis, Membranous/blood , Glomerulonephritis, Membranous/diagnosis , Tandem Mass Spectrometry , Chromatography, High Pressure Liquid , Glomerulonephritis, IGA/blood , Glomerulonephritis, IGA/diagnosis , Kidney Glomerulus/metabolism , Kidney Glomerulus/pathology
15.
Transpl Int ; 37: 13209, 2024.
Article in English | MEDLINE | ID: mdl-38979120

ABSTRACT

Transcript analyses highlight an important contribution of natural killer (NK) cells to microvascular inflammation (MVI) in antibody-mediated rejection (ABMR), but only few immunohistologic studies have quantified their spatial distribution within graft tissue. This study included 86 kidney transplant recipients who underwent allograft biopsies for a positive donor-specific antibody (DSA) result. NK cells were visualized and quantified within glomeruli and peritubular capillaries (PTC), using immunohistochemistry for CD34 alongside CD16/T-bet double-staining. Staining results were analyzed in relation to histomorphology, microarray analysis utilizing the Molecular Microscope Diagnostic System, functional NK cell genetics, and clinical outcomes. The number of NK cells in glomeruli per mm2 glomerular area (NKglom) and PTC per mm2 cortical area (NKPTC) was substantially higher in biopsies with ABMR compared to those without rejection, and correlated with MVI scores (NKglom Spearman's correlation coefficient [SCC] = 0.55, p < 0.001, NKPTC 0.69, p < 0.001). In parallel, NK cell counts correlated with molecular classifiers reflecting ABMR activity (ABMRprob: NKglom 0.59, NKPTC 0.75) and showed a trend towards higher levels in association with high functional FCGR3A and KLRC2 gene variants. Only NKPTC showed a marginally significant association with allograft function and survival. Our immunohistochemical results support the abundance of NK cells in DSA-positive ABMR.


Subject(s)
Graft Rejection , Kidney Transplantation , Killer Cells, Natural , Humans , Killer Cells, Natural/immunology , Graft Rejection/immunology , Graft Rejection/pathology , Female , Male , Middle Aged , Adult , Kidney Glomerulus/pathology , Kidney Glomerulus/immunology , Biopsy , Aged , Immunohistochemistry , Isoantibodies/immunology , Receptors, IgG
16.
Comput Methods Programs Biomed ; 254: 108285, 2024 Sep.
Article in English | MEDLINE | ID: mdl-38964248

ABSTRACT

BACKGROUND AND OBJECTIVE: In renal disease research, precise glomerular disease diagnosis is crucial for treatment and prognosis. Currently reliant on invasive biopsies, this method bears risks and pathologist-dependent variability, yielding inconsistent results. There is a pressing need for innovative diagnostic tools that enhance traditional methods, streamline processes, and ensure accurate and consistent disease detection. METHODS: In this study, we present an innovative Convolutional Neural Networks-Vision Transformer (CVT) model leveraging Transformer technology to refine glomerular disease diagnosis by fusing spectral and spatial data, surpassing traditional diagnostic limitations. Using interval sampling, preprocessing, and wavelength optimization, we also introduced the Gramian Angular Field (GAF) method for a unified representation of spectral and spatial characteristics. RESULTS: We captured hyperspectral images ranging from 385.18 nm to 1009.47 nm and employed various methods to extract sample features. Initial models based solely on spectral features achieved a accuracy of 85.24 %. However, the CVT model significantly outperformed these, achieving an average accuracy of 94 %. This demonstrates the model's superior capability in utilizing sample data and learning joint feature representations. CONCLUSIONS: The CVT model not only breaks through the limitations of existing diagnostic techniques but also showcases the vast potential of non-invasive, high-precision diagnostic technology in supporting the classification and prognosis of complex glomerular diseases. This innovative approach could significantly impact future diagnostic strategies in renal disease research. CONCISE ABSTRACT: This study introduces a transformative hyperspectral image classification model leveraging a Transformer to significantly improve glomerular disease diagnosis accuracy by synergizing spectral and spatial data, surpassing conventional methods. Through a rigorous comparative analysis, it was determined that while spectral features alone reached a peak accuracy of 85.24 %, the novel Convolutional Neural Network-Transformer (CVT) model's integration of spatial-spectral features via the Gramian Angular Field (GAF) method markedly enhanced diagnostic precision, achieving an average accuracy of 94 %. This methodological innovation not only overcomes traditional diagnostic limitations but also underscores the potential of non-invasive, high-precision technologies in advancing the classification and prognosis of complex renal diseases, setting a new benchmark in the field.


Subject(s)
Hyperspectral Imaging , Kidney Diseases , Neural Networks, Computer , Humans , Hyperspectral Imaging/methods , Kidney Diseases/classification , Kidney Diseases/diagnostic imaging , Kidney Diseases/diagnosis , Algorithms , Kidney Glomerulus/pathology , Kidney Glomerulus/diagnostic imaging , Image Processing, Computer-Assisted/methods
17.
Physiol Rep ; 12(13): e16129, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38955668

ABSTRACT

Cardiotrophin-1 (CT-1), a member of the interleukin (IL)-6 cytokine family, has renoprotective effects in mouse models of acute kidney disease and tubulointerstitial fibrosis, but its role in glomerular disease is unknown. To address this, we used the mouse model of nephrotoxic nephritis to test the hypothesis that CT-1 also has a protective role in immune-mediated glomerular disease. Using immunohistochemistry and analysis of single-cell RNA-sequencing data of isolated glomeruli, we demonstrate that CT-1 is expressed in the glomerulus in male mice, predominantly in parietal epithelial cells and is downregulated in mice with nephrotoxic nephritis. Furthermore, analysis of data from patients revealed that human glomerular disease is also associated with reduced glomerular CT-1 transcript levels. In male mice with nephrotoxic nephritis and established proteinuria, administration of CT-1 resulted in reduced albuminuria, prevented podocyte loss, and sustained plasma creatinine, compared with mice administered saline. CT-1 treatment also reduced fibrosis in the kidney cortex, peri-glomerular macrophage accumulation and the kidney levels of the pro-inflammatory mediator complement component 5a. In conclusion, CT-1 intervention therapy delays the progression of glomerular disease in mice by preserving kidney function and inhibiting renal inflammation and fibrosis.


Subject(s)
Cytokines , Kidney Glomerulus , Mice, Inbred C57BL , Animals , Male , Cytokines/metabolism , Cytokines/genetics , Mice , Kidney Glomerulus/metabolism , Kidney Glomerulus/pathology , Disease Models, Animal , Humans , Fibrosis , Glomerulonephritis/metabolism , Glomerulonephritis/pathology , Glomerulonephritis/drug therapy
18.
Adv Kidney Dis Health ; 31(4): 346-357, 2024 Jul.
Article in English | MEDLINE | ID: mdl-39084760

ABSTRACT

Paraneoplastic glomerular disease (PGD) develops from tumor cell products, leading to renal dysfunction. Unlike direct tumor effects, PGD illustrates the complex association between cancer and diverse clinical presentations and outcomes. Initially detected in a Hodgkin's disease patient, current research has defined diagnostic criteria based on PGD symptoms and cancer progression. PGDs, although rare (found in <1% of adult cancer patients with overt renal manifestations), are crucial, as they can signal cancer onset and frequently resist standard glomerulonephritis treatments. The emerging field of onconephrology studies this relationship between kidney disorders and cancers. The exact cause of many PGD cases remains unknown. This review examines PGDs, their clinicopathological features, related cancers, and mechanisms, emphasizing the need for early diagnosis and tailored treatment for kidney disease and linked cancer.


Subject(s)
Glomerulonephritis , Paraneoplastic Syndromes , Humans , Paraneoplastic Syndromes/diagnosis , Glomerulonephritis/diagnosis , Glomerulonephritis/pathology , Glomerulonephritis/therapy , Kidney Glomerulus/pathology , Kidney Glomerulus/physiopathology , Neoplasms/complications , Neoplasms/diagnosis , Hodgkin Disease/diagnosis , Hodgkin Disease/complications , Hodgkin Disease/pathology
19.
Adv Kidney Dis Health ; 31(4): 275-289, 2024 Jul.
Article in English | MEDLINE | ID: mdl-39084753

ABSTRACT

Focal segmental glomerular sclerosis (FSGS) is a histological lesion characterized by sclerosis in sections (segmental) of some glomeruli (focal) in association with podocyte injury. Historically, FSGS has often been characterized as a disease, but it is a heterogeneous entity based on etiology, clinical course, and therapeutic approach. A unifying feature is podocyte injury and loss, which can be primary or the result of secondary maladaptive responses to glomerular stressors. FSGS has been demonstrated over time to carry a large health burden and remains a leading glomerular cause of ESRD globally. Recent clinical practice guidelines highlight the unmet scientific need for better understanding of disease pathogenesis, particularly for immunologic etiologies, as well as more targeted therapeutic drug development. In this review, we will discuss the current FSGS classification scheme, pathophysiologic mechanisms of injury, and treatment guidelines, along with emerging and investigational therapeutics.


Subject(s)
Glomerulosclerosis, Focal Segmental , Podocytes , Glomerulosclerosis, Focal Segmental/pathology , Glomerulosclerosis, Focal Segmental/therapy , Humans , Podocytes/pathology , Kidney Failure, Chronic/pathology , Kidney Failure, Chronic/etiology , Kidney Glomerulus/pathology , Kidney Glomerulus/physiopathology
20.
Adv Kidney Dis Health ; 31(4): 326-333, 2024 Jul.
Article in English | MEDLINE | ID: mdl-39084758

ABSTRACT

Immunotactoid glomerulopathy (ITG) is a rare glomerular disease that typically presents with proteinuria, hematuria, and kidney dysfunction. A kidney biopsy is essential to establish the diagnosis of ITG. ITG is characterized by glomerular electron-dense immunoglobulin deposits with hollow-cored microtubules. ITG is classified as either monoclonal or polyclonal based on immunofluorescence staining of the immunoglobulin deposits. Monoclonal ITG is associated with an underlying hematologic disorder in two-thirds of the cases, lymphoma and plasma cell dyscrasias being the most common. Polyclonal ITG is associated with autoimmune diseases but can be seen with hematologic disorders and chronic infections. Due to the preponderance of hematologic disorders in both monoclonal and polyclonal ITG, a thorough hematologic workup must be performed in all cases of ITG. In monoclonal ITG with a detectable clone, clone-directed therapy is administered to achieve hematologic remission, as the renal response is highly dependent on the hematologic response. In clone-negative monoclonal ITG, anti-B cell therapy is often used as a first-line therapy. Management of polyclonal ITG without an underlying hematologic disorder is poorly defined. Compared to monoclonal ITG, patients with polyclonal ITG have a higher risk of progression to end-stage kidney disease. Recurrence of ITG following kidney transplantation is common and is often associated with hematologic relapse.


Subject(s)
Glomerulonephritis , Humans , Glomerulonephritis/pathology , Glomerulonephritis/diagnosis , Glomerulonephritis/therapy , Glomerulonephritis/immunology , Kidney Glomerulus/pathology , Kidney Transplantation , Proteinuria/pathology , Proteinuria/etiology , Hematuria/etiology
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