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1.
Cell Commun Signal ; 22(1): 264, 2024 May 11.
Artículo en Inglés | MEDLINE | ID: mdl-38734696

RESUMEN

BACKGROUND: Traditional biomarkers of chronic kidney disease (CKD) detect the disease in its late stages and hardly predict associated vascular damage. Integrin-linked kinase (ILK) is a scaffolding protein and a serine/threonine protein kinase that plays multiple roles in several pathophysiological processes during renal damage. However, the involvement of ILK as a biomarker of CKD and its associated vascular problems remains to be fully elucidated. METHODS: CKD was induced by an adenine-rich diet for 6 weeks in mice. We used an inducible ILK knockdown mice (cKD-ILK) model to decrease ILK expression. ILK content in mice's peripheral blood mononuclear cells (PBMCs) was determined and correlated with renal function parameters and with the expression of ILK and fibrosis and inflammation markers in renal and aortic tissues. Also, the expression of five miRNAs that target ILK was analyzed in whole blood of mice. RESULTS: The adenine diet increased ILK expression in PBMCs, renal cortex, and aortas, and creatinine and urea nitrogen concentrations in the plasma of WT mice, while these increases were not observed in cKD-ILK mice. Furthermore, ILK content in PBMCs directly correlated with renal function parameters and with the expression of renal and vascular ILK and fibrosis and inflammation markers. Finally, the expression of the five miRNAs increased in the whole blood of adenine-fed mice, although only four correlated with plasma urea nitrogen, and of those, three were downregulated in cKD-ILK mice. CONCLUSIONS: ILK, in circulating mononuclear cells, could be a potential biomarker of CKD and CKD-associated renal and vascular damage.


Asunto(s)
Biomarcadores , Riñón , Leucocitos Mononucleares , Proteínas Serina-Treonina Quinasas , ARN Mensajero , Insuficiencia Renal Crónica , Animales , Insuficiencia Renal Crónica/genética , Insuficiencia Renal Crónica/patología , Leucocitos Mononucleares/metabolismo , Proteínas Serina-Treonina Quinasas/genética , Proteínas Serina-Treonina Quinasas/metabolismo , Biomarcadores/metabolismo , Biomarcadores/sangre , Ratones , Riñón/patología , Riñón/metabolismo , ARN Mensajero/genética , ARN Mensajero/metabolismo , Masculino , Ratones Endogámicos C57BL , MicroARNs/genética , MicroARNs/sangre , MicroARNs/metabolismo , Modelos Animales de Enfermedad , Fibrosis
2.
Pak J Pharm Sci ; 37(1): 155-161, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-38741412

RESUMEN

Nephrin is a transmembrane protein that maintains the slit diaphragm of renal podocyte. In chronic kidney disease (CKD), podocyte effacement causes damage to glomerular basement membrane barrier leading to proteinuria. Boerhavia diffusa, (BD), an Ayurveda herb, is used in treatment of various diseases particularly in relation to the urinary system. This study attempts to evaluate the effect of ethanolic extract of BD on the expression of nephrin in adenine induced CKD rats. CKD was induced in Wistar albino rats using adenine (600/mg/kg, orally for 10 days). CKD rats were treated with BD (400/mg/kg) and pirfenidone (500/mg/kg) orally for 14 days. The kidneys were harvested from euthanized animals and processed for histopathology, electron microscopy and immunohistochemistry, gene and protein expression of nephrin. Diseased rats treated with BD and pirfenidone showed reduction in the thickening of renal basement membranes and reduced haziness in brush border of PCT and glomeruli. Nephrin gene and protein expressions were higher in BD and pirfenidone treated group when compared to the disease control group. The structural and functional damage brought on by adenine-induced nephrotoxicity was countered by protective action of BD by up regulating the expression of nephrin. Therefore, BD can be utilized as a nutraceutical for the prevention and treatment of CKD.


Asunto(s)
Adenina , Proteínas de la Membrana , Extractos Vegetales , Podocitos , Ratas Wistar , Insuficiencia Renal Crónica , Animales , Proteínas de la Membrana/metabolismo , Proteínas de la Membrana/genética , Podocitos/efectos de los fármacos , Podocitos/metabolismo , Podocitos/patología , Extractos Vegetales/farmacología , Adenina/farmacología , Insuficiencia Renal Crónica/inducido químicamente , Insuficiencia Renal Crónica/metabolismo , Insuficiencia Renal Crónica/patología , Masculino , Ratas , Modelos Animales de Enfermedad
3.
Eur J Histochem ; 68(2)2024 May 13.
Artículo en Inglés | MEDLINE | ID: mdl-38742403

RESUMEN

Chronic kidney disease (CKD) is a leading public health issue associated with high morbidity worldwide. However, there are only a few effective therapeutic strategies for CKD. Emodin, an anthraquinone compound from rhubarb, can inhibit fibrosis in tissues and cells. Our study aims to investigate the antifibrotic effect of emodin and the underlying molecular mechanism. A unilateral ureteral obstruction (UUO)-induced rat model was established to evaluate the effect of emodin on renal fibrosis development. Hematoxylin and eosin staining, Masson's trichrome staining, and immunohistochemistry staining were performed to analyze histopathological changes and fibrotic features after emodin treatment. Subsequently, a transforming growth factor-beta 1 (TGF-ß1)-induced cell model was used to assess the inhibition of emodin on cell fibrosis in vitro. Furthermore, Western blot analysis and real-time quantitative reverse transcription-polymerase chain reaction were performed to validate the regulatory mechanism of emodin on renal fibrosis progression. As a result, emodin significantly improved histopathological abnormalities in rats with UUO. The expression of fibrosis biomarkers and mitochondrial biogenesis-related proteins also decreased after emodin treatment. Moreover, emodin blocked TGF-ß1-induced fibrotic phenotype, lipid accumulation, and mitochondrial homeostasis in NRK-52E cells. Conversely, peroxisome proliferator-activated receptor-gamma coactivator-1 alpha (PGC-1α) silencing significantly reversed these features in emodin-treated cells. Collectively, emodin plays an important role in regulating PGC-1α-mediated mitochondria function and energy homeostasis. This indicates that emodin exhibits great inhibition against renal fibrosis and acts as a promising inhibitor of CKD.


Asunto(s)
Emodina , Fibrosis , Mitocondrias , Coactivador 1-alfa del Receptor Activado por Proliferadores de Peroxisomas gamma , Insuficiencia Renal Crónica , Animales , Emodina/farmacología , Emodina/uso terapéutico , Coactivador 1-alfa del Receptor Activado por Proliferadores de Peroxisomas gamma/metabolismo , Insuficiencia Renal Crónica/tratamiento farmacológico , Insuficiencia Renal Crónica/metabolismo , Insuficiencia Renal Crónica/patología , Fibrosis/tratamiento farmacológico , Mitocondrias/efectos de los fármacos , Mitocondrias/metabolismo , Masculino , Ratas , Ratas Sprague-Dawley , Homeostasis/efectos de los fármacos , Riñón/patología , Riñón/efectos de los fármacos , Riñón/metabolismo , Obstrucción Ureteral/patología , Obstrucción Ureteral/tratamiento farmacológico , Factor de Crecimiento Transformador beta1/metabolismo , Línea Celular
4.
Gut Microbes ; 16(1): 2351532, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38727248

RESUMEN

Emerging evidence indicates that alteration of gut microbiota plays an important role in chronic kidney disease (CKD)-related vascular calcification (VC). We aimed to investigate the specific gut microbiota and the underlying mechanism involved in CKD-VC. We identified an increased abundance of Prevotella copri (P. copri) in the feces of CKD rats (induced by using 5/6 nephrectomy followed by a high calcium and phosphate diet) with aortic calcification via amplicon sequencing of 16S rRNA genes. In patients with CKD, we further confirmed a positive correlation between abundance of P. copri and aortic calcification scores. Moreover, oral administration of live P. copri aggravated CKD-related VC and osteogenic differentiation of vascular smooth muscle cells in vivo, accompanied by intestinal destruction, enhanced expression of Toll-like receptor-4 (TLR4), and elevated lipopolysaccharide (LPS) levels. In vitro and ex vivo experiments consistently demonstrated that P. copri-derived LPS (Pc-LPS) accelerated high phosphate-induced VC and VSMC osteogenic differentiation. Mechanistically, Pc-LPS bound to TLR4, then activated the nuclear factor κB (NF-κB) and nucleotide-binding domain, leucine-rich-containing family, pyrin domain-containing-3 (NLRP3) inflammasome signals during VC. Inhibition of NF-κB reduced NLRP3 inflammasome and attenuated Pc-LPS-induced VSMC calcification. Our study clarifies a novel role of P. copri in CKD-related VC, by the mechanisms involving increased inflammation-regulating metabolites including Pc-LPS, and activation of the NF-κB/NLRP3 signaling pathway. These findings highlight P. copri and its-derived LPS as potential therapeutic targets for VC in CKD.


Asunto(s)
Microbioma Gastrointestinal , Lipopolisacáridos , FN-kappa B , Prevotella , Insuficiencia Renal Crónica , Transducción de Señal , Receptor Toll-Like 4 , Calcificación Vascular , Animales , Calcificación Vascular/metabolismo , Calcificación Vascular/patología , FN-kappa B/metabolismo , Lipopolisacáridos/metabolismo , Ratas , Insuficiencia Renal Crónica/metabolismo , Insuficiencia Renal Crónica/microbiología , Insuficiencia Renal Crónica/inducido químicamente , Insuficiencia Renal Crónica/patología , Humanos , Masculino , Receptor Toll-Like 4/metabolismo , Receptor Toll-Like 4/genética , Prevotella/metabolismo , Ratas Sprague-Dawley , Miocitos del Músculo Liso/metabolismo , Osteogénesis/efectos de los fármacos , Músculo Liso Vascular/metabolismo , Músculo Liso Vascular/patología , Proteína con Dominio Pirina 3 de la Familia NLR/metabolismo , Proteína con Dominio Pirina 3 de la Familia NLR/genética , Heces/microbiología , Inflamasomas/metabolismo
5.
PLoS One ; 19(5): e0302853, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38768139

RESUMEN

BACKGROUND: Chronic Kidney Disease (CKD) and Metabolic dysfunction-associated steatohepatitis (MASH) are metabolic fibroinflammatory diseases. Combining single-cell (scRNAseq) and spatial transcriptomics (ST) could give unprecedented molecular disease understanding at single-cell resolution. A more comprehensive analysis of the cell-specific ligand-receptor (L-R) interactions could provide pivotal information about signaling pathways in CKD and MASH. To achieve this, we created an integrative analysis framework in CKD and MASH from two available human cohorts. RESULTS: The analytical framework identified L-R pairs involved in cellular crosstalk in CKD and MASH. Interactions between cell types identified using scRNAseq data were validated by checking the spatial co-presence using the ST data and the co-expression of the communicating targets. Multiple L-R protein pairs identified are known key players in CKD and MASH, while others are novel potential targets previously observed only in animal models. CONCLUSION: Our study highlights the importance of integrating different modalities of transcriptomic data for a better understanding of the molecular mechanisms. The combination of single-cell resolution from scRNAseq data, combined with tissue slide investigations and visualization of cell-cell interactions obtained through ST, paves the way for the identification of future potential therapeutic targets and developing effective therapies.


Asunto(s)
Insuficiencia Renal Crónica , Análisis de la Célula Individual , Transcriptoma , Humanos , Insuficiencia Renal Crónica/metabolismo , Insuficiencia Renal Crónica/genética , Insuficiencia Renal Crónica/patología , Ligandos , Perfilación de la Expresión Génica , Comunicación Celular/genética , Hígado Graso/metabolismo , Hígado Graso/genética , Hígado Graso/patología , Transducción de Señal
6.
Front Immunol ; 15: 1385696, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38770013

RESUMEN

Background: Recent studies have demonstrated a strong association between acute kidney injury (AKI) and chronic kidney disease (CKD), while the unresolved inflammation is believed to be a driving force for this chronic transition process. As a transmembrane pattern recognition receptor, Mincle (macrophage-inducible C-type lectin, Clec4e) was identified to participate in the early immune response after AKI. However, the impact of Mincle on the chronic transition of AKI remains largely unclear. Methods: We performed single-cell RNA sequencing (scRNA-seq) with the unilateral ischemia-reperfusion (UIR) murine model of AKI at days 1, 3, 14 and 28 after injury. Potential effects and mechanism of Mincle on renal inflammation and fibrosis were further validated in vivo utilizing Mincle knockout mice. Results: The dynamic expression of Mincle in macrophages and neutrophils throughout the transition from AKI to CKD was observed. For both cell types, Mincle expression was significantly up-regulated on day 1 following AKI, with a second rise observed on day 14. Notably, we identified distinct subclusters of Minclehigh neutrophils and Minclehigh macrophages that exhibited time-dependent influx with dual peaks characterized with remarkable pro-inflammatory and pro-fibrotic functions. Moreover, we identified that Minclehigh neutrophils represented an "aged" mature neutrophil subset derived from the "fresh" mature neutrophil cluster in kidney. Additionally, we observed a synergistic mechanism whereby Mincle-expressing macrophages and neutrophils sustained renal inflammation by tumor necrosis factor (TNF) production. Mincle-deficient mice exhibited reduced renal injury and fibrosis following AKI. Conclusion: The present findings have unveiled combined persistence of Minclehigh neutrophils and macrophages during AKI-to-CKD transition, contributing to unresolved inflammation followed by fibrosis via TNF-α as a central pro-inflammatory cytokine. Targeting Mincle may offer a novel therapeutic strategy for preventing the transition from AKI to CKD.


Asunto(s)
Lesión Renal Aguda , Modelos Animales de Enfermedad , Lectinas Tipo C , Macrófagos , Proteínas de la Membrana , Ratones Noqueados , Neutrófilos , Insuficiencia Renal Crónica , Animales , Lectinas Tipo C/metabolismo , Lectinas Tipo C/genética , Lesión Renal Aguda/etiología , Lesión Renal Aguda/inmunología , Lesión Renal Aguda/metabolismo , Macrófagos/inmunología , Macrófagos/metabolismo , Neutrófilos/inmunología , Neutrófilos/metabolismo , Ratones , Insuficiencia Renal Crónica/inmunología , Insuficiencia Renal Crónica/etiología , Insuficiencia Renal Crónica/metabolismo , Insuficiencia Renal Crónica/patología , Proteínas de la Membrana/genética , Proteínas de la Membrana/metabolismo , Masculino , Inflamación/inmunología , Ratones Endogámicos C57BL , Daño por Reperfusión/inmunología , Daño por Reperfusión/metabolismo , Fibrosis , Progresión de la Enfermedad
7.
Int J Mol Sci ; 25(9)2024 Apr 30.
Artículo en Inglés | MEDLINE | ID: mdl-38732117

RESUMEN

Glomerular hyperfiltration (GH) has been reported to be higher in women with polycystic ovary syndrome (PCOS) and is an independent risk factor for renal function deterioration, metabolic, and cardiovascular disease. The aim of this study was to determine GH in type A PCOS subjects and to identify whether inflammatory markers, markers of CKD, renal tubule injury markers, and complement system proteins were associated. In addition, a secondary cohort study was performed to determine if the eGFR had altered over time. In this comparative cross-sectional analysis, demographic, metabolic, and proteomic data from Caucasian women aged 18-40 years from a PCOS Biobank (137 with PCOS, 97 controls) was analyzed. Slow Off-rate Modified Aptamer (SOMA)-scan plasma protein measurement was undertaken for inflammatory proteins, serum markers of chronic kidney disease (CKD), tubular renal injury markers, and complement system proteins. A total of 44.5% of the PCOS cohort had GH (eGFR ≥ 126 mL/min/1.73 m2 (n = 55)), and 12% (n = 17) eGFR ≥ 142 mL/min/1.73 m2 (super-GH(SGH)). PCOS-GH women were younger and had lower creatinine and urea versus PCOS-nonGH. C-reactive protein (CRP), white cell count (WCC), and systolic blood pressure (SBP) were higher in PCOS versus controls, but CRP correlated only with PCOS-SGH alone. Complement protein changes were seen between controls and PCOS-nonGH, and decay-accelerator factor (DAF) was decreased between PCOS-nonGH and PCOS-GSGH (p < 0.05). CRP correlated with eGFR in the PCOS-SGH group, but not with other inflammatory or complement parameters. Cystatin-c (a marker of CKD) was reduced between PCOS-nonGH and PCOS-GSGH (p < 0.05). No differences in tubular renal injury markers were found. A secondary cohort notes review of the biobank subjects 8.2-9.6 years later showed a reduction in eGFR: controls -6.4 ± 12.6 mL/min/1.73 m2 (-5.3 ± 11.5%; decrease 0.65%/year); PCOS-nonGH -11.3 ± 13.7 mL/min/1.73 m2 (-9.7 ± 12.2%; p < 0.05, decrease 1%/year); PCOS-GH (eGFR 126-140 mL/min/17.3 m2) -27.1 ± 12.8 mL/min/1.73 m2 (-19.1 ± 8.7%; p < 0.0001, decrease 2%/year); PCOS-SGH (eGFR ≥ 142 mL/min/17.3 m2) -33.7 ± 8.9 mL/min/17.3 m2 (-22.8 ± 6.0%; p < 0.0001, decrease 3.5%/year); PCOS-nonGH eGFR versus PCOS-GH and PCOS-SGH, p < 0.001; no difference PCOS-GH versus PCOS-SGH. GH was associated with PCOS and did not appear mediated through tubular renal injury; however, cystatin-c and DAF were decreased, and CRP correlated positively with PCOS-SGH, suggesting inflammation may be involved at higher GH. There were progressive eGFR decrements for PCOS-nonGH, PCOS-GH, and PCOS-SGH in the follow-up period which, in the presence of additional factors affecting renal function, may be clinically important in the development of CKD in PCOS.


Asunto(s)
Biomarcadores , Tasa de Filtración Glomerular , Síndrome del Ovario Poliquístico , Insuficiencia Renal Crónica , Humanos , Femenino , Síndrome del Ovario Poliquístico/metabolismo , Síndrome del Ovario Poliquístico/fisiopatología , Síndrome del Ovario Poliquístico/sangre , Adulto , Estudios Transversales , Biomarcadores/sangre , Adulto Joven , Insuficiencia Renal Crónica/fisiopatología , Insuficiencia Renal Crónica/sangre , Insuficiencia Renal Crónica/patología , Insuficiencia Renal Crónica/etiología , Adolescente , Proteína C-Reactiva/metabolismo , Glomérulos Renales/patología , Glomérulos Renales/metabolismo
8.
Int J Mol Sci ; 25(9)2024 May 03.
Artículo en Inglés | MEDLINE | ID: mdl-38732210

RESUMEN

Investigating the role of podocytes in proteinuric disease is imperative to address the increasing global burden of chronic kidney disease (CKD). Studies strongly implicate increased levels of monocyte chemoattractant protein-1 (MCP-1/CCL2) in proteinuric CKD. Since podocytes express the receptor for MCP-1 (i.e., CCR2), we hypothesized that podocyte-specific MCP-1 production in response to stimuli could activate its receptor in an autocrine manner, leading to further podocyte injury. To test this hypothesis, we generated podocyte-specific MCP-1 knockout mice (Podo-Mcp-1fl/fl) and exposed them to proteinuric injury induced by either angiotensin II (Ang II; 1.5 mg/kg/d, osmotic minipump) or Adriamycin (Adr; 18 mg/kg, intravenous bolus). At baseline, there were no between-group differences in body weight, histology, albuminuria, and podocyte markers. After 28 days, there were no between-group differences in survival, change in body weight, albuminuria, kidney function, glomerular injury, and tubulointerstitial fibrosis. The lack of protection in the knockout mice suggests that podocyte-specific MCP-1 production is not a major contributor to either Ang II- or Adr-induced glomerular disease, implicating that another cell type is the source of pathogenic MCP-1 production in CKD.


Asunto(s)
Angiotensina II , Quimiocina CCL2 , Doxorrubicina , Ratones Noqueados , Podocitos , Animales , Quimiocina CCL2/genética , Quimiocina CCL2/metabolismo , Podocitos/metabolismo , Podocitos/patología , Podocitos/efectos de los fármacos , Doxorrubicina/efectos adversos , Ratones , Masculino , Insuficiencia Renal Crónica/inducido químicamente , Insuficiencia Renal Crónica/genética , Insuficiencia Renal Crónica/metabolismo , Insuficiencia Renal Crónica/patología , Eliminación de Gen , Modelos Animales de Enfermedad
9.
Sci Rep ; 14(1): 11530, 2024 May 21.
Artículo en Inglés | MEDLINE | ID: mdl-38773208

RESUMEN

Recent reports have shown the feasibility of measuring biological age from DNA methylation levels in blood cells from specific regions identified by machine learning, collectively known as the epigenetic clock or DNA methylation clock. While extensive research has explored the association of the DNA methylation clock with cardiovascular diseases, cancer, and Alzheimer's disease, its relationship with kidney diseases remains largely unexplored. In particular, it is unclear whether the DNA methylation clock could serve as a predictor of worsening kidney function. In this pilot study involving 20 subjects, we investigated the association between the DNA methylation clock and subsequent deterioration of renal function. Additionally, we noninvasively evaluated DNA damage in urinary shedding cells using a previously reported method to examine the correlation with the DNA methylation clock and worsening kidney function. Our findings revealed that patients with an accelerated DNA methylation clock exhibited increased DNA damage in urinary shedding cells, along with a higher rate of eGFR decline. Moreover, in cases of advanced CKD (G4-5), the DNA damage in urinary shedding cells was significantly increased, highlighting the interplay between elevated DNA damage and eGFR decline. This study suggests the potential role of the DNA methylation clock and urinary DNA damage as predictive markers for the progression of chronic kidney disease.


Asunto(s)
Daño del ADN , Metilación de ADN , Tasa de Filtración Glomerular , Insuficiencia Renal Crónica , Humanos , Proyectos Piloto , Masculino , Femenino , Persona de Mediana Edad , Anciano , Insuficiencia Renal Crónica/orina , Insuficiencia Renal Crónica/genética , Insuficiencia Renal Crónica/patología , Progresión de la Enfermedad , Biomarcadores/orina , Riñón/metabolismo , Riñón/patología , Epigénesis Genética
10.
Clin Sci (Lond) ; 138(10): 599-614, 2024 May 22.
Artículo en Inglés | MEDLINE | ID: mdl-38739452

RESUMEN

AIM: Acute kidney injury (AKI) increases the risk for progressive chronic kidney disease (CKD). MicroRNA (miR)-486-5p protects against kidney ischemia-reperfusion (IR) injury in mice, although its long-term effects on the vasculature and development of CKD are unknown. We studied whether miR-486-5p would prevent the AKI to CKD transition in rat, and affect vascular function. METHODS: Adult male rats were subjected to bilateral kidney IR followed by i.v. injection of liposomal-packaged miR-486-5p (0.5 mg/kg). Kidney function and histologic injury were assessed after 24 h and 10 weeks. Kidney endothelial protein levels were measured by immunoblot and immunofluorescence, and mesenteric artery reactivity was determined by wire myography. RESULTS: In rats with IR, miR-486-5p blocked kidney endothelial cell increases in intercellular adhesion molecule-1 (ICAM-1), reduced neutrophil infiltration and histologic injury, and normalized plasma creatinine (P<0.001). However, miR-486-5p attenuated IR-induced kidney endothelial nitric oxide synthase (eNOS) expression (P<0.05). At 10 weeks, kidneys from rats with IR alone had decreased peritubular capillary density and increased interstitial collagen deposition (P<0.0001), and mesenteric arteries showed impaired endothelium-dependent vasorelaxation (P<0.001). These changes were inhibited by miR-486-5p. Delayed miR-486-5p administration (96 h, 3 weeks after IR) had no impact on kidney fibrosis, capillary density, or endothelial function. CONCLUSION: In rats, administration of miR-486-5p early after kidney IR prevents injury, and protects against CKD development and systemic endothelial dysfunction. These protective effects are associated with inhibition of endothelial ICAM-1 and occur despite reduction in eNOS. miR-486-5p holds promise for the prevention of ischemic AKI and its complications.


Asunto(s)
Lesión Renal Aguda , Molécula 1 de Adhesión Intercelular , Riñón , MicroARNs , Ratas Sprague-Dawley , Insuficiencia Renal Crónica , Daño por Reperfusión , Animales , MicroARNs/metabolismo , MicroARNs/genética , Masculino , Lesión Renal Aguda/prevención & control , Lesión Renal Aguda/metabolismo , Lesión Renal Aguda/genética , Lesión Renal Aguda/patología , Insuficiencia Renal Crónica/prevención & control , Insuficiencia Renal Crónica/metabolismo , Insuficiencia Renal Crónica/genética , Insuficiencia Renal Crónica/patología , Riñón/patología , Riñón/irrigación sanguínea , Riñón/metabolismo , Daño por Reperfusión/prevención & control , Daño por Reperfusión/metabolismo , Molécula 1 de Adhesión Intercelular/metabolismo , Molécula 1 de Adhesión Intercelular/genética , Óxido Nítrico Sintasa de Tipo III/metabolismo , Ratas , Modelos Animales de Enfermedad , Progresión de la Enfermedad , Células Endoteliales/metabolismo
11.
PLoS One ; 19(5): e0298864, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38753630

RESUMEN

Fibrotic remodeling is the primary driver of functional loss in chronic kidney disease, with no specific anti-fibrotic agent available for clinical use. Transglutaminase 2 (TG2), a wound response enzyme that irreversibly crosslinks extracellular matrix proteins causing dysregulation of extracellular matrix turnover, is a well-characterized anti-fibrotic target in the kidney. We describe the humanization and characterization of two anti-TG2 monoclonal antibodies (zampilimab [hDC1/UCB7858] and BB7) that inhibit crosslinking by TG2 in human in vitro and rabbit/cynomolgus monkey in vivo models of chronic kidney disease. Determination of zampilimab half-maximal inhibitory concentration (IC50) against recombinant human TG2 was undertaken using the KxD assay and determination of dissociation constant (Kd) by surface plasmon resonance. Efficacy in vitro was established using a primary human renal epithelial cell model of tubulointerstitial fibrosis, to assess mature deposited extracellular matrix proteins. Proof of concept in vivo used a cynomolgus monkey unilateral ureteral obstruction model of chronic kidney disease. Zampilimab inhibited TG2 crosslinking transamidation activity with an IC50 of 0.25 nM and Kd of <50 pM. In cell culture, zampilimab inhibited extracellular TG2 activity (IC50 119 nM) and dramatically reduced transforming growth factor-ß1-driven accumulation of multiple extracellular matrix proteins including collagens I, III, IV, V, and fibronectin. Intravenous administration of BB7 in rabbits resulted in a 68% reduction in fibrotic index at Day 25 post-unilateral ureteral obstruction. Weekly intravenous administration of zampilimab in cynomolgus monkeys with unilateral ureteral obstruction reduced fibrosis at 4 weeks by >50%, with no safety signals. Our data support the clinical investigation of zampilimab for the treatment of kidney fibrosis.


Asunto(s)
Modelos Animales de Enfermedad , Fibrosis , Proteínas de Unión al GTP , Macaca fascicularis , Proteína Glutamina Gamma Glutamiltransferasa 2 , Insuficiencia Renal Crónica , Transglutaminasas , Animales , Humanos , Fibrosis/tratamiento farmacológico , Conejos , Insuficiencia Renal Crónica/tratamiento farmacológico , Insuficiencia Renal Crónica/patología , Transglutaminasas/antagonistas & inhibidores , Transglutaminasas/metabolismo , Proteínas de Unión al GTP/antagonistas & inhibidores , Proteínas de Unión al GTP/metabolismo , Proteínas de Unión al GTP/inmunología , Anticuerpos Monoclonales/farmacología , Anticuerpos Monoclonales/administración & dosificación , Anticuerpos Monoclonales Humanizados/farmacología , Masculino , Riñón/patología , Riñón/efectos de los fármacos , Riñón/metabolismo
12.
Cells ; 13(9)2024 Apr 26.
Artículo en Inglés | MEDLINE | ID: mdl-38727287

RESUMEN

Currently, more and more people are suffering from chronic kidney disease (CKD). It is estimated that CKD affects over 10% of the population worldwide. This is a significant issue, as the kidneys largely contribute to maintaining homeostasis by, among other things, regulating blood pressure, the pH of blood, and the water-electrolyte balance and by eliminating unnecessary metabolic waste products from blood. What is more, this disease does not show any specific symptoms at the beginning. The development of CKD is predisposed by certain conditions, such as diabetes mellitus or hypertension. However, these disorders are not the only factors promoting the onset and progression of CKD. The primary purpose of this review is to examine renin-angiotensin-aldosterone system (RAAS) activity, transforming growth factor-ß1 (TGF-ß1), vascular calcification (VC), uremic toxins, and hypertension in the context of their impact on the occurrence and the course of CKD. We firmly believe that a deeper comprehension of the cellular and molecular mechanisms underlying CKD can lead to an enhanced understanding of the disease. In the future, this may result in the development of medications targeting specific mechanisms involved in the decline of kidney function. Our paper unveils the selected processes responsible for the deterioration of renal filtration abilities.


Asunto(s)
Progresión de la Enfermedad , Insuficiencia Renal Crónica , Sistema Renina-Angiotensina , Humanos , Insuficiencia Renal Crónica/patología , Insuficiencia Renal Crónica/metabolismo , Sistema Renina-Angiotensina/fisiología , Animales , Hipertensión/fisiopatología , Hipertensión/patología , Calcificación Vascular/metabolismo , Calcificación Vascular/patología , Calcificación Vascular/fisiopatología , Factor de Crecimiento Transformador beta1/metabolismo , Riñón/patología , Riñón/metabolismo , Riñón/fisiopatología
13.
J Clin Invest ; 134(10)2024 Apr 16.
Artículo en Inglés | MEDLINE | ID: mdl-38625739

RESUMEN

Renal interstitial fibrosis is an important mechanism in the progression of chronic kidney disease (CKD) to end-stage kidney disease. However, we lack specific treatments to slow or halt renal fibrosis. Ribosome profiling identified upregulation of a secreted micropeptide, C4orf48 (Cf48), in mouse diabetic nephropathy. Cf48 RNA and protein levels were upregulated in tubular epithelial cells in human and experimental CKD. Serum Cf48 levels were increased in human CKD and correlated with loss of kidney function, increasing CKD stage, and the degree of active interstitial fibrosis. Cf48 overexpression in mice accelerated renal fibrosis, while Cf48 gene deletion or knockdown by antisense oligonucleotides significantly reduced renal fibrosis in CKD models. In vitro, recombinant Cf48 (rCf48) enhanced TGF-ß1-induced fibrotic responses in renal fibroblasts and epithelial cells independently of Smad3 phosphorylation. Cellular uptake of Cf48 and its profibrotic response in fibroblasts operated via the transferrin receptor. RNA immunoprecipitation-sequencing identified Cf48 binding to mRNA of genes involved in the fibrotic response, including Serpine1, Acta2, Ccn2, and Col4a1. rCf48 binds to the 3'UTR of Serpine1 and increases mRNA half-life. We identify the secreted Cf48 micropeptide as a potential enhancer of renal fibrosis that operates as an RNA-binding peptide to promote the production of extracellular matrix.


Asunto(s)
Nefropatías Diabéticas , Fibrosis , Insuficiencia Renal Crónica , Animales , Humanos , Ratones , Insuficiencia Renal Crónica/metabolismo , Insuficiencia Renal Crónica/patología , Insuficiencia Renal Crónica/genética , Nefropatías Diabéticas/metabolismo , Nefropatías Diabéticas/patología , Nefropatías Diabéticas/genética , Ratones Noqueados , Factor de Crecimiento Transformador beta1/metabolismo , Factor de Crecimiento Transformador beta1/genética , Proteína smad3/metabolismo , Proteína smad3/genética , Masculino , Riñón/metabolismo , Riñón/patología , Proteínas de Unión al ARN/genética , Proteínas de Unión al ARN/metabolismo , Regiones no Traducidas 3'
14.
Arch Biochem Biophys ; 756: 110009, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38642631

RESUMEN

BACKGROUND: Histone deacetylase 6 (HDAC6) inhibitor CAY10603 has been identified as a potential therapeutic agent for the treatment of diabetic kidney disease (DKD). The objective of this study was to investigate the therapeutic effects of CAY10603 in mice with acute kidney injury (AKI) and chronic kidney diseases (CKD). METHODS: Renal immunohistology was performed to assess the expression levels of HDAC6 in both human and mouse kidney samples. C57BL/6J mice were intraperitoneal injected with lipopolysaccharide (LPS) to induce AKI; CD-1 mice were fed with adenine diet to induce adenine-nephropathy as CKD model. Serum creatinine, blood urea nitrogen and uric acid were measured to reflect renal function; renal histology was applied to assess kidney damage. Western blot and immunohistology were used to analyze the unfolded protein response (UPR) level. RESULTS: HDAC6 was significantly upregulated in renal tubular epithelial cells (RTECs) of both AKI and CKD patients as well as mice. In the murine models of AKI induced by LPS and adenine-induced nephropathy, CAY10603 exhibited notable protective effects, including improvement in biochemical indices and pathological changes. In vivo and in vitro studies revealed that CAY10603 effectively suppressed the activation of activating transcription factor 6 (ATF6) branch of UPR triggered by thapsigargin (Tg), a commonly employed endoplasmic reticulum (ER) stressor. Consistent with these findings, CAY10603 also displayed substantial inhibition of ATF6 activation in RTECs from both murine models of LPS-induced AKI and adenine-induced nephropathy. CONCLUSIONS: Collectively, these results suggest that CAY10603 holds promise as a potential therapeutic agent for both acute and chronic kidney injury.


Asunto(s)
Factor de Transcripción Activador 6 , Lesión Renal Aguda , Histona Desacetilasa 6 , Inhibidores de Histona Desacetilasas , Ratones Endogámicos C57BL , Insuficiencia Renal Crónica , Respuesta de Proteína Desplegada , Animales , Lesión Renal Aguda/tratamiento farmacológico , Lesión Renal Aguda/metabolismo , Lesión Renal Aguda/inducido químicamente , Lesión Renal Aguda/patología , Histona Desacetilasa 6/metabolismo , Histona Desacetilasa 6/antagonistas & inhibidores , Humanos , Factor de Transcripción Activador 6/metabolismo , Ratones , Insuficiencia Renal Crónica/tratamiento farmacológico , Insuficiencia Renal Crónica/metabolismo , Insuficiencia Renal Crónica/patología , Insuficiencia Renal Crónica/inducido químicamente , Inhibidores de Histona Desacetilasas/farmacología , Inhibidores de Histona Desacetilasas/uso terapéutico , Masculino , Respuesta de Proteína Desplegada/efectos de los fármacos , Lipopolisacáridos
15.
Biomed Pharmacother ; 174: 116556, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38636398

RESUMEN

Skeletal muscle atrophy is a common complication of chronic kidney disease (CKD) that affects the quality of life and prognosis of patients. We aimed to investigate the effects and mechanisms of caffeic acid (CA), a natural phenolic compound, on skeletal muscle atrophy in CKD rats. Male Sprague-Dawley rats underwent 5/6 nephrectomy (NPM) and were treated with CA (20, 40, or 80 mg/kg/day) for 10 weeks. The body and muscle weights, renal function, hemoglobin, and albumin were measured. The histological, molecular, and biochemical changes in skeletal muscles were evaluated using hematoxylin-eosin staining, quantitative real-time PCR, malondialdehyde/catalase/superoxide dismutase/glutathione level detection, and enzyme-linked immunosorbent assay. Western blotting and network pharmacology were applied to identify the potential targets and pathways of CA, CKD, and muscle atrophy. The results showed that CA significantly improved NPM-induced muscle-catabolic effects, reduced the expression of muscle atrophy-related proteins (muscle atrophy F-box and muscle RING finger 1) and proinflammatory cytokines (interleukin [IL]-6, tumor necrosis factor-alpha, and IL-1ß), and attenuated muscle oxidative stress. Network pharmacology revealed that CA modulated the response to oxidative stress and nuclear factor kappa B (NF-κB) signaling pathway and that Toll-like receptor 4 (TLR4) was a key target. In vivo experiment confirmed that CA inhibited the TLR4/myeloid differentiation primary response 88 (MYD88)/NF-kB signaling pathway, reduced muscle iron levels, and restored glutathione peroxidase 4 activity, thereby alleviating ferroptosis and inflammation in skeletal muscles. Thus, CA might be a promising therapeutic agent for preventing and treating skeletal muscle atrophy in CKD by modulating the TLR4/MYD88/NF-κB pathway and ferroptosis.


Asunto(s)
Ácidos Cafeicos , Atrofia Muscular , Factor 88 de Diferenciación Mieloide , Insuficiencia Renal Crónica , Transducción de Señal , Animales , Masculino , Ratas , Ácidos Cafeicos/farmacología , Citocinas/metabolismo , Músculo Esquelético/efectos de los fármacos , Músculo Esquelético/patología , Músculo Esquelético/metabolismo , Atrofia Muscular/tratamiento farmacológico , Atrofia Muscular/patología , Atrofia Muscular/etiología , Atrofia Muscular/prevención & control , Atrofia Muscular/metabolismo , Factor 88 de Diferenciación Mieloide/metabolismo , Nefrectomía/efectos adversos , FN-kappa B/metabolismo , Estrés Oxidativo/efectos de los fármacos , Ratas Sprague-Dawley , Insuficiencia Renal Crónica/tratamiento farmacológico , Insuficiencia Renal Crónica/metabolismo , Insuficiencia Renal Crónica/patología , Transducción de Señal/efectos de los fármacos , Receptor Toll-Like 4/metabolismo
16.
Biochim Biophys Acta Mol Basis Dis ; 1870(5): 167171, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38631411

RESUMEN

Patients with advanced chronic kidney disease (CKD) have elevated circulating calcium × phosphate product levels and exhibit soft tissue calcification. Besides the cardiovascular system, calcification is commonly observed in the cornea in CKD patients on hemodialysis. Cardiovascular calcification is a cell-mediated, highly regulated process, and we hypothesized that a similar regulatory mechanism is implicated in corneal calcification with the involvement of corneal epithelial cells (CECs). We established a mouse model of CKD-associated corneal calcification by inducing CKD in DBA/2J mice with an adenine and high phosphate diet. CKD was associated with aorta and corneal calcification as detected by OsteoSense staining and corneal Ca measurement (1.67-fold elevation, p < 0.001). In vitro, excess phosphate and Ca induced human CEC calcification in a dose-dependent and synergistic manner, without any influence on cell viability. High phosphate and Ca-containing osteogenic medium (OM; 2.5 mmol/L excess phosphate and 0.6 mmol/L excess Ca over control) increased the protein expression of Runx2 and induced its nuclear translocation. OM increased the expression of the bone-specific Ca-binding protein osteocalcin (130-fold increase, p < 0.001). Silencing of Runx2 attenuated OM-induced CEC calcification. Immunohistology revealed upregulation of Runx2 and overlapping between the Runx2 and the Alizarin red positive areas of calcification in the cornea of CKD mice. This work sheds light on the mechanism of CKD-induced corneal calcification and provides tools to test calcification inhibitors for the prevention of this detrimental process.


Asunto(s)
Calcinosis , Calcio , Subunidad alfa 1 del Factor de Unión al Sitio Principal , Osteoblastos , Fosfatos , Insuficiencia Renal Crónica , Animales , Subunidad alfa 1 del Factor de Unión al Sitio Principal/metabolismo , Subunidad alfa 1 del Factor de Unión al Sitio Principal/genética , Insuficiencia Renal Crónica/patología , Insuficiencia Renal Crónica/metabolismo , Insuficiencia Renal Crónica/complicaciones , Ratones , Humanos , Osteoblastos/metabolismo , Osteoblastos/patología , Fosfatos/metabolismo , Calcio/metabolismo , Calcinosis/patología , Calcinosis/metabolismo , Epitelio Corneal/patología , Epitelio Corneal/metabolismo , Masculino , Ratones Endogámicos DBA , Células Epiteliales/metabolismo , Células Epiteliales/patología , Modelos Animales de Enfermedad , Fenotipo
17.
Biochim Biophys Acta Mol Basis Dis ; 1870(5): 167180, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38653356

RESUMEN

The renal tubular epithelial cells (TEC) have a strong capacity for repair after acute injury, but when this mechanism becomes uncontrollable, it leads to chronic kidney diseases (CKD). Indeed, in progress toward CKDs, the TECs may dedifferentiate, undergo epithelial-to-mesenchyme transition (EMT), and promote inflammation and fibrosis. Given the critical role of Wnt4 signaling in kidney ontogenesis, we addressed whether changes in this signaling are connected to renal inflammation and fibrosis by taking advantage of a knock-in Wnt4mCh/mCh mouse. While the Wnt4mCh/mCh embryos appeared normal, the corresponding mice, within one month, developed CKD-related phenotypes, such as pro-inflammatory responses including T-cell/macrophage influx, expression of fibrotic markers, and epithelial cell damage with a partial EMT. The Wnt signal transduction component ß-catenin remained unchanged, while calcium signaling is induced in the injured TECs involving Nfat and Tfeb transcription factors. We propose that the Wnt4 signaling pathway is involved in repairing the renal injury, and when the signal is overdriven, CKD is established.


Asunto(s)
Señalización del Calcio , Modelos Animales de Enfermedad , Transición Epitelial-Mesenquimal , Fibrosis , Técnicas de Sustitución del Gen , Proteína Wnt4 , Animales , Ratones , Transición Epitelial-Mesenquimal/genética , Proteína Wnt4/metabolismo , Proteína Wnt4/genética , Señalización del Calcio/genética , Insuficiencia Renal Crónica/patología , Insuficiencia Renal Crónica/genética , Insuficiencia Renal Crónica/metabolismo , Vía de Señalización Wnt , Células Epiteliales/metabolismo , Células Epiteliales/patología , Riñón/patología , Riñón/metabolismo , Túbulos Renales/patología , Túbulos Renales/metabolismo , beta Catenina/metabolismo , beta Catenina/genética
18.
PeerJ ; 12: e17260, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38680884

RESUMEN

Chronic kidney disease (CKD) represents a significant global health concern, with renal fibrosis emerging as a prevalent and ultimate manifestation of this condition. The absence of targeted therapies presents an ongoing and substantial challenge. Accumulating evidence suggests that the integrity and functionality of mitochondria within renal tubular epithelial cells (RTECs) often become compromised during CKD development, playing a pivotal role in the progression of renal fibrosis. Mitophagy, a specific form of autophagy, assumes responsibility for eliminating damaged mitochondria to uphold mitochondrial equilibrium. Dysregulated mitophagy not only correlates with disrupted mitochondrial dynamics but also contributes to the advancement of renal fibrosis in CKD. While numerous studies have examined mitochondrial metabolism, ROS (reactive oxygen species) production, inflammation, and apoptosis in kidney diseases, the precise pathogenic mechanisms underlying mitophagy in CKD remain elusive. The exact mechanisms through which modulating mitophagy mitigates renal fibrosis, as well as its influence on CKD progression and prognosis, have not undergone systematic investigation. The role of mitophagy in AKI has been relatively clear, but the role of mitophagy in CKD is still rare. This article presents a comprehensive review of the current state of research on regulating mitophagy as a potential treatment for CKD. The objective is to provide fresh perspectives, viable strategies, and practical insights into CKD therapy, thereby contributing to the enhancement of human living conditions and patient well-being.


Asunto(s)
Mitofagia , Insuficiencia Renal Crónica , Animales , Humanos , Progresión de la Enfermedad , Fibrosis/patología , Fibrosis/metabolismo , Túbulos Renales/patología , Túbulos Renales/metabolismo , Mitocondrias/metabolismo , Mitocondrias/patología , Especies Reactivas de Oxígeno/metabolismo , Insuficiencia Renal Crónica/patología , Insuficiencia Renal Crónica/metabolismo
19.
Toxicol Lett ; 396: 81-93, 2024 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-38670245

RESUMEN

PURPOSE: Uremic cardiomyopathy (UCM) is the leading cause of chronic kidney disease (CKD) related mortality. Uremic toxins including indoxyl sulfate (IS) play important role during the progression of UCM. This study was to explore the underlying mechanism of IS related myocardial injury. METHODS: UCM rat model was established through five-sixths nephrectomy to evaluate its effects on blood pressure, cardiac impairment, and histological changes using echocardiography and histological analysis. Additionally, IS was administered to neonatal rat cardiomyocytes (NRCMs) and the human cardiomyocyte cell line AC16. DHE staining and peroxide-sensitive dye 2',7'-dichlorofluorescein diacetate (H2DCFDA) was conducted to assess the reactive oxygen species (ROS) production. Cardiomyocyte hypertrophy was estimated using wheat germ agglutinin (WGA) staining and immunofluorescence. Aryl hydrocarbon receptor (AhR) translocation was observed by immunofluorescence. The activation of AhR was evaluated by immunoblotting of cytochrome P450 1 s (CYP1s) and quantitative real-time PCR (RT-PCR) analysis of AHRR and PTGS2. Additionally, the pro-oxidative and pro-hypertrophic effects were evaluated using the AhR inhibitor CH-223191, the CYP1s inhibitor Alizarin and the ROS scavenger N-Acetylcysteine (NAC). RESULTS: UCM rat model was successfully established, and cardiac hypertrophy, accompanied by increased blood pressure, and myocardial fibrosis. Further research confirmed the activation of the AhR pathway in UCM rats including AhR translocation and downstream protein CYP1s expression, accompanied with increasing ROS production detected by DHE staining. In vitro experiment demonstrated a translocation of AhR triggered by IS, leading to significant increase of downstream gene expression. Subsequently study indicated a close relationship between the production of ROS and the activation of AhR/CYP1s, which was effectively blocked by applying AhR inhibitor, CYP1s inhibitor and siRNA against AhR. Moreover, the inhibition of AhR/CYP1s/ROS pathway collectively blocked the pro-hypertrophic effect of IS-mediated cardiomyopathy. CONCLUSION: This study provides evidence that the AhR/CYP1s pathway is activated in UCM rats, and this activation is correlated with the uremic toxin IS. In vitro studies indicate that IS can stimulate the AhR translocation in cardiomyocyte, triggering to the production of intracellular ROS via CYP1s. This process leads to prolonged oxidative stress stimulation and thus contributes to the progression of uremic toxin-mediated cardiomyopathy.


Asunto(s)
Cardiomiopatías , Indicán , Miocitos Cardíacos , Ratas Sprague-Dawley , Especies Reactivas de Oxígeno , Receptores de Hidrocarburo de Aril , Transducción de Señal , Uremia , Animales , Receptores de Hidrocarburo de Aril/metabolismo , Receptores de Hidrocarburo de Aril/genética , Especies Reactivas de Oxígeno/metabolismo , Uremia/metabolismo , Miocitos Cardíacos/metabolismo , Miocitos Cardíacos/efectos de los fármacos , Miocitos Cardíacos/patología , Indicán/toxicidad , Humanos , Cardiomiopatías/metabolismo , Cardiomiopatías/patología , Ratas , Masculino , Línea Celular , Factores de Transcripción con Motivo Hélice-Asa-Hélice Básico/metabolismo , Factores de Transcripción con Motivo Hélice-Asa-Hélice Básico/genética , Estrés Oxidativo , Modelos Animales de Enfermedad , Insuficiencia Renal Crónica/metabolismo , Insuficiencia Renal Crónica/patología
20.
Sci Rep ; 14(1): 9642, 2024 04 26.
Artículo en Inglés | MEDLINE | ID: mdl-38671065

RESUMEN

Chronic kidney disease (CKD) is a complex disorder that causes a gradual loss of kidney function, affecting approximately 9.1% of the world's population. Here, we use a soft-clustering algorithm to deconstruct its genetic heterogeneity. First, we selected 322 CKD-associated independent genetic variants from published genome-wide association studies (GWAS) and added association results for 229 traits from the GWAS catalog. We then applied nonnegative matrix factorization (NMF) to discover overlapping clusters of related traits and variants. We computed cluster-specific polygenic scores and validated each cluster with a phenome-wide association study (PheWAS) on the BioMe biobank (n = 31,701). NMF identified nine clusters that reflect different aspects of CKD, with the top-weighted traits signifying areas such as kidney function, type 2 diabetes (T2D), and body weight. For most clusters, the top-weighted traits were confirmed in the PheWAS analysis. Results were found to be more significant in the cross-ancestry analysis, although significant ancestry-specific associations were also identified. While all alleles were associated with a decreased kidney function, associations with CKD-related diseases (e.g., T2D) were found only for a smaller subset of variants and differed across genetic ancestry groups. Our findings leverage genetics to gain insights into the underlying biology of CKD and investigate population-specific associations.


Asunto(s)
Estudio de Asociación del Genoma Completo , Fenotipo , Insuficiencia Renal Crónica , Humanos , Insuficiencia Renal Crónica/genética , Insuficiencia Renal Crónica/patología , Análisis por Conglomerados , Herencia Multifactorial/genética , Predisposición Genética a la Enfermedad , Polimorfismo de Nucleótido Simple , Algoritmos , Diabetes Mellitus Tipo 2/genética , Masculino , Femenino
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