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1.
Kidney Int ; 105(2): 218-230, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38245210

ABSTRACT

Glomerular diseases are classified using a descriptive taxonomy that is not reflective of the heterogeneous underlying molecular drivers. This limits not only diagnostic and therapeutic patient management, but also impacts clinical trials evaluating targeted interventions. The Nephrotic Syndrome Study Network (NEPTUNE) is poised to address these challenges. The study has enrolled >850 pediatric and adult patients with proteinuric glomerular diseases who have contributed to deep clinical, histologic, genetic, and molecular profiles linked to long-term outcomes. The NEPTUNE Knowledge Network, comprising combined, multiscalar data sets, captures each participant's molecular disease processes at the time of kidney biopsy. In this editorial, we describe the design and implementation of NEPTUNE Match, which bridges a basic science discovery pipeline with targeted clinical trials. Noninvasive biomarkers have been developed for real-time pathway analyses. A Molecular Nephrology Board reviews the pathway maps together with clinical, laboratory, and histopathologic data assembled for each patient to compile a Match report that estimates the fit between the specific molecular disease pathway(s) identified in an individual patient and proposed clinical trials. The NEPTUNE Match report is communicated using established protocols to the patient and the attending nephrologist for use in their selection of available clinical trials. NEPTUNE Match represents the first application of precision medicine in nephrology with the aim of developing targeted therapies and providing the right medication for each patient with primary glomerular disease.


Subject(s)
Kidney Diseases , Nephrotic Syndrome , Adult , Child , Humans , Biomarkers , Clinical Trials as Topic , Kidney Glomerulus/pathology , Nephrotic Syndrome/diagnosis , Nephrotic Syndrome/genetics , Nephrotic Syndrome/therapy
2.
Kidney Int ; 98(6): 1502-1518, 2020 12.
Article in English | MEDLINE | ID: mdl-33038424

ABSTRACT

COVID-19 morbidity and mortality are increased via unknown mechanisms in patients with diabetes and kidney disease. SARS-CoV-2 uses angiotensin-converting enzyme 2 (ACE2) for entry into host cells. Because ACE2 is a susceptibility factor for infection, we investigated how diabetic kidney disease and medications alter ACE2 receptor expression in kidneys. Single cell RNA profiling of kidney biopsies from healthy living donors and patients with diabetic kidney disease revealed ACE2 expression primarily in proximal tubular epithelial cells. This cell-specific localization was confirmed by in situ hybridization. ACE2 expression levels were unaltered by exposures to renin-angiotensin-aldosterone system inhibitors in diabetic kidney disease. Bayesian integrative analysis of a large compendium of public -omics datasets identified molecular network modules induced in ACE2-expressing proximal tubular epithelial cells in diabetic kidney disease (searchable at hb.flatironinstitute.org/covid-kidney) that were linked to viral entry, immune activation, endomembrane reorganization, and RNA processing. The diabetic kidney disease ACE2-positive proximal tubular epithelial cell module overlapped with expression patterns seen in SARS-CoV-2-infected cells. Similar cellular programs were seen in ACE2-positive proximal tubular epithelial cells obtained from urine samples of 13 hospitalized patients with COVID-19, suggesting a consistent ACE2-coregulated proximal tubular epithelial cell expression program that may interact with the SARS-CoV-2 infection processes. Thus SARS-CoV-2 receptor networks can seed further research into risk stratification and therapeutic strategies for COVID-19-related kidney damage.


Subject(s)
Angiotensin-Converting Enzyme 2/metabolism , COVID-19/metabolism , Diabetic Nephropathies/metabolism , Kidney Tubules, Proximal/metabolism , SARS-CoV-2/metabolism , Adult , Aged , Angiotensin Receptor Antagonists/pharmacology , Angiotensin Receptor Antagonists/therapeutic use , Angiotensin-Converting Enzyme Inhibitors/pharmacology , Angiotensin-Converting Enzyme Inhibitors/therapeutic use , COVID-19/complications , COVID-19/virology , Case-Control Studies , Diabetic Nephropathies/drug therapy , Female , Gene Expression Profiling , Gene Regulatory Networks , Host-Pathogen Interactions , Humans , Kidney Tubules, Proximal/drug effects , Male , Middle Aged
3.
medRxiv ; 2020 Aug 21.
Article in English | MEDLINE | ID: mdl-32511461

ABSTRACT

COVID-19 morbidity and mortality is increased in patients with diabetes and kidney disease via unknown mechanisms. SARS-CoV-2 uses angiotensin-converting enzyme 2 (ACE2) for entry into host cells. Since ACE2 is a susceptibility factor for infection, we investigated how diabetic kidney disease (DKD) and medications alter ACE2 receptor expression in kidneys. Single cell RNA profiling of healthy living donor (LD) and DKD kidney biopsies revealed ACE2 expression primarily in proximal tubular epithelial cells (PTEC). This cell specific localization was confirmed by in situ hybridization. ACE2 expression levels were unaltered by exposures to renin angiotensin aldosterone system inhibitors in DKD. Bayesian integrative analysis of a large compendium of public -omics datasets identified molecular network modules induced in ACE2-expressing PTEC in DKD (searchable at hb.flatironinstitute.org/covid-kidney) that were linked to viral entry, immune activation, endomembrane reorganization, and RNA processing. The DKD ACE2-positive PTEC module overlapped with expression patterns seen in SARS-CoV-2 infected cells. Similar cellular programs were seen in ACE2-positive PTEC obtained from urine samples of 13 COVID-19 patients who were hospitalized, suggesting a consistent ACE2-coregulated PTEC expression program that may interact with the SARS-CoV-2 infection processes. Thus SARS-CoV-2 receptor networks can seed further research into risk stratification and therapeutic strategies for COVID-19 related kidney damage.

4.
BMC Nephrol ; 16: 190, 2015 Nov 17.
Article in English | MEDLINE | ID: mdl-26577187

ABSTRACT

BACKGROUND: Glomerular diseases are potentially fatal, requiring aggressive interventions and close monitoring. Urine is a readily-accessible body fluid enriched in molecular signatures from the kidney and therefore particularly suited for routine clinical analysis as well as development of non-invasive biomarkers for glomerular diseases. METHODS: The Nephrotic Syndrome Study Network (NEPTUNE; ClinicalTrials.gov Identifier NCT01209000) is a North American multicenter collaborative consortium established to develop a translational research infrastructure for nephrotic syndrome. This includes standardized urine collections across all participating centers for the purpose of discovering non-invasive biomarkers for patients with nephrotic syndrome due to minimal change disease, focal segmental glomerulosclerosis, and membranous nephropathy. Here we describe the organization and methods of urine procurement and banking procedures in NEPTUNE. RESULTS: We discuss the rationale for urine collection and storage conditions, and demonstrate the performance of three experimental analytes (neutrophil gelatinase-associated lipocalin [NGAL], retinol binding globulin, and alpha-1 microglobulin) under these conditions with and without urine preservatives (thymol, toluene, and boric acid). We also demonstrate the quality of RNA and protein collected from the urine cellular pellet and exosomes. CONCLUSIONS: The urine collection protocol in NEPTUNE allows robust detection of a wide range of proteins and RNAs from urine supernatant and pellets collected longitudinally from each patient over 5 years. Combined with the detailed clinical and histopathologic data, this provides a unique resource for exploration and validation of new or accepted markers of glomerular diseases. TRIAL REGISTRATION: ClinicalTrials.gov Identifier NCT01209000.


Subject(s)
Biological Specimen Banks/organization & administration , Nephrotic Syndrome/diagnosis , Nephrotic Syndrome/urine , Proteinuria/urine , Tissue Preservation/methods , Urine Specimen Collection/methods , Biomarkers/blood , Female , Humans , Male , Proteinuria/diagnosis , Reproducibility of Results , Sensitivity and Specificity , United States
5.
Kidney Int ; 83(4): 749-56, 2013 Apr.
Article in English | MEDLINE | ID: mdl-23325076

ABSTRACT

The Nephrotic Syndrome Study Network (NEPTUNE) is a North American multicenter collaborative consortium established to develop a translational research infrastructure for nephrotic syndrome. This includes a longitudinal observational cohort study, a pilot and ancillary study program, a training program, and a patient contact registry. NEPTUNE will enroll 450 adults and children with minimal change disease, focal segmental glomerulosclerosis, and membranous nephropathy for detailed clinical, histopathological, and molecular phenotyping at the time of clinically indicated renal biopsy. Initial visits will include an extensive clinical history, physical examination, collection of urine, blood and renal tissue samples, and assessments of quality of life and patient-reported outcomes. Follow-up history, physical measures, urine and blood samples, and questionnaires will be obtained every 4 months in the first year and biannually, thereafter. Molecular profiles and gene expression data will be linked to phenotypic, genetic, and digitalized histological data for comprehensive analyses using systems biology approaches. Analytical strategies were designed to transform descriptive information to mechanistic disease classification for nephrotic syndrome and to identify clinical, histological, and genomic disease predictors. Thus, understanding the complexity of the disease pathogenesis will guide further investigation for targeted therapeutic strategies.


Subject(s)
Glomerulonephritis , Nephrosis, Lipoid , Nephrotic Syndrome , Research Design , Translational Research, Biomedical/methods , Adult , Age Factors , Biopsy , Child , Cooperative Behavior , Genotype , Glomerulonephritis/epidemiology , Glomerulonephritis/genetics , Glomerulonephritis/pathology , Glomerulonephritis/therapy , Glomerulonephritis, Membranous/epidemiology , Glomerulonephritis, Membranous/genetics , Glomerulonephritis, Membranous/pathology , Glomerulonephritis, Membranous/therapy , Glomerulosclerosis, Focal Segmental/epidemiology , Glomerulosclerosis, Focal Segmental/genetics , Glomerulosclerosis, Focal Segmental/pathology , Glomerulosclerosis, Focal Segmental/therapy , Humans , Longitudinal Studies , Nephrosis, Lipoid/epidemiology , Nephrosis, Lipoid/genetics , Nephrosis, Lipoid/pathology , Nephrosis, Lipoid/therapy , Nephrotic Syndrome/epidemiology , Nephrotic Syndrome/genetics , Nephrotic Syndrome/pathology , Nephrotic Syndrome/therapy , North America/epidemiology , Phenotype , Pilot Projects , Predictive Value of Tests , Prognosis , Prospective Studies , Registries , Risk Factors , Surveys and Questionnaires , Systems Biology , Time Factors
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