PMID- 36442540 OWN - NLM STAT- MEDLINE DCOM- 20230227 LR - 20230717 IS - 1523-1755 (Electronic) IS - 0085-2538 (Print) IS - 0085-2538 (Linking) VI - 103 IP - 3 DP - 2023 Mar TI - Precision nephrology identified tumor necrosis factor activation variability in minimal change disease and focal segmental glomerulosclerosis. PG - 565-579 LID - S0085-2538(22)00966-8 [pii] LID - 10.1016/j.kint.2022.10.023 [doi] AB - The diagnosis of nephrotic syndrome relies on clinical presentation and descriptive patterns of injury on kidney biopsies, but not specific to underlying pathobiology. Consequently, there are variable rates of progression and response to therapy within diagnoses. Here, an unbiased transcriptomic-driven approach was used to identify molecular pathways which are shared by subgroups of patients with either minimal change disease (MCD) or focal segmental glomerulosclerosis (FSGS). Kidney tissue transcriptomic profile-based clustering identified three patient subgroups with shared molecular signatures across independent, North American, European, and African cohorts. One subgroup had significantly greater disease progression (Hazard Ratio 5.2) which persisted after adjusting for diagnosis and clinical measures (Hazard Ratio 3.8). Inclusion in this subgroup was retained even when clustering was limited to those with less than 25% interstitial fibrosis. The molecular profile of this subgroup was largely consistent with tumor necrosis factor (TNF) pathway activation. Two TNF pathway urine markers were identified, tissue inhibitor of metalloproteinases-1 (TIMP-1) and monocyte chemoattractant protein-1 (MCP-1), that could be used to predict an individual's TNF pathway activation score. Kidney organoids and single-nucleus RNA-sequencing of participant kidney biopsies, validated TNF-dependent increases in pathway activation score, transcript and protein levels of TIMP-1 and MCP-1, in resident kidney cells. Thus, molecular profiling identified a subgroup of patients with either MCD or FSGS who shared kidney TNF pathway activation and poor outcomes. A clinical trial testing targeted therapies in patients selected using urinary markers of TNF pathway activation is ongoing. CI - Copyright (c) 2022 International Society of Nephrology. All rights reserved. FAU - Mariani, Laura H AU - Mariani LH AD - Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA. Electronic address: lmariani@med.umich.edu. FAU - Eddy, Sean AU - Eddy S AD - Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA. FAU - AlAkwaa, Fadhl M AU - AlAkwaa FM AD - Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA. FAU - McCown, Phillip J AU - McCown PJ AD - Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA. FAU - Harder, Jennifer L AU - Harder JL AD - Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA. FAU - Nair, Viji AU - Nair V AD - Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA. FAU - Eichinger, Felix AU - Eichinger F AD - Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA. FAU - Martini, Sebastian AU - Martini S AD - Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA. FAU - Ademola, Adebowale D AU - Ademola AD AD - Department of Paediatrics, Faculty of Clinical Sciences, College of Medicine, University of Ibadan, Ibadan, Oyo State, Nigeria. FAU - Boima, Vincent AU - Boima V AD - Department of Medicine and Therapeutics, University of Ghana Medical School, College of Health Sciences, University of Ghana, Accra, Ghana. FAU - Reich, Heather N AU - Reich HN AD - Division of Nephrology, Department of Medicine, University Health Network and University of Toronto, Toronto, Ontario, Canada. FAU - El Saghir, Jamal AU - El Saghir J AD - Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA. FAU - Godfrey, Bradley AU - Godfrey B AD - Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA. FAU - Ju, Wenjun AU - Ju W AD - Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA. FAU - Tanner, Emily C AU - Tanner EC AD - Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA. FAU - Vega-Warner, Virginia AU - Vega-Warner V AD - Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA. FAU - Wys, Noel L AU - Wys NL AD - Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA. FAU - Adler, Sharon G AU - Adler SG AD - Division of Nephrology and Hypertension at Harbor-UCLA Medical Center and The Lundquist Institute for Biomedical Innovation, Torrance, California, USA. FAU - Appel, Gerald B AU - Appel GB AD - Division of Nephrology, Department of Medicine, Columbia University Irving Medical Center, New York, New York, USA. FAU - Athavale, Ambarish AU - Athavale A AD - Division of Nephrology-Hypertension, University of San Diego, California, San Diego, California, USA. FAU - Atkinson, Meredith A AU - Atkinson MA AD - Division of Pediatric Nephrology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA. FAU - Bagnasco, Serena M AU - Bagnasco SM AD - Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA. FAU - Barisoni, Laura AU - Barisoni L AD - Department of Pathology and Medicine, Division of Nephrology, Duke University School of Medicine, Durham, North Carolina, USA. FAU - Brown, Elizabeth AU - Brown E AD - Division of Nephrology, Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, Texas, USA. FAU - Cattran, Daniel C AU - Cattran DC AD - Division of Nephrology, Department of Medicine, University Health Network and University of Toronto, Toronto, Ontario, Canada. FAU - Coppock, Gaia M AU - Coppock GM AD - Renal-Electrolyte and Hypertension Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA. FAU - Dell, Katherine M AU - Dell KM AD - Center for Pediatric Nephrology, Cleveland Clinic, Case Western Reserve University, Cleveland, Ohio, USA. FAU - Derebail, Vimal K AU - Derebail VK AD - University of North Carolina Kidney Center, Division of Nephrology and Hypertension, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA. FAU - Fervenza, Fernando C AU - Fervenza FC AD - Division of Nephrology and Hypertension, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA. FAU - Fornoni, Alessia AU - Fornoni A AD - Katz Family Division of Nephrology and Hypertension, Department of Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA. FAU - Gadegbeku, Crystal A AU - Gadegbeku CA AD - Department of Kidney Medicine, Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, Ohio, USA. FAU - Gibson, Keisha L AU - Gibson KL AD - Pediatric Nephrology Division, School of Medicine, University of North Carolina, Chapel Hill, North Carolina, USA. FAU - Greenbaum, Laurence A AU - Greenbaum LA AD - Division of Nephrology, Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, USA. FAU - Hingorani, Sangeeta R AU - Hingorani SR AD - Division of Nephrology, Department of Pediatrics, University of Washington, Seattle, Washington, USA. FAU - Hladunewich, Michelle A AU - Hladunewich MA AD - Division of Nephrology, Department of Medicine, University Health Network and University of Toronto, Toronto, Ontario, Canada. FAU - Hodgin, Jeffrey B AU - Hodgin JB AD - Department of Pathology, University of Michigan, Ann Arbor, Michigan, USA. FAU - Hogan, Marie C AU - Hogan MC AD - Division of Nephrology and Hypertension, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA. FAU - Holzman, Lawrence B AU - Holzman LB AD - Renal-Electrolyte and Hypertension Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA. FAU - Jefferson, J Ashley AU - Jefferson JA AD - Division of Nephrology, Department of Medicine, University of Washington, Seattle, Washington, USA. FAU - Kaskel, Frederick J AU - Kaskel FJ AD - Division of Pediatric Nephrology, Montefiore Medical Center, Bronx, New York, USA. FAU - Kopp, Jeffrey B AU - Kopp JB AD - National Institute of Diabetes and Digestive Diseases, National Institutes of Health, Bethesda, Maryland, USA. FAU - Lafayette, Richard A AU - Lafayette RA AD - Department of Medicine, Division of Nephrology, Stanford University, Stanford, California, USA. FAU - Lemley, Kevin V AU - Lemley KV AD - Department of Pediatrics, Keck School of Medicine of the University of Southern California, Los Angeles, California, USA. FAU - Lieske, John C AU - Lieske JC AD - Division of Nephrology and Hypertension, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA. FAU - Lin, Jen-Jar AU - Lin JJ AD - Department of Pediatrics, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA. FAU - Menon, Rajarasee AU - Menon R AD - Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, USA. FAU - Meyers, Kevin E AU - Meyers KE AD - Division of Nephrology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA. FAU - Nachman, Patrick H AU - Nachman PH AD - Division of Nephrology and Hypertension, Department of Medicine, University of Minnesota, Minneapolis, Minnesota, USA. FAU - Nast, Cynthia C AU - Nast CC AD - Department of Pathology, Cedars-Sinai Medical Center, Los Angeles, California, USA. FAU - O'Shaughnessy, Michelle M AU - O'Shaughnessy MM AD - Department of Medicine, Division of Renal Medicine, Cork University Hospital, Cork, Ireland. FAU - Otto, Edgar A AU - Otto EA AD - Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA. FAU - Reidy, Kimberly J AU - Reidy KJ AD - Division of Pediatric Nephrology, Montefiore Medical Center, Bronx, New York, USA. FAU - Sambandam, Kamalanathan K AU - Sambandam KK AD - Division of Nephrology, Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, Texas, USA; Division of Nephrology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA. FAU - Sedor, John R AU - Sedor JR AD - Lerner Research Institutes, Cleveland Clinic, Cleveland, Ohio, USA; Department of Molecular Medicine, Case Western Reserve University, Cleveland, Ohio, USA; Department of Physiology, Case Western Reserve University, Cleveland, Ohio, USA; Department of Biophysics, Case Western Reserve University, Cleveland, Ohio, USA. FAU - Sethna, Christine B AU - Sethna CB AD - Division of Pediatric Nephrology, Cohen Children's Medical Center, New Hyde Park, New York, USA. FAU - Singer, Pamela AU - Singer P AD - Division of Pediatric Nephrology, Cohen Children's Medical Center, New Hyde Park, New York, USA. FAU - Srivastava, Tarak AU - Srivastava T AD - Section of Nephrology, Children's Mercy Hospital, Kansas City, Missouri, USA. FAU - Tran, Cheryl L AU - Tran CL AD - Pediatric Nephrology, Mayo Clinic, Rochester, Minnesota, USA. FAU - Tuttle, Katherine R AU - Tuttle KR AD - Division of Nephrology, Department of Medicine, University of Washington, Seattle, Washington, USA; Providence Medical Research Center, Providence Health Care, University of Washington, Spokane, Washington, USA. FAU - Vento, Suzanne M AU - Vento SM AD - Division of Nephrology, Department of Pediatrics, New York University School of Medicine, New York, New York, USA. FAU - Wang, Chia-Shi AU - Wang CS AD - Division of Nephrology, Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, USA. FAU - Ojo, Akinlolu O AU - Ojo AO AD - Department of Population Health, School of Medicine, University of Kansas Medical Center, Kansas City, Kansas, USA. FAU - Adu, Dwomoa AU - Adu D AD - Department of Medicine and Therapeutics, University of Ghana Medical School, College of Health Sciences, University of Ghana, Accra, Ghana. FAU - Gipson, Debbie S AU - Gipson DS AD - Division of Nephrology, Department of Pediatrics, University of Michigan, Ann Arbor, Michigan, USA. FAU - Trachtman, Howard AU - Trachtman H AD - Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA. FAU - Kretzler, Matthias AU - Kretzler M AD - Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, USA. Electronic address: kretzler@umich.edu. LA - eng GR - U01 DK107131/DK/NIDDK NIH HHS/United States GR - UG3 TR003288/TR/NCATS NIH HHS/United States GR - K23 DK118189/DK/NIDDK NIH HHS/United States GR - U54 DK083912/DK/NIDDK NIH HHS/United States GR - U54 DK116913/DK/NIDDK NIH HHS/United States GR - K08 DK115891/DK/NIDDK NIH HHS/United States GR - WT_/Wellcome Trust/United Kingdom GR - P30 DK081943/DK/NIDDK NIH HHS/United States GR - U54 HG006939/HG/NHGRI NIH HHS/United States PT - Journal Article PT - Research Support, N.I.H., Extramural PT - Research Support, Non-U.S. Gov't DEP - 20221125 PL - United States TA - Kidney Int JT - Kidney international JID - 0323470 RN - 0 (Tissue Inhibitor of Metalloproteinase-1) RN - 0 (Tumor Necrosis Factors) SB - IM CIN - Kidney Int. 2023 Mar;103(3):464-466. PMID: 36822751 MH - Humans MH - *Glomerulosclerosis, Focal Segmental/pathology MH - *Nephrosis, Lipoid/diagnosis MH - Tissue Inhibitor of Metalloproteinase-1 MH - *Nephrology MH - *Nephrotic Syndrome/diagnosis MH - Tumor Necrosis Factors/therapeutic use PMC - PMC10347421 MID - NIHMS1899961 OTO - NOTNLM OT - TNF OT - data integration OT - nephrotic syndrome OT - transcriptomics EDAT- 2022/11/29 06:00 MHDA- 2023/03/03 06:00 PMCR- 2023/07/14 CRDT- 2022/11/28 19:23 PHST- 2022/02/08 00:00 [received] PHST- 2022/10/25 00:00 [revised] PHST- 2022/10/28 00:00 [accepted] PHST- 2022/11/29 06:00 [pubmed] PHST- 2023/03/03 06:00 [medline] PHST- 2022/11/28 19:23 [entrez] PHST- 2023/07/14 00:00 [pmc-release] AID - S0085-2538(22)00966-8 [pii] AID - 10.1016/j.kint.2022.10.023 [doi] PST - ppublish SO - Kidney Int. 2023 Mar;103(3):565-579. doi: 10.1016/j.kint.2022.10.023. Epub 2022 Nov 25.