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Barreiro K, Dwivedi OP, Rannikko A, Holthöfer H, Tuomi T, Groop PH, Puhka M. Capturing the Kidney Transcriptome by Urinary Extracellular Vesicles-From Pre-Analytical Obstacles to Biomarker Research. Genes (Basel) 2023; 14:1415. [PMID: 37510317 PMCID: PMC10379145 DOI: 10.3390/genes14071415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 06/30/2023] [Accepted: 07/06/2023] [Indexed: 07/30/2023] Open
Abstract
Urinary extracellular vesicles (uEV) hold non-invasive RNA biomarkers for genitourinary tract diseases. However, missing knowledge about reference genes and effects of preanalytical choices hinder biomarker studies. We aimed to assess how preanalytical variables (urine storage temperature, isolation workflow) affect diabetic kidney disease (DKD)-linked miRNAs or kidney-linked miRNAs and mRNAs (kidney-RNAs) in uEV isolates and to discover stable reference mRNAs across diverse uEV datasets. We studied nine raw and normalized sequencing datasets including healthy controls and individuals with prostate cancer or type 1 diabetes with or without albuminuria. We focused on kidney-RNAs reviewing literature for DKD-linked miRNAs from kidney tissue, cell culture and uEV/urine experiments. RNAs were analyzed by expression heatmaps, hierarchical clustering and selecting stable mRNAs with normalized counts (>200) and minimal coefficient of variation. Kidney-RNAs were decreased after urine storage at -20 °C vs. -80 °C. Isolation workflows captured kidney-RNAs with different efficiencies. Ultracentrifugation captured DKD -linked miRNAs that separated healthy and diabetic macroalbuminuria groups. Eleven mRNAs were stably expressed across the datasets. Hence, pre-analytical choices had variable effects on kidney-RNAs-analyzing kidney-RNAs complemented global correlation, which could fade differences in some relevant RNAs. Replicating prior DKD-marker results and discovery of candidate reference mRNAs encourages further uEV biomarker studies.
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Affiliation(s)
- Karina Barreiro
- Institute for Molecular Medicine Finland FIMM, HiLIFE, University of Helsinki, 00290 Helsinki, Finland
- Institute for Molecular Medicine Finland FIMM, EV and HiPREP Core, University of Helsinki, 00290 Helsinki, Finland
| | - Om Prakash Dwivedi
- Institute for Molecular Medicine Finland FIMM, HiLIFE, University of Helsinki, 00290 Helsinki, Finland
| | - Antti Rannikko
- Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, 00290 Helsinki, Finland
- Department of Urology, University of Helsinki, Helsinki University Hospital, 00290 Helsinki, Finland
| | - Harry Holthöfer
- Institute for Molecular Medicine Finland FIMM, HiLIFE, University of Helsinki, 00290 Helsinki, Finland
- III Department of Medicine, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Tiinamaija Tuomi
- Institute for Molecular Medicine Finland FIMM, HiLIFE, University of Helsinki, 00290 Helsinki, Finland
- Lund University Diabetes Centre, Department of Clinical Sciences, Lund University, 214 28 Malmö, Sweden
- Folkhälsan Institute of Genetics, Folkhälsan Research Center, 00290 Helsinki, Finland
- Endocrinology, Abdominal Centre, Helsinki University Hospital, 00029 Helsinki, Finland
| | - Per-Henrik Groop
- Folkhälsan Institute of Genetics, Folkhälsan Research Center, 00290 Helsinki, Finland
- Department of Nephrology, University of Helsinki, Helsinki University Hospital, 00290 Helsinki, Finland
- Research Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki, 00290 Helsinki, Finland
- Department of Diabetes, Central Clinical School, Monash University, Melbourne, VIC 3800, Australia
| | - Maija Puhka
- Institute for Molecular Medicine Finland FIMM, HiLIFE, University of Helsinki, 00290 Helsinki, Finland
- Institute for Molecular Medicine Finland FIMM, EV and HiPREP Core, University of Helsinki, 00290 Helsinki, Finland
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2
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Zheng Q, Reid G, Eccles MR, Stayner C. Non-coding RNAs as potential biomarkers and therapeutic targets in polycystic kidney disease. Front Physiol 2022; 13:1006427. [PMID: 36203940 PMCID: PMC9531119 DOI: 10.3389/fphys.2022.1006427] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 08/31/2022] [Indexed: 11/17/2022] Open
Abstract
Polycystic kidney disease (PKD) is a significant cause of end-stage kidney failure and there are few effective drugs for treating this inherited condition. Numerous aberrantly expressed non-coding RNAs (ncRNAs), particularly microRNAs (miRNAs), may contribute to PKD pathogenesis by participating in multiple intracellular and intercellular functions through post-transcriptional regulation of protein-encoding genes. Insights into the mechanisms of miRNAs and other ncRNAs in the development of PKD may provide novel therapeutic strategies. In this review, we discuss the current knowledge about the roles of dysregulated miRNAs and other ncRNAs in PKD. These roles involve multiple aspects of cellular function including mitochondrial metabolism, proliferation, cell death, fibrosis and cell-to-cell communication. We also summarize the potential application of miRNAs as biomarkers or therapeutic targets in PKD, and briefly describe strategies to overcome the challenges of delivering RNA to the kidney, providing a better understanding of the fundamental advances in utilizing miRNAs and other non-coding RNAs to treat PKD.
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Mahtal N, Lenoir O, Tinel C, Anglicheau D, Tharaux PL. MicroRNAs in kidney injury and disease. Nat Rev Nephrol 2022; 18:643-662. [PMID: 35974169 DOI: 10.1038/s41581-022-00608-6] [Citation(s) in RCA: 62] [Impact Index Per Article: 31.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/11/2022] [Indexed: 11/09/2022]
Abstract
MicroRNAs (miRNAs) are small non-coding RNAs that regulate gene expression by degrading or repressing the translation of their target messenger RNAs. As miRNAs are critical regulators of cellular homeostasis, their dysregulation is a crucial component of cell and organ injury. A substantial body of evidence indicates that miRNAs are involved in the pathophysiology of acute kidney injury (AKI), chronic kidney disease and allograft damage. Different subsets of miRNAs are dysregulated during AKI, chronic kidney disease and allograft rejection, which could reflect differences in the physiopathology of these conditions. miRNAs that have been investigated in AKI include miR-21, which has an anti-apoptotic role, and miR-214 and miR-668, which regulate mitochondrial dynamics. Various miRNAs are downregulated in diabetic kidney disease, including the miR-30 family and miR-146a, which protect against inflammation and fibrosis. Other miRNAs such as miR-193 and miR-92a induce podocyte dedifferentiation in glomerulonephritis. In transplantation, miRNAs have been implicated in allograft rejection and injury. Further work is needed to identify and validate miRNAs as biomarkers of graft function and of kidney disease development and progression. Use of combinations of miRNAs together with other molecular markers could potentially improve diagnostic or predictive power and facilitate clinical translation. In addition, targeting specific miRNAs at different stages of disease could be a promising therapeutic strategy.
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Affiliation(s)
- Nassim Mahtal
- Paris Cardiovascular Research Center - PARCC, Inserm, Université Paris Cité, Paris, France
| | - Olivia Lenoir
- Paris Cardiovascular Research Center - PARCC, Inserm, Université Paris Cité, Paris, France.
| | - Claire Tinel
- Service de Néphrologie et Transplantation Adulte, Hôpital Necker-Enfants Malades, Université Paris Cité, Assistance Publique-Hôpitaux de Paris, Paris, France.,Institut Necker-Enfants Malades, Inserm, Université Paris Cité, Paris, France
| | - Dany Anglicheau
- Service de Néphrologie et Transplantation Adulte, Hôpital Necker-Enfants Malades, Université Paris Cité, Assistance Publique-Hôpitaux de Paris, Paris, France.,Institut Necker-Enfants Malades, Inserm, Université Paris Cité, Paris, France
| | - Pierre-Louis Tharaux
- Paris Cardiovascular Research Center - PARCC, Inserm, Université Paris Cité, Paris, France.
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Askari H, Raeis-Abdollahi E, Abazari MF, Akrami H, Vakili S, Savardashtaki A, Tajbakhsh A, Sanadgol N, Azarnezhad A, Rahmati L, Abdullahi PR, Zare Karizi S, Safarpour AR. Recent findings on the role of microRNAs in genetic kidney diseases. Mol Biol Rep 2022; 49:7039-7056. [PMID: 35717474 DOI: 10.1007/s11033-022-07620-w] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Accepted: 05/19/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND MicroRNAs (miRNAs) are non-coding, endogenous, single-stranded, small (21-25 nucleotides) RNAs. Various target genes at the post-transcriptional stage are modulated by miRNAs that are involved in the regulation of a variety of biological processes such as embryonic development, differentiation, proliferation, apoptosis, inflammation, and metabolic homeostasis. Abnormal miRNA expression is strongly associated with the pathogenesis of multiple common human diseases including cardiovascular diseases, cancer, hepatitis, and metabolic diseases. METHODS AND RESULTS Various signaling pathways including transforming growth factor-β, apoptosis, and Wnt signaling pathways have also been characterized to play an essential role in kidney diseases. Most importantly, miRNA-targeted pharmaceutical manipulation has represented a promising new therapeutic approach against kidney diseases. Furthermore, miRNAs such as miR-30e-5p, miR-98-5p, miR-30d-5p, miR-30a-5p, miR-194-5p, and miR-192-5p may be potentially employed as biomarkers for various human kidney diseases. CONCLUSIONS A significant correlation has also been found between some miRNAs and the clinical markers of renal function like baseline estimated glomerular filtration rate (eGFR). Classification of miRNAs in different genetic renal disorders may promote discoveries in developing innovative therapeutic interventions and treatment tools. Herein, the recent advances in miRNAs associated with renal pathogenesis, emphasizing genetic kidney diseases and development, have been summarized.
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Affiliation(s)
- Hassan Askari
- Gastroenterohepatology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Ehsan Raeis-Abdollahi
- Applied Physiology Research Center, Qom Medical Sciences, Islamic Azad University, Qom, Iran.,Department of Basic Medical Sciences, Faculty of Medicine, Qom Medical Sciences, Islamic Azad University, Qom, Iran
| | - Mohammad Foad Abazari
- Research Center for Clinical Virology, Tehran University of Medical Sciences, Tehran, Iran
| | - Hassan Akrami
- Gastroenterohepatology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Sina Vakili
- Infertility Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Amir Savardashtaki
- Infertility Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.,Department of Medical Biotechnology, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Amir Tajbakhsh
- Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Nima Sanadgol
- Institute of Neuroanatomy, RWTH University Hospital Aachen, 52074, Aachen, Germany
| | - Asaad Azarnezhad
- Liver and Digestive Research Center, Research Institute for Health Development, Kurdistan University of Medical Sciences, Sanandaj, Iran
| | - Leila Rahmati
- Gastroenterohepatology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Payman Raise Abdullahi
- Neuroscience Research Center, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Shohreh Zare Karizi
- Department of Biology, Varamin Pishva Branch, Islamic Azad University, Pishva, Varamin, Iran.
| | - Ali Reza Safarpour
- Gastroenterohepatology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.
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Fragiadaki M. Lessons from microRNA biology: Top key cellular drivers of Autosomal Dominant Polycystic Kidney Disease. Biochim Biophys Acta Mol Basis Dis 2022; 1868:166358. [PMID: 35150832 DOI: 10.1016/j.bbadis.2022.166358] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 02/02/2022] [Accepted: 02/03/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND Numerous microRNAs (miRs), small RNAs that target several pathways, have been implicated in the development of Autosomal Dominant Polycystic Kidney Disease (ADPKD), which is the most common genetic cause of kidney failure. The hallmark of ADPKD is tissue overgrowth and hyperproliferation, eventually leading to kidney failure. SCOPE OF THE REVIEW Many miRs are dysregulated in disease, yet the intracellular pathways regulated by miRs are less well described in ADPKD. Here, I summarise all the differentially expressed miRs in ADPKD and highlight the top miR-regulated cellular driver of disease. MAJOR CONCLUSIONS Literature review has identified 53 abnormally expressed miRs in ADPKD. By performing bioinformatics analysis of their target genes I present 10 key intracellular pathways that drive ADPKD progression. The top key drivers are divided into three main areas: (i) hyperproliferation and the role of JAK/STAT and PI3K pathways (ii) DNA damage and (iii) inflammation and NFκB. GENERAL SIGNIFICANCE The description of the 10 top cellular drivers of ADPKD, derived by analysis of miR signatures, is of paramount importance in better understanding the key processes resulting in pathophysiological changes that underlie disease.
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Affiliation(s)
- Maria Fragiadaki
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, S10 2RX, United Kingdom of Great Britain and Northern Ireland.
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6
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Expression profile of microRNAs may be promising in diagnosis of proliferative diabetic retinopathy: an Egyptian study. Int J Diabetes Dev Ctries 2022. [DOI: 10.1007/s13410-022-01044-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
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7
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Ruiz-Manriquez LM, Ledesma Pacheco SJ, Medina-Gomez D, Uriostegui-Pena AG, Estrada-Meza C, Bandyopadhyay A, Pathak S, Banerjee A, Chakraborty S, Srivastava A, Paul S. A Brief Review on the Regulatory Roles of MicroRNAs in Cystic Diseases and Their Use as Potential Biomarkers. Genes (Basel) 2022; 13:genes13020191. [PMID: 35205236 PMCID: PMC8872411 DOI: 10.3390/genes13020191] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 12/16/2021] [Accepted: 12/20/2021] [Indexed: 02/04/2023] Open
Abstract
miRNAs are small endogenous conserved non-coding RNA molecules that regulate post-transcriptional gene expression through mRNA degradation or translational inhibition, modulating nearly 60% of human genes. Cystic diseases are characterized by the presence of abnormal fluid-filled sacs in the body, and though most cysts are benign, they can grow inside tumors and turn malignant. Recent evidence has revealed that the aberrant expression of a number of miRNAs present in extracellular fluids, including plasma or serum, urine, saliva, follicular fluid, and semen, contribute to different cystic pathologies. This review aims to describe the role of different miRNAs in three worldwide relevant cystic diseases: polycystic ovarian syndrome (PCOS), polycystic kidney disease (PKD), and pancreatic cyst tumors (PCTs), as well as their potential use as novel biomarkers.
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Affiliation(s)
- Luis M. Ruiz-Manriquez
- Tecnologico de Monterrey, School of Engineering and Sciences, Campus Queretaro, Av. Epigmenio Gonzalez, No. 500 Fracc. San Pablo, Queretaro 76130, Mexico; (L.M.R.-M.); (S.J.L.P.); (D.M.-G.); (A.G.U.-P.); (C.E.-M.)
| | - Schoenstatt Janin Ledesma Pacheco
- Tecnologico de Monterrey, School of Engineering and Sciences, Campus Queretaro, Av. Epigmenio Gonzalez, No. 500 Fracc. San Pablo, Queretaro 76130, Mexico; (L.M.R.-M.); (S.J.L.P.); (D.M.-G.); (A.G.U.-P.); (C.E.-M.)
| | - Daniel Medina-Gomez
- Tecnologico de Monterrey, School of Engineering and Sciences, Campus Queretaro, Av. Epigmenio Gonzalez, No. 500 Fracc. San Pablo, Queretaro 76130, Mexico; (L.M.R.-M.); (S.J.L.P.); (D.M.-G.); (A.G.U.-P.); (C.E.-M.)
| | - Andrea G. Uriostegui-Pena
- Tecnologico de Monterrey, School of Engineering and Sciences, Campus Queretaro, Av. Epigmenio Gonzalez, No. 500 Fracc. San Pablo, Queretaro 76130, Mexico; (L.M.R.-M.); (S.J.L.P.); (D.M.-G.); (A.G.U.-P.); (C.E.-M.)
| | - Carolina Estrada-Meza
- Tecnologico de Monterrey, School of Engineering and Sciences, Campus Queretaro, Av. Epigmenio Gonzalez, No. 500 Fracc. San Pablo, Queretaro 76130, Mexico; (L.M.R.-M.); (S.J.L.P.); (D.M.-G.); (A.G.U.-P.); (C.E.-M.)
| | - Anindya Bandyopadhyay
- C4 Rice Center, International Rice Research Institute, Manila 4031, Philippines;
- Synthetic Biology, Biofuel and Genome Editing R&D, Reliance Industries Ltd., Navi Mumbai 400701, India
| | - Surajit Pathak
- Department of Medical Biotechnology, Chettinad Academy of Research and Education (CARE), Chettinad Hospital and Research Institute (CHRI), Faculty of Allied Health Sciences, Chennai 603103, India; (S.P.); (A.B.)
| | - Antara Banerjee
- Department of Medical Biotechnology, Chettinad Academy of Research and Education (CARE), Chettinad Hospital and Research Institute (CHRI), Faculty of Allied Health Sciences, Chennai 603103, India; (S.P.); (A.B.)
| | - Samik Chakraborty
- Division of Nephrology, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115, USA;
| | - Aashish Srivastava
- Department of Clinical Science, University of Bergen, 5021 Bergen, Norway;
| | - Sujay Paul
- Tecnologico de Monterrey, School of Engineering and Sciences, Campus Queretaro, Av. Epigmenio Gonzalez, No. 500 Fracc. San Pablo, Queretaro 76130, Mexico; (L.M.R.-M.); (S.J.L.P.); (D.M.-G.); (A.G.U.-P.); (C.E.-M.)
- Correspondence:
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8
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A Brief Review on the Regulatory Roles of MicroRNAs in Cystic Diseases and Their Use as Potential Biomarkers. Genes (Basel) 2022; 13:191. [PMID: 35205236 PMCID: PMC8872411 DOI: 10.3390/genes13020191&set/a 867452130+949943291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2023] Open
Abstract
miRNAs are small endogenous conserved non-coding RNA molecules that regulate post-transcriptional gene expression through mRNA degradation or translational inhibition, modulating nearly 60% of human genes. Cystic diseases are characterized by the presence of abnormal fluid-filled sacs in the body, and though most cysts are benign, they can grow inside tumors and turn malignant. Recent evidence has revealed that the aberrant expression of a number of miRNAs present in extracellular fluids, including plasma or serum, urine, saliva, follicular fluid, and semen, contribute to different cystic pathologies. This review aims to describe the role of different miRNAs in three worldwide relevant cystic diseases: polycystic ovarian syndrome (PCOS), polycystic kidney disease (PKD), and pancreatic cyst tumors (PCTs), as well as their potential use as novel biomarkers.
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9
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A Brief Review on the Regulatory Roles of MicroRNAs in Cystic Diseases and Their Use as Potential Biomarkers. Genes (Basel) 2022. [DOI: 10.3390/genes13020191
expr 889616206 + 938882164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2023] Open
Abstract
miRNAs are small endogenous conserved non-coding RNA molecules that regulate post-transcriptional gene expression through mRNA degradation or translational inhibition, modulating nearly 60% of human genes. Cystic diseases are characterized by the presence of abnormal fluid-filled sacs in the body, and though most cysts are benign, they can grow inside tumors and turn malignant. Recent evidence has revealed that the aberrant expression of a number of miRNAs present in extracellular fluids, including plasma or serum, urine, saliva, follicular fluid, and semen, contribute to different cystic pathologies. This review aims to describe the role of different miRNAs in three worldwide relevant cystic diseases: polycystic ovarian syndrome (PCOS), polycystic kidney disease (PKD), and pancreatic cyst tumors (PCTs), as well as their potential use as novel biomarkers.
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10
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Non-Coding RNAs in Hereditary Kidney Disorders. Int J Mol Sci 2021; 22:ijms22063014. [PMID: 33809516 PMCID: PMC7998154 DOI: 10.3390/ijms22063014] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 03/10/2021] [Accepted: 03/12/2021] [Indexed: 12/17/2022] Open
Abstract
Single-gene defects have been revealed to be the etiologies of many kidney diseases with the recent advances in molecular genetics. Autosomal dominant polycystic kidney disease (ADPKD), as one of the most common inherited kidney diseases, is caused by mutations of PKD1 or PKD2 gene. Due to the complexity of pathophysiology of cyst formation and progression, limited therapeutic options are available. The roles of noncoding RNAs in development and disease have gained widespread attention in recent years. In particular, microRNAs in promoting PKD progression have been highlighted. The dysregulated microRNAs modulate cyst growth through suppressing the expression of PKD genes and regulating cystic renal epithelial cell proliferation, mitochondrial metabolism, apoptosis and autophagy. The antagonists of microRNAs have emerged as potential therapeutic drugs for the treatment of ADPKD. In addition, studies have also focused on microRNAs as potential biomarkers for ADPKD and other common hereditary kidney diseases, including HNF1β-associated kidney disease, Alport syndrome, congenital abnormalities of the kidney and urinary tract (CAKUT), von Hippel-Lindau (VHL) disease, and Fabry disease. This review assembles the current understanding of the non-coding RNAs, including microRNAs and long noncoding RNAs, in polycystic kidney disease and these common monogenic kidney diseases.
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11
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Ambattu LA, Ramesan S, Dekiwadia C, Hanssen E, Li H, Yeo LY. High frequency acoustic cell stimulation promotes exosome generation regulated by a calcium-dependent mechanism. Commun Biol 2020; 3:553. [PMID: 33020585 PMCID: PMC7536404 DOI: 10.1038/s42003-020-01277-6] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Accepted: 09/07/2020] [Indexed: 02/07/2023] Open
Abstract
Exosomes are promising disease diagnostic markers and drug delivery vehicles, although their use in practice is limited by insufficient homogeneous quantities that can be produced. We reveal that exposing cells to high frequency acoustic irradiation stimulates their generation without detriment to cell viability by exploiting their innate membrane repair mechanism, wherein the enhanced recruitment of calcium ions from the extracellular milieu into the cells triggers an ESCRT pathway known to orchestrate exosomal production. Given the high post-irradiation cell viabilities (≈95%), we are able to recycle the cells through iterative irradiation and post-excitation incubation steps, which facilitate high throughput production of a homogeneous population of exosomes-a particular challenge for translating exosome therapy into clinical practice. In particular, we show that approximately eight- to ten-fold enrichment in the number of exosomes produced can be achieved with just 7 cycles over 280 mins, equivalent to a yield of around 1.7-2.1-fold/h.
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Affiliation(s)
- Lizebona August Ambattu
- Micro/Nanophysics Research Laboratory, School of Engineering, RMIT University, Melbourne, VIC, 3000, Australia
| | - Shwathy Ramesan
- Micro/Nanophysics Research Laboratory, School of Engineering, RMIT University, Melbourne, VIC, 3000, Australia
| | - Chaitali Dekiwadia
- RMIT Microscopy and Microanalysis Facility, RMIT University, Melbourne, VIC, 3000, Australia
| | - Eric Hanssen
- Advanced Microscopy Facility, Bio21 Molecular Science & Biotechnology Institute, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - Haiyan Li
- School of Biomedical Engineering & Med-X Research Institute, Shanghai Jiao Tong University, Shanghai, 200030, China
| | - Leslie Y Yeo
- Micro/Nanophysics Research Laboratory, School of Engineering, RMIT University, Melbourne, VIC, 3000, Australia.
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12
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Abstract
Important advances have been made regarding the diagnosis and management of polycystic kidney diseases. Care of patients with polycystic kidney diseases has moved beyond supportive care for complications and chronic kidney disease to new potentially disease-modifying therapies. Recently, the role of noncoding RNAs, in particular microRNAs, has been described in polycystic kidney diseases. microRNAs are involved in the regulation of gene expression, in which PKD1, PKD2, and other genes that contribute to the pathogenesis of polycystic kidney diseases are considerable participants. Seminal studies have highlighted the potential importance of microRNAs as new therapeutic targets and innovative diagnostic and/or prognostic biomarkers. Furthermore, an anti-miR-17 drug has advanced through preclinical autosomal dominant polycystic disease studies, and an anti-miR-21 drug has already cleared a phase 1 clinical trial. Most probably, new drugs in the microRNA research field will be yielded as a result of ongoing and planned therapeutic trials. To provide a foundation for understanding microRNA functions as a disease-modifying therapeutic drug in novel targeted therapies, in this narrative review we present an overview of the current knowledge of microRNAs in the pathogenesis of polycystic kidney diseases.
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Affiliation(s)
| | - Liangzhong Sun
- Address for Correspondence: Liangzhong Sun, PhD, Department of Pediatrics, Nanfang Hospital, Southern Medical University, No. 1838, North Road, Guangzhou Avenue, Baiyun District, Guangzhou 510515, Guangdong Province, China.
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13
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Wang L, Lin J, Yu T, Zuo Q, Shen B, Zhang H, Liu B, Cai D, Mao H, Zhao H, Zou Q, Xiao B. Identification of plasma miR-106a-5p and miR-30a-5p as potential biomarkers for mesangial proliferative glomerulonephritis. Clin Biochem 2020; 84:79-86. [PMID: 32673627 DOI: 10.1016/j.clinbiochem.2020.07.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Revised: 07/01/2020] [Accepted: 07/06/2020] [Indexed: 12/21/2022]
Abstract
BACKGROUND Although stable microRNAs (miRNAs) are present in human peripheral blood and have been considered as novel biomarkers for various diseases. But there is little research about miRNAs as biomarkers of mesangial proliferative glomerulonephritis (MsPGN). This study aimed to identify whether there exist disordered circulating miRNAs that can function as biomarkers for MsPGN disease activity. METHODS The candidate miRNAs were validated in 70 MsPGN patients and 70 healthy controls by quantitative real-time PCR (RT-qPCR). The specificity and sensitivity of the miRNA panel was assessed by receiver operating characteristic (ROC) curves. In addition, the candidate miRNA levels were measured in the different MsPGN progression and in the membranous nephropathy (MN) patients and the hypothetical role of the candidate miRNA on mesangial cell proliferation was analysed. Situ hybridization was performed to examine the candidate miRNA levels in the glomerulus. RESULTS These results showed that miR-106a-5p and miR-30a-5p were highly expressed in MsPGN patients compared with healthy controls and could discriminate MsPGN from healthy controls with an area under the ROC curve (AUC) of 0.93. In addition, the two miRNAs were not only higher in moderate and severe MsPGN patients, but could distinguish MsPGN from MN. We also observed a decreased expression in MsPGN regression group after treatment. Plasma miR-106a-5p level was positively correlated with estimated glomerular filtration rate (eGFR). Furthermore, the two miRNAs were highly expressed in MsPGN glomerulus and their overexpression could prompt mesangial cell proliferation. CONCLUSION Plasma miR-30a-5p and miR-106a-5p can serve as novel and potential diagnostic biomarkers for MsPGN.
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Affiliation(s)
- Lina Wang
- Department of Clinical and Military Laboratory Medicine, College of Medical Laboratory Science, Army Medical University, Chongqing 400038, China
| | - Jie Lin
- Department of Clinical Laboratory, The 904th Hospital of The People's Liberation Army, Wuxi 214044, China
| | - Ting Yu
- Department of Clinical Laboratory, The 89th Hospital of The People's Liberation Army, WeiFang 261000, China
| | - Qianfei Zuo
- National Engineering Research Center of Immunological Products, Department of Microbiology and Biochemical Pharmacy, College of Pharmacy, Army Medical University, Chongqing 400038, China
| | - Bingbing Shen
- Department of Kidney, Southwest Hospital, Army Medical University, Chongqing 400038, China
| | - Huhai Zhang
- Department of Kidney, Southwest Hospital, Army Medical University, Chongqing 400038, China
| | - Baolian Liu
- Department of Kidney, Southwest Hospital, Army Medical University, Chongqing 400038, China
| | - Dongping Cai
- Department of Clinical Laboratory, The 904th Hospital of The People's Liberation Army, Wuxi 214044, China
| | - Hui Mao
- Department of Clinical Laboratory, The 904th Hospital of The People's Liberation Army, Wuxi 214044, China
| | - Hongwen Zhao
- Department of Kidney, Southwest Hospital, Army Medical University, Chongqing 400038, China.
| | - Quanming Zou
- National Engineering Research Center of Immunological Products, Department of Microbiology and Biochemical Pharmacy, College of Pharmacy, Army Medical University, Chongqing 400038, China.
| | - Bin Xiao
- National Engineering Research Center of Immunological Products, Department of Microbiology and Biochemical Pharmacy, College of Pharmacy, Army Medical University, Chongqing 400038, China; College of Pharmacy, Chongqing Medical University, Chongqing 400016, China.
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14
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Muñoz JJ, Anauate AC, Amaral AG, Ferreira FM, Meca R, Ormanji MS, Boim MA, Onuchic LF, Heilberg IP. Identification of housekeeping genes for microRNA expression analysis in kidney tissues of Pkd1 deficient mouse models. Sci Rep 2020; 10:231. [PMID: 31937827 PMCID: PMC6959247 DOI: 10.1038/s41598-019-57112-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Accepted: 12/21/2019] [Indexed: 12/11/2022] Open
Abstract
Polycystic kidney disease is a complex clinical entity which comprises a group of genetic diseases that leads to renal cyst development. We evaluated the most suitable housekeeping genes for microRNA expression by RT-qPCR analyses of kidney tissues in Pkd1-deficient mouse models from a panel of five candidates genes (miR-20a, miR-25, miR-26a, miR-191 and U6) and 3 target genes (miR-17, miR-21 and let-7a) using samples from kidneys of cystic mice (Pkd1flox/flox:Nestincre, CY), non-cystic controls (Pkd1flox/flox, NC), Pkd1-haploinsufficient (Pkd1+/−, HT), wild-type controls (Pkd1+/+, WT), severely cystic mice (Pkd1V/V, SC), wild-type controls (CO). The stability of the candidate genes was investigated using NormFinder, GeNorm, BestKeeper, DataAssist, and RefFinder software packages and the comparative ΔCt method. The analyses identified miR-26a as the most stable housekeeping gene for all kidney samples, miR-20a for CY and NC, miR-20a and miR-26a for HT and WT, and miR-25 and miR-26a for SC and CO. Expression of miR-21 was upregulated in SC compared to CO and trends of miR-21 upregulation and let-7a downregulation in CY and HT compared to its control kidneys, when normalized by different combinations of miR-20a, miR-25 and miR-26a. Our findings established miR-20a, miR-25, and miR-26a as the best housekeeping genes for miRNA expression analyses by RT-qPCR in kidney tissues of Pkd1-deficient mouse models.
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Affiliation(s)
- J J Muñoz
- Nephrology Division, Department of Medicine, Universidade Federal de São Paulo, São Paulo, Brazil
| | - A C Anauate
- Nephrology Division, Department of Medicine, Universidade Federal de São Paulo, São Paulo, Brazil
| | - A G Amaral
- Divisions of Molecular Medicine and Nephrology, University of São Paulo School of Medicine, São Paulo, Brazil
| | - F M Ferreira
- Laboratory of Immunology, Heart Institute, University of São Paulo School of Medicine, São Paulo, Brazil
| | - R Meca
- Nephrology Division, Department of Medicine, Universidade Federal de São Paulo, São Paulo, Brazil
| | - M S Ormanji
- Nephrology Division, Department of Medicine, Universidade Federal de São Paulo, São Paulo, Brazil
| | - M A Boim
- Nephrology Division, Department of Medicine, Universidade Federal de São Paulo, São Paulo, Brazil
| | - L F Onuchic
- Divisions of Molecular Medicine and Nephrology, University of São Paulo School of Medicine, São Paulo, Brazil
| | - I P Heilberg
- Nephrology Division, Department of Medicine, Universidade Federal de São Paulo, São Paulo, Brazil.
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15
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Lam VC, Folkersen L, Aguilar OA, Lanier LL. KLF12 Regulates Mouse NK Cell Proliferation. THE JOURNAL OF IMMUNOLOGY 2019; 203:981-989. [PMID: 31300511 DOI: 10.4049/jimmunol.1900396] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Accepted: 06/17/2019] [Indexed: 12/20/2022]
Abstract
NK cells are innate lymphocytes that play an integral role in tumor rejection and viral clearance. Unlike their other lymphocyte counterparts, NK cells have the unique ability to recognize and lyse target cells without prior exposure. However, there are no known NK cell-specific genes that are exclusively expressed by all NK cells. Therefore, identification of NK cell-specific genes would allow a better understanding of why NK cells are unique cytotoxic lymphocytes. From the Immunological Genome (ImmGen) Consortium studies, we identified kruppel-like factor 12 (Klf12), encoding a novel transcription factor, preferentially expressed in C57BL/6 mouse NK cells. KLF12 was dispensable for NK cell development, IFN-γ production, degranulation, and proliferation in Klf12 knockout mice. RNA-sequencing analysis revealed increased expression of Btg3, an antiproliferative gene, in KLF12-deficient NK cells compared with wild-type NK cells. Interestingly, competitive mixed bone marrow chimeric mice exhibited reduced development of KLF12-deficient NK cells, altered IFN-γ production and degranulation, and impairment of NK cell proliferation in vitro and in vivo in response to mouse CMV infection. KLF12-deficient NK cells from bone marrow chimeric mice also expressed higher levels of the IL-21R, which resulted in increased IL-21R signaling and correlated with greater inhibition of NK cell proliferation. Furthermore, IL-21 induced Btg3 expression, which correlated with arrested NK cell maturation and proliferation. In summary, we found that KLF12 regulates mouse NK cell proliferation potentially by regulating expression of Btg3 via IL-21.
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Affiliation(s)
- Viola C Lam
- Biomedical Sciences Graduate Program, University of California San Francisco, San Francisco, CA 94143.,Department of Microbiology and Immunology, University of California San Francisco, San Francisco, CA 94143
| | - Lasse Folkersen
- Sankt Hans Hospital, Capital Region Hospitals, DK 2000 Copenhagen, Denmark; and
| | - Oscar A Aguilar
- Department of Microbiology and Immunology, University of California San Francisco, San Francisco, CA 94143.,Parker Institute for Cancer Immunotherapy, San Francisco, CA 94129
| | - Lewis L Lanier
- Department of Microbiology and Immunology, University of California San Francisco, San Francisco, CA 94143; .,Parker Institute for Cancer Immunotherapy, San Francisco, CA 94129
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16
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Li S, Zhang J, Tan X, Deng J, Li Y, Piao Y, Li C, Yang W, Mo W, Sun J, Sun F, Han T, Wang J, Kuang W, Li C. Microarray expression profile of circular RNAs and mRNAs in children with systemic lupus erythematosus. Clin Rheumatol 2019; 38:1339-1350. [PMID: 30628013 DOI: 10.1007/s10067-018-4392-8] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Revised: 11/18/2018] [Accepted: 11/30/2018] [Indexed: 12/11/2022]
Abstract
BACKGROUND Recently, it was reported that circular RNAs (circRNAs) play the crucial role in many physiological and biological processes and can be used as biomarkers. However, the information about circRNAs in children with systemic lupus erythematosus (SLE) is limited. The aim of this study is to determine the expression of circRNAs in children with SLE and investigate the significance of circRNA for diagnosing SLE. METHODS Microarray profile of circRNAs and mRNAs was performed for identifying the changes in expression of circRNAs and mRNAs between children with SLE and healthy children. Quantitative polymerase chain reaction (qPCR) was used to confirm the results. Spearman correlation test was performed to assess the correlation between circRNAs and clinical variables. The receiver operating characteristic (ROC) curve was calculated for evaluating the diagnostic value. RESULTS A comparison between the children with SLE and healthy children revealed that 348 circRNAs and 1162 mRNAs were expressed differentially. The authors constructed a complex circRNA target network consisting of 307 matched circRNA-mRNA pairs for 124 differentially expressed circRNAs (74 circRNAs were upregulated, and 50 circRNAs were downregulated) and 142 differentially expressed mRNAs (83 mRNAs were upregulated, and 59 mRNAs were downregulated) by using gene co-expression network analysis. The competing for endogenous RNA (ceRNA) network includes 42 differentially expressed circRNAs, 41 differentially expressed mRNAs, and 71 predicted miRNAs. Among these SLE patients, we detected that the hsa_circ_0021372 and hsa_circ_0075699 levels are associated with C3 and C4 levels in children with SLE. The hsa_circ_0057762 level is positively associated with the SLEDAI-2K score. The ROC curves of circRNAs showed that the levels of hsa_circ_0057762 (AUC 0.804, 95% CI 0.607-1.0, P = 0.02) and hsa_circ_0003090 (AUC 0.848, 95% CI 0.688-1.0, P = 0.008) could differentiate the patients with SLE from the healthy controls. CONCLUSIONS We firstly characterized the expression profiles of circRNA and mRNA in children with SLE and propose herein their possible roles in the pathogenesis of SLE. These results provide novel insight into the mechanisms of SLE pathogenesis, and circRNAs may serve as useful biomarkers for SLE.
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Affiliation(s)
- Shipeng Li
- Department of Rheumatology and Immunology, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Nan Li Shi Road No. 56, Beijing, 100045, China
| | - Junmei Zhang
- Department of Rheumatology and Immunology, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Nan Li Shi Road No. 56, Beijing, 100045, China
| | - Xiaohua Tan
- Department of Rheumatology and Immunology, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Nan Li Shi Road No. 56, Beijing, 100045, China
| | - Jianghong Deng
- Department of Rheumatology and Immunology, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Nan Li Shi Road No. 56, Beijing, 100045, China
| | - Yan Li
- Department of Rheumatology and Immunology, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Nan Li Shi Road No. 56, Beijing, 100045, China
| | - Yurong Piao
- Department of Rheumatology and Immunology, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Nan Li Shi Road No. 56, Beijing, 100045, China
| | - Chao Li
- Department of Rheumatology and Immunology, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Nan Li Shi Road No. 56, Beijing, 100045, China
| | - Wenxu Yang
- Department of Rheumatology and Immunology, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Nan Li Shi Road No. 56, Beijing, 100045, China
| | - Wenxiu Mo
- Department of Rheumatology and Immunology, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Nan Li Shi Road No. 56, Beijing, 100045, China
| | - Jiapeng Sun
- Department of Rheumatology and Immunology, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Nan Li Shi Road No. 56, Beijing, 100045, China
| | - Fei Sun
- Department of Rheumatology and Immunology, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Nan Li Shi Road No. 56, Beijing, 100045, China
| | - Tongxin Han
- Department of Rheumatology and Immunology, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Nan Li Shi Road No. 56, Beijing, 100045, China
| | - Jiang Wang
- Department of Rheumatology and Immunology, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Nan Li Shi Road No. 56, Beijing, 100045, China
| | - Weiying Kuang
- Department of Rheumatology and Immunology, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Nan Li Shi Road No. 56, Beijing, 100045, China
| | - Caifeng Li
- Department of Rheumatology and Immunology, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Nan Li Shi Road No. 56, Beijing, 100045, China.
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17
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Weimbs T, Shillingford JM, Torres J, Kruger SL, Bourgeois BC. Emerging targeted strategies for the treatment of autosomal dominant polycystic kidney disease. Clin Kidney J 2018; 11:i27-i38. [PMID: 30581563 PMCID: PMC6295603 DOI: 10.1093/ckj/sfy089] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2018] [Accepted: 08/27/2018] [Indexed: 12/25/2022] Open
Abstract
Autosomal dominant polycystic kidney disease (ADPKD) is a widespread genetic disease that leads to renal failure in the majority of patients. The very first pharmacological treatment, tolvaptan, received Food and Drug Administration approval in 2018 after previous approval in Europe and other countries. However, tolvaptan is moderately effective and may negatively impact a patient's quality of life due to potentially significant side effects. Additional and improved therapies are still urgently needed, and several clinical trials are underway, which are discussed in the companion paper Müller and Benzing (Management of autosomal-dominant polycystic kidney disease-state-of-the-art) Clin Kidney J 2018; 11: i2-i13. Here, we discuss new therapeutic avenues that are currently being investigated at the preclinical stage. We focus on mammalian target of rapamycin and dual kinase inhibitors, compounds that target inflammation and histone deacetylases, RNA-targeted therapeutic strategies, glucosylceramide synthase inhibitors, compounds that affect the metabolism of renal cysts and dietary restriction. We discuss tissue targeting to renal cysts of small molecules via the folate receptor, and of monoclonal antibodies via the polymeric immunoglobulin receptor. A general problem with potential pharmacological approaches is that the many molecular targets that have been implicated in ADPKD are all widely expressed and carry out important functions in many organs and tissues. Because ADPKD is a slowly progressing, chronic disease, it is likely that any therapy will have to continue over years and decades. Therefore, systemically distributed drugs are likely to lead to potentially prohibitive extra-renal side effects during extended treatment. Tissue targeting to renal cysts of such drugs is one potential way around this problem. The use of dietary, instead of pharmacological, interventions is another.
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Affiliation(s)
- Thomas Weimbs
- Department of Molecular, Cellular, and Developmental Biology; and Neuroscience Research Institute, University of California, Santa Barbara, CA, USA
| | - Jonathan M Shillingford
- Department of Internal Medicine, Division of Nephrology, University of Michigan, Ann Arbor, MI, USA
| | - Jacob Torres
- Department of Molecular, Cellular, and Developmental Biology; and Neuroscience Research Institute, University of California, Santa Barbara, CA, USA
| | - Samantha L Kruger
- Department of Molecular, Cellular, and Developmental Biology; and Neuroscience Research Institute, University of California, Santa Barbara, CA, USA
| | - Bryan C Bourgeois
- Department of Molecular, Cellular, and Developmental Biology; and Neuroscience Research Institute, University of California, Santa Barbara, CA, USA
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18
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Kim DY, Woo YM, Lee S, Oh S, Shin Y, Shin JO, Park EY, Ko JY, Lee EJ, Bok J, Yoo KH, Park JH. Impact of miR-192 and miR-194 on cyst enlargement through EMT in autosomal dominant polycystic kidney disease. FASEB J 2018; 33:2870-2884. [PMID: 30332302 DOI: 10.1096/fj.201800563rr] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Altered miRNA (miR) expression occurs in various diseases. However, the therapeutic effect of miRNAs in autosomal dominant polycystic kidney disease (ADPKD) is unclear. Genome-wide analyses of miRNA expression and DNA methylation status were conducted to identify crucial miRNAs in end-stage ADPKD. miR-192 and -194 levels were down-regulated with hypermethylation at these loci, mainly in the intermediate and late stages, not in the early stage, of cystogenesis, suggesting their potential impact on cyst expansion. Cyst expansion has been strongly associated with endothelial-mesenchymal transition (EMT). Zinc finger E-box-binding homeobox-2 and cadherin-2, which are involved in EMT, were directly regulated by miR-192 and -194. The therapeutic effect of miR-192 and -194 in vivo and in vitro were assessed. Restoring these miRs by injection of precursors influenced the reduced size of cysts in Pkd1 conditional knockout mice. miR-192 and -194 may act as potential therapeutic targets to control the expansion and progression of cysts in patients with ADPKD.-Kim, D. Y., Woo, Y. M., Lee, S., Oh, S., Shin, Y., Shin, J.-O., Park, E. Y., Ko, J. Y., Lee, E. J., Bok, J., Yoo, K. H., Park, J. H. Impact of miR-192 and miR-194 on cyst enlargement through EMT in autosomal dominant polycystic kidney disease.
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Affiliation(s)
- Do Yeon Kim
- Department of Biological Sciences, Sookmyung Women's University, Seoul, South Korea.,Research Institute of Women's Health, Sookmyung Women's University, Seoul, South Korea
| | - Yu Mi Woo
- Department of Biological Sciences, Sookmyung Women's University, Seoul, South Korea.,Research Institute of Women's Health, Sookmyung Women's University, Seoul, South Korea
| | - Sunyoung Lee
- Department of Biological Sciences, Sookmyung Women's University, Seoul, South Korea.,Research Institute of Women's Health, Sookmyung Women's University, Seoul, South Korea
| | - Sumin Oh
- Department of Biological Sciences, Sookmyung Women's University, Seoul, South Korea.,Research Institute of Women's Health, Sookmyung Women's University, Seoul, South Korea
| | - Yubin Shin
- Department of Biological Sciences, Sookmyung Women's University, Seoul, South Korea.,Research Institute of Women's Health, Sookmyung Women's University, Seoul, South Korea
| | - Jeong-Oh Shin
- Department of Anatomy, Yonsei University College of Medicine, Seoul, South Korea; and
| | - Eun Young Park
- Department of Biological Sciences, Sookmyung Women's University, Seoul, South Korea.,Research Institute of Women's Health, Sookmyung Women's University, Seoul, South Korea
| | - Je Yeong Ko
- Department of Biological Sciences, Sookmyung Women's University, Seoul, South Korea.,Research Institute of Women's Health, Sookmyung Women's University, Seoul, South Korea
| | - Eun Ji Lee
- Department of Biological Sciences, Sookmyung Women's University, Seoul, South Korea.,Research Institute of Women's Health, Sookmyung Women's University, Seoul, South Korea
| | - Jinwoong Bok
- Department of Anatomy, Yonsei University College of Medicine, Seoul, South Korea; and.,Department of Otorhinolaryngology, Yonsei University College of Medicine, Seoul, South Korea
| | - Kyung Hyun Yoo
- Department of Biological Sciences, Sookmyung Women's University, Seoul, South Korea.,Research Institute of Women's Health, Sookmyung Women's University, Seoul, South Korea
| | - Jong Hoon Park
- Department of Biological Sciences, Sookmyung Women's University, Seoul, South Korea.,Research Institute of Women's Health, Sookmyung Women's University, Seoul, South Korea
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