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Kealy L, Runting J, Thiele D, Scheer S. An emerging maestro of immune regulation: how DOT1L orchestrates the harmonies of the immune system. Front Immunol 2024; 15:1385319. [PMID: 38962004 PMCID: PMC11219580 DOI: 10.3389/fimmu.2024.1385319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 04/04/2024] [Indexed: 07/05/2024] Open
Abstract
The immune system comprises a complex yet tightly regulated network of cells and molecules that play a critical role in protecting the body from infection and disease. The activity and development of each immune cell is regulated in a myriad of ways including through the cytokine milieu, the availability of key receptors, via tailored intracellular signalling cascades, dedicated transcription factors and even by directly modulating gene accessibility and expression; the latter is more commonly known as epigenetic regulation. In recent years, epigenetic regulators have begun to emerge as key players involved in modulating the immune system. Among these, the lysine methyltransferase DOT1L has gained significant attention for its involvement in orchestrating immune cell formation and function. In this review we provide an overview of the role of DOT1L across the immune system and the implications of this role on health and disease. We begin by elucidating the general mechanisms of DOT1L-mediated histone methylation and its impact on gene expression within immune cells. Subsequently, we provide a detailed and comprehensive overview of recent studies that identify DOT1L as a crucial regulator of immune cell development, differentiation, and activation. Next, we discuss the potential mechanisms of DOT1L-mediated regulation of immune cell function and shed light on how DOT1L might be contributing to immune cell homeostasis and dysfunction. We then provide food for thought by highlighting some of the current obstacles and technical limitations precluding a more in-depth elucidation of DOT1L's role. Finally, we explore the potential therapeutic implications of targeting DOT1L in the context of immune-related diseases and discuss ongoing research efforts to this end. Overall, this review consolidates the current paradigm regarding DOT1L's role across the immune network and emphasises its critical role in governing the healthy immune system and its potential as a novel therapeutic target for immune-related diseases. A deeper understanding of DOT1L's immunomodulatory functions could pave the way for innovative therapeutic approaches which fine-tune the immune response to enhance or restore human health.
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Affiliation(s)
- Liam Kealy
- Immunity Program, The Biomedicine Discovery Institute, Monash University, Clayton, VIC, Australia
| | - Jessica Runting
- Immunity Program, The Biomedicine Discovery Institute, Monash University, Clayton, VIC, Australia
| | - Daniel Thiele
- Immunity Program, The Biomedicine Discovery Institute, Monash University, Clayton, VIC, Australia
| | - Sebastian Scheer
- Immunity Program, The Biomedicine Discovery Institute, Monash University, Clayton, VIC, Australia
- Department of Infection and Immunity, Luxembourg Institute of Health, Esch-sur-Alzette, Luxembourg
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2
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Song R, Yosypiv IV. Deletion of the prorenin receptor in the ureteric bud in mice inhibits Dot1/H3K79 pathway. Pediatr Res 2024; 95:1754-1757. [PMID: 38287105 PMCID: PMC11245383 DOI: 10.1038/s41390-024-03026-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 11/29/2023] [Accepted: 12/26/2023] [Indexed: 01/31/2024]
Abstract
BACKGROUND The prorenin receptor (PRR) plays a critical role in ureteric bud (UB) branching morphogenesis. DOT1 Like (DOT1L), a histone methyltransferase specific for Histone 3 lysine 79 (H3K79), is important for differentiation of the UB-derived renal collecting duct cells. In this study, we tested whether DOT1L/H3 dimethyl K79 (H3m2K79) are regulated by PRR deletion in the UB and UB-derived collecting ducts in the embryonic mouse kidneys. METHODS Mutant Hoxb7Cre+/PRRflox/flox (PRRUB-/-) and control PRRUB+/+, mice were studied on embryonic (E) day E17.5. DOT1L mRNA and protein expression in the kidney was examined by real-time qRT-PCR and immunohistochemistry, respectively. H3m2K79 protein expression was determined by immunohistochemistry and Western blot analysis. RESULTS DOT1L mRNA levels were decreased in mutant compared to control mice (0.68 ± 0.06 vs. 1.0 ± 0.01, p < 0.01). DOT1L and H3m2K79 immunostaining was reduced in the mutant vs. control kidneys (Dot1: 0.62 ± 0.03 vs. 1.0 ± 0.01, p < 0.05; H3m2K79: 0.64 ± 0.04 vs.1.1 ± 0.01. p < 0.05.). Western blot analysis revealed decreased H3m2K79 protein levels in mutant compared to control kidneys (1.0 ± 0.06 vs. 1.5 ± 0.02, p < 0.05). CONCLUSION Targeted deletion of the PRR in the UB and UB-derived collecting ducts results in reduced DOT1L gene/protein and H3m2K79 protein expression in the embryonic mouse metanephroi in vivo. IMPACT The role of histone methylation in mediating the effect of the prorenin receptor on the ureteric bud branching (UB) morphogenesis and urine acidification during kidney development is unknown. We demonstrate that histone H3 lysine (K) 79 dimethylation by methyltransferase Dot1 is reduced in the embryonic kidney of mice that lack the prorenin receptor in the UB lineage.
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Affiliation(s)
- Renfang Song
- Section of Pediatric Nephrology, Department of Pediatrics, Tulane University Health Sciences Center, New Orleans, LA, 70112, USA
| | - Ihor V Yosypiv
- Section of Pediatric Nephrology, Department of Pediatrics, Tulane University Health Sciences Center, New Orleans, LA, 70112, USA.
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3
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Wu ST, Feng Y, Song R, Qi Y, Li L, Lu D, Wang Y, Wu W, Morgan A, Wang X, Xia Y, Liu R, Alexander SI, Wong J, Zhang Y, Zheng X. Foxp1 Is Required for Renal Intercalated Cell Differentiation and Acid-Base Regulation. J Am Soc Nephrol 2024; 35:533-548. [PMID: 38332484 PMCID: PMC11149051 DOI: 10.1681/asn.0000000000000319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 02/05/2024] [Indexed: 02/10/2024] Open
Abstract
Key Points Foxp1 is a key transcriptional factor for the differentiation of intercalated cells in collecting ducts. Dmrt2 and Hmx2 act downstream of Foxp1 to control the differentiation of type A and type B intercalated cells, respectively. Foxp1 and Dmrt2 are essential for body acid–base balance regulation. Background Kidney collecting ducts comprise principal cells and intercalated cells, with intercalated cells playing a crucial role in kidney acid–base regulation through H+ and HCO3− secretion. Despite its significance, the molecular mechanisms controlling intercalated cell development remain incompletely understood. Methods To investigate the specific role of Foxp1 in kidney tubular system, we specifically deleted Foxp1 expression in kidney distal nephrons and collecting ducts. We examined the effects of Foxp1 on intercalated cell differentiation and urine acidification. RNA sequencing and Chip-seq were used to identify Foxp1 target genes. To dissect the genetic network that regulates intercalated cell differentiation, Dmrt2 -deficient mice were generated to determine the role of Dmrt2 in intercalated cell differentiation. Foxp1 -deficient mice were crossed with Notch2 -deficient mice to dissect the relation between Foxp1 and Notch signaling. Results Foxp1 was selectively expressed in intercalated cells in collecting ducts. The absence of Foxp1 in kidney tubules led to the abolishment of intercalated cell differentiation in the collecting ducts, resulting in distal renal tubular acidosis. Foxp1 regulates the expression of Dmrt2 and Hmx2 , two genes encoding transcription factors specifically expressed in type A and type B intercalated cell cells, respectively. Further genetic analysis revealed that Dmrt2 was essential for type A intercalated cell differentiation, and Foxp1 was necessary downstream of Notch for the regulation of intercalated cell differentiation. Conclusions Foxp1 is required for the renal intercalated cell differentiation and participated in acid–base regulation. Foxp1 regulated downstream transcriptional factors, Dmrt2 and Hmx2, which were involved in the specification of distinct subsets of intercalated cells.
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Affiliation(s)
- Shi-Ting Wu
- Department of Pharmacology and Tianjin Key Laboratory of Inflammation Biology, School of Basic Medical Sciences, and Center for Cardiovascular Diseases, Tianjin Medical University, Tianjin, China
| | - Yu Feng
- Department of Pharmacology and Tianjin Key Laboratory of Inflammation Biology, School of Basic Medical Sciences, and Center for Cardiovascular Diseases, Tianjin Medical University, Tianjin, China
| | - Renhua Song
- Epigenetics and RNA Biology Program Centenary Institute and the Faulty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Yanmiao Qi
- Department of Pharmacology and Tianjin Key Laboratory of Inflammation Biology, School of Basic Medical Sciences, and Center for Cardiovascular Diseases, Tianjin Medical University, Tianjin, China
| | - Lin Li
- Department of Pharmacology and Tianjin Key Laboratory of Inflammation Biology, School of Basic Medical Sciences, and Center for Cardiovascular Diseases, Tianjin Medical University, Tianjin, China
| | - Dongbo Lu
- Department of Pharmacology and Tianjin Key Laboratory of Inflammation Biology, School of Basic Medical Sciences, and Center for Cardiovascular Diseases, Tianjin Medical University, Tianjin, China
| | - Yixuan Wang
- Department of Pharmacology and Tianjin Key Laboratory of Inflammation Biology, School of Basic Medical Sciences, and Center for Cardiovascular Diseases, Tianjin Medical University, Tianjin, China
| | - Wenrun Wu
- Key Laboratory of Arrhythmias of the Ministry of Education of China, Research Center for Translational Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Angela Morgan
- Murdoch Children's Research Institute, The Royal Children's Hospital and Department of Audiology and Speech Pathology and Department of Pediatrics, University of Melbourne, Parkville, Victoria, Australia
| | - Xiaohong Wang
- Department of Pharmacology and Tianjin Key Laboratory of Inflammation Biology, School of Basic Medical Sciences, and Center for Cardiovascular Diseases, Tianjin Medical University, Tianjin, China
| | - Yin Xia
- School of Biomedical Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Renjing Liu
- Vascular Epigenetics Laboratory, Victor Chang Cardiac Research Institute and School of Clinical Medicine, Faculty of Medicine and Health, University of New South Wales, Sydney, New South Wales, Australia
| | - Stephen I. Alexander
- Department of Pediatric Nephrology, The Children's Hospital at Westmead and Centre for Kidney Research, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
| | - Justin Wong
- Epigenetics and RNA Biology Program Centenary Institute and the Faulty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Yuzhen Zhang
- Key Laboratory of Arrhythmias of the Ministry of Education of China, Research Center for Translational Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Xiangjian Zheng
- Department of Pharmacology and Tianjin Key Laboratory of Inflammation Biology, School of Basic Medical Sciences, and Center for Cardiovascular Diseases, Tianjin Medical University, Tianjin, China
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Kang MJ, Ioannou S, Lougheide Q, Dittmar M, Hsu Y, Pastor-Soler NM. The study of intercalated cells using ex vivo techniques: primary cell culture, cell lines, kidney slices, and organoids. Am J Physiol Cell Physiol 2024; 326:C229-C251. [PMID: 37899748 DOI: 10.1152/ajpcell.00479.2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 10/23/2023] [Accepted: 10/24/2023] [Indexed: 10/31/2023]
Abstract
This review summarizes methods to study kidney intercalated cell (IC) function ex vivo. While important for acid-base homeostasis, IC dysfunction is often not recognized clinically until it becomes severe. The advantage of using ex vivo techniques is that they allow for the differential evaluation of IC function in controlled environments. Although in vitro kidney tubular perfusion is a classical ex vivo technique to study IC, here we concentrate on primary cell cultures, immortalized cell lines, and ex vivo kidney slices. Ex vivo techniques are useful in evaluating IC signaling pathways that allow rapid responses to extracellular changes in pH, CO2, and bicarbonate (HCO3-). However, these methods for IC work can also be challenging, as cell lines that recapitulate IC do not proliferate easily in culture. Moreover, a "pure" IC population in culture does not necessarily replicate its collecting duct (CD) environment, where ICs are surrounded by the more abundant principal cells (PCs). It is reassuring that many findings obtained in ex vivo IC systems signaling have been largely confirmed in vivo. Some of these newly identified signaling pathways reveal that ICs are important for regulating NaCl reabsorption, thus suggesting new frontiers to target antihypertensive treatments. Moreover, recent single-cell characterization studies of kidney epithelial cells revealed a dual developmental origin of IC, as well as the presence of novel CD cell types with certain IC characteristics. These exciting findings present new opportunities for the study of IC ex vivo and will likely rediscover the importance of available tools in this field.NEW & NOTEWORTHY The study of kidney intercalated cells has been limited by current cell culture and kidney tissue isolation techniques. This review is to be used as a reference to select ex vivo techniques to study intercalated cells. We focused on the use of cell lines and kidney slices as potential useful models to study membrane transport proteins. We also review how novel collecting duct organoids may help better elucidate the role of these intriguing cells.
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Affiliation(s)
- Min Ju Kang
- Division of Nephrology and Hypertension, Department of Medicine, Keck School of Medicine of USC, Los Angeles, California, United States
| | - Silvia Ioannou
- Division of Nephrology and Hypertension, Department of Medicine, Keck School of Medicine of USC, Los Angeles, California, United States
| | - Quinn Lougheide
- Division of Nephrology and Hypertension, Department of Medicine, Keck School of Medicine of USC, Los Angeles, California, United States
| | - Michael Dittmar
- Division of Nephrology and Hypertension, Department of Medicine, Keck School of Medicine of USC, Los Angeles, California, United States
| | - Young Hsu
- Division of Nephrology and Hypertension, Department of Medicine, Keck School of Medicine of USC, Los Angeles, California, United States
| | - Nuria M Pastor-Soler
- Division of Nephrology and Hypertension, Department of Medicine, Keck School of Medicine of USC, Los Angeles, California, United States
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Wei W, Zhao Y, Chai Y, Shou S, Jin H. A novel role of DOT1L in kidney diseases. Mol Biol Rep 2023; 50:5415-5423. [PMID: 37085741 DOI: 10.1007/s11033-023-08415-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 03/29/2023] [Indexed: 04/23/2023]
Abstract
BACKGROUND We systematically summarized the structure and biological function of DOT1L in detail, and further discussed the role of DOT1L in kidney diseases through different mechanisms. METHODS AND RESULTS We first described the role of DOT1L in various kidney diseases including AKI, CKD, DN and kidney tumor diseases. CONCLUSIONS A better understanding of DOT1L as a histone methylase based on characteristics of regulating telomere silencing, transcriptional extension, DNA damage repair and cell cycle could lead to the development of new therapeutic targets for various kidney diseases, thereby improving the prognosis of kidney disease patients.
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Affiliation(s)
- Wei Wei
- Department of Emergency Medicine, Tianjin Medical University General Hospital, Tianjin, 300052, People's Republic of China
| | - Yibo Zhao
- Department of Emergency Medicine, Tianjin Medical University General Hospital, Tianjin, 300052, People's Republic of China
| | - Yanfen Chai
- Department of Emergency Medicine, Tianjin Medical University General Hospital, Tianjin, 300052, People's Republic of China
| | - Songtao Shou
- Department of Emergency Medicine, Tianjin Medical University General Hospital, Tianjin, 300052, People's Republic of China.
| | - Heng Jin
- Department of Emergency Medicine, Tianjin Medical University General Hospital, Tianjin, 300052, People's Republic of China.
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Gao C, Zhang L, Chen E, Zhang W. Aqp2 + Progenitor Cells Maintain and Repair Distal Renal Segments. J Am Soc Nephrol 2022; 33:1357-1376. [PMID: 35318267 PMCID: PMC9257824 DOI: 10.1681/asn.2021081105] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Accepted: 03/08/2022] [Indexed: 11/03/2022] Open
Abstract
BACKGROUND Adult progenitor cells presumably demonstrate clonogenicity, self-renewal, and multipotentiality, and can regenerate cells under various conditions. Definitive evidence demonstrating the existence of such progenitor cells in adult mammalian kidneys is lacking. METHOD We performed in vivo lineage tracing and thymidine analogue labeling using adult tamoxifen-inducible (Aqp2ECE/+ RFP/+, Aqp2ECE/+ Brainbow/+, and Aqp2ECE/+ Brainbow/Brainbow) and WT mice. The tamoxifen-inducible mice were analyzed between 1 and 300 days postinduction. Alternatively, WT and tamoxifen-induced mice were subjected to unilateral ureteral obstruction and thymidine analogue labeling and analyzed 2-14 days post-surgery. Multiple cell-specific markers were used for high-resolution immunofluorescence confocal microscopy to identify the cell types derived from Aqp2+ cells. RESULTS Like their embryonic counterparts, adult cells expressing Aqp2 and V-ATPase subunits B1 and B2 (Aqp2+ B1B2+) are the potential Aqp2+ progenitor cells (APs). Adult APs rarely divide to generate daughter cells, either maintaining the property of the AP (self-renewal) or differentiating into DCT2/CNT/CD cells (multipotentiality), forming single cell-derived, multiple-cell clones (clonogenicity) during tissue maintenance. APs selectively and continuously regenerate DCT2/CNT/CD cells in response to injury resulting from ureteral ligation. AP proliferation demonstrated direct correlation with Notch activation and was inversely correlated with development of kidney fibrosis. Derivation of both intercalated and DCT2 cells was found to be cell division-dependent and -independent, most likely through AP differentiation which requires cell division and through direct conversion of APs and/or regular principal cells without cell division, respectively. CONCLUSION Our study demonstrates that Aqp2+ B1B2+ cells behave as adult APs to maintain and repair DCT2/CNT1/CNT2/CD segments.
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Affiliation(s)
- Chao Gao
- Department of Regenerative and Cancer Cell Biology, Albany Medical College, Albany, New York
| | - Long Zhang
- Department of Regenerative and Cancer Cell Biology, Albany Medical College, Albany, New York
| | - Enuo Chen
- Department of Regenerative and Cancer Cell Biology, Albany Medical College, Albany, New York
| | - Wenzheng Zhang
- Department of Regenerative and Cancer Cell Biology, Albany Medical College, Albany, New York
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7
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Assmus A, Mullins L, Ward M, Dobie R, Hunter R, Henderson NC, Mullins JJ. Loss of Adam10 Disrupts Ion Transport in Immortalized Kidney Collecting Duct Cells. FUNCTION 2021; 2:zqab024. [PMID: 34131651 PMCID: PMC8187228 DOI: 10.1093/function/zqab024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 04/23/2021] [Accepted: 04/27/2021] [Indexed: 01/06/2023] Open
Abstract
The kidney cortical collecting duct (CCD) comprises principal cells (PCs), intercalated cells (IC), and the recently discovered intermediate cell type. Kidney pathology in a mouse model of the syndrome of apparent aldosterone excess revealed plasticity of the CCD, with altered PC:intermediate cell:IC ratio. The self-immortalized mouse CCD cell line, mCCDcl1, shows functional characteristics of PCs, but displays a range of cell types, including intermediate cells, making it ideal to study plasticity. We knocked out Adam10, a key component of the Notch pathway, in mCCDcl1 cells, using CRISPR-Cas9 technology, and isolated independent clones, which exhibited severely affected sodium transport capacity and loss of aldosterone response. Single-cell RNA sequencing revealed significantly reduced expression of major PC-specific markers, such as Scnn1g (γ-ENaC) and Hsd11b2 (11βHSD2), but no significant changes in transcription of components of the Notch pathway were observed. Immunostaining in the knockout clone confirmed the decrease in expression of γ-ENaC and importantly, showed an altered, diffuse distribution of PC and IC markers, suggesting altered trafficking in the Adam10 knockout clone as an explanation for the loss of polarization.
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Affiliation(s)
- Adrienne Assmus
- University of Edinburgh/British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh, Edinburgh EH16 4TJ, UK
| | - Linda Mullins
- University of Edinburgh/British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh, Edinburgh EH16 4TJ, UK
| | - Mairi Ward
- University of Edinburgh/British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh, Edinburgh EH16 4TJ, UK
| | - Ross Dobie
- University of Edinburgh/British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh, Edinburgh EH16 4TJ, UK
| | - Robert Hunter
- University of Edinburgh/British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh, Edinburgh EH16 4TJ, UK
| | - Neil C Henderson
- University of Edinburgh/British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh, Edinburgh EH16 4TJ, UK
| | - John J Mullins
- University of Edinburgh/British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh, Edinburgh EH16 4TJ, UK
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8
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Aslam MA, Alemdehy MF, Kwesi-Maliepaard EM, Muhaimin FI, Caganova M, Pardieck IN, van den Brand T, van Welsem T, de Rink I, Song JY, de Wit E, Arens R, Jacobs H, van Leeuwen F. Histone methyltransferase DOT1L controls state-specific identity during B cell differentiation. EMBO Rep 2021; 22:e51184. [PMID: 33410591 PMCID: PMC7857439 DOI: 10.15252/embr.202051184] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Revised: 12/01/2020] [Accepted: 12/08/2020] [Indexed: 12/13/2022] Open
Abstract
Differentiation of naïve peripheral B cells into terminally differentiated plasma cells is characterized by epigenetic alterations, yet the epigenetic mechanisms that control B‐cell fate remain unclear. Here, we identified a role for the histone H3K79 methyltransferase DOT1L in controlling B‐cell differentiation. Mouse B cells lacking Dot1L failed to establish germinal centers (GC) and normal humoral immune responses in vivo. In vitro, activated B cells in which Dot1L was deleted showed aberrant differentiation and prematurely acquired plasma cell characteristics. Similar results were obtained when DOT1L was chemically inhibited in mature B cells in vitro. Mechanistically, combined epigenomics and transcriptomics analysis revealed that DOT1L promotes expression of a pro‐proliferative, pro‐GC program. In addition, DOT1L indirectly supports the repression of an anti‐proliferative plasma cell differentiation program by maintaining the repression of Polycomb Repressor Complex 2 (PRC2) targets. Our findings show that DOT1L is a key modulator of the core transcriptional and epigenetic landscape in B cells, establishing an epigenetic barrier that warrants B‐cell naivety and GC B‐cell differentiation.
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Affiliation(s)
- Muhammad Assad Aslam
- Division of Tumor Biology and Immunology, Netherlands Cancer Institute, Amsterdam, The Netherlands.,Institute of Molecular Biology and Biotechnology, Bahauddin Zakariya University, Multan, Pakistan
| | - Mir Farshid Alemdehy
- Division of Tumor Biology and Immunology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | | | | | | | - Iris N Pardieck
- Immunohematology and Blood Transfusion, Leiden University Medical Center, Leiden, The Netherlands
| | - Teun van den Brand
- Division of Gene Regulation, Netherlands Cancer Institute, Amsterdam, The Netherlands.,Division of Gene Regulation, Oncode Institute, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Tibor van Welsem
- Division of Gene Regulation, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Iris de Rink
- Genome Core Facility, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Ji-Ying Song
- Division of Experimental Animal Pathology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Elzo de Wit
- Division of Gene Regulation, Netherlands Cancer Institute, Amsterdam, The Netherlands.,Division of Gene Regulation, Oncode Institute, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Ramon Arens
- Immunohematology and Blood Transfusion, Leiden University Medical Center, Leiden, The Netherlands
| | - Heinz Jacobs
- Division of Tumor Biology and Immunology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Fred van Leeuwen
- Division of Gene Regulation, Netherlands Cancer Institute, Amsterdam, The Netherlands.,Department of Medical Biology, Amsterdam UMC, Location AMC, University of Amsterdam, Amsterdam, The Netherlands
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9
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Wang F, Ngo J, Li Y, Liu H, Chen CH, Saifudeen Z, Sequeira-Lopez MLS, El-Dahr SS. Targeted disruption of the histone lysine 79 methyltransferase Dot1L in nephron progenitors causes congenital renal dysplasia. Epigenetics 2020; 16:1235-1250. [PMID: 33315499 DOI: 10.1080/15592294.2020.1861168] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
The epigenetic regulator Dot1, the only known histone H3K79 methyltransferase, has a conserved role in organismal development and homoeostasis. In yeast, Dot1 is required for telomeric silencing and genomic integrity. In Drosophila, Dot1 (Grappa) regulates homoeotic gene expression. Dysregulation of DOT1L (human homologue of Dot1) causes leukaemia and is implicated in dilated cardiomyopathy. In mice, germline disruption of Dot1L and loss of H3K79me2 disrupt vascular and haematopoietic development. Targeted inactivation of Dot1L in principal cells of the mature collecting duct affects terminal differentiation and cell type patterning. However, the role of H3K79 methylation in mammalian tissue development has been questioned, as it is dispensable in the intestinal epithelium, a rapidly proliferating tissue. Here, we used lineage-specific Cre recombinase to delineate the role of Dot1L methyltransferase activity in the mouse metanephric kidney, an organ that develops via interactions between ureteric epithelial (Hoxb7) and mesenchymal (Six2) cell lineages. The results demonstrate that Dot1LHoxb7 is dispensable for ureteric bud branching morphogenesis. In contrast, Dot1LSix2 is critical for the maintenance and differentiation of Six2+ progenitors into epithelial nephrons. Dot1LSix2 mutant kidneys exhibit congenital nephron deficit and cystic dysplastic kidney disease. Molecular analysis implicates defects in key renal developmental regulators, such as Lhx1, Pax2 and Notch. We conclude that the developmental functions of Dot1L-H3K79 methylation in the kidney are lineage-restricted. The link between H3K79me and renal developmental pathways reaffirms the importance of chromatin-based mechanisms in organogenesis.
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Affiliation(s)
- Fenglin Wang
- Divisions of Pediatric Nephrology and Human Genetics, Department of Pediatrics, Tulane University School of Medicine, New Orleans, LA, USA
| | - Jenny Ngo
- Divisions of Pediatric Nephrology and Human Genetics, Department of Pediatrics, Tulane University School of Medicine, New Orleans, LA, USA
| | - Yuwen Li
- Tulane University School of Medicine, New Orleans, LA, USA
| | - Hongbing Liu
- Divisions of Pediatric Nephrology and Human Genetics, Department of Pediatrics, Tulane University School of Medicine, New Orleans, LA, USA
| | - Chao-Hui Chen
- Divisions of Pediatric Nephrology and Human Genetics, Department of Pediatrics, Tulane University School of Medicine, New Orleans, LA, USA
| | - Zubaida Saifudeen
- Divisions of Pediatric Nephrology and Human Genetics, Department of Pediatrics, Tulane University School of Medicine, New Orleans, LA, USA
| | - Maria Luisa S Sequeira-Lopez
- Division of Pediatric Nephrology, Department of Pediatrics, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Samir S El-Dahr
- Divisions of Pediatric Nephrology and Human Genetics, Department of Pediatrics, Tulane University School of Medicine, New Orleans, LA, USA
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10
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Assmus AM, Mullins JJ, Brown CM, Mullins LJ. Cellular plasticity: A mechanism for homeostasis in the kidney. Acta Physiol (Oxf) 2020; 229:e13447. [PMID: 31991057 DOI: 10.1111/apha.13447] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Revised: 01/15/2020] [Accepted: 01/24/2020] [Indexed: 12/30/2022]
Abstract
Cellular plasticity is a topical subject with interest spanning a wide range of fields from developmental biology to regenerative medicine. Even the nomenclature is a subject of debate, and the underlying mechanisms are still under investigation. On top of injury repair, cell plasticity is a constant physiological process in adult organisms and tissues, in response to homeostatic challenges. In this review we discuss two examples of plasticity for the maintenance of homeostasis in the renal system-namely the renin-producing juxtaglomerular cells (JG cells) and cortical collecting duct (CCD) cells. JG cells show plasticity through recruitment mechanisms, answering the demand for an increase in renin production. In the CCD, cells appear to have the ability to transdifferentiate between principal and intercalated cells to help maintain the highly regulated solute transport levels of that segment. These two cases highlight the complexity of plasticity processes and the role they can play in the kidney.
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Affiliation(s)
- Adrienne M. Assmus
- The University of Edinburgh ‐ Cardiovascular Science (CVS) Queen's Medical Research Institute Edinburgh Scotland UK
| | - John J. Mullins
- The University of Edinburgh ‐ Cardiovascular Science (CVS) Queen's Medical Research Institute Edinburgh Scotland UK
| | - Cara M. Brown
- The University of Edinburgh ‐ Cardiovascular Science (CVS) Queen's Medical Research Institute Edinburgh Scotland UK
| | - Linda J. Mullins
- The University of Edinburgh ‐ Cardiovascular Science (CVS) Queen's Medical Research Institute Edinburgh Scotland UK
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11
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Mukherjee M, deRiso J, Otterpohl K, Ratnayake I, Kota D, Ahrenkiel P, Chandrasekar I, Surendran K. Endogenous Notch Signaling in Adult Kidneys Maintains Segment-Specific Epithelial Cell Types of the Distal Tubules and Collecting Ducts to Ensure Water Homeostasis. J Am Soc Nephrol 2018; 30:110-126. [PMID: 30514723 DOI: 10.1681/asn.2018040440] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Accepted: 11/07/2018] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Notch signaling is required during kidney development for nephron formation and principal cell fate selection within the collecting ducts. Whether Notch signaling is required in the adult kidney to maintain epithelial diversity, or whether its loss can trigger principal cell transdifferentiation (which could explain acquired diabetes insipidus in patients receiving lithium) is unclear. METHODS To investigate whether loss of Notch signaling can trigger principal cells to lose their identity, we genetically inactivated Notch1 and Notch2, inactivated the Notch signaling target Hes1, or induced expression of a Notch signaling inhibitor in all of the nephron segments and collecting ducts in mice after kidney development. We examined renal function and cell type composition of control littermates and mice with conditional Notch signaling inactivation in adult renal epithelia. In addition, we traced the fate of genetically labeled adult kidney collecting duct principal cells after Hes1 inactivation or lithium treatment. RESULTS Notch signaling was required for maintenance of Aqp2-expressing cells in distal nephron and collecting duct segments in adult kidneys. Fate tracing revealed mature principal cells in the inner stripe of the outer medulla converted to intercalated cells after genetic inactivation of Hes1 and, to a lesser extent, lithium treatment. Hes1 ensured repression of Foxi1 to prevent the intercalated cell program from turning on in mature Aqp2+ cell types. CONCLUSIONS Notch signaling via Hes1 regulates maintenance of mature renal epithelial cell states. Loss of Notch signaling or use of lithium can trigger transdifferentiation of mature principal cells to intercalated cells in adult kidneys.
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Affiliation(s)
| | | | - Karla Otterpohl
- Enabling Technologies Group, Sanford Research, Sioux Falls, South Dakota
| | - Ishara Ratnayake
- Department of Nanoscience and Nanoengineering, South Dakota School of Mines and Technology, Rapid City, South Dakota; and
| | - Divya Kota
- Department of Nanoscience and Nanoengineering, South Dakota School of Mines and Technology, Rapid City, South Dakota; and
| | - Phil Ahrenkiel
- Department of Nanoscience and Nanoengineering, South Dakota School of Mines and Technology, Rapid City, South Dakota; and
| | - Indra Chandrasekar
- Enabling Technologies Group, Sanford Research, Sioux Falls, South Dakota.,Department of Pediatrics, Sanford School of Medicine, University of South Dakota, Sioux Falls, South Dakota
| | - Kameswaran Surendran
- Pediatrics and Rare Diseases Group and .,Department of Pediatrics, Sanford School of Medicine, University of South Dakota, Sioux Falls, South Dakota
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12
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Chen L, Gao C, Zhang L, Zhang Y, Chen E, Zhang W. Highly tamoxifen-inducible principal cell-specific Cre mice with complete fidelity in cell specificity and no leakiness. Am J Physiol Renal Physiol 2018; 314:F572-F583. [PMID: 29357435 PMCID: PMC5966762 DOI: 10.1152/ajprenal.00436.2017] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2017] [Revised: 12/11/2017] [Accepted: 12/13/2017] [Indexed: 11/22/2022] Open
Abstract
An ideal inducible system should be cell specific and have absolutely no background recombination without induction (i.e., no leakiness), a high recombination rate after induction, and complete fidelity in cell specificity (i.e., restricted recombination exclusively in cells where the driver gene is expressed). However, such an ideal mouse model remains unavailable for collecting duct research. Here, we report a mouse model that meets these criteria. In this model, a cassette expressing ERT2CreERT2 ( ECE) is inserted at the ATG of the endogenous Aqp2 locus to disrupt Aqp2 function and to express ECE under the control of the Aqp2 promoter. The resulting allele is named Aqp2ECE. There was no indication of a significant impact of disruption of a copy of Aqp2 on renal function and blood pressure control in adult Aqp2ECE/+ heterozygotes. Without tamoxifen, Aqp2ECE did not activate a Cre-dependent red fluorescence protein (RFP) reporter in adult kidneys. A single injection of tamoxifen (2 mg) to adult mice enabled Aqp2ECE to induce robust RFP expression in the whole kidney 24 h postinjection, with the highest recombination efficiency of 95% in the inner medulla. All RFP-labeled cells expressed principal cell markers (Aqp2 and Aqp3), but not intercalated cell markers (V-ATPase B1B2, and carbonic anhydrase II). Hence, Aqp2ECE confers principal cell-specific tamoxifen-inducible recombination with absolutely no leakiness, high inducibility, and complete fidelity in cell specificity, which should be an important tool for temporospatial control of target genes in the principal cells and for Aqp2+ lineage tracing in adult mice.
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Affiliation(s)
- Lihe Chen
- Epithelial Systems Biology Laboratory, Systems Biology Center, National Heart, Lung, and Blood Institute , Bethesda, Maryland
| | - Chao Gao
- Department of Regenerative and Cancer Cell Biology, Albany Medical College , Albany, New York
| | - Long Zhang
- Department of Regenerative and Cancer Cell Biology, Albany Medical College , Albany, New York
| | - Ye Zhang
- Department of Regenerative and Cancer Cell Biology, Albany Medical College , Albany, New York
| | - Enuo Chen
- Department of Regenerative and Cancer Cell Biology, Albany Medical College , Albany, New York
| | - Wenzheng Zhang
- Department of Regenerative and Cancer Cell Biology, Albany Medical College , Albany, New York
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13
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Assmus AM, Mansley MK, Mullins LJ, Peter A, Mullins JJ. mCCD cl1 cells show plasticity consistent with the ability to transition between principal and intercalated cells. Am J Physiol Renal Physiol 2017; 314:F820-F831. [PMID: 29357433 DOI: 10.1152/ajprenal.00354.2017] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
The cortical collecting duct of the mammalian kidney plays a critical role in the regulation of body volume, sodium pH, and osmolarity and is composed of two distinct cells types, principal cells and intercalated cells. Each cell type is detectable in the kidney by the localization of specific transport proteins such as aquaporin 2 (Aqp2) and epithelial sodium channel (ENaC) in principal cells and V-ATPase B1 and connexin 30 (Cx30) in intercalated cells. mCCDcl1 cells have been widely used as a mouse principal cell line on the basis of their physiological characteristics. In this study, the mCCDcl1 parental cell line and three sublines cloned from isolated single cells (Ed1, Ed2, and Ed3) were grown on filters to assess their transepithelial resistance, transepithelial voltage, equivalent short circuit current and expression of the cell-specific markers Aqp2, ENaC, V-ATPaseB1, and Cx30. The parental mCCDcl1 cell line presented amiloride-sensitive electrogenic sodium transport indicative of principal cell function; however, immunocytochemistry and RT-PCR showed that some cells expressed the intercalated cell-specific markers V-ATPase B1 and Cx30, including a subset of cells also positive for Aqp2 and ENaC. The three subclonal lines contained cells that were positive for both intercalated and principal cell-specific markers. The vertical transmission of both principal and intercalated cell characteristics via single cell cloning reveals the plasticity of mCCDcl1 cells and a direct lineage relationship between these two physiologically important cell types and is consistent with mCCDcl1 cells being precursor cells.
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Affiliation(s)
- A M Assmus
- University of Edinburgh/British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh , Edinburgh , United Kingdom
| | - M K Mansley
- University of Edinburgh/British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh , Edinburgh , United Kingdom
| | - L J Mullins
- University of Edinburgh/British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh , Edinburgh , United Kingdom
| | - A Peter
- University of Edinburgh/British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh , Edinburgh , United Kingdom
| | - J J Mullins
- University of Edinburgh/British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh , Edinburgh , United Kingdom
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14
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Chen L, Higgins PJ, Zhang W. Development and Diseases of the Collecting Duct System. Results Probl Cell Differ 2017; 60:165-203. [PMID: 28409346 DOI: 10.1007/978-3-319-51436-9_7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The collecting duct of the mammalian kidney is important for the regulation of extracellular volume, osmolarity, and pH. There are two major structurally and functionally distinct cell types: principal cells and intercalated cells. The former regulates Na+ and water homeostasis, while the latter participates in acid-base homeostasis. In vivo lineage tracing using Cre recombinase or its derivatives such as CreGFP and CreERT2 is a powerful new technique to identify stem/progenitor cells in their native environment and to decipher the origins of the tissue that they give rise to. Recent studies using this technique in mice have revealed multiple renal progenitor cell populations that differentiate into various nephron segments and collecting duct. In particular, emerging evidence suggests that like principal cells, most of intercalated cells originate from the progenitor cells expressing water channel Aquaporin 2. Mutations or malfunctions of the channels, pumps, and transporters expressed in the collecting duct system cause various human diseases. For example, gain-of-function mutations in ENaC cause Liddle's syndrome, while loss-of-function mutations in ENaC lead to Pseudohypoaldosteronism type 1. Mutations in either AE1 or V-ATPase B1 result in distal renal tubular acidosis. Patients with disrupted AQP2 or AVPR2 develop nephrogenic diabetes insipidus. A better understanding of the function and development of the collecting duct system may facilitate the discovery of new therapeutic strategies for treating kidney disease.
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Affiliation(s)
- Lihe Chen
- Epithelial Systems Biology Laboratory, Systems Biology Center, NHLBI, Bethesda, MD, 20892-1603, USA
| | - Paul J Higgins
- Department of Regenerative and Cancer Cell Biology, Albany Medical College, MC-165, 47 New Scotland Avenue, Albany, NY, 12208, USA
| | - Wenzheng Zhang
- Department of Regenerative and Cancer Cell Biology, Albany Medical College, MC-165, 47 New Scotland Avenue, Albany, NY, 12208, USA.
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15
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Werth M, Schmidt-Ott KM, Leete T, Qiu A, Hinze C, Viltard M, Paragas N, Shawber CJ, Yu W, Lee P, Chen X, Sarkar A, Mu W, Rittenberg A, Lin CS, Kitajewski J, Al-Awqati Q, Barasch J. Transcription factor TFCP2L1 patterns cells in the mouse kidney collecting ducts. eLife 2017; 6. [PMID: 28577314 PMCID: PMC5484618 DOI: 10.7554/elife.24265] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2016] [Accepted: 06/03/2017] [Indexed: 12/19/2022] Open
Abstract
Although most nephron segments contain one type of epithelial cell, the collecting ducts consists of at least two: intercalated (IC) and principal (PC) cells, which regulate acid-base and salt-water homeostasis, respectively. In adult kidneys, these cells are organized in rosettes suggesting functional interactions. Genetic studies in mouse revealed that transcription factor Tfcp2l1 coordinates IC and PC development. Tfcp2l1 induces the expression of IC specific genes, including specific H+-ATPase subunits and Jag1. Jag1 in turn, initiates Notch signaling in PCs but inhibits Notch signaling in ICs. Tfcp2l1 inactivation deletes ICs, whereas Jag1 inactivation results in the forfeiture of discrete IC and PC identities. Thus, Tfcp2l1 is a critical regulator of IC-PC patterning, acting cell-autonomously in ICs, and non-cell-autonomously in PCs. As a result, Tfcp2l1 regulates the diversification of cell types which is the central characteristic of 'salt and pepper' epithelia and distinguishes the collecting duct from all other nephron segments. DOI:http://dx.doi.org/10.7554/eLife.24265.001
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Affiliation(s)
- Max Werth
- Columbia University, New York, United States
| | - Kai M Schmidt-Ott
- Columbia University, New York, United States.,Max Delbruck Center for Molecular Medicine, Berlin, Germany.,Department of Nephrology and Intensive Care Medicine, Charité - Universitaetsmedizin Berlin, Berlin, Germany
| | | | - Andong Qiu
- Columbia University, New York, United States.,Tongji University, Shanghai, China
| | | | - Melanie Viltard
- Columbia University, New York, United States.,Institute for European Expertise in Physiology, Paris, France
| | - Neal Paragas
- Columbia University, New York, United States.,University of Washington, Seattle, United States
| | | | - Wenqiang Yu
- Columbia University, New York, United States.,Fudan University, Shanghai, China
| | - Peter Lee
- Columbia University, New York, United States
| | - Xia Chen
- Columbia University, New York, United States
| | - Abby Sarkar
- Columbia University, New York, United States
| | - Weiyi Mu
- Columbia University, New York, United States
| | | | | | - Jan Kitajewski
- Columbia University, New York, United States.,University of Illinois at Chicago, Chicago, United States
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16
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Grassmeyer J, Mukherjee M, deRiso J, Hettinger C, Bailey M, Sinha S, Visvader JE, Zhao H, Fogarty E, Surendran K. Elf5 is a principal cell lineage specific transcription factor in the kidney that contributes to Aqp2 and Avpr2 gene expression. Dev Biol 2017; 424:77-89. [PMID: 28215940 DOI: 10.1016/j.ydbio.2017.02.007] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2016] [Revised: 02/08/2017] [Accepted: 02/08/2017] [Indexed: 11/25/2022]
Abstract
The mammalian kidney collecting ducts are critical for water, electrolyte and acid-base homeostasis and develop as a branched network of tubular structures composed of principal cells intermingled with intercalated cells. The intermingled nature of the different collecting duct cell types has made it challenging to identify unique and critical factors that mark and/or regulate the development of the different collecting duct cell lineages. Here we report that the canonical Notch signaling pathway components, RBPJ and Presinilin1 and 2, are involved in patterning the mouse collecting duct cell fates by maintaining a balance between principal cell and intercalated cell fates. The relatively reduced number of principal cells in Notch-signaling-deficient kidneys offered a unique genetic leverage to identify critical principal cell-enriched factors by transcriptional profiling. Elf5, which codes for an ETS transcription factor, is one such gene that is down-regulated in kidneys with Notch-signaling-deficient collecting ducts. Additionally, Elf5 is among the earliest genes up regulated by ectopic expression of activated Notch1 in the developing collecting ducts. In the kidney, Elf5 is first expressed early within developing collecting ducts and remains on in mature principal cells. Lineage tracing of Elf5-expressing cells revealed that they are committed to the principal cell lineage by as early as E16.5. Over-expression of ETS Class IIa transcription factors, including Elf5, Elf3 and Ehf, increase the transcriptional activity of the proximal promoters of Aqp2 and Avpr2 in cultured ureteric duct cell lines. Conditional inactivation of Elf5 in the developing collecting ducts results in a small but significant reduction in the expression levels of Aqp2 and Avpr2 genes. We have identified Elf5 as an early maker of the principal cell lineage that contributes to the expression of principal cell specific genes.
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Affiliation(s)
- Justin Grassmeyer
- Sanford Children's Health Research Center, Sanford Research, 2301 East 60(th) Street North, Sioux Falls, SD 57104, USA
| | - Malini Mukherjee
- Sanford Children's Health Research Center, Sanford Research, 2301 East 60(th) Street North, Sioux Falls, SD 57104, USA
| | - Jennifer deRiso
- Sanford Children's Health Research Center, Sanford Research, 2301 East 60(th) Street North, Sioux Falls, SD 57104, USA
| | - Casey Hettinger
- Sanford Children's Health Research Center, Sanford Research, 2301 East 60(th) Street North, Sioux Falls, SD 57104, USA
| | | | - Satrajit Sinha
- Department of Biochemistry, State University of New York at Buffalo, Center for Excellence in Bioinformatics and Life Sciences, Buffalo, NY 14203, USA
| | - Jane E Visvader
- Stem Cells and Cancer Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria 3052, Australia
| | - Haotian Zhao
- Sanford Children's Health Research Center, Sanford Research, 2301 East 60(th) Street North, Sioux Falls, SD 57104, USA; Department of Pediatrics, Sanford School of Medicine, Sioux Falls, SD 57104, USA
| | - Eric Fogarty
- Sanford Children's Health Research Center, Sanford Research, 2301 East 60(th) Street North, Sioux Falls, SD 57104, USA; Basic Biomedical Sciences graduate program, Sanford School of Medicine of the University of South Dakota, Vermillion, SD 57069 USA
| | - Kameswaran Surendran
- Sanford Children's Health Research Center, Sanford Research, 2301 East 60(th) Street North, Sioux Falls, SD 57104, USA; Department of Pediatrics, Sanford School of Medicine, Sioux Falls, SD 57104, USA.
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