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Campillo S, Gutiérrez-Calabrés E, García-Miranda S, Griera M, Fernández Rodríguez L, de Frutos S, Rodríguez-Puyol D, Calleros L. Integrin-linked kinase mRNA expression in circulating mononuclear cells as a biomarker of kidney and vascular damage in experimental chronic kidney disease. Cell Commun Signal 2024; 22:264. [PMID: 38734696 PMCID: PMC11088758 DOI: 10.1186/s12964-024-01646-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Accepted: 05/02/2024] [Indexed: 05/13/2024] Open
Abstract
BACKGROUND Traditional biomarkers of chronic kidney disease (CKD) detect the disease in its late stages and hardly predict associated vascular damage. Integrin-linked kinase (ILK) is a scaffolding protein and a serine/threonine protein kinase that plays multiple roles in several pathophysiological processes during renal damage. However, the involvement of ILK as a biomarker of CKD and its associated vascular problems remains to be fully elucidated. METHODS CKD was induced by an adenine-rich diet for 6 weeks in mice. We used an inducible ILK knockdown mice (cKD-ILK) model to decrease ILK expression. ILK content in mice's peripheral blood mononuclear cells (PBMCs) was determined and correlated with renal function parameters and with the expression of ILK and fibrosis and inflammation markers in renal and aortic tissues. Also, the expression of five miRNAs that target ILK was analyzed in whole blood of mice. RESULTS The adenine diet increased ILK expression in PBMCs, renal cortex, and aortas, and creatinine and urea nitrogen concentrations in the plasma of WT mice, while these increases were not observed in cKD-ILK mice. Furthermore, ILK content in PBMCs directly correlated with renal function parameters and with the expression of renal and vascular ILK and fibrosis and inflammation markers. Finally, the expression of the five miRNAs increased in the whole blood of adenine-fed mice, although only four correlated with plasma urea nitrogen, and of those, three were downregulated in cKD-ILK mice. CONCLUSIONS ILK, in circulating mononuclear cells, could be a potential biomarker of CKD and CKD-associated renal and vascular damage.
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Affiliation(s)
- Sofía Campillo
- Department of Systems Biology, Physiology Unit, Universidad de Alcalá, Alcalá de Henares, Madrid, Spain.
- Fundación Renal Iñigo Álvarez de Toledo (FRIAT), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), and RICORS2040 Kidney Disease, Instituto de Salud Carlos III, Madrid, Spain.
| | - Elena Gutiérrez-Calabrés
- Department of Systems Biology, Physiology Unit, Universidad de Alcalá, Alcalá de Henares, Madrid, Spain
- Fundación Renal Iñigo Álvarez de Toledo (FRIAT), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), and RICORS2040 Kidney Disease, Instituto de Salud Carlos III, Madrid, Spain
| | - Susana García-Miranda
- Department of Systems Biology, Physiology Unit, Universidad de Alcalá, Alcalá de Henares, Madrid, Spain
- Fundación Renal Iñigo Álvarez de Toledo (FRIAT), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), and RICORS2040 Kidney Disease, Instituto de Salud Carlos III, Madrid, Spain
| | - Mercedes Griera
- Department of Systems Biology, Physiology Unit, Universidad de Alcalá, Alcalá de Henares, Madrid, Spain
- Fundación Renal Iñigo Álvarez de Toledo (FRIAT), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), and RICORS2040 Kidney Disease, Instituto de Salud Carlos III, Madrid, Spain
| | - Loreto Fernández Rodríguez
- Biomedical Research Foundation and Nephrology Unit, Hospital Universitario Príncipe de Asturias, Alcalá de Henares, Madrid, Spain
| | - Sergio de Frutos
- Department of Systems Biology, Physiology Unit, Universidad de Alcalá, Alcalá de Henares, Madrid, Spain
- Fundación Renal Iñigo Álvarez de Toledo (FRIAT), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), and RICORS2040 Kidney Disease, Instituto de Salud Carlos III, Madrid, Spain
| | - Diego Rodríguez-Puyol
- Department of Medicine and Medical Specialties, Universidad de Alcalá, Alcalá de Henares, Madrid, Spain
- Fundación Renal Iñigo Álvarez de Toledo (FRIAT), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), and RICORS2040 Kidney Disease, Instituto de Salud Carlos III, Madrid, Spain
- Biomedical Research Foundation and Nephrology Unit, Hospital Universitario Príncipe de Asturias, Alcalá de Henares, Madrid, Spain
| | - Laura Calleros
- Department of Systems Biology, Physiology Unit, Universidad de Alcalá, Alcalá de Henares, Madrid, Spain
- Fundación Renal Iñigo Álvarez de Toledo (FRIAT), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), and RICORS2040 Kidney Disease, Instituto de Salud Carlos III, Madrid, Spain
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Górska A, Mazur AJ. Integrin-linked kinase (ILK): the known vs. the unknown and perspectives. Cell Mol Life Sci 2022; 79:100. [PMID: 35089438 PMCID: PMC8799556 DOI: 10.1007/s00018-021-04104-1] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Revised: 11/29/2021] [Accepted: 12/17/2021] [Indexed: 02/08/2023]
Abstract
Integrin-linked kinase (ILK) is a multifunctional molecular actor in cell-matrix interactions, cell adhesion, and anchorage-dependent cell growth. It combines functions of a signal transductor and a scaffold protein through its interaction with integrins, then facilitating further protein recruitment within the ILK-PINCH-Parvin complex. ILK is involved in crucial cellular processes including proliferation, survival, differentiation, migration, invasion, and angiogenesis, which reflects on systemic changes in the kidney, heart, muscle, skin, and vascular system, also during the embryonal development. Dysfunction of ILK underlies the pathogenesis of various diseases, including the pro-oncogenic activity in tumorigenesis. ILK localizes mostly to the cell membrane and remains an important component of focal adhesion. We do know much about ILK but a lot still remains either uncovered or unclear. Although it was initially classified as a serine/threonine-protein kinase, its catalytical activity is now questioned due to structural and functional issues, leaving the exact molecular mechanism of signal transduction by ILK unsolved. While it is known that the three isoforms of ILK vary in length, the presence of crucial domains, and modification sites, most of the research tends to focus on the main isoform of this protein while the issue of functional differences of ILK2 and ILK3 still awaits clarification. The activity of ILK is regulated on the transcriptional, protein, and post-transcriptional levels. The crucial role of phosphorylation and ubiquitylation has been investigated, but the functions of the vast majority of modifications are still unknown. In the light of all those open issues, here we present an extensive literature survey covering a wide spectrum of latest findings as well as a past-to-present view on controversies regarding ILK, finishing with pointing out some open questions to be resolved by further research.
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Affiliation(s)
- Agata Górska
- Department of Cell Pathology, Faculty of Biotechnology, University of Wroclaw, ul. Joliot-Curie 14a, 50-383, Wrocław, Poland.
| | - Antonina Joanna Mazur
- Department of Cell Pathology, Faculty of Biotechnology, University of Wroclaw, ul. Joliot-Curie 14a, 50-383, Wrocław, Poland.
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Chronic kidney disease induced by an adenine rich diet upregulates integrin linked kinase (ILK) and its depletion prevents the disease progression. Biochim Biophys Acta Mol Basis Dis 2019; 1865:1284-1297. [PMID: 30726718 DOI: 10.1016/j.bbadis.2019.01.024] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2018] [Revised: 12/21/2018] [Accepted: 01/23/2019] [Indexed: 01/06/2023]
Abstract
Kidney fibrosis is one of the main pathological findings of progressive chronic kidney disease (CKD) although the pathogenesis of renal scar formation remains incompletely explained. Integrin-linked kinase (ILK), a major scaffold protein between the extracellular matrix (ECM) and intracellular signaling pathways, is involved in several pathophysiological processes during renal damage. However, ILK contribution in the CKD progress remains to be fully elucidated. In the present work, we studied 1) the renal functional and structural consequences of CKD genesis and progression when ILK is depleted and 2) the potential of ILK depletion as a therapeutic approach to delay CKD progression. We induced an experimental CKD model, based on an adenine-supplemented diet on adult wild-type (WT) and ILK-depleted mice, with a tubulointerstitial damage profile resembling that is observed in human CKD. The adenine diet induced in WT mice a progressive increase in plasma creatinine and urea concentrations. In the renal cortex it was also observed tubular damage, interstitial fibrosis and progressive increased ECM components, pro-inflammatory and chemo-attractant cytokines, EMT markers and TGF-β1 expressions. These observations were highly correlated to a simultaneous increase of ILK expression and activity. In adenine-fed transgenic ILK-depleted mice, all these changes were prevented. Additionally, we evaluated the potential role of ILK depletion to be applied after the disease induction, as an effective approach to interventions in human CKD subjects. In this scenario, two weeks after the establishment of adenine-induced CKD, ILK was abrogated in WT mice and stabilized renal damage, avoiding CKD progression. We propose ILK to be a potential target to delay renal disease progression.
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Integrin-linked kinase: A new actor in the ageing process? Exp Gerontol 2017; 100:87-90. [PMID: 29101014 DOI: 10.1016/j.exger.2017.10.026] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2017] [Revised: 10/27/2017] [Accepted: 10/29/2017] [Indexed: 02/05/2023]
Abstract
Integrin-linked kinase (ILK) is a protein located in focal adhesion complexes that is linked to the cytoplasmic domain of integrin receptors. Together with PINCH and parvin, ILK forms the IPP complex, which is associated with conserved intracellular signalling pathways and integrin regulation of the actin cytoskeleton. ILK plays an essential role in a wide variety of cellular functions, including cell migration, differentiation, survival, and division. The present review summarizes recent evidence, suggesting a new role for ILK in organismal ageing and cellular senescence, indicating that ILK is a key regulator of longevity and premature cellular senescence induced by extracellular stressors.
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Hatem-Vaquero M, Griera M, García-Jerez A, Luengo A, Álvarez J, Rubio JA, Calleros L, Rodríguez-Puyol D, Rodríguez-Puyol M, De Frutos S. Peripheral insulin resistance in ILK-depleted mice by reduction of GLUT4 expression. J Endocrinol 2017; 234:115-128. [PMID: 28490443 DOI: 10.1530/joe-16-0662] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2017] [Accepted: 05/10/2017] [Indexed: 12/15/2022]
Abstract
The development of insulin resistance is characterized by the impairment of glucose uptake mediated by glucose transporter 4 (GLUT4). Extracellular matrix changes are induced when the metabolic dysregulation is sustained. The present work was devoted to analyze the possible link between the extracellular-to-intracellular mediator integrin-linked kinase (ILK) and the peripheral tissue modification that leads to glucose homeostasis impairment. Mice with general depletion of ILK in adulthood (cKD-ILK) maintained in a chow diet exhibited increased glycemia and insulinemia concurrently with a reduction of the expression and membrane presence of GLUT4 in the insulin-sensitive peripheral tissues compared with their wild-type littermates (WT). Tolerance tests and insulin sensitivity indexes confirmed the insulin resistance in cKD-ILK, suggesting a similar stage to prediabetes in humans. Under randomly fed conditions, no differences between cKD-ILK and WT were observed in the expression of insulin receptor (IR-B) and its substrate IRS-1 expressions. The IR-B isoform phosphorylated at tyrosines 1150/1151 was increased, but the AKT phosphorylation in serine 473 was reduced in cKD-ILK tissues. Similarly, ILK-blocked myotubes reduced their GLUT4 promoter activity and GLUT4 expression levels. On the other hand, the glucose uptake capacity in response to exogenous insulin was impaired when ILK was blocked in vivo and in vitro, although IR/IRS/AKT phosphorylation states were increased but not different between groups. We conclude that ILK depletion modifies the transcription of GLUT4, which results in reduced peripheral insulin sensitivity and glucose uptake, suggesting ILK as a molecular target and a prognostic biomarker of insulin resistance.
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Affiliation(s)
- Marco Hatem-Vaquero
- Department of Systems BiologyPhysiology Unit, Universidad de Alcalá, Madrid, Spain
- Instituto Reina Sofía de Investigación Renal and REDinREN from Instituto de Salud Carlos IIIMadrid, Spain
| | - Mercedes Griera
- Department of Systems BiologyPhysiology Unit, Universidad de Alcalá, Madrid, Spain
- Instituto Reina Sofía de Investigación Renal and REDinREN from Instituto de Salud Carlos IIIMadrid, Spain
| | - Andrea García-Jerez
- Department of Systems BiologyPhysiology Unit, Universidad de Alcalá, Madrid, Spain
- Instituto Reina Sofía de Investigación Renal and REDinREN from Instituto de Salud Carlos IIIMadrid, Spain
| | - Alicia Luengo
- Department of Systems BiologyPhysiology Unit, Universidad de Alcalá, Madrid, Spain
- Instituto Reina Sofía de Investigación Renal and REDinREN from Instituto de Salud Carlos IIIMadrid, Spain
| | - Julia Álvarez
- Endocrinology and Nutrition DepartmentHospital Príncipe de Asturias, Madrid, Spain
| | - José A Rubio
- Endocrinology and Nutrition DepartmentHospital Príncipe de Asturias, Madrid, Spain
| | - Laura Calleros
- Department of Systems BiologyPhysiology Unit, Universidad de Alcalá, Madrid, Spain
- Instituto Reina Sofía de Investigación Renal and REDinREN from Instituto de Salud Carlos IIIMadrid, Spain
| | - Diego Rodríguez-Puyol
- Instituto Reina Sofía de Investigación Renal and REDinREN from Instituto de Salud Carlos IIIMadrid, Spain
- Biomedical Research Foundation and Nephrology DepartmentHospital Príncipe de Asturias, Madrid, Spain
- Department of Systems BiologyPhysiology Unit, Universidad de Alcalá, Madrid, Spain
| | - Manuel Rodríguez-Puyol
- Department of Systems BiologyPhysiology Unit, Universidad de Alcalá, Madrid, Spain
- Instituto Reina Sofía de Investigación Renal and REDinREN from Instituto de Salud Carlos IIIMadrid, Spain
| | - Sergio De Frutos
- Department of Systems BiologyPhysiology Unit, Universidad de Alcalá, Madrid, Spain
- Instituto Reina Sofía de Investigación Renal and REDinREN from Instituto de Salud Carlos IIIMadrid, Spain
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Siragusa M, Fleming I. The eNOS signalosome and its link to endothelial dysfunction. Pflugers Arch 2016; 468:1125-1137. [DOI: 10.1007/s00424-016-1839-0] [Citation(s) in RCA: 84] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2016] [Accepted: 05/10/2016] [Indexed: 12/17/2022]
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Cano-Peñalver JL, Griera M, García-Jerez A, Hatem-Vaquero M, Ruiz-Torres MP, Rodríguez-Puyol D, Frutos SD, Rodríguez-Puyol M. Renal Integrin-Linked Kinase Depletion Induces Kidney cGMP-Axis Upregulation: Consequences on Basal and Acutely Damaged Renal Function. Mol Med 2015; 21:873-885. [PMID: 26562149 DOI: 10.2119/molmed.2015.00059] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2015] [Accepted: 11/09/2015] [Indexed: 12/12/2022] Open
Abstract
Soluble guanylyl cyclase (sGC) is activated by nitric oxide (NO) and produces cGMP, which activates cGMP-dependent protein kinases (PKG) and is hydrolyzed by specific phosphodiesterases (PDE). The vasodilatory and cytoprotective capacity of cGMP-axis activation results in a therapeutic strategy for several pathologies. Integrin-linked kinase (ILK), a major scaffold protein between the extracellular matrix and intracellular signaling pathways, may modulate the expression and functionality of the cGMP-axis-related proteins. We introduce ILK as a novel modulator in renal homeostasis as well as a potential target for cisplatin (CIS)-induced acute kidney injury (AKI) improvement. We used an adult mice model of depletion of ILK (cKD-ILK), which showed basal increase of sGC and PKG expressions and activities in renal cortex when compared with wildtype (WT) littermates. Twenty-four h activation of sGC activation with NO enhanced the filtration rate in cKD-ILK. During AKI, cKD-ILK maintained the cGMP-axis upregulation with consequent filtration rates enhancement and ameliorated CIS-dependent tubular epithelial-to-mesenchymal transition and inflammation and markers. To emphasize the role of cGMP-axis upregulation due to ILK depletion, we modulated the cGMP axis under AKI in vivo and in renal cultured cells. A suboptimal dose of the PDE inhibitor ZAP enhanced the beneficial effects of the ILK depletion in AKI mice. On the other hand, CIS increased contractility-related events in cultured glomerular mesangial cells and necrosis rates in cultured tubular cells; ILK depletion protected the cells while sGC blockade with ODQ fully recovered the damage.
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Affiliation(s)
- José Luis Cano-Peñalver
- Department of Systems Biology, Physiology Unit, Universidad de Alcalà, Alcalà de Henares, Madrid, Spain.,Instituto Reina Sofia de Investigaciόn Renal and REDinREN from Instituto de Salud Carlos III, Madrid, Spain
| | - Mercedes Griera
- Department of Systems Biology, Physiology Unit, Universidad de Alcalà, Alcalà de Henares, Madrid, Spain.,Instituto Reina Sofia de Investigaciόn Renal and REDinREN from Instituto de Salud Carlos III, Madrid, Spain
| | - Andrea García-Jerez
- Department of Systems Biology, Physiology Unit, Universidad de Alcalà, Alcalà de Henares, Madrid, Spain.,Instituto Reina Sofia de Investigaciόn Renal and REDinREN from Instituto de Salud Carlos III, Madrid, Spain
| | - Marco Hatem-Vaquero
- Department of Systems Biology, Physiology Unit, Universidad de Alcalà, Alcalà de Henares, Madrid, Spain.,Instituto Reina Sofia de Investigaciόn Renal and REDinREN from Instituto de Salud Carlos III, Madrid, Spain
| | - María Piedad Ruiz-Torres
- Department of Systems Biology, Physiology Unit, Universidad de Alcalà, Alcalà de Henares, Madrid, Spain.,Instituto Reina Sofia de Investigaciόn Renal and REDinREN from Instituto de Salud Carlos III, Madrid, Spain
| | - Diego Rodríguez-Puyol
- Instituto Reina Sofia de Investigaciόn Renal and REDinREN from Instituto de Salud Carlos III, Madrid, Spain.,Biomedical Research Foundation and Nephrology Department, Hospital Príncipe de Asturias, Alcalà de Henares, Madrid, Spain
| | - Sergio de Frutos
- Department of Systems Biology, Physiology Unit, Universidad de Alcalà, Alcalà de Henares, Madrid, Spain.,Instituto Reina Sofia de Investigaciόn Renal and REDinREN from Instituto de Salud Carlos III, Madrid, Spain
| | - Manuel Rodríguez-Puyol
- Department of Systems Biology, Physiology Unit, Universidad de Alcalà, Alcalà de Henares, Madrid, Spain.,Instituto Reina Sofia de Investigaciόn Renal and REDinREN from Instituto de Salud Carlos III, Madrid, Spain
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Integrin-linked kinase: a new member of the kinases involved in hypertensive end-organ damage? Clin Sci (Lond) 2014; 127:15-7. [PMID: 24483935 DOI: 10.1042/cs20140081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Integrin-linked kinase predominantly localizes at focal adhesions to regulate actin cytoskeletal dynamics, including cell migration and matrix remodelling. Although recent studies have suggested both physiological and pathophysiological roles of integrin-linked kinase in the cardiovascular and renal system, its involvement in hypertensive organ dysfunctions, such as those that occur in kidney, has not been investigated. In the present issue of Clinical Science, Alique and co-workers have demonstrated that angiotensin II-induced renal inflammatory responses were attenuated in mice with conditional deficiency of integrin-linked kinase, which were associated with suppression of nuclear factor κB activation and reactive oxygen species generation but not hypertension. The significance, potential mechanisms and future direction are presented and discussed in this Commentary.
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Cano-Peñalver JL, Griera M, Serrano I, Rodríguez-Puyol D, Dedhar S, de Frutos S, Rodríguez-Puyol M. Integrin-linked kinase regulates tubular aquaporin-2 content and intracellular location: a link between the extracellular matrix and water reabsorption. FASEB J 2014; 28:3645-59. [PMID: 24784577 DOI: 10.1096/fj.13-249250] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
One of the clinical alterations observed in chronic renal disease (CRD) is the impaired urine concentration, known as diabetes insipidus (DI). Tubulointerstitial fibrosis of the kidney is also a pathological finding observed in CRD and involves composition of extracellular matrix (ECM). However, an association between these two events has not been elucidated. In this study, we showed that the extracellular-to-intracellular scaffold protein integrin-linked kinase (ILK) regulates expression of tubular water channel aquaporin-2 (AQP2) and its apical membrane presence in the renal tubule. Basally, polyuria and decreased urine osmolality were present in ILK conditional-knockdown (cKD-ILK) adult mice compared with nondepleted ILK littermates. No changes were observed in arginine-vasopressin (AVP) blood levels, renal receptor (V2R), or AQP3 expression. However, tubular AQP2 was decreased in expression and apical membrane presence in cKD-ILK mice, where the canonical V2R/cAMP axis activation is still functional, but independent of the absence of ILK. Thus, cKD-ILK constitutes a nephrogenic diabetes insipidus (NDI) model. AQP2 and ILK colocalize in cultured inner medullary collecting duct (mIMCD3) cells. Specific ILK siRNAs and collagen I (Col) decrease ILK and AQP2 levels and AQP2 presence on the membrane of tubular mIMCD3 cells, which impairs the capacity of the cells to transport water under hypotonic stress. The present work points to ILK as a therapeutic target in NDI.
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Affiliation(s)
- Jose Luis Cano-Peñalver
- Department of Systems Biology, Physiology Unit, Universidad de Alcalá, Alcalá de Henares, Madrid, Spain; Instituto Reina Sofia de Investigación Renal and Red de Investigación Renal (REDinREN), Instituto de Salud Carlos III, Madrid, Spain
| | - Mercedes Griera
- Department of Systems Biology, Physiology Unit, Universidad de Alcalá, Alcalá de Henares, Madrid, Spain; Instituto Reina Sofia de Investigación Renal and Red de Investigación Renal (REDinREN), Instituto de Salud Carlos III, Madrid, Spain
| | - Isabel Serrano
- Department of Integrative Oncology, British Columbia Cancer Research Center, Vancouver, British Columbia, Canada; and
| | - Diego Rodríguez-Puyol
- Instituto Reina Sofia de Investigación Renal and Red de Investigación Renal (REDinREN), Instituto de Salud Carlos III, Madrid, Spain; Biomedical Research Foundation and Department of Nephrology, Hospital Príncipe de Asturias, Alcalá de Henares, Madrid, Spain
| | - Shoukat Dedhar
- Department of Integrative Oncology, British Columbia Cancer Research Center, Vancouver, British Columbia, Canada; and
| | - Sergio de Frutos
- Department of Systems Biology, Physiology Unit, Universidad de Alcalá, Alcalá de Henares, Madrid, Spain; Instituto Reina Sofia de Investigación Renal and Red de Investigación Renal (REDinREN), Instituto de Salud Carlos III, Madrid, Spain;
| | - Manuel Rodríguez-Puyol
- Department of Systems Biology, Physiology Unit, Universidad de Alcalá, Alcalá de Henares, Madrid, Spain; Instituto Reina Sofia de Investigación Renal and Red de Investigación Renal (REDinREN), Instituto de Salud Carlos III, Madrid, Spain
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