RESUMEN
Endothelial cell (EC) injury is a crucial contributor to the progression of diabetic kidney disease (DKD), but the specific EC populations and mechanisms involved remain elusive. Kidney ECs (n = 5464) were collected at three timepoints from diabetic BTBRob/ob mice and non-diabetic littermates. Their heterogeneity, transcriptional changes, and alternative splicing during DKD progression were mapped using SmartSeq2 single-cell RNA sequencing (scRNAseq) and elucidated through pathway, network, and gene ontology enrichment analyses. We identified 13 distinct transcriptional EC phenotypes corresponding to different kidney vessel subtypes, confirmed through in situ hybridization and immunofluorescence. EC subtypes along nephrons displayed extensive zonation related to their functions. Differential gene expression analyses in peritubular and glomerular ECs in DKD underlined the regulation of DKD-relevant pathways including EIF2 signaling, oxidative phosphorylation, and IGF1 signaling. Importantly, this revealed the differential alteration of these pathways between the two EC subtypes and changes during disease progression. Furthermore, glomerular and peritubular ECs also displayed aberrant and dynamic alterations in alternative splicing (AS), which is strongly associated with DNA repair. Strikingly, genes displaying differential transcription or alternative splicing participate in divergent biological processes. Our study reveals the spatiotemporal regulation of gene transcription and AS linked to DKD progression, providing insight into pathomechanisms and clues to novel therapeutic targets for DKD treatment.
Asunto(s)
Empalme Alternativo , Nefropatías Diabéticas , Células Endoteliales , Análisis de la Célula Individual , Transcriptoma , Animales , Nefropatías Diabéticas/genética , Nefropatías Diabéticas/metabolismo , Nefropatías Diabéticas/patología , Ratones , Análisis de la Célula Individual/métodos , Células Endoteliales/metabolismo , Células Endoteliales/patología , Riñón/metabolismo , Riñón/patología , Regulación de la Expresión Génica , Transcripción Genética , Perfilación de la Expresión Génica/métodos , MasculinoRESUMEN
The salt-inducible kinases (SIKs) 1 to 3, belonging to the AMPK-related kinase family, serve as master regulators orchestrating a diverse set of physiological processes such as metabolism, bone formation, immune response, oncogenesis, and cardiac rhythm. Owing to its key regulatory role, the SIK kinases have emerged as compelling targets for pharmacological intervention across a diverse set of indications. Therefore, there is interest in developing SIK inhibitors with defined selectivity profiles both to further dissect the downstream biology and for treating disease. However, despite a large pharmaceutical interest in the SIKs, experimental structures of SIK kinases are scarce. This is likely due to the challenges associated with the generation of proteins suitable for structural studies. By adopting a rational approach to construct design and protein purification, we successfully crystallized and subsequently solved the structure of SIK3 in complex with HG-9-91-01, a potent SIK inhibitor. To enable further SIK3-inhibitor complex structures we identified an antibody fragment that facilitated crystallization and enabled a robust protocol suitable for structure-based drug design. The structures reveal SIK3 in an active conformation, where the ubiquitin-associated domain is shown to provide further stabilization to this active conformation. We present four pharmacologically relevant and distinct SIK3-inhibitor complexes. These detail the key interaction for each ligand and reveal how different regions of the ATP site are engaged by the different inhibitors to achieve high affinity. Notably, the structure of SIK3 in complex with a SIK3 specific inhibitor offers insights into isoform selectivity.
Asunto(s)
Inhibidores de Proteínas Quinasas , Proteínas Serina-Treonina Quinasas , Humanos , Proteínas Serina-Treonina Quinasas/metabolismo , Proteínas Serina-Treonina Quinasas/química , Proteínas Serina-Treonina Quinasas/antagonistas & inhibidores , Inhibidores de Proteínas Quinasas/química , Inhibidores de Proteínas Quinasas/farmacología , Cristalografía por Rayos X , Unión Proteica , Conformación Proteica , Modelos Moleculares , Proteínas QuinasasRESUMEN
Development of physiologically relevant cellular models with strong translatability to human pathophysiology is critical for identification and validation of novel therapeutic targets. Herein we describe a detailed protocol for generation of an advanced 3-dimensional kidney cellular model using induced pluripotent stem cells, where differentiation and maturation of kidney progenitors and podocytes can be monitored in live cells due to CRISPR/Cas9-mediated fluorescent tagging of kidney lineage markers (SIX2 and NPHS1). Utilizing these cell lines, we have refined the previously published procedures to generate a new, higher throughput protocol suitable for drug discovery. Using paraffin-embedded sectioning and whole-mount immunostaining, we demonstrated that organoids grown in suspension culture express key markers of kidney biology (WT1, ECAD, LTL, nephrin) and vasculature (CD31) within renal cortical structures with microvilli, tight junctions and podocyte foot processes visualized by electron microscopy. Additionally, the organoids resemble the adult kidney transcriptomics profile, thereby strengthening the translatability of our in vitro model. Thus, development of human nephron-like structures in vitro fills a major gap in our ability to assess the effect of potential treatment on key kidney structures, opening up a wide range of possibilities to improve clinical translation.
Asunto(s)
Sistemas CRISPR-Cas , Descubrimiento de Drogas/métodos , Edición Génica/métodos , Células Madre Pluripotentes Inducidas/fisiología , Riñón/fisiología , Organoides/fisiología , Podocitos/fisiología , Biomarcadores/metabolismo , Diferenciación Celular , Línea Celular , Linaje de la Célula , Regulación de la Expresión Génica , Genotipo , Ensayos Analíticos de Alto Rendimiento , Proteínas de Homeodominio/genética , Proteínas de Homeodominio/metabolismo , Humanos , Células Madre Pluripotentes Inducidas/efectos de los fármacos , Células Madre Pluripotentes Inducidas/metabolismo , Células Madre Pluripotentes Inducidas/ultraestructura , Riñón/efectos de los fármacos , Riñón/metabolismo , Riñón/ultraestructura , Proteínas de la Membrana/genética , Proteínas de la Membrana/metabolismo , Proteínas del Tejido Nervioso/genética , Proteínas del Tejido Nervioso/metabolismo , Organoides/efectos de los fármacos , Organoides/metabolismo , Organoides/ultraestructura , Fenotipo , Podocitos/efectos de los fármacos , Podocitos/metabolismo , Podocitos/ultraestructura , Factores de Tiempo , TranscriptomaRESUMEN
The chemokine receptor CX3CR1 has been implicated as an attractive therapeutic target in several diseases, including atherosclerosis and diabetes. However, there has been a lack of non-peptide CX3CR1 inhibitors to substantiate these findings. A selective small-molecule inhibitor of CX3CR1, AZD8797, was recently reported and we present here an in-depth in vitro characterization of that molecule. In a flow adhesion assay, AZD8797 antagonized the natural ligand, fractalkine (CX3CL1), in both human whole blood (hWB) and in a B-lymphocyte cell line with IC50 values of 300 and 6 nM respectively. AZD8797 also prevented G-protein activation in a [(35)S]GTPγS (guanosine 5'-[γ-thio]triphosphate) accumulation assay. In contrast, dynamic mass redistribution (DMR) experiments revealed a weak Gαi-dependent AZD8797 agonism. Additionally, AZD8797 positively modulated the CX3CL1 response at sub-micromolar concentrations in a ß-arrestin recruitment assay. In equilibrium saturation binding experiments, AZD8797 reduced the maximal binding of (125)I-CX3CL1 without affecting Kd. Kinetic experiments, determining the kon and koff of AZD8797, demonstrated that this was not an artefact of irreversible or insurmountable binding, thus a true non-competitive mechanism. Finally we show that both AZD8797 and GTPγS increase the rate with which CX3CL1 dissociates from CX3CR1 in a similar manner, indicating a connection between AZD8797 and the CX3CR1-bound G-protein. Collectively, these data show that AZD8797 is a non-competitive allosteric modulator of CX3CL1, binding CX3CR1 and effecting G-protein signalling and ß-arrestin recruitment in a biased way.