Thomas MC, Brownlee M, Susztak K, Sharma K, Jandeleit-Dahm KAM, Zoungas S, et al. Diabetic kidney disease. Nat Rev Dis Primers. 2015;1(1):15018.

Article  PubMed  PubMed Central  Google Scholar 

Bojestig M, Arnqvist HJ, Hermansson G, Karlberg BE, Ludvigsson J. Declining incidence of Nephropathy in insulin-dependent diabetes Mellitus. N Engl J Med. 1994;330(1):15–8.

Article  PubMed  CAS  Google Scholar 

Hovind P, Tarnow L, Rossing K, Rossing P, Eising S, Larsen N, et al. Decreasing incidence of severe Diabetic Microangiopathy in Type 1 diabetes. Diabetes Care. 2003;26(4):1258–64.

Article  PubMed  Google Scholar 

Burrows NR, Li Y, Geiss LS. Incidence of treatment for end-stage renal disease among individuals with diabetes in the U.S. continues to decline. Diabetes Care. 2010;33(1):73–7.

Article  PubMed  PubMed Central  Google Scholar 

Zoccali C, Kramer A, Jager K. The databases: renal replacement therapy since 1989—The European Renal Association and European Dialysis and Transplant Association (ERA-EDTA). Clin J Am Soc Nephrol. 2009;4(1 Suppl):S18–22.

Article  PubMed  Google Scholar 

Ogurtsova K, Da Rocha Fernandes JD, Huang Y, Linnenkamp U, Guariguata L, Cho NH, et al. IDF Diabetes Atlas: global estimates for the prevalence of diabetes for 2015 and 2040. Diabetes Res Clin Pract. 2017;128:40–50.

Article  PubMed  CAS  Google Scholar 

Alicic RZ, Rooney MT, Tuttle KR. Diabetic kidney disease: challenges, Progress, and possibilities. Clin J Am Soc Nephrol. 2017;12(12):2032–45.

Article  PubMed  PubMed Central  CAS  Google Scholar 

Seaquist ER, Goetz FC, Rich S, Barbosa J. Familial clustering of Diabetic kidney disease. N Engl J Med. 1989;320(18):1161–65.

Article  PubMed  CAS  Google Scholar 

Borch-Johnsen K, Nørgaard K, Hommel E, Mathiesen ER, Jensen JS, Deckert T, et al. Is diabetic nephropathy an inherited complication? Kidney Int. 1992;41(4):719–22.

Article  PubMed  CAS  Google Scholar 

Lee J, Tsogbadrakh B, Yang S, Ryu H, Kang E, Kang M, et al. Klotho ameliorates protection. Biochem Biophys Res Commun. 2021;534:1040–46.

Article  PubMed  CAS  Google Scholar 

Retnakaran R, Cull CA, Thorne KI, Adler AI, Holman RR, Group ftUS. Risk factors for renal dysfunction in type 2 diabetes. Diabetes. 2006;55(6):1832–39.

Article  PubMed  CAS  Google Scholar 

Hasan I, Brifkani Z, Heilig C, Nahman N, Atta M, Heilig K et al. Diabetic Nephropathy on Renal Biopsy in the absence of clinical diabetes Mellitus. Am J Kidney Dis. 2020;75(4):583.

Li Y, Pan Y, Cao S, Sasaki K, Wang Y, Niu A, et al. Podocyte EGFR inhibits Autophagy through Upregulation of Rubicon in type 2 Diabetic Nephropathy. Diabetes. 2021;70(2):562–76.

Article  PubMed  CAS  Google Scholar 

Ma J, Li C, Liu T, Zhang L, Wen X, Liu X, et al. Identification of markers for diagnosis and treatment of Diabetic kidney Disease based on the ferroptosis and Immune. Oxid Med Cell Longev. 2022;2022:1–21.

Google Scholar 

Kurts C, Panzer U, Anders H-J, Rees AJ. The immune system and kidney disease: basic concepts and clinical implications. Nat Rev Immunol. 2013;13(10):738–53.

Article  PubMed  CAS  Google Scholar 

Donnan MD, Kenig-Kozlovsky Y, Quaggin SE. The lymphatics in kidney health and disease. Nat Rev Nephrol. 2021;17(10):655–75.

Article  PubMed  Google Scholar 

Eberwine J, Sul J-Y, Bartfai T, Kim J. The promise of single-cell sequencing. Nat Methods. 2014;11(1):25–7.

Article  PubMed  CAS  Google Scholar 

Pennisi E. Chronicling embryos, cell by cell, gene by gene. Science. 2018;360(6387):367–67.

Article  PubMed  CAS  Google Scholar 

Tang F, Barbacioru C, Wang Y, Nordman E, Lee C, Xu N, et al. mRNA-Seq whole-transcriptome analysis of a single cell. Nat Methods. 2009;6(5):377–82.

Article  PubMed  CAS  Google Scholar 

Islam S, Kjällquist U, Moliner A, Zajac P, Fan J-B, Lönnerberg P, et al. Characterization of the single-cell transcriptional landscape by highly multiplex RNA-seq. Genome Res. 2011;21(7):1160–67.

Article  PubMed  PubMed Central  CAS  Google Scholar 

Ramsköld D, Luo S, Wang Y-C, Li R, Deng Q, Faridani OR, et al. Full-length mRNA-Seq from single-cell levels of RNA and individual circulating tumor cells. Nat Biotechnol. 2012;30(8):777–82.

Article  PubMed  PubMed Central  Google Scholar 

Macosko Evan Z, Basu A, Satija R, Nemesh J, Shekhar K, Goldman M, et al. Highly parallel genome-wide expression profiling of individual cells using Nanoliter droplets. Cell. 2015;161(5):1202–14.

Article  PubMed  PubMed Central  CAS  Google Scholar 

Gierahn TM, Wadsworth MH, Hughes TK, Bryson BD, Butler A, Satija R, et al. Seq-Well: portable, low-cost RNA sequencing of single cells at high throughput. Nat Methods. 2017;14(4):395–98.

Article  PubMed  PubMed Central  CAS  Google Scholar 

Asp M, Bergenstråhle J, Lundeberg J. Spatially resolved transcriptomes—Next Generation Tools for tissue exploration. BioEssays. 2020;42(10):1900221.

Article  Google Scholar 

Liu C, Li R, Li Y, Lin X, Zhao K, Liu Q, et al. Spatiotemporal mapping of gene expression landscapes and developmental trajectories during zebrafish embryogenesis. Dev Cell. 2022;57(10):1284–e985.

Article  PubMed  CAS  Google Scholar 

Wang Y, Chen Y, Gao J, Xie H, Guo Y, Yang J, et al. Mapping crossover events of mouse meiotic recombination by restriction fragment ligation-based Refresh-Seq. Cell Discov. 2024;10(1):26.

Article  PubMed  PubMed Central  CAS  Google Scholar 

Isnard P, D Humphreys B. Spatial transcriptomics: integrating morphology and molecular mechanisms of kidney diseases. Am J Pathol. 2024. S0002-9440(24)00276-1.

Muto Y, Wilson PC, Ledru N, Wu H, Dimke H, Waikar SS, et al. Single cell transcriptional and chromatin accessibility profiling redefine cellular heterogeneity in the adult human kidney. Nat Commun. 2021;12(1):2190.

Article  PubMed  PubMed Central  CAS  Google Scholar 

Hawrylycz MJ, Lein ES, Guillozet-Bongaarts AL, Shen EH, Ng L, Miller JA, et al. An anatomically comprehensive atlas of the adult human brain transcriptome. Nature. 2012;489(7416):391–99.

Article  PubMed  PubMed Central  CAS  Google Scholar 

Ziegenhain C, Vieth B, Parekh S, Reinius B, Guillaumet-Adkins A, Smets M, et al. Comparative analysis of single-cell RNA sequencing methods. Mol Cell. 2017;65(4):631–e434.

Article  PubMed  CAS  Google Scholar 

Zilionis R, Nainys J, Veres A, Savova V, Zemmour D, Klein AM, et al. Single-cell barcoding and sequencing using droplet microfluidics. Nat Protoc. 2017;12(1):44–73.

Article  PubMed  CAS  Google Scholar 

Dupont CL, Rusch DB, Yooseph S, Lombardo M-J, Alexander Richter R, Valas R, et al. Genomic insights to SAR86, an abundant and uncultivated marine bacterial lineage. ISME J. 2012;6(6):1186–99.

Article  PubMed  CAS  Google Scholar 

Aad G, Abbott B, Abbott DC, Abud AA, Abeling K, Abhayasinghe DK, et al. Measurements of jet observables sensitive to b-quark fragmentation in tt¯ events at the LHC with the ATLAS detector. Phys Rev D. 2022;106(3):032008.

Article  CAS