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1.
BMC Genomics ; 25(1): 427, 2024 Apr 30.
Artigo em Inglês | MEDLINE | ID: mdl-38689254

RESUMO

BACKGROUND: Current approaches to profile the single-cell transcriptomics of human pancreatic endocrine cells almost exclusively rely on freshly isolated islets. However, human islets are limited in availability. Furthermore, the extensive processing steps during islet isolation and subsequent single cell dissolution might alter gene expressions. In this work, we report the development of a single-nucleus RNA sequencing (snRNA-seq) approach with targeted islet cell enrichment for endocrine-population focused transcriptomic profiling using frozen archival pancreatic tissues without islet isolation. RESULTS: We cross-compared five nuclei isolation protocols and selected the citric acid method as the best strategy to isolate nuclei with high RNA integrity and low cytoplasmic contamination from frozen archival human pancreata. We innovated fluorescence-activated nuclei sorting based on the positive signal of NKX2-2 antibody to enrich nuclei of the endocrine population from the entire nuclei pool of the pancreas. Our sample preparation procedure generated high-quality single-nucleus gene-expression libraries while preserving the endocrine population diversity. In comparison with single-cell RNA sequencing (scRNA-seq) library generated with live cells from freshly isolated human islets, the snRNA-seq library displayed comparable endocrine cellular composition and cell type signature gene expression. However, between these two types of libraries, differential enrichments of transcripts belonging to different functional classes could be observed. CONCLUSIONS: Our work fills a technological gap and helps to unleash frozen archival pancreatic tissues for molecular profiling targeting the endocrine population. This study opens doors to retrospective mappings of endocrine cell dynamics in pancreatic tissues of complex histopathology. We expect that our protocol is applicable to enrich nuclei for transcriptomics studies from various populations in different types of frozen archival tissues.


Assuntos
Núcleo Celular , Proteína Homeobox Nkx-2.2 , Proteínas de Homeodomínio , Ilhotas Pancreáticas , Proteínas Nucleares , Análise de Sequência de RNA , Análise de Célula Única , Fatores de Transcrição , Humanos , Ilhotas Pancreáticas/metabolismo , Ilhotas Pancreáticas/citologia , Análise de Célula Única/métodos , Análise de Sequência de RNA/métodos , Núcleo Celular/genética , Núcleo Celular/metabolismo , Perfilação da Expressão Gênica/métodos , Pâncreas/metabolismo , Pâncreas/citologia , Transcriptoma
2.
Endocrinology ; 163(11)2022 10 11.
Artigo em Inglês | MEDLINE | ID: mdl-36130190

RESUMO

Epidemiology studies demonstrate that women are at a significantly lower risk of developing type 2 diabetes (T2D) compared to men. However, the molecular basis of this risk difference is not well understood. In this study, we examined the sex differences in the genetic programs of pancreatic endocrine cells. We combined pancreas perifusion data and single-cell genomic data from our laboratory and from publicly available data sets to investigate multiple axes of the sex differences in the human pancreas at the single-cell type and single-cell level. We systematically compared female and male islet secretion function, gene expression program, and regulatory principles of pancreatic endocrine cells. The perifusion data indicate that female endocrine cells have a higher secretion capacity than male endocrine cells. Single-cell RNA-sequencing analysis suggests that endocrine cells in male controls have molecular signatures that resemble T2D. In addition, we identified genomic elements associated with genome-wide association study T2D loci to have differential accessibility between female and male delta cells. These genomic elements may play a sex-specific causal role in the pathogenesis of T2D. We provide molecular mechanisms that explain the differential risk of T2D between women and men. Knowledge gained from our study will accelerate the development of diagnostics and therapeutics in sex-aware precision medicine for diabetes.


Assuntos
Diabetes Mellitus Tipo 2 , Ilhotas Pancreáticas , Diabetes Mellitus Tipo 2/metabolismo , Feminino , Estudo de Associação Genômica Ampla , Humanos , Ilhotas Pancreáticas/metabolismo , Masculino , Pâncreas/metabolismo , RNA/metabolismo , Caracteres Sexuais
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