A PHP Error was encountered

Severity: Warning

Message: fopen(/var/lib/php/sessions/ci_sessionco4116cg0mr0138c1qpglt1m2620dik4): Failed to open stream: No space left on device

Filename: drivers/Session_files_driver.php

Line Number: 177

Backtrace:

File: /var/www/html/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: Warning

Message: session_start(): Failed to read session data: user (path: /var/lib/php/sessions)

Filename: Session/Session.php

Line Number: 137

Backtrace:

File: /var/www/html/index.php
Line: 316
Function: require_once

Characterizing pancreatic β-cell heterogeneity in the streptozotocin model by single-cell transcriptomic analysis. | LitMetric

AI Article Synopsis

  • The study investigates the effects of streptozotocin (STZ) on pancreatic hormone-producing islet cells to understand cellular changes in diabetes models.
  • Researchers used single-cell RNA sequencing to analyze nearly 3,000 pancreatic endocrine cells, employing various techniques for data analysis and validation.
  • Results showed that while some β-cells survived STZ treatment and adopted new characteristics, no evidence of conversion between different β-cell populations was found, suggesting limited regeneration potential in this diabetes model.

Article Abstract

Objectives: The streptozotocin (STZ) model is widely used in diabetes research. However, the cellular and molecular states of pancreatic endocrine cells in this model remain unclear. This study explored the molecular characteristics of islet cells treated with STZ and re-evaluated β-cell dysfunction and regeneration in the STZ model.

Methods: We performed single-cell RNA sequencing of pancreatic endocrine cells from STZ-treated mice. High-quality sequencing data from 2,999 cells were used to identify clusters via Louvain clustering analysis. Principal component analysis (PCA), t-distributed stochastic neighbor embedding (t-SNE), uniform manifold approximation and projection (UMAP), force-directed layout (FDL), and differential expression analysis were used to define the heterogeneity and transcriptomic changes in islet cells. In addition, qPCR and immunofluorescence staining were used to confirm findings from the sequencing data.

Results: Untreated β-cells were divided into two populations at the transcriptomic level, a large high-Glut2 expression (Glut2) population and a small low-Glut2 expression (Glut2) population. At the transcriptomic level, Glut2 β-cells in adult mice did not represent a developmentally immature state, although a fraction of genes associated with β-cell maturation and function were downregulated in Glut2 cells. After a single high-dose STZ treatment, most Glut2 cells were killed, but Glut2 cells survived and over time changed to a distinct cell state. We did not observe conversion of Glut2 to Glut2 β-cells up to 9 months after STZ treatment. In addition, we did not detect transcriptomic changes in the non-β endocrine cells or a direct trans-differentiation pathway from the α-cell lineage to the β-cell lineage in the STZ model.

Conclusions: We identified the heterogeneity of β-cells in both physiological and pathological conditions. However, we did not observe conversion of Glut2 to Glut2 β-cells, transcriptomic changes in the non-β endocrine cells, or direct trans-differentiation from the α-cell lineage to the β-cell lineage in the STZ model. Our results clearly define the states of islet cells treated with STZ and allow us to re-evaluate the STZ model widely used in diabetes studies.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7184252PMC
http://dx.doi.org/10.1016/j.molmet.2020.100982DOI Listing

Publication Analysis

Top Keywords

endocrine cells
16
stz model
12
islet cells
12
transcriptomic changes
12
glut2 β-cells
12
glut2 cells
12
cells
11
glut2
10
stz
9
model diabetes
8

Similar Publications

Leveraging pre-trained machine learning models for islet quantification in type 1 diabetes.

J Pathol Inform

January 2025

Department of Pharmaceutics, Center for Pharmacometrics and Systems Pharmacology, Intelligent Critical Care Center, College of Pharmacy, University of Florida, Orlando, FL, USA.

Human islets display a high degree of heterogeneity in terms of size, number, architecture, and endocrine cell-type compositions. An ever-increasing number of immunohistochemistry-stained whole slide images (WSIs) are available through the online pathology database of the Network for Pancreatic Organ donors with Diabetes (nPOD) program at the University of Florida (UF). We aimed to develop an enhanced machine learning-assisted WSI analysis workflow to utilize the nPOD resource for analysis of endocrine cell heterogeneity in the natural history of type 1 diabetes (T1D) in comparison to donors without diabetes.

View Article and Find Full Text PDF

Background: The simultaneous differentiation of human pluripotent stem cells (hPSCs) into both endodermal and mesodermal lineages is crucial for developing complex, vascularized tissues, yet poses significant challenges. This study explores a method for co-differentiation of mesoderm and endoderm, and their subsequent differentiation into pancreatic progenitors (PP) with endothelial cells (EC).

Methods: Two hPSC lines were utilized.

View Article and Find Full Text PDF

One of the major age-related declines in female reproductive function is the reduced quantity and quality of oocytes. Here we demonstrate that structural changes in the zona pellucida (ZP) were associated with decreased fertilization rates from 34- to 38-week-old female mice, equivalent to the mid-reproductive of human females. In middle-aged mouse ovaries, the decline in the number of transzonal projections was accompanied by a decrease in cumulus cell-oocyte interactions, resulting in a deterioration of the oocyte quality.

View Article and Find Full Text PDF

Ovarian tissue cryopreservation for a girl with combined severe hemolytic anemia due to pyruvate kinase deficiency: a case report and literature review.

Gynecol Endocrinol

December 2024

Department of Gynecological Endocrinology, Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing, China.

Objective: To present a young girl with pyruvate kinase deficiency (PKD) and concurrent severe hemolytic anemia who underwent fertility preservation and cryopreservation. Clinical symptoms, diagnosis, treatment, and new strategies for fertility protection and preservation in PKD patients who require allogeneic hematopoietic stem cell therapy are explored.

Case Presentation: Six-year-old girl with persistent unconjugated hyperbilirubinemia and severe hemolytic anemia since birth, continuous elevation of bilirubin levels and severe splenomegaly.

View Article and Find Full Text PDF

Placental trophoblasts constitute the interface between the fetal and maternal environments and physically prevent maternal-fetal viral transmission. However, congenital human cytomegalovirus (HCMV) infection in the early stages of pregnancy results in severe symptoms in the fetus. HCMV is the most common causative agent of intrauterine infection.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!