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Updated: Sep 27, 2026

Isolation of Nuclei from Human Intermuscular Adipose Tissue and Downstream Single-Nuclei RNA Sequencing
Published on: May 3, 2024
Integrated Bulk and Single-Nucleus Transcriptomics Characterizes the Developmental and Regional Specialization of
Siyu Zhang1,2, Qihong Zhang1,3, Jiali Wang1
1State Key Laboratory of Swine and Poultry Breeding Industry, Guangdong Provincial Key Lab of Agro-Animal Genomics and Molecular Breeding, College of Animal Science, South China Agricultural University, Guangzhou 510642, China.
Abstract:
Excessive abdominal fat deposition reduces feed efficiency and edible carcass yield in chickens, yet its developmental and regional specialization remains poorly understood. We generated 93 bulk RNA sequencing (RNA-seq) libraries from 15 fat-associated anatomical regions at embryonic day 16 (E16) and 16 regions at 2 weeks post-hatch (2w) in six Xinghua chickens. Exploratory single-nucleus RNA sequencing was additionally performed on abdominal region (AR) tissue from one individual at each stage. Repeated-measures-aware analysis identified developmental stage as the major source of transcriptomic variation, with 4556 genes expressed at higher levels at E16 and 4528 at 2w. E16-associated programs were enriched for proliferation, morphogenesis, and structural development, whereas postnatal programs were dominated by immune and stimulus-response processes. Stage-specific weighted gene co-expression network analysis (WGCNA) identified substantial regional heterogeneity. AR showed stage-dependent signatures, including higher developmental and morphogenetic programs and lower lipid-metabolic programs at E16, and higher cell-cycle-related and lower developmental and fatty-acid-metabolic programs at 2w. Single-nucleus analysis identified adipose-lineage and multiple non-adipocyte populations, and cross-omics mapping showed that AR-associated signatures were distributed across multiple cellular compartments. These results suggest stage-dependent, multicellular transcriptional specialization of chicken AR tissue.

