Background: Global transcriptional profiling of individual cells represents a powerful approach to systematically survey contributions from cell-specific molecular phenotypes to human disease states but requires tissue-specific protocols. Here we sought to comprehensively evaluate protocols for single cell isolation and transcriptional profiling from heart tissue, focusing particularly on frozen tissue which is necessary for study of human hearts at scale.
Methods And Results: Using flow cytometry and high-content screening, we found that enzymatic dissociation of fresh murine heart tissue resulted in a sufficient yield of intact cells while for frozen murine or human heart resulted in low-quality cell suspensions across a range of protocols. These findings were consistent across enzymatic digestion protocols and whether samples were snap-frozen or treated with RNA-stabilizing agents before freezing. In contrast, we show that isolation of cardiac nuclei from frozen hearts results in a high yield of intact nuclei, and leverage expression arrays to show that nuclear transcriptomes reliably represent the cytoplasmic and whole-cell transcriptomes of the major cardiac cell types. Furthermore, coupling of nuclear isolation to PCM1-gated flow cytometry facilitated specific cardiomyocyte depletion, expanding resolution of the cardiac transcriptome beyond bulk tissue transcriptomes which were most strongly correlated with PCM1 transcriptomes (r = 0.8). We applied these methods to generate a transcriptional catalogue of human cardiac cells by droplet-based RNA-sequencing of 8,460 nuclei from which cellular identities were inferred. Reproducibility of identified clusters was confirmed in an independent biopsy (4,760 additional PCM1 nuclei) from the same human heart.
Conclusion: Our results confirm the validity of single-nucleus but not single-cell isolation for transcriptional profiling of individual cells from frozen heart tissue, and establishes PCM1-gating as an efficient tool for cardiomyocyte depletion. In addition, our results provide a perspective of cell types inferred from single-nucleus transcriptomes that are present in an adult human heart.
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http://dx.doi.org/10.1016/j.heliyon.2020.e05810 | DOI Listing |
Sci Data
December 2024
Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China.
Abscisic acid (ABA) is a crucial phytohormone that regulates plant growth and stress responses. While substantial knowledge exists about transcriptional regulation, the molecular mechanisms underlying ABA-triggered translational regulation remain unclear. Recent advances in deep sequencing of ribosome footprints (Ribo-seq) enable the mapping and quantification of mRNA translation efficiency.
View Article and Find Full Text PDFGene
December 2024
Scientific Research Center, The Third Affiliated Hospital of Zunyi Medical University (The First People's Hospital of Zunyi), Zunyi, Guizhou, China; Department of Clinical Laboratory, The Third Affiliated Hospital of Zunyi Medical University (The First People's Hospital of Zunyi), Zunyi, Guizhou, China. Electronic address:
Pre-existing of pulmonary tuberculosis (PTB) poses increased lung cancer risk, yet the molecular mechanisms remain inadequately understood. This study sought to elucidate the potential mechanisms by performing comprehensive analyses of differentially expressed genes (DEGs) in peripheral blood mononuclear cells (PBMCs) from patients with PTB, lung adenocarcinoma (LUAD), and lung squamous cell carcinoma (LUSC). Microarray assays were employed to analyze the DEGs in PBMCs of these patients.
View Article and Find Full Text PDFVirus Res
December 2024
Institute of Plant Science and Resources (IPSR), Okayama University, Kurashiki 710-0046, Japan.
Transmission of plant viruses that replicate in the insect vector is known as persistent-propagative manner. However, it remains unclear whether such virus-vector relationships also occur between plant viruses and other biological vectors such as arthropod mites. In this study, we investigated the possible replication of orchid fleck virus (OFV), a segmented plant rhabdovirus, within its mite vector (Brevipalpus californicus s.
View Article and Find Full Text PDFPlant Physiol Biochem
December 2024
School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China. Electronic address:
NAC (NAM, ATAF1/2 and CUC2) is a transcription factor which contributes to the response for both biotic and abiotic stresses. In this study, the regulatory effects and potential mechanisms of SNAC4/9 on resistance to Botrytis cinerea (B. cinerea) were investigated by the differences in physiological and biochemical indices as well as transcriptional and metabolic profiles between SNAC4/9 overexpressed (OE-SNAC4/9) and wild-type (WT) tomato fruit inoculated with B.
View Article and Find Full Text PDFJ Pharm Biomed Anal
December 2024
Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, PR China. Electronic address:
Flavonoids serve as bioactive components and contribute to medicinal and nutritional profile of Lycii fructus. However, there is limited information regarding the influence of ecological environments on the flavonoid biosynthesis pathway. In this study, we integrated transcriptome sequencing and metabonomic techniques across three distinct cultivation regions to elucidate the processes of flavonoids biosynthesis and the associated gene expression levels in L.
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