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A pulmonologist's guide to perform and analyse cross-species single lung cell transcriptomics

Authors :
Pennitz, P.
Kirsten, H.
Friedrich, V.D.
Wyler, E.
Goekeri, C.
Obermayer, B.
Heinz, G.A.
Mashreghi, M.F.
Büttner, M.
Trimpert, J.
Landthaler, M.
Suttorp, N.
Hocke, A.C.
Hippenstiel, S.
Tönnies, M.
Scholz, M.
Kuebler, W.M.
Witzenrath, M.
Hoenzke, K.
Nouailles, G.
Source :
European respiratory review 31(165), 220056 (2022). doi:10.1183/16000617.0056-2022
Publication Year :
2022

Abstract

Single-cell ribonucleic acid sequencing is becoming widely employed to study biological processes at a novel resolution depth. The ability to analyse transcriptomes of multiple heterogeneous cell types in parallel is especially valuable for cell-focused lung research where a variety of resident and recruited cells are essential for maintaining organ functionality. We compared the single-cell transcriptomes from publicly available and unpublished datasets of the lungs in six different species: human (Homo sapiens), African green monkey (Chlorocebus sabaeus), pig (Sus domesticus), hamster (Mesocricetus auratus), rat (Rattus norvegicus) and mouse (Mus musculus) by employing RNA velocity and intercellular communication based on ligand-receptor co-expression, among other techniques. Specifically, we demonstrated a workflow for interspecies data integration, applied a single unified gene nomenclature, performed cell-specific clustering and identified marker genes for each species. Overall, integrative approaches combining newly sequenced as well as publicly available datasets could help identify species-specific transcriptomic signatures in both healthy and diseased lung tissue and select appropriate models for future respiratory research.

Details

ISSN :
16000617
Volume :
31
Issue :
165
Database :
OpenAIRE
Journal :
European respiratory review : an official journal of the European Respiratory Society
Accession number :
edsair.doi.dedup.....39cc5a562cf8025aaf214d7b71146b48
Full Text :
https://doi.org/10.1183/16000617.0056-2022