Article (Scientific journals)
Comparison of Droplet- and Microwell-based Methods to Analyze Cryopreserved Human Bronchoalveolar Lavage Cells by scRNA-Sequencing.
Janssen, Pierre; Abinet, Joan; Karim, Latifa et al.
2025In American Journal of Respiratory Cell and Molecular Biology
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Keywords :
scRNA-seq; Bronchoalveolar lavage cells; method comparison
Abstract :
[en] Single-cell and single-nuclei RNA sequencing (scRNA-seq) has revolutionized the exploration of tissue biology and cellular heterogeneity by delivering transcriptomic data at the individual cell level. Yet, the logistical challenge of utilizing fresh material has hindered investigations, particularly on human samples. Here, we aimed to address this limitation by implementing and comparing two cryopreservation and scRNA-seq methods for human bronchoalveolar lavage fluid (BALF) cells based on droplet and microwell entrapment. Four BALF samples were collected from routine diagnostic procedures and each sample was divided and processed using both techniques. Although the droplet-based method initially required a greater number of cells for fixation and cryopreservation, cells recovered post-sequencing and quality filtering displayed significantly higher counts of transcripts and genes per cell. This was particularly evident for alveolar macrophages, epithelial cells, mast cells and T cells, while both methodologies were similarly able to capture transcripts from neutrophils. Of note, the microwell-based approach uniquely identified fragile eosinophils. We performed single cell regulatory network inference and clustering (SCENIC) analyses and found that the ability to predict the activities of key transcription factors implicated in the differentiation and identity of BALF immune cells populations correlated with the amounts of transcripts and genes per cell. Our results can serve as a resource for the design of large-scale translational and clinical projects involving scRNA-seq analyses.
Research Center/Unit :
GIGA I3-Immunophysiology - ULiège
GIGA Medical Genomics-Biostatistics, biomedicine and bioinformatics - ULiège
GIGA I3-Pneumology - ULiège
Disciplines :
Anatomy (cytology, histology, embryology...) & physiology
Biotechnology
Author, co-author :
Janssen, Pierre  ;  Université de Liège - ULiège > Fundamental and Applied Research for Animals and Health (FARAH) > FARAH: Médecine vétérinaire comparée
Abinet, Joan ;  Université de Liège - ULiège > Département des sciences fonctionnelles (DSF)
Karim, Latifa ;  Université de Liège - ULiège > GIGA > GIGA Platforms - Genomics
Coppieters, Wouter  ;  Université de Liège - ULiège > GIGA > GIGA Platforms - Genomics
Moermans, Catherine  ;  Université de Liège - ULiège > GIGA > GIGA Immunobiology - Pneumology
Guiot, Julien  ;  Université de Liège - ULiège > Département des sciences cliniques > Pneumologie - Allergologie
Schleich, Florence  ;  Université de Liège - ULiège > Département des Sciences de l'activité physique et de la réadaptation > Physiologie humaine et physiologie de l'effort physique ; Belgium
Radermecker, Coraline ;  Université de Liège - ULiège > GIGA > GIGA Immunobiology - Immunophysiology
Marichal, Thomas  ;  Université de Liège - ULiège > GIGA > GIGA Immunobiology - Immunophysiology
Language :
English
Title :
Comparison of Droplet- and Microwell-based Methods to Analyze Cryopreserved Human Bronchoalveolar Lavage Cells by scRNA-Sequencing.
Publication date :
20 May 2025
Journal title :
American Journal of Respiratory Cell and Molecular Biology
ISSN :
1044-1549
eISSN :
1535-4989
Publisher :
American Thoracic Society, United States
Peer reviewed :
Peer Reviewed verified by ORBi
Available on ORBi :
since 02 August 2025

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