Emergent dynamics of adult stem cell lineages from single nucleus and single cell RNA-Seq of Drosophila testes

Author:

Raz Amelie A1ORCID,Vida Gabriela S2,Stern Sarah R3ORCID,Mahadevaraju Sharvani4,Fingerhut Jaclyn M1ORCID,Viveiros Jennifer M5,Pal Soumitra6ORCID,Grey Jasmine R5ORCID,Grace Mara R5,Berry Cameron W3,Li Hongjie7,Janssens Jasper8,Saelens Wouter9,Shao Zhantao10,Hu Chun10,Yamashita Yukiko M1,Przytycka Teresa6,Oliver Brian4,Brill Julie A111213ORCID,Krause Henry1012,Matunis Erika L5,White-Cooper Helen14,DiNardo Stephen2ORCID,Fuller Margaret T315ORCID

Affiliation:

1. Whitehead Institute for Biomedical Research and Department of Biology, Massachusetts Institute of Technology, Howard Hughes Medical Institute

2. Department of Cell and Developmental Biology, The Perelman School of Medicine and The Penn Institute for Regenerative Medicine

3. Department of Developmental Biology, Stanford University School of Medicine

4. National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health

5. Department of Cell Biology, Johns Hopkins University School of Medicine

6. National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health

7. Huffington Center on Aging and Department of Molecular and Human Genetics, Baylor College of Medicine

8. JVIB Center for Brain & Disease Research, and the Department of Human Genetics, KU Leuven

9. Data Mining and Modeling for Biomedicine, VIB Center for Inflammation Research, and Department of Applied Mathematics, Computer Science and Statistics, Ghent University

10. Donnelly Centre for Cellular and Biomolecular Research, University of Toronto

11. Cell Biology Program, The Hospital for Sick Children

12. Department of Molecular Genetics, University of Toronto

13. Institute of Medical Science, University of Toronto

14. School of Biosciences, Cardiff University

15. Department of Genetics, Stanford University

Abstract

Proper differentiation of sperm from germline stem cells, essential for production of the next generation, requires dramatic changes in gene expression that drive remodeling of almost all cellular components, from chromatin to organelles to cell shape itself. Here, we provide a single nucleus and single cell RNA-seq resource covering all of spermatogenesis in Drosophila starting from in-depth analysis of adult testis single nucleus RNA-seq (snRNA-seq) data from the Fly Cell Atlas (FCA) study. With over 44,000 nuclei and 6000 cells analyzed, the data provide identification of rare cell types, mapping of intermediate steps in differentiation, and the potential to identify new factors impacting fertility or controlling differentiation of germline and supporting somatic cells. We justify assignment of key germline and somatic cell types using combinations of known markers, in situ hybridization, and analysis of extant protein traps. Comparison of single cell and single nucleus datasets proved particularly revealing of dynamic developmental transitions in germline differentiation. To complement the web-based portals for data analysis hosted by the FCA, we provide datasets compatible with commonly used software such as Seurat and Monocle. The foundation provided here will enable communities studying spermatogenesis to interrogate the datasets to identify candidate genes to test for function in vivo.

Funder

National Institutes of Health

National Science Foundation

Howard Hughes Medical Institute

Canadian Institutes of Health Research

Natural Sciences and Engineering Research Council of Canada

Stanford University

Cancer Prevention and Research Institute of Texas

Biotechnology and Biological Sciences Research Council

Publisher

eLife Sciences Publications, Ltd

Subject

General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,General Neuroscience

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