Cargando…
Stemness‐related genes revealed by single‐cell profiling of naïve and stimulated human CD34(+) cells from CB and mPB
BACKGROUND: Hematopoietic stem cells (HSCs) from different sources show varied repopulating capacity, and HSCs lose their stemness after long‐time ex vivo culture. A deep understanding of these phenomena may provide helpful insights for HSCs. METHODS: Here, we applied single‐cell RNA‐seq (scRNA‐seq)...
Autores principales: | , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9868212/ https://www.ncbi.nlm.nih.gov/pubmed/36683248 http://dx.doi.org/10.1002/ctm2.1175 |
_version_ | 1784876482751889408 |
---|---|
author | Dong, Guoyi Xu, Xiaojing Li, Yue Ouyang, Wenjie Zhao, Weihua Gu, Ying Li, Jie Liu, Tianbin Zeng, Xinru Zou, Huilin Wang, Shuguang Chen, Yue Liu, Sixi Sun, Hai‐Xi Liu, Chao |
author_facet | Dong, Guoyi Xu, Xiaojing Li, Yue Ouyang, Wenjie Zhao, Weihua Gu, Ying Li, Jie Liu, Tianbin Zeng, Xinru Zou, Huilin Wang, Shuguang Chen, Yue Liu, Sixi Sun, Hai‐Xi Liu, Chao |
author_sort | Dong, Guoyi |
collection | PubMed |
description | BACKGROUND: Hematopoietic stem cells (HSCs) from different sources show varied repopulating capacity, and HSCs lose their stemness after long‐time ex vivo culture. A deep understanding of these phenomena may provide helpful insights for HSCs. METHODS: Here, we applied single‐cell RNA‐seq (scRNA‐seq) to analyse the naïve and stimulated human CD34(+) cells from cord blood (CB) and mobilised peripheral blood (mPB). RESULTS: We collected over 16 000 high‐quality single‐cell data to construct a comprehensive inference map and characterised the HSCs under a quiescent state on the hierarchy top. Then, we compared HSCs in CB with those in mPB and HSCs of naïve samples to those of cultured samples, and identified stemness‐related genes (SRGs) associated with cell source (CS‐SRGs) and culture time (CT‐SRGs), respectively. Interestingly, CS‐SRGs and CT‐SRGs share genes enriched in the signalling pathways such as mRNA catabolic process, translational initiation, ribonucleoprotein complex biogenesis and cotranslational protein targeting to membrane, suggesting dynamic protein translation and processing may be a common requirement for stemness maintenance. Meanwhile, CT‐SRGs are enriched in pathways involved in glucocorticoid and corticosteroid response that affect HSCs homing and engraftment. In contrast, CS‐SRGs specifically contain genes related to purine and ATP metabolic process, which is crucial for HSC homeostasis in the stress settings. Particularly, when CT‐SRGs are used as reference genes for the construction of the development trajectory of CD34(+) cells, lymphoid and myeloid lineages are clearly separated after HSCs/MPPs. Finally, we presented an application through a small‐scale drug screening using Connectivity Map (CMap) against CT‐SRGs. A small molecule, cucurbitacin I, was found to efficiently expand HSCs ex vivo while maintaining its stemness. CONCLUSIONS: Our findings provide new perspectives for understanding HSCs, and the strategy to identify candidate molecules through SRGs may be applicable to study other stem cells. |
format | Online Article Text |
id | pubmed-9868212 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-98682122023-01-25 Stemness‐related genes revealed by single‐cell profiling of naïve and stimulated human CD34(+) cells from CB and mPB Dong, Guoyi Xu, Xiaojing Li, Yue Ouyang, Wenjie Zhao, Weihua Gu, Ying Li, Jie Liu, Tianbin Zeng, Xinru Zou, Huilin Wang, Shuguang Chen, Yue Liu, Sixi Sun, Hai‐Xi Liu, Chao Clin Transl Med Research Articles BACKGROUND: Hematopoietic stem cells (HSCs) from different sources show varied repopulating capacity, and HSCs lose their stemness after long‐time ex vivo culture. A deep understanding of these phenomena may provide helpful insights for HSCs. METHODS: Here, we applied single‐cell RNA‐seq (scRNA‐seq) to analyse the naïve and stimulated human CD34(+) cells from cord blood (CB) and mobilised peripheral blood (mPB). RESULTS: We collected over 16 000 high‐quality single‐cell data to construct a comprehensive inference map and characterised the HSCs under a quiescent state on the hierarchy top. Then, we compared HSCs in CB with those in mPB and HSCs of naïve samples to those of cultured samples, and identified stemness‐related genes (SRGs) associated with cell source (CS‐SRGs) and culture time (CT‐SRGs), respectively. Interestingly, CS‐SRGs and CT‐SRGs share genes enriched in the signalling pathways such as mRNA catabolic process, translational initiation, ribonucleoprotein complex biogenesis and cotranslational protein targeting to membrane, suggesting dynamic protein translation and processing may be a common requirement for stemness maintenance. Meanwhile, CT‐SRGs are enriched in pathways involved in glucocorticoid and corticosteroid response that affect HSCs homing and engraftment. In contrast, CS‐SRGs specifically contain genes related to purine and ATP metabolic process, which is crucial for HSC homeostasis in the stress settings. Particularly, when CT‐SRGs are used as reference genes for the construction of the development trajectory of CD34(+) cells, lymphoid and myeloid lineages are clearly separated after HSCs/MPPs. Finally, we presented an application through a small‐scale drug screening using Connectivity Map (CMap) against CT‐SRGs. A small molecule, cucurbitacin I, was found to efficiently expand HSCs ex vivo while maintaining its stemness. CONCLUSIONS: Our findings provide new perspectives for understanding HSCs, and the strategy to identify candidate molecules through SRGs may be applicable to study other stem cells. John Wiley and Sons Inc. 2023-01-22 /pmc/articles/PMC9868212/ /pubmed/36683248 http://dx.doi.org/10.1002/ctm2.1175 Text en © 2023 The Authors. Clinical and Translational Medicine published by John Wiley & Sons Australia, Ltd on behalf of Shanghai Institute of Clinical Bioinformatics. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Dong, Guoyi Xu, Xiaojing Li, Yue Ouyang, Wenjie Zhao, Weihua Gu, Ying Li, Jie Liu, Tianbin Zeng, Xinru Zou, Huilin Wang, Shuguang Chen, Yue Liu, Sixi Sun, Hai‐Xi Liu, Chao Stemness‐related genes revealed by single‐cell profiling of naïve and stimulated human CD34(+) cells from CB and mPB |
title | Stemness‐related genes revealed by single‐cell profiling of naïve and stimulated human CD34(+) cells from CB and mPB |
title_full | Stemness‐related genes revealed by single‐cell profiling of naïve and stimulated human CD34(+) cells from CB and mPB |
title_fullStr | Stemness‐related genes revealed by single‐cell profiling of naïve and stimulated human CD34(+) cells from CB and mPB |
title_full_unstemmed | Stemness‐related genes revealed by single‐cell profiling of naïve and stimulated human CD34(+) cells from CB and mPB |
title_short | Stemness‐related genes revealed by single‐cell profiling of naïve and stimulated human CD34(+) cells from CB and mPB |
title_sort | stemness‐related genes revealed by single‐cell profiling of naïve and stimulated human cd34(+) cells from cb and mpb |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9868212/ https://www.ncbi.nlm.nih.gov/pubmed/36683248 http://dx.doi.org/10.1002/ctm2.1175 |
work_keys_str_mv | AT dongguoyi stemnessrelatedgenesrevealedbysinglecellprofilingofnaiveandstimulatedhumancd34cellsfromcbandmpb AT xuxiaojing stemnessrelatedgenesrevealedbysinglecellprofilingofnaiveandstimulatedhumancd34cellsfromcbandmpb AT liyue stemnessrelatedgenesrevealedbysinglecellprofilingofnaiveandstimulatedhumancd34cellsfromcbandmpb AT ouyangwenjie stemnessrelatedgenesrevealedbysinglecellprofilingofnaiveandstimulatedhumancd34cellsfromcbandmpb AT zhaoweihua stemnessrelatedgenesrevealedbysinglecellprofilingofnaiveandstimulatedhumancd34cellsfromcbandmpb AT guying stemnessrelatedgenesrevealedbysinglecellprofilingofnaiveandstimulatedhumancd34cellsfromcbandmpb AT lijie stemnessrelatedgenesrevealedbysinglecellprofilingofnaiveandstimulatedhumancd34cellsfromcbandmpb AT liutianbin stemnessrelatedgenesrevealedbysinglecellprofilingofnaiveandstimulatedhumancd34cellsfromcbandmpb AT zengxinru stemnessrelatedgenesrevealedbysinglecellprofilingofnaiveandstimulatedhumancd34cellsfromcbandmpb AT zouhuilin stemnessrelatedgenesrevealedbysinglecellprofilingofnaiveandstimulatedhumancd34cellsfromcbandmpb AT wangshuguang stemnessrelatedgenesrevealedbysinglecellprofilingofnaiveandstimulatedhumancd34cellsfromcbandmpb AT chenyue stemnessrelatedgenesrevealedbysinglecellprofilingofnaiveandstimulatedhumancd34cellsfromcbandmpb AT liusixi stemnessrelatedgenesrevealedbysinglecellprofilingofnaiveandstimulatedhumancd34cellsfromcbandmpb AT sunhaixi stemnessrelatedgenesrevealedbysinglecellprofilingofnaiveandstimulatedhumancd34cellsfromcbandmpb AT liuchao stemnessrelatedgenesrevealedbysinglecellprofilingofnaiveandstimulatedhumancd34cellsfromcbandmpb |