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Chen M, Fu R, Chen Y, Li L, Wang SW. High-resolution, noninvasive single-cell lineage tracing in mice and humans based on DNA methylation epimutations. Nat Methods 2025:10.1038/s41592-024-02567-1. [PMID: 39820752 DOI: 10.1038/s41592-024-02567-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Accepted: 11/19/2024] [Indexed: 01/19/2025]
Abstract
In vivo lineage tracing holds great potential to reveal fundamental principles of tissue development and homeostasis. However, current lineage tracing in humans relies on extremely rare somatic mutations, which has limited temporal resolution and lineage accuracy. Here, we developed a generic lineage-tracing tool based on frequent epimutations on DNA methylation, enabled by our computational method MethylTree. Using single-cell genome-wide DNA methylation datasets with known lineage and phenotypic labels, MethylTree reconstructed lineage histories at nearly 100% accuracy across different cell types, developmental stages, and species. We demonstrated the epimutation-based single-cell multi-omic lineage tracing in mouse and human blood, where MethylTree recapitulated the differentiation hierarchy in hematopoiesis. Applying MethylTree to human embryos, we revealed early fate commitment at the four-cell stage. In native mouse blood, we identified ~250 clones of hematopoietic stem cells. MethylTree opens the door for high-resolution, noninvasive and multi-omic lineage tracing in humans and beyond.
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Affiliation(s)
- Mengyang Chen
- Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China
- School of Life Sciences, Westlake University, Hangzhou, China
| | - Ruijiang Fu
- Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China
- School of Life Sciences, Westlake University, Hangzhou, China
- School of Science, Westlake University, Hangzhou, China
| | - Yiqian Chen
- Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China
- School of Life Sciences, Westlake University, Hangzhou, China
| | - Li Li
- Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China.
- School of Life Sciences, Westlake University, Hangzhou, China.
| | - Shou-Wen Wang
- Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China.
- School of Life Sciences, Westlake University, Hangzhou, China.
- School of Science, Westlake University, Hangzhou, China.
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Zhong W, Shen K, Xue X, Wang W, Wang W, Zuo H, Guo Y, Yao S, Sun M, Song C, Wang Q, Ruan Z, Yao X, Shang W. Single-cell multi-omics sequencing reveals chromosome copy number inconsistency between trophectoderm and inner cell mass in human reconstituted embryos after spindle transfer. Hum Reprod 2023; 38:2137-2153. [PMID: 37766497 DOI: 10.1093/humrep/dead186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 08/06/2023] [Indexed: 09/29/2023] Open
Abstract
STUDY QUESTION Is the chromosome copy number of the trophectoderm (TE) of a human reconstituted embryos after spindle transfer (ST) representative of the inner cell mass (ICM)? SUMMARY ANSWER Single-cell multi-omics sequencing revealed that ST blastocysts have a higher proportion of cell lineages exhibiting intermediate mosaicism than conventional ICSI blastocysts, and that the TE of ST blastocysts does not represent the chromosome copy number of ICM. WHAT IS KNOWN ALREADY Preimplantation genetic testing for aneuploidy (PGT-A) assumes that TE biopsies are representative of the ICM, but the TE and ICM originate from different cell lineages, and concordance between TE and ICM is not well-studied, especially in ST embryos. STUDY DESIGN, SIZE, DURATION We recruited 30 infertile women who received treatment at our clinic and obtained 45 usable blastocysts (22 from conventional ICSI and 23 reconstituted embryos after ST). We performed single-cell multi-omics sequencing on all blastocysts to predict and verify copy number variations (CNVs) in each cell. We determined the chromosome copy number of each embryo by analysing the proportion of abnormal cells in each blastocyst. We used the Bland-Altman concordance and the Kappa test to evaluate the concordance between TE and ICM in the both groups. PARTICIPANTS/MATERIALS, SETTING, METHODS The study was conducted at a public tertiary hospital in China, where all the embryo operations, including oocytes retrieval, ST, and ICSI, were performed in the embryo laboratory. We utilized single-cell multi-omics sequencing technology at the Biomedical Pioneering Innovation Center, School of Life Sciences, Peking University, to analyse the blastocysts. Transcriptome sequencing was used to predict the CNV of each cell through bioinformatics analysis, and the results were validated using the DNA methylation library of each cell to confirm chromosomal normalcy. We conducted statistical analysis and graphical plotting using R 4.2.1, SPSS 27, and GraphPad Prism 9.3. MAIN RESULTS AND THE ROLE OF CHANCE Mean age of the volunteers, the blastocyst morphology, and the developmental ratewere similar in ST and ICSI groups. The blastocysts in the ST group had some additional chromosomal types that were prone to variations beyond those enriched in the blastocysts of the ICSI group. Finally, both Bland-Altman concordance test and kappa concordancetest showed good chromosomal concordance between TE and ICM in the ICSI blastocysts (kappa = 0.659, P < 0.05), but not in ST blastocysts (P = 1.000), suggesting that the TE in reconstituted embryos is not representative of ICM. Gene functional annotation (GO and KEGG analyses) suggests that there may be new or additional pathways for CNV generation in ST embryos compared to ICSI embryos. LIMITATIONS, REASONS FOR CAUTION This study was mainly limited by the small sample size and the limitations of single-cell multi-omics sequencing technology. To select eligible single cells, some cells of the embryos were eliminated or not labelled, resulting in a loss of information about them. The findings of this study are innovative and exploratory. A larger sample size of human embryos (especially ST embryos) and more accurate molecular genetics techniques for detecting CNV in single cells are needed to validate our results. WIDER IMPLICATIONS OF THE FINDINGS Our study justifies the routine clinical use of PGT-A in ICSI blastocysts, as we found that the TE is a good substitute for ICM in predicting chromosomal abnormalities. While PGT-A is not entirely accurate, our data demonstrate good clinical feasibility. This trial was able to provide correct genetic counselling to patients regarding the reliability of PGT-A. Regarding ST blastocysts, the increased mosaicism rate and the inability of the TE to represent the chromosomal copy number of the ICM are both biological characteristics that differentiate them from ICSI blastocysts. Currently, ST is not used clinically on a large scale to produce blastocysts. However, if ST becomes more widely used in the future, our study will be the first to demonstrate that the use of PGT-A in ST blastocysts may not be as accurate as PGT-A for ICSI blastocysts. STUDY FUNDING/COMPETING INTEREST(S) This study was supported by grants from the National Key R&D Program of China (2018YFA0107601) and the National Key R&D Program of China (2018YFC1003003). The authors declare no conflict of interest. TRIAL REGISTRATION NUMBER N/A.
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Affiliation(s)
- Wei Zhong
- School of Medicine, South China University of Technology, Guangzhou, China
- Department of Obstetrics and Gynecology, The Sixth Medical Center of PLA General Hospital of Beijing, Beijing, China
| | - Kexin Shen
- School of Medicine, South China University of Technology, Guangzhou, China
- Department of Obstetrics and Gynecology, The Sixth Medical Center of PLA General Hospital of Beijing, Beijing, China
| | - Xiaohui Xue
- Peking University-Tsinghua University-National Institute of Biological Sciences Joint Graduate Program, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China
| | - Wei Wang
- Department of Obstetrics and Gynecology, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Obstetrics and Gynecology, Chinese PLA General Hospital, Beijing, China
| | - Weizhou Wang
- Department of Obstetrics and Gynecology, The Sixth Medical Center of PLA General Hospital of Beijing, Beijing, China
| | - Haiyang Zuo
- Department of Obstetrics and Gynecology, The Sixth Medical Center of PLA General Hospital of Beijing, Beijing, China
| | - Yiming Guo
- Department of Biological Science, Dietrich School Of Art and Science, University of Pittsburgh, Pittsburgh, PA, USA
| | - Shun Yao
- Department of Obstetrics and Gynecology, The Sixth Medical Center of PLA General Hospital of Beijing, Beijing, China
- Navy Clinical Medical School, Anhui Medical University, Hefei, China
| | - Mingyue Sun
- Department of Obstetrics and Gynecology, The Sixth Medical Center of PLA General Hospital of Beijing, Beijing, China
- Department of Histology and Embryology, Hebei Medical University, Shijiazhuang, Hebei, China
| | - Chunlan Song
- Department of Obstetrics and Gynecology, The Sixth Medical Center of PLA General Hospital of Beijing, Beijing, China
- Department of Obstetrics and Gynecology, Chinese PLA General Hospital, Beijing, China
| | - Qihang Wang
- Department of Obstetrics and Gynecology, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Obstetrics and Gynecology, Chinese PLA General Hospital, Beijing, China
| | - Zhuolin Ruan
- Department of Obstetrics and Gynecology, Chinese PLA General Hospital, Beijing, China
| | - Xinyi Yao
- Department of Obstetrics and Gynecology, Chinese PLA General Hospital, Beijing, China
| | - Wei Shang
- School of Medicine, South China University of Technology, Guangzhou, China
- Department of Obstetrics and Gynecology, The Sixth Medical Center of PLA General Hospital of Beijing, Beijing, China
- Department of Obstetrics and Gynecology, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Obstetrics and Gynecology, Chinese PLA General Hospital, Beijing, China
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Liao X, Li W, Lin K, Jin W, Zhang S, Wang Y, Ma M, Xie Y, Yu W, Yan Z, Gao H, Zhao L, Si J, Wang Y, Lin J, Chen C, Chen L, Kuang Y, Lyu Q. Significant decrease of maternal mitochondria carryover using optimized spindle-chromosomal complex transfer. PLoS Biol 2023; 21:e3002313. [PMID: 37796762 PMCID: PMC10553349 DOI: 10.1371/journal.pbio.3002313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 08/25/2023] [Indexed: 10/07/2023] Open
Abstract
Mutations in mitochondrial DNA (mtDNA) contribute to a variety of serious multi-organ human diseases, which are strictly inherited from the maternal germline. However, there is currently no curative treatment. Attention has been focused on preventing the transmission of mitochondrial diseases through mitochondrial replacement (MR) therapy, but levels of mutant mtDNA can often unexpectedly undergo significant changes known as mitochondrial genetic drift. Here, we proposed a novel strategy to perform spindle-chromosomal complex transfer (SCCT) with maximal residue removal (MRR) in metaphase II (MII) oocytes, thus hopefully eliminated the transmission of mtDNA diseases. With the MRR procedure, we initially investigated the proportions of mtDNA copy numbers in isolated karyoplasts to those of individual oocytes. Spindle-chromosomal morphology and copy number variation (CNV) analysis also confirmed the safety of this method. Then, we reconstructed oocytes by MRR-SCCT, which well developed to blastocysts with minimal mtDNA residue and normal chromosomal copy numbers. Meanwhile, we optimized the manipulation order between intracytoplasmic sperm injection (ICSI) and SCC transfer and concluded that ICSI-then-transfer was conducive to avoid premature activation of reconstructed oocytes in favor of normal fertilization. Offspring of mice generated by embryos transplantation in vivo and embryonic stem cells derivation further presented evidences for competitive development competence and stable mtDNA carryover without genetic drift. Importantly, we also successfully accomplished SCCT in human MII oocytes resulting in tiny mtDNA residue and excellent embryo development through MRR manipulation. Taken together, our preclinical mouse and human models of the MRR-SCCT strategy not only demonstrated efficient residue removal but also high compatibility with normal embryo development, thus could potentially be served as a feasible clinical treatment to prevent the transmission of inherited mtDNA diseases.
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Affiliation(s)
- Xiaoyu Liao
- Department of Assisted Reproduction, Shanghai Ninth People’s Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, People’s Republic of China
| | - Wenzhi Li
- Department of Assisted Reproduction, Shanghai Ninth People’s Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, People’s Republic of China
| | - Kaibo Lin
- Department of Assisted Reproduction, Shanghai Ninth People’s Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, People’s Republic of China
| | - Wei Jin
- Department of Assisted Reproduction, Shanghai Ninth People’s Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, People’s Republic of China
| | - Shaozhen Zhang
- Department of Assisted Reproduction, Shanghai Ninth People’s Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, People’s Republic of China
| | - Yao Wang
- Department of Assisted Reproduction, Shanghai Ninth People’s Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, People’s Republic of China
| | - Meng Ma
- Department of Assisted Reproduction, Shanghai Ninth People’s Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, People’s Republic of China
| | - Yating Xie
- Department of Assisted Reproduction, Shanghai Ninth People’s Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, People’s Republic of China
| | - Weina Yu
- Department of Assisted Reproduction, Shanghai Ninth People’s Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, People’s Republic of China
| | - Zhiguang Yan
- Department of Assisted Reproduction, Shanghai Ninth People’s Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, People’s Republic of China
| | - Hongyuan Gao
- Department of Assisted Reproduction, Shanghai Ninth People’s Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, People’s Republic of China
| | - Leiwen Zhao
- Department of Assisted Reproduction, Shanghai Ninth People’s Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, People’s Republic of China
| | - Jiqiang Si
- Department of Assisted Reproduction, Shanghai Ninth People’s Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, People’s Republic of China
| | - Yun Wang
- Department of Assisted Reproduction, Shanghai Ninth People’s Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, People’s Republic of China
| | - Jiaying Lin
- Department of Assisted Reproduction, Shanghai Ninth People’s Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, People’s Republic of China
| | - Chen Chen
- Department of Assisted Reproduction, Shanghai Ninth People’s Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, People’s Republic of China
| | - Li Chen
- Department of Assisted Reproduction, Shanghai Ninth People’s Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, People’s Republic of China
| | - Yanping Kuang
- Department of Assisted Reproduction, Shanghai Ninth People’s Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, People’s Republic of China
| | - Qifeng Lyu
- Department of Assisted Reproduction, Shanghai Ninth People’s Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, People’s Republic of China
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McIlfatrick S, O’Leary S, Okada T, Penn A, Nguyen VHT, McKenny L, Huang SY, Andreas E, Finnie J, Kirkwood R, St. John JC. Does supplementation of oocytes with additional mtDNA influence developmental outcome? iScience 2023; 26:105956. [PMID: 36711242 PMCID: PMC9876745 DOI: 10.1016/j.isci.2023.105956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 11/07/2022] [Accepted: 01/06/2023] [Indexed: 01/13/2023] Open
Abstract
Introducing extra mitochondrial DNA (mtDNA) into oocytes at fertilization can rescue poor quality oocytes. However, supplementation alters DNA methylation and gene expression profiles of preimplantation embryos. To determine if these alterations impacted offspring, we introduced mtDNA from failed-to-mature sister (autologous) or third party (heterologous) oocytes into mature oocytes and transferred zygotes into surrogates. Founders exhibited significantly greater daily weight gain (heterologous) and growth rates (heterologous and autologous) to controls. In weaners, cholesterol, bilirubin (heterologous and autologous), anion gap, and lymphocyte count (autologous) were elevated. In mature pigs, potassium (heterologous) and bicarbonate (autologous) were altered. mtDNA and imprinted gene analyses did not reveal aberrant profiles. Neither group exhibited gross anatomical, morphological, or histopathological differences that would lead to clinically significant lesions. Female founders were fertile and their offspring exhibited modified weight and height gain, biochemical, and hematological profiles. mtDNA supplementation induced minor differences that did not affect health and well-being.
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Affiliation(s)
- Stephen McIlfatrick
- Mitochondrial Genetics Group, School of Biomedicine, Faculty of Health and Medical Sciences, and Robinson Research Institute, The University of Adelaide, Adelaide Health and Medical Sciences Building, Adelaide, SA 5000, Australia
| | - Sean O’Leary
- Mitochondrial Genetics Group, School of Biomedicine, Faculty of Health and Medical Sciences, and Robinson Research Institute, The University of Adelaide, Adelaide Health and Medical Sciences Building, Adelaide, SA 5000, Australia
| | - Takashi Okada
- Mitochondrial Genetics Group, School of Biomedicine, Faculty of Health and Medical Sciences, and Robinson Research Institute, The University of Adelaide, Adelaide Health and Medical Sciences Building, Adelaide, SA 5000, Australia
| | - Alexander Penn
- Mitochondrial Genetics Group, School of Biomedicine, Faculty of Health and Medical Sciences, and Robinson Research Institute, The University of Adelaide, Adelaide Health and Medical Sciences Building, Adelaide, SA 5000, Australia
| | - Vy Hoang Thao Nguyen
- Mitochondrial Genetics Group, School of Biomedicine, Faculty of Health and Medical Sciences, and Robinson Research Institute, The University of Adelaide, Adelaide Health and Medical Sciences Building, Adelaide, SA 5000, Australia
| | - Lisa McKenny
- School of Animal and Veterinary Sciences, The University of Adelaide, Roseworthy Campus, Roseworthy, SA 5371, Australia
| | - Shang-Yu Huang
- Department of Obstetrics and Gynecology, Chang Gung Memorial Hospital-Linkou Medical Center, Taoyuan, Taiwan,Chang Gung University, College of Medicine, Taoyuan, Taiwan
| | - Eryk Andreas
- Mitochondrial Genetics Group, School of Biomedicine, Faculty of Health and Medical Sciences, and Robinson Research Institute, The University of Adelaide, Adelaide Health and Medical Sciences Building, Adelaide, SA 5000, Australia
| | - John Finnie
- University Veterinarian & AWO, Office of the Deputy Vice-Chancellor (Research), The University of Adelaide, Adelaide Health and Medical Sciences Building, Adelaide, SA 5000, Australia
| | - Roy Kirkwood
- School of Animal and Veterinary Sciences, The University of Adelaide, Roseworthy Campus, Roseworthy, SA 5371, Australia
| | - Justin C. St. John
- Mitochondrial Genetics Group, School of Biomedicine, Faculty of Health and Medical Sciences, and Robinson Research Institute, The University of Adelaide, Adelaide Health and Medical Sciences Building, Adelaide, SA 5000, Australia,Corresponding author
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Korchivaia E, Silaeva Y, Mazunin I, Volodyaev I. The mitochondrial challenge: Disorders and prevention strategies. Biosystems 2023; 223:104819. [PMID: 36450320 DOI: 10.1016/j.biosystems.2022.104819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2022] [Revised: 11/07/2022] [Accepted: 11/23/2022] [Indexed: 11/29/2022]
Abstract
This short review provides basic knowledge on mitochondrial inheritance, its disorders, and potential ways to overcome them in human reproductive medicine. The latter are currently mostly associated with the so-called mitochondrial replacement (nuclear transfer) procedures, performed at different stages and with slight technical differences. Being promising but obviously highly invasive, these procedures require detailed investigation of their delayed effects on embryogenesis, pregnancy and future health. A special attention is paid to the newest available data on these issues, as well as to their limitations and possible further research directions.
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Affiliation(s)
- Elena Korchivaia
- Department of Embryology, Biological Faculty, Lomonosov Moscow State University, Moscow, Russia.
| | - Yulia Silaeva
- Ministry of Science and Higher Education of the Russian Federation Institute of Gene Biology Russian Academy of Sciences, Moscow, Russia
| | - Ilya Mazunin
- Center for Molecular and Cellular Biology, Skolkovo Institute of Science and Technology (Skoltech), Skolkovo, Russia; Fomin Clinics, Russia; Medical Genomics LLC, Moscow, Russia
| | - Ilya Volodyaev
- Department of Embryology, Biological Faculty, Lomonosov Moscow State University, Moscow, Russia; European Medical Center, Moscow, Russia; ICARM (Interdisciplinary Clinical Association for Reproductive Medicine), Moscow, Russia
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Albertini DF. Closing the knowledge void between healthy gametes and healthy offspring. J Assist Reprod Genet 2022; 39:2203-2204. [PMID: 36264445 PMCID: PMC9596669 DOI: 10.1007/s10815-022-02639-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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Ye Y. Embryos with DNA from three people develop normally in first safety study. Nature 2022; 609:449-450. [PMID: 36068410 DOI: 10.1038/d41586-022-02792-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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