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Unraveling the role of the mitochondrial one-carbon pathway in undifferentiated thyroid cancer by multi-omics analyses

Author

Listed:
  • Seong Eun Lee

    (Chungnam National University
    Chungnam National University)

  • Seongyeol Park

    (GENOME INSIGHT TECHNOLOGY Inc
    Stanford University School of Medicine)

  • Shinae Yi

    (Chungnam National University
    Chungnam National University)

  • Na Rae Choi

    (Chungnam National University
    Chungnam National University)

  • Mi Ae Lim

    (Chungnam National University
    Chungnam National University)

  • Jae Won Chang

    (Chungnam National University)

  • Ho-Ryun Won

    (Chungnam National University)

  • Je Ryong Kim

    (Chungnam National University)

  • Hye Mi Ko

    (Chungnam National University)

  • Eun-Jae Chung

    (Seoul National University College of Medicine)

  • Young Joo Park

    (Seoul National University College of Medicine)

  • Sun Wook Cho

    (Seoul National University College of Medicine)

  • Hyeong Won Yu

    (Seoul National University Bundang Hospital)

  • June Young Choi

    (Seoul National University Bundang Hospital)

  • Min-Kyung Yeo

    (Chungnam National University)

  • Boram Yi

    (GENOME INSIGHT TECHNOLOGY Inc)

  • Kijong Yi

    (GENOME INSIGHT TECHNOLOGY Inc)

  • Joonoh Lim

    (GENOME INSIGHT TECHNOLOGY Inc)

  • Jun-Young Koh

    (GENOME INSIGHT TECHNOLOGY Inc)

  • Min Jeong Lee

    (Chungnam National University)

  • Jun Young Heo

    (Chungnam National University)

  • Sang Jun Yoon

    (Seoul National University)

  • Sung Won Kwon

    (Seoul National University)

  • Jong-Lyul Park

    (Korea Research Institute of Bioscience and Biotechnology)

  • In Sun Chu

    (Korea Research Institute of Bioscience and Biotechnology
    University of Science and Technology (UST))

  • Jin Man Kim

    (Chungnam National University)

  • Seon-Young Kim

    (Korea Research Institute of Bioscience and Biotechnology
    University of Science and Technology (UST)
    Korea Research Institute of Bioscience and Biotechnology)

  • Yujuan Shan

    (Wenzhou Medical University)

  • Lihua Liu

    (Wenzhou Medical University)

  • Sung-A Hong

    (Chungnam National University)

  • Dong Wook Choi

    (Korea University)

  • Junyoung O. Park

    (University of California, Los Angeles)

  • Young Seok Ju

    (GENOME INSIGHT TECHNOLOGY Inc
    Korea Advanced Institute of Science and Technology)

  • Minho Shong

    (Korea Advanced Institute of Science and Technology)

  • Seon-Kyu Kim

    (Korea Research Institute of Bioscience and Biotechnology)

  • Bon Seok Koo

    (Chungnam National University
    Chungnam National University)

  • Yea Eun Kang

    (Chungnam National University
    Chungnam National University
    Chungnam National University)

Abstract

The role of the serine/glycine metabolic pathway (SGP) has recently been demonstrated in tumors; however, the pathological relevance of the SGP in thyroid cancer remains unexplored. Here, we perform metabolomic profiling of 17 tumor-normal pairs; bulk transcriptomics of 263 normal thyroid, 348 papillary, and 21 undifferentiated thyroid cancer samples; and single-cell transcriptomes from 15 cases, showing the impact of mitochondrial one-carbon metabolism in thyroid tumors. High expression of serine hydroxymethyltransferase-2 (SHMT2) and methylenetetrahydrofolate dehydrogenase 2 (MTHFD2) is associated with low thyroid differentiation scores and poor clinical features. A subpopulation of tumor cells with high mitochondrial one-carbon pathway activity is observed in the single-cell dataset. SHMT2 inhibition significantly compromises mitochondrial respiration and decreases cell proliferation and tumor size in vitro and in vivo. Collectively, our results highlight the importance of the mitochondrial one-carbon pathway in undifferentiated thyroid cancer and suggest that SHMT2 is a potent therapeutic target.

Suggested Citation

  • Seong Eun Lee & Seongyeol Park & Shinae Yi & Na Rae Choi & Mi Ae Lim & Jae Won Chang & Ho-Ryun Won & Je Ryong Kim & Hye Mi Ko & Eun-Jae Chung & Young Joo Park & Sun Wook Cho & Hyeong Won Yu & June You, 2024. "Unraveling the role of the mitochondrial one-carbon pathway in undifferentiated thyroid cancer by multi-omics analyses," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-45366-0
    DOI: 10.1038/s41467-024-45366-0
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    References listed on IDEAS

    as
    1. Daniel Rosenblum & Nitin Joshi & Wei Tao & Jeffrey M. Karp & Dan Peer, 2018. "Progress and challenges towards targeted delivery of cancer therapeutics," Nature Communications, Nature, vol. 9(1), pages 1-12, December.
    2. Gioele La Manno & Ruslan Soldatov & Amit Zeisel & Emelie Braun & Hannah Hochgerner & Viktor Petukhov & Katja Lidschreiber & Maria E. Kastriti & Peter Lönnerberg & Alessandro Furlan & Jean Fan & Lars E, 2018. "RNA velocity of single cells," Nature, Nature, vol. 560(7719), pages 494-498, August.
    3. Richard Possemato & Kevin M. Marks & Yoav D. Shaul & Michael E. Pacold & Dohoon Kim & Kıvanç Birsoy & Shalini Sethumadhavan & Hin-Koon Woo & Hyun G. Jang & Abhishek K. Jha & Walter W. Chen & Francesca, 2011. "Functional genomics reveal that the serine synthesis pathway is essential in breast cancer," Nature, Nature, vol. 476(7360), pages 346-350, August.
    4. Raphael J. Morscher & Gregory S. Ducker & Sophia Hsin-Jung Li & Johannes A. Mayer & Zemer Gitai & Wolfgang Sperl & Joshua D. Rabinowitz, 2018. "Mitochondrial translation requires folate-dependent tRNA methylation," Nature, Nature, vol. 554(7690), pages 128-132, February.
    5. Corbin E. Meacham & Sean J. Morrison, 2013. "Tumour heterogeneity and cancer cell plasticity," Nature, Nature, vol. 501(7467), pages 328-337, September.
    6. Seong-Keun Yoo & Young Shin Song & Eun Kyung Lee & Jinha Hwang & Hwan Hee Kim & Gyeongseo Jung & Young A Kim & Su-jin Kim & Sun Wook Cho & Jae-Kyung Won & Eun-Jae Chung & Jong-Yeon Shin & Kyu Eun Lee , 2019. "Integrative analysis of genomic and transcriptomic characteristics associated with progression of aggressive thyroid cancer," Nature Communications, Nature, vol. 10(1), pages 1-12, December.
    7. Dohoon Kim & Brian P. Fiske & Kivanc Birsoy & Elizaveta Freinkman & Kenjiro Kami & Richard L. Possemato & Yakov Chudnovsky & Michael E. Pacold & Walter W. Chen & Jason R. Cantor & Laura M. Shelton & D, 2015. "SHMT2 drives glioma cell survival in ischaemia but imposes a dependence on glycine clearance," Nature, Nature, vol. 520(7547), pages 363-367, April.
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