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Broad misappropriation of developmental splicing profile by cancer in multiple organs

Author

Listed:
  • Arashdeep Singh

    (National Cancer Institute, National Institutes of Health)

  • Arati Rajeevan

    (National Cancer Institute, National Institutes of Health)

  • Vishaka Gopalan

    (National Cancer Institute, National Institutes of Health)

  • Piyush Agrawal

    (National Cancer Institute, National Institutes of Health)

  • Chi-Ping Day

    (National Institutes of Health)

  • Sridhar Hannenhalli

    (National Cancer Institute, National Institutes of Health)

Abstract

Oncogenesis mimics key aspects of embryonic development. However, the underlying mechanisms are incompletely understood. Here, we demonstrate that the splicing events specifically active during human organogenesis, are broadly reactivated in the organ-specific tumor. Such events are associated with key oncogenic processes and predict proliferation rates in cancer cell lines as well as patient survival. Such events preferentially target nitrosylation and transmembrane-region domains, whose coordinated splicing in multiple genes respectively affect intracellular transport and N-linked glycosylation. We infer critical splicing factors potentially regulating embryonic splicing events and show that such factors are potential oncogenic drivers and are upregulated specifically in malignant cells. Multiple complementary analyses point to MYC and FOXM1 as potential transcriptional regulators of critical splicing factors in brain and liver. Our study provides a comprehensive demonstration of a splicing-mediated link between development and cancer, and suggest anti-cancer targets including splicing events, and their upstream splicing and transcriptional regulators.

Suggested Citation

  • Arashdeep Singh & Arati Rajeevan & Vishaka Gopalan & Piyush Agrawal & Chi-Ping Day & Sridhar Hannenhalli, 2022. "Broad misappropriation of developmental splicing profile by cancer in multiple organs," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-35322-1
    DOI: 10.1038/s41467-022-35322-1
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    1. Sonya A. MacParland & Jeff C. Liu & Xue-Zhong Ma & Brendan T. Innes & Agata M. Bartczak & Blair K. Gage & Justin Manuel & Nicholas Khuu & Juan Echeverri & Ivan Linares & Rahul Gupta & Michael L. Cheng, 2018. "Single cell RNA sequencing of human liver reveals distinct intrahepatic macrophage populations," Nature Communications, Nature, vol. 9(1), pages 1-21, December.
    2. Eric T. Wang & Rickard Sandberg & Shujun Luo & Irina Khrebtukova & Lu Zhang & Christine Mayr & Stephen F. Kingsmore & Gary P. Schroth & Christopher B. Burge, 2008. "Alternative isoform regulation in human tissue transcriptomes," Nature, Nature, vol. 456(7221), pages 470-476, November.
    3. Eric L. Nostrand & Peter Freese & Gabriel A. Pratt & Xiaofeng Wang & Xintao Wei & Rui Xiao & Steven M. Blue & Jia-Yu Chen & Neal A. L. Cody & Daniel Dominguez & Sara Olson & Balaji Sundararaman & Liju, 2020. "A large-scale binding and functional map of human RNA-binding proteins," Nature, Nature, vol. 583(7818), pages 711-719, July.
    4. Margarida Cardoso-Moreira & Jean Halbert & Delphine Valloton & Britta Velten & Chunyan Chen & Yi Shao & Angélica Liechti & Kelly Ascenção & Coralie Rummel & Svetlana Ovchinnikova & Pavel V. Mazin & Io, 2019. "Gene expression across mammalian organ development," Nature, Nature, vol. 571(7766), pages 505-509, July.
    5. Charles P. Couturier & Shamini Ayyadhury & Phuong U. Le & Javad Nadaf & Jean Monlong & Gabriele Riva & Redouane Allache & Salma Baig & Xiaohua Yan & Mathieu Bourgey & Changseok Lee & Yu Chang David Wa, 2020. "Single-cell RNA-seq reveals that glioblastoma recapitulates a normal neurodevelopmental hierarchy," Nature Communications, Nature, vol. 11(1), pages 1-19, December.
    6. Claudia Calabrese & Natalie R. Davidson & Deniz Demircioğlu & Nuno A. Fonseca & Yao He & André Kahles & Kjong-Van Lehmann & Fenglin Liu & Yuichi Shiraishi & Cameron M. Soulette & Lara Urban & Liliana , 2020. "Genomic basis for RNA alterations in cancer," Nature, Nature, vol. 578(7793), pages 129-136, February.
    7. Kerrie L. Marie & Antonella Sassano & Howard H. Yang & Aleksandra M. Michalowski & Helen T. Michael & Theresa Guo & Yien Che Tsai & Allan M. Weissman & Maxwell P. Lee & Lisa M. Jenkins & M. Raza Zaidi, 2020. "Melanoblast transcriptome analysis reveals pathways promoting melanoma metastasis," Nature Communications, Nature, vol. 11(1), pages 1-18, December.
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