Integrated multi-omics analysis reveals the molecular interplay between circadian clocks and cancer pathogenesis

被引:11
作者
Perez-Villa, Andy [1 ,2 ,3 ]
Echeverria-Garces, Gabriela [3 ,4 ]
Ramos-Medina, Maria Jose [5 ]
Prathap, Lavanya [6 ]
Martinez-Lopez, Mayra [1 ]
Ramirez-Sanchez, David [1 ]
Garcia-Cardenas, Jennyfer M. [3 ,7 ,8 ]
Armendariz-Castillo, Isaac [2 ,3 ,7 ,9 ]
Guerrero, Santiago [3 ,7 ]
Paz, Clara [10 ]
Lopez-Cortes, Andres [1 ]
机构
[1] Univ Amer, Fac Med, Canc Res Grp CRG, Quito, Ecuador
[2] Univ Int SEK, Fac Ciencias Salud, Programa Invest Salud Global, Quito, Ecuador
[3] Latin Amer Network Implementat & Validat Clin Phar, Santiago, Chile
[4] Inst Nacl Invest Salud Publ Leopoldo Izquieta Pere, Ctr Referencia Nacl Genom Secuenciac & Bioinformat, Quito, Ecuador
[5] Heidelberg Univ, Fac Biosci, German Canc Res Ctr DKFZ, Heidelberg, Germany
[6] Saveetha Dent Coll & Hosp, Saveetha Inst Med & Tech Sci, Dept Anat, Chennai, India
[7] Univ Int Ecuador, Escuela Med, Fac Ciencias Med Salud & Vida, Lab Ciencia Datos Biomed, Quito, Ecuador
[8] Univ A Coruna, Fac Ciencias, La Coruna, Spain
[9] Pontificia Univ Catol Ecuador, Ctr Invest Salud Amer Latina CISeAL, Quito, Ecuador
[10] Univ Amer, Grp Invest BienestarSalud & Soc, Quito, Ecuador
来源
SCIENTIFIC REPORTS | 2023年 / 13卷 / 01期
关键词
POSITIVE ASSOCIATION; RHYTHM DISRUPTION; RECEPTOR; POLYMORPHISM; POPULATION; CYTOSCAPE; PATTERNS; DATABASE; GENES; RISK;
D O I
10.1038/s41598-023-39401-1
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Circadian rhythms (CRs) are fundamental biological processes that significantly impact human well-being. Disruption of these rhythms can trigger insufficient neurocognitive development, insomnia, mental disorders, cardiovascular diseases, metabolic dysfunctions, and cancer. The field of chronobiology has increased our understanding of how rhythm disturbances contribute to cancer pathogenesis, and how circadian timing influences the efficacy of cancer treatments. As the circadian clock steadily gains recognition as an emerging factor in tumorigenesis, a thorough and comprehensive multi-omics analysis of CR genes/proteins has never been performed. To shed light on this, we performed, for the first time, an integrated data analysis encompassing genomic/transcriptomic alterations across 32 cancer types (n = 10,918 tumors) taken from the PanCancer Atlas, unfavorable prognostic protein analysis, protein-protein interactomics, and shortest distance score pathways to cancer hallmark phenotypes. This data mining strategy allowed us to unravel 31 essential CR-related proteins involved in the signaling crossroad between circadian rhythms and cancer. In the context of drugging the clock, we identified pharmacogenomic clinical annotations and drugs currently in late phase clinical trials that could be considered as potential cancer therapeutic strategies. These findings highlight the diverse roles of CR-related genes/proteins in the realm of cancer research and therapy.
引用
收藏
页数:16
相关论文
共 89 条
  • [71] Simon R, 2010, METHODS MOL BIOL, V664, P113, DOI 10.1007/978-1-60761-806-5_12
  • [72] The COSMIC Cancer Gene Census: describing genetic dysfunction across all human cancers
    Sondka, Zbyslaw
    Bamford, Sally
    Cole, Charlotte G.
    Ward, Sari A.
    Dunham, Ian
    Forbes, Simon A.
    [J]. NATURE REVIEWS CANCER, 2018, 18 (11) : 696 - 705
  • [73] Interplay between Circadian Clock and Cancer: New Frontiers for Cancer Treatment
    Sulli, Gabriele
    Lam, Michael Tun Yin
    Panda, Satchidananda
    [J]. TRENDS IN CANCER, 2019, 5 (08): : 475 - 494
  • [74] STRING v10: protein-protein interaction networks, integrated over the tree of life
    Szklarczyk, Damian
    Franceschini, Andrea
    Wyder, Stefan
    Forslund, Kristoffer
    Heller, Davide
    Huerta-Cepas, Jaime
    Simonovic, Milan
    Roth, Alexander
    Santos, Alberto
    Tsafou, Kalliopi P.
    Kuhn, Michael
    Bork, Peer
    Jensen, Lars J.
    von Mering, Christian
    [J]. NUCLEIC ACIDS RESEARCH, 2015, 43 (D1) : D447 - D452
  • [75] Transcriptional architecture of the mammalian circadian clock
    Takahashi, Joseph S.
    [J]. NATURE REVIEWS GENETICS, 2017, 18 (03) : 164 - 179
  • [76] Cancer Genome Interpreter annotates the biological and clinical relevance of tumor alterations
    Tamborero, David
    Rubio-Perez, Carlota
    Deu-Pons, Jordi
    Schroeder, Michael P.
    Vivancos, Ana
    Rovira, Ana
    Tusquets, Ignasi
    Albanell, Joan
    Rodon, Jordi
    Tabernero, Josep
    de Torres, Carmen
    Dienstmann, Rodrigo
    Gonzalez-Perez, Abel
    Lopez-Bigas, Nuria
    [J]. GENOME MEDICINE, 2018, 10
  • [77] Circadian variations of clock gene Per2 and cell cycle genes in different stages of carcinogenesis in golden hamster buccal mucosa
    Tan, Xue-Mei
    Ye, Hua
    Yang, Kai
    Chen, Dan
    Wang, Qing-Qing
    Tang, Hong
    Zhao, Ning-Bo
    [J]. SCIENTIFIC REPORTS, 2015, 5
  • [78] CytoNCA: A cytoscape plugin for centrality analysis and evaluation of protein interaction networks
    Tang, Yu
    Li, Min
    Wang, Jianxin
    Pan, Yi
    Wu, Fang-Xiang
    [J]. BIOSYSTEMS, 2015, 127 : 67 - 72
  • [79] A pathology atlas of the human cancer transcriptome
    Uhlen, Mathias
    Zhang, Cheng
    Lee, Sunjae
    Sjostedt, Evelina
    Fagerberg, Linn
    Bidkhori, Gholamreza
    Benfeitas, Rui
    Arif, Muhammad
    Liu, Zhengtao
    Edfors, Fredrik
    Sanli, Kemal
    von Feilitzen, Kalle
    Oksvold, Per
    Lundberg, Emma
    Hober, Sophia
    Nilsson, Peter
    Mattsson, Johanna
    Schwenk, Jochen M.
    Brunnstrom, Hans
    Glimelius, Bengt
    Sjoblom, Tobias
    Edqvist, Per-Henrik
    Djureinovic, Dijana
    Micke, Patrick
    Lindskog, Cecilia
    Mardinoglu, Adil
    Ponten, Fredrik
    [J]. SCIENCE, 2017, 357 (6352) : 660 - +
  • [80] A New Insight for the Identification of Oncogenic Variants in Breast and Prostate Cancers in Diverse Human Populations, With a Focus on Latinos
    Varela, Nelson M.
    Guevara-Ramirez, Patricia
    Acevedo, Cristian
    Zambrano, Tomas
    Armendariz-Castillo, Isaac
    Guerrero, Santiago
    Quinones, Luis A.
    Lopez-Cortes, Andres
    [J]. FRONTIERS IN PHARMACOLOGY, 2021, 12