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Metastatic signaling of hypoxia-related genes across TCGA Pan-Cancer types

View ORCID ProfileAndrés López-Cortés, View ORCID ProfilePatricia Guevara-Ramírez, View ORCID ProfileSantiago Guerrero, View ORCID ProfileEsteban Ortiz-Prado, View ORCID ProfileJennyfer M. García-Cárdenas, View ORCID ProfileAna Karina Zambrano, View ORCID ProfileIsaac Armendáriz-Castillo, View ORCID ProfileAndy Pérez-Villa, View ORCID ProfileVerónica Yumiceba, Nelson Varela, View ORCID ProfileDaniel Córdova-Bastidas, View ORCID ProfilePaola E. Leone, View ORCID ProfileCésar Paz-y-Miño
doi: https://doi.org/10.1101/2020.02.01.930479
Andrés López-Cortés
1Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Mariscal Sucre Avenue, 170129 Quito, Ecuador
2Red Latinoamericana de Implementación y Validación de Guías Clínicas Farmacogenómicas (RELIVAF-CYTED)
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  • ORCID record for Andrés López-Cortés
  • For correspondence: aalc84@gmail.com cesar.pazymino@ute.edu.ec
Patricia Guevara-Ramírez
1Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Mariscal Sucre Avenue, 170129 Quito, Ecuador
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Santiago Guerrero
1Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Mariscal Sucre Avenue, 170129 Quito, Ecuador
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Esteban Ortiz-Prado
3OneHealth Research Group, Facultad de Ciencias de la Salud, Universidad de Las Américas, Avenue de los Granados, 170125 Quito, Ecuador
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Jennyfer M. García-Cárdenas
1Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Mariscal Sucre Avenue, 170129 Quito, Ecuador
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Ana Karina Zambrano
1Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Mariscal Sucre Avenue, 170129 Quito, Ecuador
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Isaac Armendáriz-Castillo
1Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Mariscal Sucre Avenue, 170129 Quito, Ecuador
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Andy Pérez-Villa
1Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Mariscal Sucre Avenue, 170129 Quito, Ecuador
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Verónica Yumiceba
1Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Mariscal Sucre Avenue, 170129 Quito, Ecuador
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Nelson Varela
2Red Latinoamericana de Implementación y Validación de Guías Clínicas Farmacogenómicas (RELIVAF-CYTED)
4Laboratory of Chemical Carcinogenesis and Pharmacogentics, Department of Basic-Clinical Oncology, Faculty of Medicine, University of Chile, 70111 Santiago, Chile
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Daniel Córdova-Bastidas
1Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Mariscal Sucre Avenue, 170129 Quito, Ecuador
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Paola E. Leone
1Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Mariscal Sucre Avenue, 170129 Quito, Ecuador
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César Paz-y-Miño
1Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Mariscal Sucre Avenue, 170129 Quito, Ecuador
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  • For correspondence: aalc84@gmail.com cesar.pazymino@ute.edu.ec
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ABSTRACT

Many primary-tumor subregions have low levels of molecular oxygen, termed hypoxia. Hypoxic tumors are at elevated risk for local failure and distant metastasis. Metastatic disease is the leading cause of cancer-related deaths and involves critical interactions between tumor cells and the microenvironment. Here we focused on elucidating the molecular hallmarks of tumor hypoxia that remains poorly defined. To fill this gap, we analyzed the genomic alterations and hypoxia score of 233 hypoxia-related genes of 6,343 individuals across 17 TCGA Pan-Cancer types. In addition, we analyzed a protein-protein interactome (PPi) network and the shortest paths from hypoxic proteins to metastasis. As results, mRNA high alteration was prevalent in all cancer types. Genomic alterations and hypoxia score presented a highest frequency in tumor stage 4 and positive metastasis status in all cancer types. The most significant signaling pathways were HIF-1, ErbB, PI3K-Akt, FoxO, mTOR, Ras and VEGF. The PPi network revealed a strong association among hypoxic proteins, cancer driver proteins and metastasis driver proteins. The analysis of shortest paths revealed 99 ways to spread metastasis signaling from hypoxic proteins. Additionally, we proposed 62 hypoxic genes strongly associated with metastasis and 27 of them with high amount of genomic alterations. Overall, tumor hypoxia may drive aggressive molecular features across cancer types. Hence, we identified potential biomarkers and therapeutic targets regulated by hypoxia that could be incorporated into strategies aimed at improving novel drug development and treating metastasis.

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Posted February 02, 2020.
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Metastatic signaling of hypoxia-related genes across TCGA Pan-Cancer types
Andrés López-Cortés, Patricia Guevara-Ramírez, Santiago Guerrero, Esteban Ortiz-Prado, Jennyfer M. García-Cárdenas, Ana Karina Zambrano, Isaac Armendáriz-Castillo, Andy Pérez-Villa, Verónica Yumiceba, Nelson Varela, Daniel Córdova-Bastidas, Paola E. Leone, César Paz-y-Miño
bioRxiv 2020.02.01.930479; doi: https://doi.org/10.1101/2020.02.01.930479
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Metastatic signaling of hypoxia-related genes across TCGA Pan-Cancer types
Andrés López-Cortés, Patricia Guevara-Ramírez, Santiago Guerrero, Esteban Ortiz-Prado, Jennyfer M. García-Cárdenas, Ana Karina Zambrano, Isaac Armendáriz-Castillo, Andy Pérez-Villa, Verónica Yumiceba, Nelson Varela, Daniel Córdova-Bastidas, Paola E. Leone, César Paz-y-Miño
bioRxiv 2020.02.01.930479; doi: https://doi.org/10.1101/2020.02.01.930479

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