Evidence map›Paper›PMID 35773405›Full record

ArticleScientific reports2022

The close interaction between hypoxia-related proteins and metastasis in pancarcinomas.

Andrés López-Cortés, Lavanya Prathap, Esteban Ortiz-Prado, Nikolaos C Kyriakidis, Ángela León Cáceres, Isaac Armendáriz-Castillo, Antonella Vera-Guapi, Verónica Yumiceba, Katherine Simbaña-Rivera, Gabriela Echeverría-Garcés and 8 more

Open access · goldAbstract read
In one paragraph

Article in Scientific reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
1.0field-weighted citation impact, top 25% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

17 citing papers in PubMed, 13 citations in OpenAlex.

  1. Review
  2. Review
  3. Metastasis in biological time.Frontiers in cell and developmental biology · 2026
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  6. T cell exhaustion landscapes and therapeutic modulation in cancer immunity.Frontiers in cell and developmental biology · 2026
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  7. Deciphering organotropism reveals therapeutic targets in metastasis.Frontiers in cell and developmental biology · 2025
    Review
  8. Article
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  10. Microbial signatures in metastatic cancer.Frontiers in medicine · 2025
    Review
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

18 authors at 8 institutions in 5 countries.

Andrés López-CortésPrograma de Investigación en Salud Global, Facultad de Ciencias de la Salud, Universidad Internacional SEK, 170302, Quito, Ecuador. aalc84@gmail.com.
Lavanya PrathapDepartment of Anatomy, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences, 600077, Chennai, India.
Esteban Ortiz-PradoOne Health Research Group, Universidad de Las Américas, 170124, Quito, Ecuador.
Nikolaos C KyriakidisOne Health Research Group, Universidad de Las Américas, 170124, Quito, Ecuador.
Ángela León CáceresHeidelberg Institute of Global Health, Faculty of Medicine, University of Heidelberg, 69117, Heidelberg, Germany.
Isaac Armendáriz-CastilloLatin American Network for the Implementation and Validation of Clinical Pharmacogenomics Guidelines (RELIVAF-CYTED), 28015, Madrid, Spain.
Antonella Vera-GuapiIntegrated Research and Treatment Center, Center for Sepsis Control and Care (CSCC), Jena University Hospital, 07747, Jena, Germany.
Verónica YumicebaInstitut Für Humangenetik Lübeck, Universität Zu Lübeck, 23562, Lübeck, Germany.
Katherine Simbaña-RiveraOne Health Research Group, Universidad de Las Américas, 170124, Quito, Ecuador.
Gabriela Echeverría-GarcésLatin American Network for the Implementation and Validation of Clinical Pharmacogenomics Guidelines (RELIVAF-CYTED), 28015, Madrid, Spain.
Jennyfer M García-CárdenasLatin American Network for the Implementation and Validation of Clinical Pharmacogenomics Guidelines (RELIVAF-CYTED), 28015, Madrid, Spain.
Andy Pérez-VillaLatin American Network for the Implementation and Validation of Clinical Pharmacogenomics Guidelines (RELIVAF-CYTED), 28015, Madrid, Spain.
Patricia Guevara-RamírezLatin American Network for the Implementation and Validation of Clinical Pharmacogenomics Guidelines (RELIVAF-CYTED), 28015, Madrid, Spain.
Andrea Abad-SojosBIOscience Research Group, Quito, Ecuador.
Jhommara BautistaBIOscience Research Group, Quito, Ecuador.
Lourdes Puig San AndrésBIOscience Research Group, Quito, Ecuador.
Nelson VarelaLatin American Network for the Implementation and Validation of Clinical Pharmacogenomics Guidelines (RELIVAF-CYTED), 28015, Madrid, Spain.
Santiago GuerreroLatin American Network for the Implementation and Validation of Clinical Pharmacogenomics Guidelines (RELIVAF-CYTED), 28015, Madrid, Spain. sxguerrero@gmail.com.
Bioscience Research · USUniversidad de Las Américas · ECUniversidad Internacional del Ecuador · ECHeidelberg University · DEJena University Hospital · DESaveetha University · INUniversidad Internacional SEK · ECUniversity of Lübeck · DE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Many primary-tumor subregions exhibit low levels of molecular oxygen and restricted access to nutrients due to poor vascularization in the tissue, phenomenon known as hypoxia. Hypoxic tumors are able to regulate the expression of certain genes and signaling molecules in the microenvironment that shift it towards a more aggressive phenotype. The transcriptional landscape of the tumor favors malignant transformation of neighboring cells and their migration to distant sites. Herein, we focused on identifying key proteins that participate in the signaling crossroads between hypoxic environment and metastasis progression that remain poorly defined. To shed light on these mechanisms, we performed an integrated multi-omics analysis encompassing genomic/transcriptomic alterations of hypoxia-related genes and Buffa hypoxia scores across 17 pancarcinomas taken from the PanCancer Atlas project from The Cancer Genome Atlas consortium, protein-protein interactome network, shortest paths from hypoxia-related proteins to metastatic and angiogenic phenotypes, and drugs involved in current clinical trials to treat the metastatic disease. As results, we identified 30 hypoxia-related proteins highly involved in metastasis and angiogenesis. This set of proteins, validated with the MSK-MET Project, could represent key targets for developing therapies. The upregulation of mRNA was the most prevalent alteration in all cancer types. The highest frequencies of genomic/transcriptomic alterations and hypoxia score belonged to tumor stage 4 and positive metastatic status in all pancarcinomas. The most significantly associated signaling pathways were HIF-1, PI3K-Akt, thyroid hormone, ErbB, FoxO, mTOR, insulin, MAPK, Ras, AMPK, and VEGF. The interactome network revealed high-confidence interactions among hypoxic and metastatic proteins. The analysis of shortest paths revealed several ways to spread metastasis and angiogenesis from hypoxic proteins. Lastly, we identified 23 drugs enrolled in clinical trials focused on metastatic disease treatment. Six of them were involved in advanced-stage clinical trials: aflibercept, bevacizumab, cetuximab, erlotinib, ipatasertib, and panitumumab.

Indexed as

NeoplasmsPhosphatidylinositol 3-KinasesCell HypoxiaCell Line, TumorHumansHypoxiaHypoxia-Inducible Factor 1, alpha SubunitNeoplasm MetastasisNeovascularization, PathologicSignal TransductionTumor MicroenvironmentHypoxia-Inducible Factor 1, alpha SubunitPhosphatidylinositol 3-Kinases

Identifiers

PMID35773405
PMCPMC9246854
OpenAlexW4283727214

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.