Evidence map›Paper›PMID 34572592›Full record

ArticleBiomolecules2021

Molecular Biology Networks and Key Gene Regulators for Inflammatory Biomarkers Shared by Breast Cancer Development: Multi-Omics Systems Analysis.

Su Yon Jung, Jeanette C Papp, Matteo Pellegrini, Herbert Yu, Eric M Sobel

Open access · goldAbstract read
In one paragraph

Article in Biomolecules, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
0.2field-weighted citation impact, top 51% 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

4 citing papers in PubMed, 2 citations in OpenAlex.

  1. Review
  2. Article
  3. Article
  4. Article
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

5 authors at 2 institutions in 1 country.

Su Yon JungTranslational Sciences Section, School of Nursing, University of California, Los Angeles, CA 90095, USA.ORCID 0000-0002-0513-1830
Jeanette C PappJonsson Comprehensive Cancer Center, University of California, Los Angeles, CA 90095, USA.ORCID 0000-0001-9561-7860
Matteo PellegriniDepartment of Molecular, Cell and Developmental Biology, Life Sciences Division, University of California, Los Angeles, CA 90095, USA.ORCID 0000-0001-9355-9564
Herbert YuCancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA.
Eric M SobelDepartment of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA.ORCID 0000-0002-1718-0031
University of California, Los Angeles · USUniversity of Hawaiʻi at Mānoa · US

Funding

UCLA SPORE in Brain CancerP50CA211015 · NCI · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI Robert M Prins · 2017 to 2026
$25.2M
Genomics, GPUs, and Next Generation Computational StatisticsR01HG006139 · NHGRI · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI SOBEL, ERIC · 2011 to 2023
$5.1M
Insulin-Resistance Genetic and Epigenetic Variants and Their Interactions with Lifestyle Factors in Postmenopausal Breast CancerK01NR017852 · NINR · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI JUNG, SU YON · 2019 to 2021
$289k
NCI NIH HHS P50 CA211015NHGRI NIH HHS R01 HG006139NHLBI NIH HHS HHSN268201100001INHLBI NIH HHS HHSN268201100002INHLBI NIH HHS HHSN268201100003INHLBI NIH HHS HHSN268201100004INHLBI NIH HHS HHSN268201100046CNIA NIH HHS HHSN271201100004CNIH HHS K01NR017852NINR NIH HHS K01 NR017852WHI NIH HHS HHSN268201100001CWHI NIH HHS HHSN268201100002CWHI NIH HHS HHSN268201100003CWHI NIH HHS HHSN268201100004C
6 · The paper itself

Abstract

As key inflammatory biomarkers C-reactive protein (CRP) and interleukin-6 (IL6) play an important role in the pathogenesis of non-inflammatory diseases, including specific cancers, such as breast cancer (BC). Previous genome-wide association studies (GWASs) have neither explained the large proportion of genetic heritability nor provided comprehensive understanding of the underlying regulatory mechanisms. We adopted an integrative genomic network approach by incorporating our previous GWAS data for CRP and IL6 with multi-omics datasets, such as whole-blood expression quantitative loci, molecular biologic pathways, and gene regulatory networks to capture the full range of genetic functionalities associated with CRP/IL6 and tissue-specific key drivers (KDs) in gene subnetworks. We applied another systematic genomics approach for BC development to detect shared gene sets in enriched subnetworks across BC and CRP/IL6. We detected the topmost significant common pathways across CRP/IL6 (e.g., immune regulatory; chemokines and their receptors; interferon γ, JAK-STAT, and ERBB4 signaling), several of which overlapped with BC pathways. Further, in gene-gene interaction networks enriched by those topmost pathways, we identified KDs-both well-established (e.g., JAK1/2/3, STAT3) and novel (e.g., CXCR3, CD3D, CD3G, STAT6)-in a tissue-specific manner, for mechanisms shared in regulating CRP/IL6 and BC risk. Our study may provide robust, comprehensive insights into the mechanisms of CRP/IL6 regulation and highlight potential novel genetic targets as preventive and therapeutic strategies for associated disorders, such as BC.

Indexed as

Gene Regulatory NetworksGenomicsBiomarkers, TumorBreast NeoplasmsCarcinogenesisC-Reactive ProteinFemaleHumansInflammationInterleukin-6LiverOrgan SpecificityPhenotypeProtein Interaction MapsSignal TransductionBiomarkers, TumorC-Reactive ProteinInterleukin-6breast cancerCRP/IL6gene networkkey driversmolecular pathwaysmulti-omics integrationsystem biology

Identifiers

PMID34572592
PMCPMC8469138
OpenAlexW3199468609

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.