Evidence map›Paper›PMID 32555404›Full record

ArticleScientific reports2020

RNA sequencing of corneas from two keratoconus patient groups identifies potential biomarkers and decreased NRF2-antioxidant responses.

Vishal Shinde, Nan Hu, Alka Mahale, George Maiti, Yassine Daoud, Charles G Eberhart, Azza Maktabi, Albert S Jun, Samar A Al-Swailem, Shukti Chakravarti

Open access · goldAbstract read
In one paragraph

Article in Scientific reports, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 51 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
51citing papers in PubMed, 3 pooled it
3.6field-weighted citation impact, top 5% 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

51 citing papers in PubMed, 3 syntheses or guidelines pooled it, 64 citations in OpenAlex.

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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

10 authors at 4 institutions in 2 countries.

Vishal Shinde *Department of Ophthalmology, NYU Langone Medical Center, New York, NY, USA.
Nan Hu *Department of Ophthalmology, NYU Langone Medical Center, New York, NY, USA.
Alka MahaleKing Khaled Eye Specialist Hospital, Riyadh, Saudi Arabia.
George MaitiDepartment of Ophthalmology, NYU Langone Medical Center, New York, NY, USA.
Yassine DaoudWilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
Charles G EberhartOphthalmology and Oncology Johns Hopkins University School of Medicine, Baltimore, MD, USA.
Azza MaktabiKing Khaled Eye Specialist Hospital, Riyadh, Saudi Arabia.
Albert S JunWilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
Samar A Al-SwailemKing Khaled Eye Specialist Hospital, Riyadh, Saudi Arabia.
Shukti ChakravartiDepartment of Ophthalmology, NYU Langone Medical Center, New York, NY, USA. Shukti.Chakravarti@nyulangone.org.
NYU Langone Health · USKing Khaled Eye Specialist Hospital · SAJohns Hopkins University · USJohns Hopkins Medicine · US

Funding

TGF beta and AKT signal-driven pathogenesis in keratoconusR01EY026104 · NEI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Shukti Chakravarti · 2016 to 2026
$4.2M
NEI NIH HHS R01 EY026104
6 · The paper itself

Abstract

Keratoconus is a highly prevalent (1 in 2000), genetically complex and multifactorial, degenerative disease of the cornea whose pathogenesis and underlying transcriptomic changes are poorly understood. To identify disease-specific changes and gene expression networks, we performed next generation RNA sequencing from individual corneas of two distinct patient populations - one from the Middle East, as keratoconus is particularly severe in this group, and the second from an African American population in the United States. We conducted a case: control RNA sequencing study of 7 African American, 12 Middle Eastern subjects, and 7 controls. A Principal Component Analysis of all expressed genes was used to ascertain differences between samples. Differentially expressed genes were identified using Cuffdiff and DESeq2 analyses, and identification of over-represented signaling pathways by Ingenuity Pathway Analysis. Although separated by geography and ancestry, key commonalities in the two patient transcriptomes speak of disease - intrinsic gene expression networks. We identified an overwhelming decrease in the expression of anti-oxidant genes regulated by NRF2 and those of the acute phase and tissue injury response pathways, in both patient groups. Concordantly, NRF2 immunofluorescence staining was decreased in patient corneas, while KEAP1, which helps to degrade NRF2, was increased. Diminished NRF2 signaling raises the possibility of NRF2 activators as future treatment strategies in keratoconus. The African American patient group showed increases in extracellular matrix transcripts that may be due to underlying profibrogenic changes in this group. Transcripts increased across all patient samples include Thrombospondin 2 (THBS2), encoding a matricellular protein, and cellular proteins, GAS1, CASR and OTOP2, and are promising biomarker candidates. Our approach of analyzing transcriptomic data from different populations and patient groups will help to develop signatures and biomarkers for keratoconus subtypes. Further, RNA sequence data on individual patients obtained from multiple studies may lead to a core keratoconus signature of deregulated genes and a better understanding of its pathogenesis.

Indexed as

AdolescentAdultAgedAntioxidantsBiomarkersCase-Control StudiesCell Cycle ProteinsCorneaGene Expression RegulationGPI-Linked ProteinsHumansKeratoconusMiddle AgedNF-E2-Related Factor 2Oxidative StressPrincipal Component AnalysisAntioxidantsBiomarkersCell Cycle ProteinsGAS1 protein, humanGPI-Linked ProteinsNF-E2-Related Factor 2RNAThrombospondin 2Thrombospondins

Identifiers

PMID32555404
PMCPMC7303170
OpenAlexW3035859145

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.