Evidence map›Paper›PMID 37108600›Full record

ArticleInternational journal of molecular sciences2023

Unravelling the Impact of Cyclic Mechanical Stretch in Keratoconus-A Transcriptomic Profiling Study.

Theresa Akoto, Jingwen Cai, Sarah Nicholas, Hayden McCord, Amy J Estes, Hongyan Xu, Dimitrios Karamichos, Yutao Liu

Open access · goldAbstract read
In one paragraph

Article in International journal of molecular sciences, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
2.5field-weighted citation impact, top 11% 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

9 citing papers in PubMed, 11 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Mechanobiology in the eye.npj biological physics and mechanics · 2025
    Review
  6. Squishy matters - Corneal mechanobiology in health and disease.Progress in retinal and eye research · 2024
    Review
  7. Article
  8. Article
  9. 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

8 authors at 2 institutions in 1 country.

Theresa AkotoDepartment of Cellular Biology & Anatomy, Medical College of Georgia, Augusta University, Augusta, GA 30912, USA.ORCID 0000-0002-2408-2800
Jingwen CaiDepartment of Cellular Biology & Anatomy, Medical College of Georgia, Augusta University, Augusta, GA 30912, USA.
Sarah NicholasNorth Texas Eye Research Institute, University of North Texas Health Science Center, Fort Worth, TX 76107, USA.
Hayden McCordDepartment of Cellular Biology & Anatomy, Medical College of Georgia, Augusta University, Augusta, GA 30912, USA.
Amy J EstesDepartment of Ophthalmology, Augusta University, Augusta, GA 30912, USA.
Hongyan XuDepartment of Population Health Sciences, Medical College of Georgia, Augusta University, Augusta, GA 30912, USA.
Dimitrios KaramichosNorth Texas Eye Research Institute, University of North Texas Health Science Center, Fort Worth, TX 76107, USA.ORCID 0000-0002-8761-3824
Yutao LiuDepartment of Cellular Biology & Anatomy, Medical College of Georgia, Augusta University, Augusta, GA 30912, USA.ORCID 0000-0003-2870-4504
Augusta University · USUniversity of North Texas · US

Funding

Module 3: Gene Expression/ProteomicsP30EY031631 · NEI · AUGUSTA UNIVERSITY · PI Xingjun Fan · 2020 to 2026
$3.6M
Gene Discovery in Familial KeratoconusR01EY023242 · NEI · DUKE UNIVERSITY · PI LIU, YUTAO · 2013 to 2023
$3.4M
Estrogen and its Receptor in Intraocular Pressure RegulationR01EY032960 · NEI · MAYO CLINIC ROCHESTER · PI Yutao Liu · 2023 to 2026
$1.6M
Sex Hormones and KeratoconusR01EY028888 · NEI · UNIVERSITY OF OKLAHOMA HLTH SCIENCES CTR · PI KARAMICHOS, DIMITRIOS · 2018 to 2020
$1.1M
Long Noncoding RNA lncLOXL1 and Exfoliation Syndrome.R21EY028671 · NEI · AUGUSTA UNIVERSITY · PI LIU, YUTAO · 2018 to 2019
$467k
MIR182 and Ocular Hypertension.R21EY033961 · NEI · AUGUSTA UNIVERSITY · PI LIU, YUTAO · 2023 to 2024
$424k
NEI NIH HHS P30 EY031631NEI NIH HHS R01 EY023242NEI NIH HHS R01 EY028888NEI NIH HHS R01 EY032960NEI NIH HHS R21 EY028671NEI NIH HHS R21 EY033961NIH HHS R01EY023242, R21EY033961, R01EY032960, R21EY028671, P30EY031631, and R01EY028888.
6 · The paper itself

Abstract

Biomechanical and molecular stresses may contribute to the pathogenesis of keratoconus (KC). We aimed to profile the transcriptomic changes in healthy primary human corneal (HCF) and KC-derived cells (HKC) combined with TGFβ1 treatment and cyclic mechanical stretch (CMS), mimicking the pathophysiological condition in KC. HCFs (n = 4) and HKCs (n = 4) were cultured in flexible-bottom collagen-coated 6-well plates treated with 0, 5, and 10 ng/mL of TGFβ1 with or without 15% CMS (1 cycle/s, 24 h) using a computer-controlled Flexcell FX-6000T Tension system. We used stranded total RNA-Seq to profile expression changes in 48 HCF/HKC samples (100 bp PE, 70-90 million reads per sample), followed by bioinformatics analysis using an established pipeline with Partek Flow software. A multi-factor ANOVA model, including KC, TGFβ1 treatment, and CMS, was used to identify differentially expressed genes (DEGs, |fold change| ≥ 1.5, FDR ≤ 0.1, CPM ≥ 10 in ≥1 sample) in HKCs (n = 24) vs. HCFs (n = 24) and those responsive to TGFβ1 and/or CMS. PANTHER classification system and the DAVID bioinformatics resources were used to identify significantly enriched pathways (FDR ≤ 0.05). Using multi-factorial ANOVA analyses, 479 DEGs were identified in HKCs vs. HCFs including TGFβ1 treatment and CMS as cofactors. Among these DEGs, 199 KC-altered genes were responsive to TGFβ1, thirteen were responsive to CMS, and six were responsive to TGFβ1 and CMS. Pathway analyses using PANTHER and DAVID indicated the enrichment of genes involved in numerous KC-relevant functions, including but not limited to degradation of extracellular matrix, inflammatory response, apoptotic processes, WNT signaling, collagen fibril organization, and cytoskeletal structure organization. TGFβ1-responsive KC DEGs were also enriched in these. CMS-responsive KC-altered genes such as

Indexed as

KeratoconusCells, CulturedCollagenCorneaHumansTranscriptomeCollagencorneacyclic mechanical stretch (CMS)keratoconus (KC)RNA-SequencingTGFβ1 treatment

Identifiers

PMID37108600
PMCPMC10139219
OpenAlexW4366281014

What OpenQuestion holds

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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.