Evidence map›Paper›PMID 37189443›Full record

ArticleBiomolecules2023

Collagen Crosslinking for Keratoconus: Cellular Signaling Mechanisms.

Dimitrios Karamichos, Sarah E Nicholas, Asher Khan, Kamran M Riaz

Open access · goldAbstract read
In one paragraph

Article in Biomolecules, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
1.1field-weighted citation impact, top 22% 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

3 citing papers in PubMed, 5 citations in OpenAlex.

  1. Sex Hormones and Keratoconus: In Search of the Link.Journal of clinical medicine · 2026
    Article
  2. The Impact of Sex Hormones on Keratoconus.Journal of clinical medicine · 2025
    Review
  3. 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

4 authors at 2 institutions in 1 country.

Dimitrios KaramichosNorth Texas Eye Research Institute, University of North Texas Health Science Center, 3500 Camp Bowie Blvd, IREB-505, Fort Worth, TX 76107, USA.ORCID 0000-0002-8761-3824
Sarah E NicholasNorth Texas Eye Research Institute, University of North Texas Health Science Center, 3500 Camp Bowie Blvd, IREB-505, Fort Worth, TX 76107, USA.
Asher KhanDean McGee Eye Institute, University of Oklahoma, 608 Stanton L Young Blvd, Oklahoma City, OK 73104, USA.ORCID 0000-0001-6691-353X
Kamran M RiazDean McGee Eye Institute, University of Oklahoma, 608 Stanton L Young Blvd, Oklahoma City, OK 73104, USA.ORCID 0000-0003-1090-5025
Dean McGee Eye Institute · USUniversity of North Texas · US

Funding

Utility of PIP as a Novel Keratoconus Biomarker | SupplementR01EY030028 · NEI · UNIVERSITY OF OKLAHOMA HLTH SCIENCES CTR · PI KARAMICHOS, DIMITRIOS · 2019 to 2023
$1.7M
NEI NIH HHS EY030028-03NEI NIH HHS R01 EY030028
6 · The paper itself

Abstract

Collagen crosslinking (CXL) is a widely used treatment to halt the progression of keratoconus (KC). Unfortunately, a significant number of patients with progressive KC will not qualify for CXL, including those with corneas thinner than 400 µm. The present study aimed to investigate the molecular effects of CXL using in vitro models, mirroring the normal, as well as thinner corneal stroma seen in KCs. Primary human corneal stromal cells were isolated from healthy (HCFs) and keratoconus (HKCs) donors. Cells were cultured and stimulated with stable Vitamin C resulting in 3D self-assembled extracellular matrix (ECM), cell-embedded, constructs. CXL was performed on (a) thin ECM with CXL performed at week 2 and (b) normal ECM with CXL performed at week 4. Constructs without CXL served as controls. All constructs were processed for protein analysis. The results showed modulation of Wnt signaling, following CXL treatment, as measured by the protein levels of Wnt7b and Wnt10a, correlated to the expression of α-smooth muscle actin (SMA). Further, the expression of a recently identified KC biomarker candidate, prolactin-induced protein (PIP), was positively impacted by CXL in HKCs. CXL-driven upregulation of PGC-1 and the downregulation of SRC and Cyclin D1 in HKCs were also noted. Although the cellular/molecular impacts of CXL are largely understudied, our studies provide an approximation to the complex mechanisms of KC and CXL. Further studies are warranted to determine factors influencing CXL outcomes.

Indexed as

CollagenCorneal Cross-LinkingKeratoconusCorneaCorneal StromaExtracellular MatrixHumansCollagen3D self-assembled ECM modelcollagen crosslinkingcorneal fibrosisc-Src kinasecyclin D1keratoconusperoxisome proliferator-activated receptor-gamma coactivator 1 alpha (PCG-1)primary corneal stromal fibroblastprolactin-induced protein (PIP)Wnt signaling

Identifiers

PMID37189443
PMCPMC10135890
OpenAlexW4366588589

What Socratic 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 Socratic graph.