Evidence map›Paper›PMID 40665122›Full record

ArticleBiochemical genetics2026

Transcriptome Analysis of TGFBI Knockdown vs Normal Corneal Epithelial Cells: Implications for TGFBI Corneal Dystrophy Treatment.

Gabriella Guo Sciriha, Josef Borg, Janet Sultana, Joseph Borg

Abstract read
In one paragraph

Article in Biochemical genetics, 2026. 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
–field-weighted citation impact
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.

  1. Article
  2. [Integrating Bioinformatics and Machine Learning Algorithms to Screen Inflammatory Biomarkers for Atrial Fibrillation and Experimental Validation].Sichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition · 2026
    Article
  3. 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

4 authors.

Gabriella Guo ScirihaFaculty of Medicine and Surgery, University of Malta, Msida, Malta. gabriella.sciriha@gov.mt.ORCID http://orcid.org/0000-0001-6024-0346
Josef BorgDepartment of Applied Biomedical Science, Faculty of Health Sciences, University of Malta, Msida, Malta.ORCID http://orcid.org/0000-0003-2853-0540
Janet SultanaDepartment of Pharmacology and Clinical Therapeutics, Faculty of Medicine and Surgery, University of Malta, Msida, Malta.ORCID http://orcid.org/0000-0001-9622-169X
Joseph BorgDepartment of Applied Biomedical Science, Faculty of Health Sciences, University of Malta, Msida, Malta.ORCID http://orcid.org/0000-0002-2220-5651

Funding

The Dean's Grant, Faculty of Medicine and Surgery, University of Malta. 6/2017
6 · The paper itself

Abstract

This study aimed to clarify the role Transforming Growth Factor Beta Induced (TGFBI) protein plays in corneal epithelial homeostasis by using RNA interference and to explore the possibility of gene therapy as a treatment modality for the visually debilitating TGFBI Corneal Dystrophies (CDs). TGFBI knockdown (KD) in Human Corneal Epithelial Cells (HCECs) was performed by using shRNA lentiviral vectors. RNA sequencing and comprehensive transcriptome analysis were performed to investigate the differential expression between control HCECs and TGFBI KD HCECs. Over Representation Analysis of the differentially expressed (DE) genes delineated the effect inhibition of TGFBI would have on molecular pathways, corneal structure and function. An effective KD of 70.5% was achieved. The functions of downregulated genes in TGFBI KD HCECs indicate decreased inflammation (MTPN, IL1B, IL6, JAK2), decreased angiogenesis (CD24, IL6, JAK2), and decreased corneal scarring (AREG, ITGA11). The functions of upregulated genes indicate increased ECM remodeling, fibrosis, and neovascularisation (MMP2, AKT1, COL6A1, COL6A2), increased integrin signaling (ICAM, ITGA6), and increased cell proliferation (AKT1, ITGA6). Enriched associations of the DE genes included cell adhesion molecules, ECM structural constituents, RNA transport & metabolism, SMAD2/SMAD3:SMAD4 modulation, JAK-STAT and PI3K-Akt signaling pathways. This proof-of-concept study shows that it is possible to effectively silence TGFBI with shRNA in HCECs and provides valuable insight into how TGFBI dysfunction might impact corneal epithelial function. In view of the lack of targeted treatment available, the therapeutic potential of shRNA targeting TGFBI should be explored further since it can potentially revolutionize the future management of TGFBI CDs.

Indexed as

Corneal Dystrophies, HereditaryEpithelial CellsEpithelium, CornealExtracellular Matrix ProteinsTranscriptomeTransforming Growth Factor betaGene Expression ProfilingGene Knockdown TechniquesHumansExtracellular Matrix ProteinsTransforming Growth Factor betaCorneal dystrophyRNA interferenceTransforming Growth Factor Beta Induced

Identifiers

PMID40665122
PMCPMC13186812

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.