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Record W4231125004 · doi:10.21203/rs.3.rs-301595/v2

Corneal Nerve Loss in Patients With TIA and Acute Ischemic Stroke in Relation To Circulating Markers of Inflammation and Vascular Integrity

2021· preprint· en· W4231125004 on OpenAlexaff
Adnan Khan, Aijaz Parray, Naveed Akhtar, Abdelali Agouni, Saadat Kamran, Sajitha V. Pananchikkal, Ruth Priyanka, Hoda Gad, Georgios Ponirakis, Ioannis N. Petropoulos, Kuan-Han Chen, Kausar Tayyab, Maher Saqqur, Ashfaq Shuaib, Rayaz A. Malik

Bibliographic record

VenueResearch Square · 2021
Typepreprint
Languageen
FieldMedicine
TopicCorneal surgery and disorders
Canadian institutionsUniversity of AlbertaUniversity of Toronto
FundersQatar National Research FundMedical Research CouncilFonds National de la Recherche Luxembourg
KeywordsMedicineInflammationOphthalmologyInternal medicineStroke (engine)Cardiology

Abstract

fetched live from OpenAlex

Abstract Background Vascular and inflammatory mechanisms are implicated in the development of cerebrovascular disease and corneal nerve loss occurs in patients with transient ischemic attack (TIA) and acute ischemic stroke (AIS). We have assessed whether serum markers of inflammation and vascular integrity are associated with the severity of corneal nerve loss in patients with TIA and AIS. Methods Corneal confocal microscopy (CCM) was performed to quantify corneal nerve fiber density (CNFD), corneal nerve branch density (CNBD), corneal nerve fiber length (CNFL) in 105 patients with TIA or AIS and age matched control subjects (n=56). Circulating levels of IL-6, MMP-2, MMP-9, E-Selectin, P-Selectin and VEGF were quantified in patients within 48 hours of presentation with a TIA or AIS. Results CNFL (P=0.000, P=0.000), CNFD (P=0.122, P=0.000) and CNBD (P=0.002, P=0.000) were reduced in patients with TIA and AIS compared to controls, respectively with no difference between patients with AIS and TIA. The NIHSS Score (P=0.000), IL-6 (P=0.011) and E-Selectin (P=0.032) were higher in patients with AIS compared to TIA with no difference in MMP-2 (P=0.636), MMP-9 (P=0.098), P-Selectin (P=0.395) and VEGF (P=0.831). CNFL (r=0.218, P=0.026) and CNFD (r=0.230, P=0.019) correlated with IL-6 and multiple regression analysis showed a positive association of CNFL and CNFD with IL-6 (P=0.041, P=0.043). Conclusions Patients with TIA and stroke have evidence of corneal nerve loss and elevated IL6 and E-selectin levels. Larger longitudinal studies are required to determine the association between inflammatory and vascular markers and corneal nerve fiber loss in patients with cerebrovascular disease.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.025
GPT teacher head0.319
Teacher spread0.293 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2021
Admission routes1
Has abstractyes

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