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Record W2789919486 · doi:10.1093/jcag/gwy008.260

A259 ELEVATED BIOCHEMICAL LIVER TESTS WITHIN 1-YEAR TRANSPLANT PREDICTS RECURRENT PSC

2018· article· en· W2789919486 on OpenAlexaffabout
Shawn Wasilenko, Ellina Lytvyak, Aldo J. Montaño‐Loza, Andrew L. Mason

Bibliographic record

VenueJournal of the Canadian Association of Gastroenterology · 2018
Typearticle
Languageen
FieldMedicine
TopicLiver Diseases and Immunity
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsMedicineGastroenterologyInternal medicinePrimary sclerosing cholangitisBilirubinLiver transplantationAlkaline phosphataseLiver diseaseCirrhosisLiver function testsTransplantationDiseaseBiology

Abstract

fetched live from OpenAlex

Primary sclerosing cholangitis (PSC) is a chronic cholestatic liver disease affecting bile ducts leading to cirrhosis and end-stage liver disease. Liver transplant is the only effective treatment however 6–59% of those transplanted develop recurrent PSC (rPSC). Many risk factors for recurrence have been proposed yet only the presence of ulcerative colitis has been validated in multiple studies. We hypothesized patients who develop rPSC have elevated liver tests within the first year following transplant, as previously observed with recurrent hepatitis C and recurrent autoimmune hepatitis. To determine if elevated liver tests within 1 year of transplant predicts rPSC. PSC patients who underwent liver transplant at the University of Alberta Hospital from 1991 to 2015 were included. Recurrent PSC was defined by cholangiography and/or histological findings. Recurrence free survival and graft loss was compared between patients with and without rPSC. Liver tests including alanine aminotransferase (ALT), aspartate aminotransferase (AST), alkaline phosphatase (ALP), and bilirubin were assessed at 3, 6, 9, and 12 months after liver transplant. Abnormal liver tests were defined as values above the ULN for ALT, AST and bilirubin or 1.5XULN for ALP. One hundred and thirty-one patients were included. Mean transplant age was 43 years with 98 (75%) males and rPSC occurred in 40/131 (30%) patients. Mean recurrence time was 70 months (4 to 172 months) with rPSC rates of 4% and 20%, at 1 and 5 years, respectively. Median survival time was similar between rPSC and non-rPSC (132 ± 11 vs 175 ± 13 months, P=0.28). Mean time to graft loss was lower in those with rPSC (109 ± 12 vs 180 ± 13 months, P=0.003). Recurrent PSC patients with AST and ALT≥ULN at 12 months had disease recurrence occur earlier than those with normal AST and ALT (19 ± 17 vs 78 ± 50 months, P=0.001) and rPSC developed sooner in patients with ALP≥1.5XULN and ALT≥ULN at 6, 9, and 12 months inclusive (13 ± 4 vs 66 ± 51months, P=0.001). Multiple liver test abnormalities were identified that predict the development of rPSC (see table). Post-transplant abnormal hepatocellular and cholestatic biochemical liver tests within the 1st year or transplant predicts rPSC. Hazard Ratios (HR) for Developing rPSC: None

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 score0.004
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.011
GPT teacher head0.228
Teacher spread0.217 · 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".

Quick stats

Citations0
Published2018
Admission routes2
Has abstractyes

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