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Record W2557054319

Antibody-mediated Injury and Kidney Transplantation

2014· dissertation· en· W2557054319 on OpenAlexfundno aff
Ruth Sapir‐Pichhadze

Bibliographic record

VenueTSpace (University of Toronto) · 2014
Typedissertation
Languageen
FieldMedicine
TopicRenal Transplantation Outcomes and Treatments
Canadian institutionsnot available
FundersUniversity of Toronto
KeywordsTransplantationAntibodyMedicineKidney transplantationImmunologyBiologyPathologyInternal medicine
DOInot available

Abstract

fetched live from OpenAlex

We evaluated aspects of the pathogenesis, diagnosis, and prognosis of antibody-mediated injury secondary to anti-human leaukocyte antigen (HLA) antibodies in kidney transplant recipients and candidates. In a nested case-control study from a cohort of adult kidney transplant recipients, we found an increase in the odds of transplant glomerulopathy, a finding on kidney transplant biopsies suggestive of chronic antibody-mediated rejection, as a function of structural donor and recipient HLA class II incompatibility. We also re-evaluated the diagnostic schema of acute antibody-mediated rejection, and found that C4d, a complement degradation product suggestive of antibody-mediated injury to kidney allografts, exhibited modest agreement and sensitivity against histopathological features of acute antibody-mediated rejection and donor-specific anti-HLA antibody (DSA) assays. Prognostically, C4d was associated with inferior allograft survival compared with DSA or histopathology alone. Finally, we conducted a retrospective cohort study using the Scientific Registry of Transplant Recipients and found that the breadth of sensitization against anti-HLA antigens, measured as panel reactive antibodies (PRA), was an independent predictor of mortality in wait-listed kidney transplant candidates. These findings underscore the importance of anti-HLA antibodies to the outcomes of kidney transplant recipients and candidates, and suggest that anti-HLA antibodies may give rise to complement dependent and complement independent phenotypes of antibody-mediated injury. Whether avoidance of structural HLA incompatibility between donors and kidney transplant candidates and minimization of immune sensitization in wait-listed patients will improve outcomes of kidney transplant candidates and recipients, warrants further study.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.001
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
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)0.0010.000

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 head0.009
GPT teacher head0.277
Teacher spread0.268 · 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 designNot applicable
Domainnot available
GenreOther

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
Published2014
Admission routes1
Has abstractyes

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Same venueTSpace (University of Toronto)Same topicRenal Transplantation Outcomes and TreatmentsFrench-language works237,207