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Record W4415754675 · doi:10.4084/mjhid.2025.069

POST-LOAD PLASMA GLUCOSE INCREASE (PG-GAP) AS A RISK FACTOR FOR DEVELOPING DYSGLYCEMIA IN PATIENTS WITH TRANSFUSION-DEPENDENT Β-THALASSEMIA (Β-TDT): RETROSPECTIVE ANALYSIS OVER 8 YEARS

2025· article· en· W4415754675 on OpenAlexaff
Vincenzo De Sanctis, Mohammad Faranoush, Efthymia Vlachaki, Theodora Maria Venou, Ashraf Soliman, Shahina Daar, Ploutarchos Tzoulis, Christos Kattamis

Bibliographic record

VenueMediterranean Journal of Hematology and Infectious Diseases · 2025
Typearticle
Languageen
FieldMedicine
TopicHemoglobinopathies and Related Disorders
Canadian institutionsChild, Adolescent and Family Mental Health
Fundersnot available
KeywordsPlasma glucoseRisk factorPercentileDiabetes mellitusRetrospective cohort studyMEDLINE

Abstract

fetched live from OpenAlex

Abstract. Background: Glucose dysregulation (GD) in transfusion-dependent β-thalassemia (β-TDT) patients demands early detection and intervention. However, current diagnostic criteria of patients with a normal oral glucose tolerance test (OGTT) may fail to detect all high-risk individuals. Objectives: Our objective was to evaluate the incremental rise gap in plasma glucose (PG) during oral glucose tolerance tests (OGTTs), defined as the difference between 2h-PG and fasting PG, as a predictor for the future risk of developing glucose dysregulation (GD) and overt diabetes in patients with transfusion-dependent β-thalassemia (β-TDT) with normal glucose tolerance (NGT) . Research design and methods: 58 β-TDT patients, recruited from three Thalassemia centers (Iran, Italy and Greece), were selected for the study. β-TDT patients were categorized into three groups, based on the difference between 2 h-PG and FPG (2 h-PG – FPG): "Low post-load", when the gap (2-h PG mg/dL - FPG ) was < 20th percentile ( < 10 mg/dL) Group A; "Medium post-load and High post-load" groups, when the differences was distributed between 20th and <75th centile (> 10 mg/dL and < 30 mg/dL (Group B). and ≥75th percentile ( ≥ 30 mg/dL; Group C.). Results: In all 58 β-TDT patients, follow-up was available for 6-years and in 45 patients for 8 years within 2 years interval. The incidence of GD, [isolated high 1-h PG (>155 mg/dL) and Th-RD], after an 8-year follow-up, was significantly lower in Groups A and B (27/45 patients) compared to Group C (18/45 patients) (χ2: 4.8214;P:0.028). Noteworthy, three patients of group C ("High post-load gap") developed thalassemia-related diabetes mellitus (Th-RDM). At last evaluation in 13/45 (28.8%) patients the SF level was < 800 µg/L, in 17/45 (37.7%) between ≥ 800 µg/L and < 1,500 µg/L, in 14/45 (31,1 %) between ≥ 1,500 µg/L and < 3,000 µg/L, and in 1/45 (2.3%) ≥ 3,000 µg/L. Conclusions: Our findings suggest that a high rise of postload plasma glucose gap, above 10 mg/dL, is associated with a progressively increased risk of glucose dysregulation over the next 6- 8-year period. These findings highlight the need for a personalized approach to assess the risk of early glucose metabolic disorders in β-TDT patients who are traditionally classified as normoglycemic.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.010
Threshold uncertainty score0.782

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.004
GPT teacher head0.238
Teacher spread0.234 · 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 teacher head, 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
Published2025
Admission routes1
Has abstractyes

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