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Record W4403811316 · doi:10.1681/asn.2024sm4hrcyx

Beverage Patterns and Risk of CKD Progression in the Diet, CKD, and Apolipoprotein L1 (DCA) Study

2024· article· en· W4403811316 on OpenAlexaff
Tolulope V. Adebile, Runqi Zhao, Theophilus Umeizudike, Bolanle A. Omotoso, Nanna R. Ripiye, Yemi Raheem Raji, Ernestina Eduful, Rasheed Gbadegesin, Edward Kwakyi, Manmak Mamven, Adaobi Solarin, Ifeoma Ulasi, D. Adu, Akinlolu Ojo, Sushrut S. Waikar, Rulan S. Parekh, Diane C. Mitchell, Titilayo O. Ilori

Bibliographic record

VenueJournal of the American Society of Nephrology · 2024
Typearticle
Languageen
FieldMedicine
TopicNutritional Studies and Diet
Canadian institutionsSickKids FoundationHospital for Sick ChildrenWomen's College HospitalUniversity of Toronto
Fundersnot available
KeywordsMedicineInternal medicineKidney disease

Abstract

fetched live from OpenAlex

Background: A few studies have established a relationship between beverage patterns and CKD progression, with sugar-sweetened beverages increasing the risk of CKD. We aim to identify beverage consumption patterns of well-phenotyped West Africans with CKD and examine their association with CKD progression. Methods: We conducted a prospective analysis from the DCA cohort (n=748) to investigate diet-gene interactions in APOL1. We included data from a subset of participants with complete information on beverage intake from the 24-hour dietary recalls. CKD progression was defined as ≥40% decline from baseline eGFR at enrollment to DCA (2021-2023) and initiation of dialysis. Beverage consumption patterns were identified through principal component (PC) analysis, and their associations with CKD progression were analyzed using multivariate Cox proportional hazard models. Results: There were 52 cases of CKD progression over a median follow-up period of 31 (IQR: 33.41,25.17) months. We identified four beverage patterns (Table), of which Low Sugar-Sweetened Beverages Plus Alcohol Beverage Pattern demonstrated a significantly lower risk of CKD progression [tertile 2 vs 1 HR: 0.42, 95% CI: 0.19,0.93]. Conclusion: The Low Sugar-Sweetened Beverages Plus Alcohol Beverage Pattern was associated with lower risk of CKD progression, indicating that moderate adherence to this pattern is linked to a reduced risk of CKD progression. The study is the first to establish the beverage patterns of well-phenotyped West African CKD patients and their association with CKD progression. Future investigations should conduct long-term prospective studies to validate and further explore the observed association. Funding: NIDDK Support - NIDDK Support, NIDDK Support

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.016
Threshold uncertainty score0.033

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0010.001
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 head0.014
GPT teacher head0.308
Teacher spread0.294 · 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
Published2024
Admission routes1
Has abstractyes

Explore more

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