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Micronutrient status of patients with diabetic foot: A systematic review.

2025· article· en· W4412823101 on OpenAlexaboutno aff
Sholpan Batarbekova, Dinara Zhunussova, Gulmira Derbissalina, Zhanagul Bekbergenova, Nadezhda V. Maksimova, A Umbetzhanova, Elmira Kelimberdiyeva, Raushan Kassymova, Gaukhar Kuanyshbayeva, Altynay Imangaliyeva

Bibliographic record

VenuePubMed · 2025
Typearticle
Languageen
FieldMedicine
TopicDiabetic Foot Ulcer Assessment and Management
Canadian institutionsnot available
Fundersnot available
KeywordsMicronutrientDiabetic footDiabetes mellitusMedicineEndocrinologyPathology

Abstract

fetched live from OpenAlex

BACKGROUND AND OBJECTIVES: Micronutrient status encompasses a range of indicators that reflect the levels and balance of macro- and microelements, as well as vitamins within the body. These essential substances, required in minimal amounts, are crucial for supporting normal physiological processes, immune system functioning, and tissue repair. The aim of this systematic review is to summarize data on the deficiency or excess of microelements, macroelements, and vitamins in patients with diabetic foot ulcers. METHODS AND STUDY DESIGN: Databases were searched for studies on vitamin, macronutrient, micronutrient levels and their impact on the course, treatment and healing of diabetic foot ulcers. The Cochrane Risk of Bias tool was employed for assessing randomized trials, while the Newcastle-Ottawa Scale was utilized for evaluating observa-tional studies in terms of quality and bias risk. RESULTS: The findings revealed a notable correlation between deficiencies in vitamins D, C, A and the severity of clinical symptoms. Low vitamin D levels were linked to elevated proinflammatory cytokines. Higher concentrations of folate and vitamin B-12 were associated with improved ulcer healing, supplementation with zinc and magnesium contributed to a reduction in ulcer size. Inadequate intake of zinc, vitamins E, C was found to compromise antioxidant defences. Elevated ferritin levels may serve as an indicator of inflammation. CONCLUSIONS: The most important task is to adjust the in-take of micronutrients to maintain balance and prevent deficiency and excess, which is important in the complex therapy of patients.

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)0.003
metaresearch head score (Gemma)0.017
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.009
Threshold uncertainty score0.018

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.017
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0070.005
Bibliometrics0.0060.007
Science and technology studies0.0000.001
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0010.001
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 head0.007
GPT teacher head0.229
Teacher spread0.222 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations2
Published2025
Admission routes1
Has abstractyes

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