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The overlooked triad: interrelationship between diabetes mellitus, diabetic foot, and acute diarrhoea. A systematic review of clinical and pathophysiological correlates.

2025· dissertation· W4416913124 on OpenAlexaboutno aff
Srikanta Panigrahy, Susmita Pradhan, Prasanti Rajalaxmi Parida, Manisha Panda

Bibliographic record

Venuenot available
Typedissertation
Language
FieldMedicine
TopicDiabetic Foot Ulcer Assessment and Management
Canadian institutionsnot available
Fundersnot available
KeywordsDiabetes mellitusMetforminDiabetic ketoacidosisIncidence (geometry)Observational studyDiseaseDiarrheaDiabetic foot

Abstract

fetched live from OpenAlex

Background: Diabetes mellitus (DM) and its complications, particularly diabetic foot disease (DFD), substantially increase morbidity through vascular, immune, and microbiome dysfunction. Acute diarrhoeal illnesses, including Clostridioides difficile infection (CDI), antibiotic-associated diarrhoea (AAD), and cholera, can further destabilize metabolic and infectious trajectories in diabetic patients. Despite this overlap, integrated evidence on their interrelationship remains limited. Objective: To systematically evaluate current evidence on (1) the role of diabetes as a risk factor for CDI and other diarrhoeal diseases; (2) the impact of antibiotic exposure and metabolic instability on outcomes; (3) the potential protective effect of metformin therapy; and (4) the broader clinical implications for diabetic foot and inpatient management. Methods: Following PRISMA-2020 guidelines, open-access observational studies were identified in PubMed, DOAJ, PMC, Google Scholar, and OpenAIRE up to July 2025. Eligible studies included adults (≥18 years) with DM experiencing diarrhoeal illness. Outcomes analyzed were CDI incidence or recurrence, AAD occurrence, in-hospital mortality, and length of stay (LOS). Quality was assessed using the Newcastle–Ottawa Scale (NOS). Results: Six studies (2011–2024) met the inclusion criteria. Diabetes independently increased CDI risk and recurrence (OR ≈ 2.0–2.5), with antibiotic and PPI exposure as key cofactors. “4C” antibiotic use in diabetic foot ulcer patients quintupled CDI risk. Metabolic decompensation, such as diabetic ketoacidosis (DKA), significantly elevated mortality (5.8 % vs 2.7 %) and LOS. Conversely, metformin therapy reduced CDI odds by ~42 %, likely through gut-microbiota modulation. Diabetic patients with cholera showed prolonged hospitalization (IRR ≈ 2.0) without excess mortality. NOS scores (6–8/9) indicated moderate–high methodological quality. Conclusion: Diabetes amplifies susceptibility and worsens outcomes of CDI and related enteric infections, while metformin may offer partial protection. Incorporating glycaemic optimization, antibiotic stewardship, and microbiome-preserving strategies into diabetic care could mitigate infection-related morbidity and healthcare burden.

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)0.010
metaresearch head score (Gemma)0.044
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 score0.014
Threshold uncertainty score0.052

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.044
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0060.006
Bibliometrics0.0140.017
Science and technology studies0.0010.001
Scholarly communication0.0030.002
Open science0.0010.002
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 head0.031
GPT teacher head0.351
Teacher spread0.319 · 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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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