Evidence map›Paper›PMID 36962416›Full record

ArticlePLOS global public health2022

Prevalence of microvascular and macrovascular complications of diabetes in newly diagnosed type 2 diabetes in low-and-middle-income countries: A systematic review and meta-analysis.

Faith Aikaeli, Tsi Njim, Stefanie Gissing, Faith Moyo, Uazman Alam, Sayoki G Mfinanga, Joseph Okebe, Kaushik Ramaiya, Emily L Webb, Shabbar Jaffar and 1 more

Open access · goldFull text read
In one paragraph

Article in PLOS global public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 59 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
59citing papers in PubMed, 3 pooled it
10.9field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

59 citing papers in PubMed, 3 syntheses or guidelines pooled it, 82 citations in OpenAlex.

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  16. Prevalence of symptomatic polyneuropathy in patients with type 2 diabetes mellitus attending the diabetes clinic at Helen Joseph Tertiary Hospital, South Africa.South African family practice : official journal of the South African Academy of Family Practice/Primary Care · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors at 6 institutions in 2 countries.

Faith AikaeliMuhimbili Medical Research Centre, National Institute for Medical Research, Dar Es Salaam, Tanzania.
Tsi NjimDepartment of International Public Health, Liverpool School of Tropical Medicine, Liverpool, United Kingdom.
Stefanie GissingSchool of Public Health Yorkshire & Humber, Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom.ORCID https://orcid.org/0000-0001-7446-5888
Faith MoyoDepartment of International Public Health, Liverpool School of Tropical Medicine, Liverpool, United Kingdom.
Uazman AlamInstitute of Life Course and Medical Sciences and the Pain Research Institute, University of Liverpool and Liverpool University Hospital NHS Foundation Trust, Liverpool, United Kingdom.
Sayoki G MfinangaMuhimbili Medical Research Centre, National Institute for Medical Research, Dar Es Salaam, Tanzania.
Joseph OkebeDepartment of International Public Health, Liverpool School of Tropical Medicine, Liverpool, United Kingdom.ORCID https://orcid.org/0000-0001-5466-1611
Kaushik RamaiyaShree Hindu Mandal Hospital, Dar es Salaam, Tanzania.
Emily L WebbMedical Research Council International Statistics and Epidemiology Group, London School of Hygiene and Tropical Medicine, London, United Kingdom.
Shabbar JaffarDepartment of International Public Health, Liverpool School of Tropical Medicine, Liverpool, United Kingdom.
Anupam GarribDepartment of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, United Kingdom.ORCID https://orcid.org/0000-0003-2305-3749
Liverpool School of Tropical Medicine · GBAga Khan Hospital Dar es Salaam · TZLeeds Teaching Hospitals NHS Trust · GBLondon School of Hygiene & Tropical Medicine · GBNational Institute for Medical Research · TZUniversity of Liverpool · GB

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

There is an excessive burden of diabetes complications in low-resource settings. We conducted a systematic review to determine the nature and frequency of diabetes complications in newly diagnosed with type 2 diabetes. A systematic search was performed using Medline, CINAHL and Global Health online databases from inception to July 2020. Articles reporting prevalence of microvascular or macrovascular complications within six months of type 2 diabetes diagnosis and published in English or French from low- and middle-income countries (LMICs) were eligible for analysis. Data were extracted using a standardized data extraction tool. Descriptive statistics were used to describe the prevalence of micro and macrovascular complications in newly diagnosed type 2 diabetes. Assessment of heterogeneity was conducted using the inconsistency index (I2) and Cochran-Q chi2 statistical tests. Publication bias was assessed by the Funnel plot and Egger test. A total of 3 292 records underwent title or abstract screening and 95 articles underwent full text review. Thirty-three studies describing 13 283 participants (aged 20 years and older) met the inclusion criteria. The eligible studies were from Asia (n = 24), Africa (n = 4), Oceania (n = 2), South America (n = 2) and the Caribbean (n = 1). For microvascular complications, the median prevalence (interquartile range) of retinopathy, nephropathy and neuropathy were 12% (6%-15%), 15% (7%-35%) and 16% (10%25%) respectively. For macrovascular complications, the median prevalence (interquartile range) was 10% (7%-17%) for ischaemic heart disease, 6% (1%-20%) for peripheral arterial disease and 2% (1%-4%) for stroke. There was evidence of substantial heterogeneity between studies for all outcomes (I2 > 90%. We found a high prevalence of complications in newly diagnosed type 2 diabetes in LMICs. Findings suggest that many people live with diabetes and are only diagnosed when they present with complications in LMICs. Research is needed to guide timely and effective identification of people living with diabetes in these settings.

Identifiers

PMID36962416
PMCPMC10021817
OpenAlexW4282932323

What OpenQuestion holds

Textfull text, public
LicenceCC BY
measurements read119
identifiers read14
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.