Evidence map›Paper›PMID 28335755›Full record

ArticleBMC endocrine disorders2017

The incidence of diabetes mellitus and diabetic retinopathy in a population-based cohort study of people age 50 years and over in Nakuru, Kenya.

Andrew Bastawrous, Wanjiku Mathenge, Kevin Wing, Madeleine Bastawrous, Hillary Rono, Helen A Weiss, David Macleod, Allen Foster, Tunde Peto, Peter Blows and 2 more

Open access · goldAbstract read
In one paragraph

Article in BMC endocrine disorders, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed
5.1field-weighted citation impact, top 4% 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

24 citing papers in PubMed, 41 citations in OpenAlex.

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  17. Effect of Cyclocarya Paliurus on Hypoglycemic Effect in Type 2 Diabetic Mice.Medical science monitor : international medical journal of experimental and clinical research · 2019
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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

12 authors at 4 institutions in 1 country.

Andrew BastawrousInternational Centre for Eye Health, Clinical Research Department, London School of Hygiene & Tropical Medicine, London, UK. andrew.bastawrous@lshtm.ac.uk.ORCID http://orcid.org/0000-0001-8179-556X
Wanjiku MathengeRwanda International Institute of Ophthalmology and Dr Agarwal's Eye Hospital, London, Rwanda.
Kevin WingDepartment of Non-Communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK.
Madeleine BastawrousNuffield Department of Primary Care, University of Oxford, Oxford, UK.
Hillary RonoInternational Centre for Eye Health, Clinical Research Department, London School of Hygiene & Tropical Medicine, London, UK.
Helen A WeissMRC Tropical Epidemiology Group, Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK.
David MacleodMRC Tropical Epidemiology Group, Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK.
Allen FosterInternational Centre for Eye Health, Clinical Research Department, London School of Hygiene & Tropical Medicine, London, UK.
Tunde PetoNIHR BMRC at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK.
Peter BlowsNIHR BMRC at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK.
Matthew BurtonInternational Centre for Eye Health, Clinical Research Department, London School of Hygiene & Tropical Medicine, London, UK.
Hannah KuperInternational Centre for Eye Health, Clinical Research Department, London School of Hygiene & Tropical Medicine, London, UK.
London School of Hygiene & Tropical Medicine · GBMoorfields Eye Hospital NHS Foundation Trust · GBQueen's University Belfast · GBUniversity of Oxford · GB

Funding

Medical Research Council G0700837Medical Research Council G1001934Medical Research Council MR/K012126/1Wellcome Trust
6 · The paper itself

Abstract

backgroundThe epidemic rise of diabetes carries major negative public health and economic consequences particularly for low and middle-income countries. The highest predicted percentage growth in diabetes is in the sub-Saharan Africa (SSA) region where to date there has been no data on the incidence of diabetic retinopathy from population-based cohort studies and minimal data on incident diabetes. The primary aims of this study were to estimate the cumulative six-year incidence of Diabetes Mellitus (DM) and DR (Diabetic Retinopathy), respectively, among people aged ≥50 years in Kenya.

methodsRandom cluster sampling with probability proportionate to size were used to select a representative cross-sectional sample of adults aged ≥50 years in 2007-8 in Nakuru District, Kenya. A six-year follow-up was undertaken in 2013-14. On both occasions a comprehensive ophthalmic examination was performed including LogMAR visual acuity, digital retinal photography and independent grading of images. Data were collected on general health and risk factors. The primary outcomes were the incidence of diabetes mellitus and the incidence of diabetic retinopathy, which were calculated by dividing the number of events identified at 6-year follow-up by the number of people at risk at the beginning of follow-up. Age-adjusted risk ratios of the outcomes (DM and DR respectively) were estimated for each covariate using a Poisson regression model with robust error variance to allow for the clustered design and including inverse-probability weighting.

resultsAt baseline, 4414 participants aged ≥50 years underwent complete examination. Of the 4104 non-diabetic participants, 2059 were followed-up at six-years (50 · 2%). The cumulative incidence of DM was estimated at 61 · 0 per 1000 (95% CI: 50 · 3-73 · 7) in people aged ≥50 years. The cumulative incidence of DR in the sample population was estimated at 15 · 8 per 1000 (95% CI: 9 · 5-26 · 3) among those without DM at baseline, and 224 · 7 per 1000 (116.9-388.2) among participants with known DM at baseline. A multivariable risk factor analysis demonstrated increasing age and higher body mass index to be associated with incident DM. DR incidence was strongly associated with increasing age, and with higher BMI, urban dwelling and higher socioeconomic status.

conclusionsDiabetes Mellitus is a growing public health concern with a major complication of diabetic retinopathy. In a population of 1 · 6 million, of whom 150,000 are ≥50 years, we estimated that 1650 people aged ≥50 develop DM per year, and 450 develop DR. Strengthening of health systems is necessary to reduce incident diabetes and its complications in this and similar settings.

Indexed as

Population SurveillanceCohort StudiesCross-Sectional StudiesDiabetes MellitusDiabetic RetinopathyFemaleFollow-Up StudiesHumansIncidenceKenyaMaleMiddle AgedRandom Allocation

Identifiers

PMID28335755
PMCPMC5364612
OpenAlexW2599029708

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LicenceCC BY
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Registered trials

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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.