Evidence map›Paper›PMID 41794723›Full record

ArticleBMC public health2026

Rising obesity and shifting disease patterns in Saudi Arabia: a nine-year population-based analysis of chronic disease burden and multimorbidity profiles.

Jaber Abdullah Alshahrani, Alaa Mohammed Alshahrani, Abdullah Mohammed Alshalaan, Mohammed Qasem Ahmed Alquthrudi, Mohammed Mana Mohammed Alqahtani, Ahmed Sulayman Ahmed Aljaberi, Fatimah Abdullah Alshahrani, Mohamed Baklola, Mohamed Terra, Naji Al-Bawah and 2 more

Abstract read
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Article
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.

Jaber Abdullah AlshahraniConsultant family medicine and medical education, Armed Forces Hospital Southern Region, Health Research Center MODHS, Ministry of Defense, Saudi Arabia, Khamis Mushait, Saudi Arabia.
Alaa Mohammed AlshahraniConsultant family medicine and diabetes managment, Armed Forces Hospital Southern Region, Ministry of Defense Health Services, Khamis Mushait, Saudi Arabia.
Abdullah Mohammed AlshalaanConsultant Adult Endocrinologist, Armed Forces Hospital Southern Region, Ministry of Defense Health Services, Khamis Mushait, Saudi Arabia.
Mohammed Qasem Ahmed AlquthrudiConsultant Adult Endocrinologist, Armed Forces Hospital Southern Region, Ministry of Defense Health Services, Khamis Mushait, Saudi Arabia.
Mohammed Mana Mohammed AlqahtaniConsultant Adult Endocrinologist, Armed Forces Hospital Southern Region, Ministry of Defense Health Services, Khamis Mushait, Saudi Arabia.
Ahmed Sulayman Ahmed AljaberiConsultant Family Medicine, Armed Forces Hospital Southern Region, Ministry of Defense Health Services, Khamis Mushait, Saudi Arabia.
Fatimah Abdullah AlshahraniAbha Healthy Sector, Abha, Saudi Arabia.
Mohamed BaklolaFaculty of Medicine, Mansoura University, Mansoura, Egypt. Mohamedbaklola2000@gmail.com.
Mohamed TerraFaculty of Medicine, Mansoura University, Mansoura, Egypt.
Naji Al-BawahFaculty of Medicine, Sana'a University, Sana'a, Yemen. Najialbawah@gmail.com.
Baraa AlghalyiniCollege of Medicine, Alfaisal University, Riyadh, Saudi Arabia.
Najim Z AlshahraniDepartment of Family and Community Medicine, Faculty of Medicine, University of Jeddah, Jeddah, Saudi Arabia. nalshahrani@uj.edu.sa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundObesity represents a major and growing public health challenge in Saudi Arabia and is commonly accompanied by a broad range of chronic conditions. Understanding population-level changes in body mass index (BMI) distribution and associated disease burden over time is important for surveillance and health system planning. This study aimed to describe temporal trends in BMI categories and examine their associations with chronic disease burden among adults in southern Saudi Arabia over a nine-year period.

methodsWe conducted a retrospective cohort study using electronic health records from the Armed Forces Hospitals Southern Region between January 2017 and April 2025. The dataset included 74,881 adult patients with a total of 956,547 visit entries. Body mass index (BMI) was calculated and categorized based on World Health Organization criteria. Chronic conditions such as type 2 diabetes, hypertension, heart failure, asthma, and others were identified from diagnosis records. Multivariable logistic and negative binomial regressions were used to evaluate the association between BMI and disease risk. Latent class analysis was performed to identify distinct multimorbidity profiles.

resultsNearly half of the study population fell into obesity categories, with 26.6% in class 1, 13.3% in class 2, and 6.5% in class 3. Obesity rates rose consistently over the study period. Higher BMI was strongly associated with increased odds of chronic diseases. Compared to individuals with normal BMI, those in obesity class 3 had 2.47 times the odds of type 2 diabetes and 2.60 times the odds of hypertension. Multimorbidity also rose with BMI, and age was a significant independent predictor. Latent class analysis revealed three distinct disease profiles, with the most burdened group being older and having the highest average BMI.

conclusionIn this large healthcare-based population, obesity prevalence increased over time and was associated with a graded burden of chronic disease and multimorbidity. Associations varied by age and sex, highlighting heterogeneity in obesity-related disease patterns. Although causal inferences cannot be drawn, these findings provide important population-level evidence to support ongoing surveillance and the development of age- and sex-responsive prevention and clinical management strategies in Saudi Arabia and similar settings.

Indexed as

Cost of IllnessMultimorbidityObesityAdultAgedBody Mass IndexChronic DiseaseFemaleHumansMaleMiddle AgedRetrospective StudiesSaudi ArabiaBody mass indexChronic diseasesMultimorbidityObesitySaudi Arabia

Identifiers

PMID41794723
PMCPMC13063566

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.