Prevalence of hypertension phenotypes in an urban population with low cardiovascular risk in Singapore: a cross-sectional study

Abstract Background Global reports on hypertension phenotypes exist, but population‑based evidence remains limited. A significant gap also persists in understanding these phenotypes within multi‑ethnic urban populations. Thus, this study aimed to determine the prevalence of hypertension phenotypes and their associated factors in a low-risk population in Singapore. Methods The cross-sectional study analysed data from 981 adults aged 21–69 years with a low 10-year cardiovascular risk (based on the 2023 Singapore modified Framingham risk score) and not on any antihypertensives. Participants were recruited from public or clinic settings using convenience sampling. Following consent, participants completed clinical examinations and investigations using structured questionnaires and validated instruments, such as office BP and 24-hour ambulatory BP monitoring (ABPM) devices. Results The mean age of the participants was 45.5 years (SD 11.8 years). Most were females (51.6%) and of Chinese ethnicity (91.2%). Normal body mass index (BMI) and waist circumference were observed in 47.0% and 60.7% of the cohort, respectively. Lifestyle data revealed that most participants were nonsmokers (90.9%) and engaged in physical activity (81.3%). The prevalence of hypertension was 25.5% by office BP and 22.7% by 24-hour ABPM, with 38.5% diagnosed via any ABPM target. Nocturnal hypertension (NH) was the most prevalent hypertension phenotype (36.1%), while white-coat hypertension had the lowest prevalence (6.5%). Daytime hypertension and masked hypertension (MH) were observed in 17.4% and 19.4% of participants, respectively. A non-dipping (ND) BP pattern was identified in 59.7% of the cohort. Conclusion This study revealed a high prevalence of NH and ND, with MH emerging as the next most common phenotype in a low-risk, urban Singaporean population. These findings support the potential role of ABPM to unmask hypertension phenotypes. Longitudinal follow up of this cohort could determine their prognostic significance and implications for cardiovascular risk stratification.

Authors

Institutions

Publication Details

Journal
BMC Public Health
Published
2026-10-14
DOI
https://doi.org/10.1186/s12889-026-29454-y
Primary Topic
Blood Pressure and Hypertension Studies
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Prevalence of hypertension phenotypes in an urban population with low cardiovascular risk in Singapore: a cross-sectional study

Chirk Jenn Ng, Khung Keong Yeo, Ding Xuan Ng, Jonathan Jiunn Liang Yap et al.
BMC Public Health
Blood Pressure and Hypertension Studies
article

Prevalence of hypertension phenotypes in an urban population with low cardiovascular risk in Singapore: a cross-sectional study

Chirk Jenn Ng, Khung Keong Yeo, Ding Xuan Ng, Jonathan Jiunn Liang Yap, Aminath Shiwaza Moosa, Shera Chaterji, Weiting Huang, Barath Kumar, Siew Ching Kong
article en

Abstract

Abstract Background Global reports on hypertension phenotypes exist, but population‑based evidence remains limited. A significant gap also persists in understanding these phenotypes within multi‑ethnic urban populations. Thus, this study aimed to determine the prevalence of hypertension phenotypes and their associated factors in a low-risk population in Singapore. Methods The cross-sectional study analysed data from 981 adults aged 21–69 years with a low 10-year cardiovascular risk (based on the 2023 Singapore modified Framingham risk score) and not on any antihypertensives. Participants were recruited from public or clinic settings using convenience sampling. Following consent, participants completed clinical examinations and investigations using structured questionnaires and validated instruments, such as office BP and 24-hour ambulatory BP monitoring (ABPM) devices. Results The mean age of the participants was 45.5 years (SD 11.8 years). Most were females (51.6%) and of Chinese ethnicity (91.2%). Normal body mass index (BMI) and waist circumference were observed in 47.0% and 60.7% of the cohort, respectively. Lifestyle data revealed that most participants were nonsmokers (90.9%) and engaged in physical activity (81.3%). The prevalence of hypertension was 25.5% by office BP and 22.7% by 24-hour ABPM, with 38.5% diagnosed via any ABPM target. Nocturnal hypertension (NH) was the most prevalent hypertension phenotype (36.1%), while white-coat hypertension had the lowest prevalence (6.5%). Daytime hypertension and masked hypertension (MH) were observed in 17.4% and 19.4% of participants, respectively. A non-dipping (ND) BP pattern was identified in 59.7% of the cohort. Conclusion This study revealed a high prevalence of NH and ND, with MH emerging as the next most common phenotype in a low-risk, urban Singaporean population. These findings support the potential role of ABPM to unmask hypertension phenotypes. Longitudinal follow up of this cohort could determine their prognostic significance and implications for cardiovascular risk stratification.

BMC Public Health
SingHealth (SG), Nanyang Technological University (SG), SingHealth Duke-NUS Academic Medical Centre (SG), SingHealth Polyclinics (SG), Duke-NUS Medical School (SG), National Heart Centre Singapore (SG)
National Medical Research Council
Good health and well-being, Sustainable cities and communities
Openalex Percentile: Top 12%
Blood Pressure and Hypertension Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.