Blood Pressure Status Research Articles

O02 SIMULTANEOUS BLOOD PRESSURE AND ATRIAL FIBRILLATION SCREENING IN MAY MEASUREMENT MONTH 2022

Background and objective: May Measurement Month (MMM) is a global campaign aiming to raise awareness of raised blood pressure (BP). In 2022, concurrent screening for BP and atrial fibrillation (AF) was conducted in ten countries, given that hypertension and AF are both major treatable risk factors for stroke. Here, we evaluate AF prevalence and treatment by BP status among opportunistic samples of adults. Methods: In MMM, adults (≥18 years) undergo opportunistic BP screening. In ten participating countries, concurrent AF screening was carried out using OMRON Complete or M7 devices, in addition to three standardized, sitting BP measurements. ‘Known’ AF was defined as having had a previous diagnosis of either AF or irregular heartbeat, or taking oral anticoagulants. To risk-stratify those with AF, we calculated the CHA2DS2-VASc score. Hypertension was defined as a BP ≥140 and/or ≥90 mmHg (average of the second and third readings) and/or taking BP-lowering medication. Results: 80,751 adults (mean age 50.1 years; 58.2% female) underwent BP and AF screening. AF was detected in 1,526 (1.9%), of whom 1,014 (66.4%) had ‘known’ AF. Of those with ‘known’ AF, 214 (21.1%) were taking anticoagulants and 644 (63.5%) were taking neither anticoagulants nor aspirin. AF was detected more commonly among those aged ≥60 than <60 (3.2% vs 1.2%: p<0.001). Hypertension was detected more commonly among those with than without AF (63.6% vs 45.2%; age-sex-adjusted p<0.001). There was a graded association in anticoagulant and aspirin treatment rates according to CHA2DS2-VASc score in participants with ‘known’ AF (Table). Amongst participants with ‘known’ AF, anticoagulant usage was reported by 35.7% of those with a class 1 indication for anticoagulation according to CHA2DS2-VASc score. Conclusions Opportunistic AF screening in the MMM 2022 campaign detected AF in 3.2% of participants aged ≥60, and hypertension was more common in those with AF. Over one third of detected cases were not ‘known’ cases. Only 35.7% of ‘known’ cases with a class 1 indication for anticoagulants were treated.

O107 A LONGITUDINAL STUDY ON THE IMPACT OF CHILDHOOD ELEVATED BLOOD PRESSURE ON TARGET ORGAN HEALTH IN ADOLESCENCE: THE EXAMIN YOUTH SA STUDY

Background and objective: Primary hypertension in children is becoming a global threat for the growing economic burden of hypertension management in adulthood and sustainable healthcare. We determined the associations of adolescent blood pressure (BP) with target organ damage markers (carotid intima-media thickness (CIMT) and left ventricular mass index (ilVM)) over a four year period, stratified by childhood BP status at baseline. Methods: We included 421 Black and 307 White South African adolescents (mean age: 11.04 years) with complete follow-up data for BP, CIMT and iLVM. Standard anthropometric measures and basic demographic information were collected. Results: Children were stratified by baseline BP status, i.e., normotensive; n=454 (57.5% Black and 57.7% female) and elevated BP; n=274 (58.4% Black and 52.2% female), with comparable proportions of ethnicity (p=0.81) and sex (p=0.15). Systolic BP (by 6mmHg; p<0.001), diastolic BP (by 3mmHg; p<0.001) and perfusion pressure (by 4mmHg; p<0.001) as well as sex-specific body mass index for age z-scores (BAZ; p<0.001) were all higher in the elevated BP compared to normotensive group. Groups were comparable for age (p=0.78), CIMT (p=0.28) and iLVM (p=0.64). In partial regression analysis (adjusting for ethnicity, sex, follow-up age and BAZ), systolic BP correlated positively with CIMT (r=0.125; p=0.041) and iLVM (r=0.184; p=0.002) in the elevated BP group only. Backward multiple adjusted linear regression analysis (adjustment for perfusion pressure at baseline, age, sex, ethnicity and BAZ) showed adverse associations of systolic BP with CIMT (β=0.126; p=0.046) and iLVM (β=0.199; p=0.001), and diastolic BP with iLVM (β=0.130; p=0.002), only in children with elevated BP at baseline. Conclusion: Elevated BP in early childhood contributes to the long-term impact on target organ health during adolescence independent of sex and ethnicity, while the association of BP with iLVM seems to be moderated by excess adiposity.

P117 PREVALENCE OF UNDIAGNOSED HYPERTENSION AND RELATED RISK FACTORS IN WAD-MEDANI ALKOBRA LOCALITY IN GEZIRA STATE, SUDAN, 2022

Background: Hypertension is defined as blood pressure ≥140/90 mm Hg. It is emerging as one of the major healthcare challenges in low- and middle-income countries. Hypertension is considered a silent killer and is the leading risk factor for cardiovascular mortality and accounts for a large proportion of premature deaths in developing countries. Most people with hypertension are asymptomatic and have been undiagnosed for years. Objectives: This study aimed to find out the prevalence of undiagnosed hypertension and related risk factors among adults in Wad Medani Alkobra locality in Gezira State, Sudan. Methods: A community-based cross-sectional study involving 464 adults in different locations in Wad-Medani Alkobra locality, from June 2022 to August 2022 was performed in collaboration with the Sudanese Society of Hypertension. WHO Stepwise Approach to Surveillance (STEPS) questionnaire was used to collect data, and was analyzed by SPSS version 20. Demographics, blood pressure, pulse, and socioeconomic status were measured. Diagnosis of hypertension was defined based on systolic and diastolic blood pressure of ≥140 mmHg and ≥90 mmHg, respectively, and three readings were obtained. Blood pressure was measured in all women and men aged 15 years and above. Results: The total number of study population was 464, males were 239, females were 225. The mean age was 45 years. 68 were known hypertensive. Of those who were hypertensive, 27 had high blood pressure. Undiagnosed hypertension in the study population was found to be 10% which equals 59.1% of the total number of the populations who had HTN. The prevalence of HTN in this study group was 25%. There was a positive relation between high blood pressure and old age, diabetes mellitus increased body weight, and sex (more common in males). Conclusion: The prevalence of hypertension was high and associated with some modifiable risk factors which should be addressed. Frequent screening and proper treatment are required to prevent complications of this epidemic.

Retinal ganglion cell complex thickness in subjects with diabetes mellitus and uncontrolled hypertension in China

PurposeTo assess the interactive relationship between blood pressure status and diabetic mellitus (DM) with ganglion cell complex (GCC) thickness in elderly individuals in rural China.MethodsParticipants aged 50 years and older in a rural area of Daxing District, Beijing, were recruited in this study from October 2018 to November 2018. All subjects underwent a comprehensive systemic and ocular examination. Blood pressure status was graded as normotension, controlled hypertension and uncontrolled hypertension according to blood pressure measurements and the use of any medication for hypertension treatment. GCC parameters were measured by spectral-domain optical coherence tomography (SD-OCT). Generalized linear models (GLM) adjusted for related potential confounders were used to assess the interaction between DM and blood pressure status.ResultsAmong 1415 screened subjects (2830 eyes), a total of 1117 eyes were enrolled in the final analysis. GLM analysis showed a significant interactive relationship between DM with uncontrolled hypertension status (β = 3.868, p = 0.011). GCC thickness would decrease 0.255 μm per year as the age increased (β=-0.255, p < 0.001). In a subgroup of 574 subjects with uncontrolled hypertension, DM was associated with an increased average of GCC thickness (β = 1.929, p = 0.022).ConclusionsThe present results revealed a significant interactive relationship between blood pressure status and DM. The average GCC thickness increased in individuals with DM combined with uncontrolled hypertension, which should be considered in the measurement of GCC. Further studies are warranted to explore ganglion cells changes as a non-invasive method to detect neuron alterations in individuals with DM and uncontrolled hypertension.Trail registrationThe registration number of the present trial in the Chinese Clinical Trial Registry is ChiCTR2000037944.

Effect of blood pressure control on the risk of proteinuria during bevacizumab treatment in patients with colorectal cancer: a single-center retrospective cohort study

PurposePre-existing hypertension is reportedly a major risk factor for bevacizumab-induced proteinuria. However, few studies have focused on the effects of blood pressure (BP) control on proteinuria during bevacizumab treatment. We report a retrospective study of the association between poor BP control and the risk of developing proteinuria in patients with colorectal cancer (CRC).MethodsData for CRC patients who received bevacizumab between April 2015 and March 2022 were retrospectively collected. Patients were categorized into two groups based on average systolic blood pressure (SBP) during treatment: normal SBP (< 140 mmHg) and high SBP (≥ 140 mmHg). To evaluate the association between average SBP and grade ≥ 2 proteinuria, we used a 3 month landmark analysis and a Cox regression model.ResultsOf the 279 patients analyzed, 109 had high SBP and 170 had normal SBP. The cumulative incidence of grade ≥ 2 and severe proteinuria was significantly higher in the high compared to the normal SBP group (p < 0.001 and p = 0.028, respectively). Landmark analysis indicated significant differences in proteinuria between patients with and without high average SBP during the first 3 months of treatment (p = 0.002 and p = 0.015, respectively). Multivariate analysis showed that average SBP ≥ 140 mmHg was a significant independent risk factor for proteinuria (p = 0.008).ConclusionLandmark analysis showed that BP status during the first 3 months of bevacizumab treatment influences the risk of subsequent proteinuria. Therefore, timely diagnosis and stricter BP control are recommended for at least the first 3 months to avoid severe proteinuria.

Identifying an acceptable number of ambulatory blood pressure measurements for accuracy of average blood pressure and nocturnal dipping status.

We aimed to identify the minimum number of ambulatory blood pressure (ABP) measures to accurately determine daytime and nighttime systolic blood pressure (BP) averages and nocturnal dipping status (i.e., relative daytime:nighttime change). A total of 43 midlife participants wore an ABP monitor for 24 h with measurements every 20/30 min during the daytime/nighttime, as identified by a sleep diary. We calculated daytime/nighttime systolic BP average and dipping status from all available measurements per participant (i.e., normative data). We then calculated daytime and nighttime BP per participant based on a random selection of 8-20 and 4-10 measurements and replicated random selections 1,000 times. We calculated accuracy by checking the proportion from 1,000 different randomly selected samples for a particular number of measurements that systolic BP was ±5 mmHg of normative data, and dipping status remained unchanged for each participant compared with the normative value. The best fit for the regression model estimated the minimal number of measurements for an accuracy of 95% in BP averages. For a 95% accuracy in estimating daytime and nighttime systolic BP, 11 daytime and 8 nighttime measurements were required. The highest accuracy for dipping status was 91.6 ± 13.4% using 20 daytime and 10 nighttime measures, while the lowest was (83.4 ± 15.1%) using 8 daytime and 4 nighttime measures. In midlife adults, 11 daytime and 8 nighttime measurements are likely enough to calculate average systolic BPs accurately. However, no minimum number is suggested to accurately calculate dipping status.NEW & NOTEWORTHY We found that a minimum of 11 blood pressure (BP) measures are necessary to calculate an accurate average daytime BP, and 8 nighttime measures are necessary to calculate an accurate nighttime average if 95% accuracy is acceptable. Regarding BP dipping status, the current recommendations (20 daytime/7 nighttime) inaccurately classified the dipping status 10.5% of the time, suggesting that guidelines may need to be updated to classify patients as nocturnal dippers or nondippers correctly.

Associations between patient portal use and electronic health record (EHR) data timeliness in type 2 diabetes mellitus care

Abstract Objective Patient data is subject to missingness and errors. Patient portals enable patients managing type 2 diabetes mellitus (T2DM) to review and correct data to avoid retesting, medication errors, and diagnostic mistakes. We examined whether patient portal use was associated with electronic health record (EHR) data timeliness in T2DM care. Research Design and methods We analyzed EHR data from a panel of adult patients to determine whether portal use improved data timeliness. EHR data timeliness is measured as the number of days between patient encounters, accounting for mean attribute update periods, where available EHR attribute updates for T2DM measurements were present, including body mass, weight, glycated hemoglobin A1c, cholesterol, blood pressure, serum creatinine, and smoking status. We performed negative binomial regressions with fixed effects to estimate the association between patient portal use and EHR data timeliness. Sensitivity analyses were conducted using Poisson regressions. Results Nearly a third (31.3%) of patients in our sample actively used the health portal. There were fewer days (111.9 days vs. 136.7 days; p &lt; 0.001) between EHR attribute updates for patients who used health portals compared to patients who did not. Data timeliness was lower among female, non-Hispanic White Medicare beneficiaries. Based on regression analyses, portal use was associated with an expected 3.6 (p &lt; 0.001) percentage point decrease in days between attribute updates, indicating improved EHR timeliness. Conclusion Improving the quality of health information may streamline decision-making in partnership with patients who produce data points across clinical settings. Active use of patient portals and digital health tools in chronic disease care are critical for care management and clinical decision-making, especially for patients managing type 2 diabetes across clinical settings.

May Measurement Month 2021: an analysis of blood pressure screening results from Nepal.

Despite the well-recognized importance of prevention and early treatment of hypertension, the majority of adults in Nepal are not aware of their high blood pressure (BP) and are left untreated. In this paper, we report the result of the May Measure Month 2021 campaign in Nepal: a nationwide community-based hypertension screening campaign. An opportunistic cross-sectional survey was conducted in 15 districts between September 2021 and December 2021. An individual was included if aged 18 years or more and provided informed consent. Structured questionnaires were administered, and BP was measured three times in a sitting position by trained volunteers. A total of 5172 participants were included. The median age (interquartile range) was 37 (25-51), and 49.9% were female. The mean (SD) of the systolic and diastolic BP was 123.9 (14.9) and 80.2 (9.3) mmHg, respectively. A total of 1066 participants (20.6%) were identified as hypertensive (systolic BP ≥ 140 mmHg or diastolic BP ≥ 90 mmHg or on antihypertensive medication), of whom 399 (39.5%) and 298 (29.5%) were aware of their BP status and treated with at least one antihypertensive medicine, respectively. Blood pressure control (<140/90 mmHg) was achieved in 15.6% of all hypertensives and in 56.0% of treated individuals. Multivariate logistic regression showed an association between hypertension and the following variables: every 1-year increase of age [odds ratio (OR) = 1.13 (1.11-1.15) if age < 40 and OR = 1.05 (1.04-1.06) if age ≥ 40], male [OR = 1.57 (1.33-1.89)], regular alcohol use [OR = 1.59 (1.30-1.93)], and diabetes [OR = 2.63 (1.93-3.58)]. Hypertension awareness, treatment, and control were suboptimal in Nepal. This study supports a strong need to scale up community-based hypertension programmes in Nepal and raises the possibility of task sharing with community health workers.

May Measurement Month 2021: an analysis of blood pressure screening results from South Africa.

Elevated blood pressure (BP) is a growing burden worldwide, leading to over 10 million deaths each year. In Sub-Saharan Africa, hypertension prevalence is higher and cardiovascular events occur at a younger age than in Europe or America. May Measurement Month (MMM) is a global campaign initiated by the International Society of Hypertension (ISH) aimed at raising awareness of high BP. In South Africa, the MMM campaign in 2017, 2018, and 2019 revealed that approximately one-third of adults had hypertension, only half of hypertensives were receiving antihypertensive therapy, and only a third of those with hypertension had controlled BP. These data highlight the need for continued BP screening and awareness campaigns in South Africa. From May to November 2021, a cross-sectional survey of volunteers aged ≥18 years was performed. Blood pressure measurements, definition of hypertension, and statistical analyses followed the MMM protocol. The screening sites targeted the general population mainly on university campuses and pharmacies in preference to hospitals and clinics, aiming to raise awareness and allow access to screening in those less likely to be aware of their BP status. Of the 2294 individuals (age 37.3 ± 16.9 years) screened, 30.8% had hypertension. Of those with hypertension, only 48.6% were aware and 43.5% were receiving treatment for hypertension. A large proportion (50.4%) of individuals receiving antihypertensive medication had uncontrolled BP (≥140/90 mmHg). In conclusion, the high prevalence of hypertension, despite the young adult age, and the high proportions of individuals unaware of their hypertension and with uncontrolled BP underscore the necessity for hypertension awareness campaigns and more rigorous management of hypertension.

Abnormal blood pressure and pediatric obesity phenotype: Red flags for clinical practice

Background and aimssystolic and diastolic blood pressure values identify different subtypes of Primary Hypertension. In pediatric age, hypertension is often related to obesity. Characterization of an individual's Blood Pressure (BP) status needs multiple measurements in the course of time, but this is rarely the case, principally in everyday pediatrics. Thus, the finding of abnormal BP values even in a single routine check visit should need a special attention. The aim of this study was to evaluate if even a single abnormal measurement could be a marker of metabolic risk, according to clinical and/or metabolic phenotype and subtypes of hypertension in a population of overweight/obese children and adolescents. Methods and resultsWe reviewed data from 489 overweight-obese children and adolescents. BP values were classified according to American Academy of Pediatrics Guidelines (2017). Considering study design, we used the term “Abnormal” instead of “High” BP. Data on lipid profile, glucose metabolism and ultrasonographic pattern of the liver were recorded. Mean age was 9.4 ± 2.5 years: 76.9% had normal BP values. Children with Abnormal BP harbored more frequently an unfavorable metabolic profile. Children with Abnormal Systolic-Diastolic BP values had higher BMI z-score and Waist to Height ratio (p = 0.022 and p = 0.032). Hepatic Steatosis was detected in 4.5%, 14.8 % and 17.6 % of children with normal, abnormal systolic and abnormal systo-diastolic blood pressure, respectively. (p < 0.001). ConclusionIdentification of abnormal BP subtypes even in a single measurement could be useful for identification of specific clinical-metabolic phenotypes allowing an individual targeted management of obesity-related comorbidities.

Exploring patient-, provider-, and health facility-level determinants of blood pressure among patients with hypertension: A multicenter study in Ghana.

Optimal blood pressure (BP) control is essential in averting cardiovascular disease and associated complications, yet multiple factors influence the achievement of BP targets. We explored patient-, provider-, and health facility-level factors of systolic and diastolic BP and controlled BP status among patients with hypertension in Ghana. Using a cross-sectional design, we recruited 15 health facilities, and from each facility, we recruited four healthcare providers involved in managing hypertension and 15 patients diagnosed with hypertension. The primary outcome of interest was systolic and diastolic BP; the secondary outcome was BP control (<140/90 mmHg) in compliance with Ghana's national standard treatment guidelines. We used mixed-effects regression models to explore the patient- and facility-level predictors of the outcomes. Two hundred twenty-four patients and 67 healthcare providers were sampled across 15 health facilities. The mean (SD) age of providers and patients was 32 (7) and 61 (13) years, respectively. Most (182 [81%]) of the patient participants were female, and almost half (109 [49%]) had controlled BP. At the patient level, traveling for 30 minutes to one hour to the health facility was associated with higher diastolic BP (Coeff.:3.75, 95% CI: 0.12, 7.38) and lower odds of BP control (OR: 0.51, 95% CI: 0.28, 0.92) compared to traveling for less than 30 minutes. Receiving hypertension care at government health facilities than at private health facilities was associated with lower systolic BP (Coeff.: -13.89; 95% CI: -23.99, -3.79). A higher patient-to-physician or physician-assistant ratio was associated with elevated systolic BP (Coeff.: 21.34; 95% CI: 8.94, 33.74) and lower odds of controlled BP (OR: 0.19, 95% CI: 0.05, 0.72). Along with addressing the patient-level factors influencing BP outcomes in Ghana, there is a need for public health and policy interventions addressing the inaccessibility of hypertension services, the shortage of clinical care providers, and the underperformance of private health facilities.

Adherence to antihypertensive medication and its associated factors among patients with hypertension attending a tertiary hospital in Kathmandu, Nepal.

Hypertension is a major risk factor for cardiovascular disease, which is the leading cause of premature mortality and morbidity globally. Despite the evidences of the availability of effective treatment for hypertension, its management remains suboptimal. Medication adherence is the most crucial factor for blood pressure control. It is important to identify the factors associated with adherence to antihypertensive treatment for better management. Hence, this study assessed the level of antihypertensive medication adherence and its associated factors among patients with hypertension visiting a tertiary-level hospital in Kathmandu, Nepal. An analytical cross-sectional study was carried out among 308 diagnosed patients with hypertension who were prescribed antihypertensive medication. The Morisky Medication Adherence Scale (MMAS-8) was used to assess medication adherence. Data was collected through face-to-face interviews and analysed using SPSS v26. A bivariate and multivariate logistic regression model was used to assess the factors associated with low medication adherence. More than half (61%) of the study participants had moderate to high levels of medication adherence. Upon bivariate analysis, there was a significant association between presence of side effects, blood pressure status, forgetfulness, high cost, fear of taking medicine lifelong and irregular follow-up with a low level of adherence. Upon multivariate the logistic regression analysis, forgetfulness [Adjusted Odd's Ratio (AOR) 22.5, 95% Confidence Interval(CI) 10.56-47.86], high cost (AOR 3.8, 95%CI 1.25-11.60) and fear of taking medicines lifelong (AOR 6.04, 95%CI 2.96-12.33) were found to be associated factors of low level of adherence. There is an urgency to develop evidence-based strategies to improve the level of adherence to antihypertensive medications among patients with hypertension. Strategies like reminder messaging, setting alarms, expanding the scope of national health insurance and proper counselling to reduce fear could help to improve medication adherence. Hence, the feasibility and effectiveness of such intervention should be explored in future studies.

Cardiometabolic Profile in Young Adults With Diverse Cigarette Smoking Histories: A Longitudinal Study From Adolescence.

For the first time, the present study investigated smoking trajectory and cardiometabolic profile from adolescence to young adulthood in a middle-income developing country facing a high prevalence of smoking and cardiovascular disease-related outcomes. Data on 1082 adolescents (12-18 years of age) who participated in the TLGS (Tehran Lipid and Glucose Study) were gathered,and participants were followed for a median of 12.5 years (baseline: 1999-2002, last follow-up: 2014-2017). Participants were categorized as non/rare smokers, experimenters, and escalators using group-based trajectory models. Statistical analysis was used to compare the trajectory groups' cardiometabolic components, clinical characteristics, and cardiometabolic changes due to the individuals' placement in experimenter and escalator groups compared with non/rare smokers. The smoking trajectory groups in young adulthood differ significantly in blood pressure, triglycerides, high-density lipoprotein cholesterol, waist circumference, and body mass index, with the escalator group having the highest risk values for each component. Significant differences were observed in blood pressure (P=0.014), triglycerides (P<0.001), and waist circumference (P<0.001) status after using clinical cut points. The adjusted linear regression revealed that the escalator group had 3.16 mm Hg-lower systolic blood pressure SBP (P=0.016), 2.69 mm Hg-lower diastolic blood pressure (P=0.011), and 4.42 mg/dL-lower high-density lipoprotein cholesterol (P=0.002), compared with the non/rare smoker group. Despite elevated risks in unadjusted analyses for all cardiometabolic components among smokers, our study identified a modest protective link between early smoking and blood pressure in addition to a remarkable harmful association with high-density lipoprotein cholesterol levels exclusively in the escalator group during the developmental stage to young adulthood, using adjusted analyses.

Status of elevated blood pressure among Chinese children and adolescents aged 7-17 from 2016 to 2017 according to 4 different references

To describe and analysis the detection rate of high normal blood pressure and high blood pressure among Chinese children and adolescents aged 7-17 years from 2016 to 2017 according to the clinical practice guideline for screening and management of high blood pressure in Children and Adolescents published by the American Academy of Pediatrics(the AAP reference), the international blood pressure references among Children and Adolescents aged 6 to 17 years(the international reference), health industry standard of the People&apos;s Republic of China "Reference of screening for elevated blood pressure among children and adolescents aged 7 to 18 years(WS/T 610-2018)"(the industry reference) and updating blood pressure references for Chinese children aged 3 to 17 years(the guideline reference). Data was from the China Nutrition and Health Surveillance of Children and Lactating Women(2016-2017), in which the multistage stratified whole group random sampling method was used to draw participants from 275 surveillance sites in 31 provinces(autonomous regions and municipalities). In total, 67 231 participants were included according to the inclusion and exclusion criteria. Blood pressure was measured three times by trained staff using a validated oscillometric blood pressure monitor at the same point. The average blood pressure was calculated for the three measurements for SBP and DBP. To match the sampling design methodology, all values were weighted to represent the total population of Chinese children and adolescents 7-17 years of age considering sampling weights for each stratification based on the sixth population census data provided by the National Bureau of Statistics. The detection rate varied greatly under different references. The detection rate of high normal blood pressure was ranked from high to low according to the AAP reference(20.15%) &gt; the guideline reference(17.29%) &gt; the industry reference(13.14%) &gt; the international reference(12.66%); the detection rate of high blood pressure in descending order is the guideline reference(24.31%) &gt; the international reference(21.34%) &gt; the AAP reference(20.59%) &gt; the industry reference(19.96%). Although the consistency between the AAP references and international references and our national two references were medium to high, the difference in detection rate obtained by analysis was large. Considering the differences of demographic characteristics in the reference population, caution should be taken when applying foreign references to judge the blood pressure status of children and adolescents in China.

Blood Pressure Analysis Based on Nutritional Status and Lifestyle in Employees with Hypertension

The incidence of hypertension continues to increase. Hypertension is related to lifestyle and nutritional status. This study aimed to analyze blood pressure based on the nutritional status and lifestyle of employees with hypertension. An analytic study with a cross-sectional design was conducted from July to September 2022 by recruiting all Hasanuddin University rectorate employees with hypertension. The total number of respondents in this study was 63 people. Data was collected by measuring blood pressure and anthropometry, while lifestyle risk factors were collected using a questionnaire. Pearson correlation was performed to measure the correlation between blood pressure and nutritional status. A t-test and ANOVA were used to measure differences in blood pressure based on lifestyle. This study found a correlation between Body Mass Index and systolic and diastolic blood pressure, and there was no difference in blood pressure, both systole and diastolic, based on smoking behavior, coffee consumption, stress levels, and physical activity patterns in employees with hypertension. Based on these results, it is recommended that people with hypertension improve their nutritional status and lifestyle.

Machine Learning Interpretability in Diabetes RiskAssessment: A SHAP Analysis

Diabetes continues to be a complicated and prevalent metabolic illness, providing a serious burden to public health. While machine learning approaches like extreme gradient boosting (XGBoost) provide intriguing options for diabetes prediction, their 'black-box' nature typically limits clinical interpretability. To overcome this gap, our work applied SHapley Additive exPlanations (SHAP) to give insights into the XGBoost model's predictions. The dataset utilized in this research comprised of 253,680 patients and contained 21 parameters, such as General Health Status, High Blood Pressure Status, Age, and Body Mass Index. After feature selection using Recursive Feature Elimination (RFE), 15 important characteristics were discovered. In the test set, the XGBoost model obtained an accuracy of 86.6%, precision of 54.1%, recall of 17.0%, and an F1-score of 25.9% for the Original dataset. For the RFE dataset, the model displayed an accuracy of 86.6\%, precision of 54.9%, recall of 16.5%, and an F1-score of 25.3%. SHAP analysis found that General Health Status, High Blood Pressure Status, Age, and Body Mass Index were the most important characteristics in both the Original and RFE datasets. This work provides as a platform for transparent and clinically applicable predictive modeling, assisting in early diabetes identification and preventive healthcare.

Long-term blood pressure variability and risk of cardiovascular diseases in populations with different blood pressure status: an ambispective cohort study.

We aimed to investigate the correlation between long-term blood pressure variability (BPV) and the risk of cardiovascular diseases (CVDs) among population with different blood pressure statuses (normotension, well-controlled hypertension, and uncontrolled hypertension). In this ambispective cohort study, CVD-free residents aged over 50 years were consecutively enrolled from two community health service centers (CHCs) in Tianjin, China from April 2017 to May 2017. Information on blood pressure was retrospectively extracted from electronic medical records of CHCs between January 2010 and May 2017, and the occurrence of new-onset CVDs was prospectively observed during follow-up until September 2019. Long-term variation of SBP and DBP was assessed using four indicators: SD, coefficient of variation (CV), average successive variability (ASV), and average real variability (ARV). Cox proportional hazards regression model was developed to identify the potential impact of BPV on the incidence of CVDs. The receiver operating characteristic curve (ROC) was utilized to evaluate the predictive value of BPV indicators for the occurrence of CVDs. Of 1275 participants included, 412 (32.3%) experienced new CVD events during the median 7.7 years of follow-up, with an incidence density of 499/10 000 person-year in the whole cohort. Cox regression analysis revealed that almost all SBP and DBP variability indicators (except for SBP-SD) were significantly related to the risk of CVDs, especially among individuals with well-controlled hypertension. A trend toward an increased risk of CVDs across BPV quartiles was also observed. Moderate predictive abilities of BPV were observed, with the area under ROC curves ranging between 0.649 and 0.736. For SBP variability, SD had the lowest predictive ability, whereas for DBP variability, ARV had the lowest predictive ability. No significant association of CVDs with SBP-SD was found in all analyses, no matter as a continuous or categorical variable. Elevated long-term BPV is associated with an increased risk of CVDs, especially among individuals with well-controlled hypertension. CV and ASV had higher predictive values than SD and ARV.

Wearable multichannel-active pressurized pulse sensing platform

With the modernization of traditional Chinese medicine (TCM), creating devices to digitalize aspects of pulse diagnosis has proved to be challenging. The currently available pulse detection devices usually rely on external pressure devices, which are either bulky or poorly integrated, hindering their practical application. In this work, we propose an innovative wearable active pressure three-channel pulse monitoring device based on TCM pulse diagnosis methods. It combines a flexible pressure sensor array, flexible airbag array, active pressure control unit, advanced machine learning approach, and a companion mobile application for human–computer interaction. Due to the high sensitivity (460.1 kPa−1), high linearity (R2 > 0.999) and flexibility of the flexible pressure sensors, the device can accurately simulate finger pressure to collect pulse waves (Cun, Guan, and Chi) at different external pressures on the wrist. In addition, by measuring the change in pulse wave amplitude at different pressures, an individual’s blood pressure status can be successfully predicted. This enables truly wearable, actively pressurized, continuous wireless dynamic monitoring of wrist pulse health. The innovative and integrated design of this pulse monitoring platform could provide a new paradigm for digitizing aspects of TCM and other smart healthcare systems.

Factors associated with blood pressure and nutritional status among adolescents: a cross-sectional study

Introduction: The association between obesity and hypertension in adolescents necessitates the identification of potential predictors at an early stage. This study aimed to examine the association of sex and place of residence with nutritional status and blood pressure in adolescents aged 10-18 years. Methods: A sample of 198 subjects aged 10-18 years was included in this study. Data on demographic characteristics were collected using a structured questionnaire, whereas nutritional status and blood pressure were measured using standardized measures. Statistical analyses, including the independent t-test, Pearson and Spearman correlation test, and linear regression, were conducted to identify potential risk factors, with statistical significance set at p &lt; 0.05. Results: The study revealed a high prevalence of overweight-obesity (24.7%) and hypertension (11.1%) among the subjects. Significant correlations were observed between body weight, height, age, and blood pressure (p &lt; 0.05). Boys exhibited higher mean body height and Systolic Blood Pressure (SBP) than girls. Nutritional status was positively associated with Body Mass Index (BMI) and blood pressure, with nutritional status emerging as the primary predictor in both private houses and boarding schools (p &lt; 0.05). Furthermore, age at menarche was found to be a predictor of blood pressure in boys, whereas age was a predictor in girls. Conclusions: BMI predicts nutritional status and blood pressure, whereas age and menarche age are crucial factors that depend on sex. Based on these findings, it is critical to manage obesity and hypertension by considering characteristics such as nutritional status, sex, and age

Association of Diabetes with Changes in Blood Pressure during Hemodialysis: A Secondary Analysis of the Frequent Hemodialysis Network Daily Trial

Plain Language SummaryAmong patients requiring maintenance hemodialysis (HD), those with diabetes experience higher rates of cardiovascular mortality, compared to those without diabetes. Intra-dialytic hypotension is common among patients receiving maintenance HD, but data on differential patterns of peri-HD blood pressure (BP) control according to the presence or absence of diabetes remain sparse. In this post hoc analysis of the Frequent Hemodialysis Network Daily Trial, we observed that patients with diabetes (vs. none) had similar pre- and post-HD but lower nadir, systolic BP. Further, we observed that the risk of intra-dialytic hypotension associated with diabetes was higher among patients with higher pre-HD BP. Knowledge of diabetes status and assessment of the pre-HD systolic BP may help identify patients at higher risk for intra-dialytic hypotension.