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1.
J Clin Hypertens (Greenwich) ; 26(7): 867-871, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38980266

ABSTRACT

Accurate arm circumference (AC) measurement is required for accurate blood pressure (BP) readings. Standards stipulate measuring arm circumference at the midpoint between the acromion process (AP) and the olecranon process. However, which part of the AP to use is not stipulated. Furthermore, BP is measured sitting but arm circumference is measured standing. We sought to understand how landmarking during AC measurement and body position affect cuff size selection. Two variations in measurement procedure were studied. First, AC was measured at the top of the acromion (TOA) and compared to the spine of the acromion (SOA). Second, standing versus seated measurements using each landmark were compared. AC was measured to the nearest 0.1 cm at the mid-point of the upper arm by two independent observers, blinded from each other's measurements. In 51 participants, the mean (±SD) mid-AC measurement using the anchoring landmarks TOA and SOA in the standing position were 32.4 cm (±6.18) and 32.1 cm (±6.07), respectively (mean difference of 0.3 cm). In the seated position, mean arm circumference was 32.2 (±6.10) using TOA and 31.1 (±6.03) using SOA (mean difference 1.1 cm). Kappa agreement for cuff selection in the standing position between TOA and SOA was 0.94 (p < 0.001). The landmark on the acromion process can change the cuff selection in a small percentage of cases. The overall impact of this landmark selection is small. However, standardizing landmark selection and body position for AC measurement could further reduce variability in cuff size selection during BP measurement and validation studies.


Subject(s)
Arm , Blood Pressure Determination , Humans , Arm/anatomy & histology , Male , Female , Blood Pressure Determination/methods , Blood Pressure Determination/instrumentation , Blood Pressure Determination/standards , Reproducibility of Results , Middle Aged , Adult , Observer Variation , Blood Pressure/physiology , Anatomic Landmarks , Aged , Posture/physiology , Anthropometry/methods , Acromion/anatomy & histology
3.
JMIR Mhealth Uhealth ; 12: e55617, 2024 Jul 12.
Article in English | MEDLINE | ID: mdl-39012077

ABSTRACT

Unlabelled: User engagement with remote blood pressure monitoring during pregnancy is critical to optimize the associated benefits of blood pressure control and early detection of hypertensive disorders of pregnancy. In our study population of pregnant individuals, we found that connected blood pressure cuffs, which automatically sync measures to a monitoring platform or health record, increase engagement (2.13 [95% CI 1.36-3.35] times more measures per day) with remote blood pressure monitoring compared to unconnected cuffs that require manual entry of measures.


Subject(s)
Blood Pressure Determination , Humans , Pregnancy , Female , Adult , Blood Pressure Determination/instrumentation , Blood Pressure Determination/methods , Blood Pressure Determination/statistics & numerical data , Blood Pressure Monitoring, Ambulatory/instrumentation , Blood Pressure Monitoring, Ambulatory/methods , Blood Pressure Monitoring, Ambulatory/statistics & numerical data , Blood Pressure Monitoring, Ambulatory/standards
4.
BMC Public Health ; 24(1): 1868, 2024 Jul 12.
Article in English | MEDLINE | ID: mdl-38997668

ABSTRACT

BACKGROUND: Bilateral blood pressure (BP) measurement is important in cardiovascular prevention for identifying systolic interarm BP difference (IAD) and hypertension. We investigated sex-stratified IAD prevalence and its associations and coexistence with screen-detected peripheral atherosclerosis and hypertension. Furthermore, we determined the proportion misclassified as non-hypertensive when using the lower versus the higher reading arm. METHODS: This sub-study formed part of the Viborg Screening Program (VISP), a cross-sectorial population-based cardiovascular screening programme targeting 67-year-old Danes. VISP includes screening for peripheral atherosclerosis (lower extremity arterial disease and carotid plaque), abdominal aortic aneurysm, hypertension, diabetes mellitus, and cardiac disease. Self-reported comorbidities, risk factors, and medication use were also collected. Among 4,602 attendees, 4,517 (82.1%) had eligible bilateral and repeated BP measurements. IAD was defined as a systolic BP difference ≥ 10 mmHg. IAD-associated factors (screening results and risk factors) were estimated by logistic regression; proportional coexistence was displayed by Venn diagrams (screening results). RESULTS: We included 2,220 women (49.2%) and 2,297 men (50.8%). IAD was more predominant in women (26.8%) than men (21.0%) (p < 0.001). This disparity persisted after adjustment [odds ratio (OR) 1.53; 95% confidence interval (CI) 1.32-1.77]. No other association was recorded with the conditions screened for, barring potential hypertension: BP 140-159/90-99 mmHg (OR 1.68, 95% CI 1.44-1.97) and BP ≥ 160/100 mmHg (OR 1.82, 95% CI 1.49-2.23). Overall, IAD and BP ≥ 160/100 mmHg coexistence was 4% in women and 5% in men; for BP ≥ 140/90 mmHg, 13% and 14%, respectively. Among those recording a mean BP ≥ 140/90 mmHg in the higher reading arm, 14.5% of women and 15.3% of men would be misclassified as non-hypertensive compared with the lowest reading arm. CONCLUSION: Female sex was an independent factor of IAD prevalence but not associated with other arterial lesions. Approximately 15% needed reclassification according to BP ≥ 140/90 mmHg when the lower rather than the higher reading arm was used; verifying bilateral BP measurements improved detection of potential hypertension. In future, the predictive value of sex-stratified IAD should be assessed for cardiovascular events and death to verify its potential as a screening tool in population-based cardiovascular screening. TRIAL REGISTRATION FOR VISP: NCT03395509:10/12/2018.


Subject(s)
Blood Pressure Determination , Hypertension , Humans , Female , Male , Aged , Blood Pressure Determination/methods , Hypertension/epidemiology , Hypertension/diagnosis , Prevalence , Mass Screening/methods , Arm , Risk Factors , Blood Pressure/physiology , Sex Factors , Peripheral Arterial Disease/epidemiology , Peripheral Arterial Disease/diagnosis
5.
Sci Rep ; 14(1): 15410, 2024 07 04.
Article in English | MEDLINE | ID: mdl-38965318

ABSTRACT

High systolic blood pressure (BP) is the most important modifiable risk factor for cardiovascular disease. Managing systolic hypertension is especially difficult in underserved populations wherein access to cuff BP devices is limited. We showed that ubiquitous smartphones without force sensing can be converted into absolute pulse pressure (PP) monitors. The concept is for the user to perform guided thumb and hand maneuvers with the phone to induce cuff-like actuation and allow built-in sensors to make cuff-like measurements for computing PP. We developed an Android smartphone PP application. The 'app' could be learned by volunteers and yielded PP with total error < 8 mmHg against cuff PP (N = 24). We also analyzed a large population-level database comprising adults less than 65 years old to show that PP plus other basic information can detect systolic hypertension with ROC AUC of 0.9. The smartphone PP app could ultimately help reduce the burden of systolic hypertension in underserved populations and thus health disparities.


Subject(s)
Hypertension , Mobile Applications , Smartphone , Humans , Hypertension/diagnosis , Hypertension/epidemiology , Hypertension/physiopathology , Male , Female , Middle Aged , Blood Pressure , Adult , Blood Pressure Determination/methods , Vulnerable Populations , Aged , Isolated Systolic Hypertension
6.
BMC Anesthesiol ; 24(1): 221, 2024 Jul 03.
Article in English | MEDLINE | ID: mdl-38961365

ABSTRACT

BACKGROUND: This study aimed to evaluate the accuracy of ankle blood pressure measurements in relation to invasive blood pressure in the lateral position. METHODS: This prospective observational study included adult patients scheduled for elective non-cardiac surgery under general anesthesia in the lateral position. Paired radial artery invasive and ankle noninvasive blood pressure readings were recorded in the lateral position using GE Carescape B650 monitor. The primary outcome was the ability of ankle mean arterial pressure (MAP) to detect hypotension (MAP < 70 mmHg) using area under the receiver operating characteristic curve (AUC) analysis. The secondary outcomes were the ability of ankle systolic blood pressure (SBP) to detect hypertension (SBP > 140 mmHg) as well as bias (invasive measurement - noninvasive measurement), and agreement between the two methods using the Bland-Altman analysis. RESULTS: We analyzed 415 paired readings from 30 patients. The AUC (95% confidence interval [CI]) of ankle MAP for detecting hypotension was 0.88 (0.83-0.93). An ankle MAP of ≤ 86 mmHg had negative and positive predictive values (95% CI) of 99 (97-100)% and 21 (15-29)%, respectively, for detecting hypotension. The AUC (95% CI) of ankle SBP to detect hypertension was 0.83 (0.79-0.86) with negative and positive predictive values (95% CI) of 95 (92-97)% and 36 (26-46)%, respectively, at a cutoff value of > 144 mmHg. The mean bias between the two methods was - 12 ± 17, 3 ± 12, and - 1 ± 11 mmHg for the SBP, diastolic blood pressure, and MAP, respectively. CONCLUSION: In patients under general anesthesia in the lateral position, ankle blood pressure measurements are not interchangeable with the corresponding invasive measurements. However, an ankle MAP > 86 mmHg can exclude hypotension with 99% accuracy, and an ankle SBP < 144 mmHg can exclude hypertension with 95% accuracy.


Subject(s)
Anesthesia, General , Ankle , Blood Pressure Determination , Humans , Female , Anesthesia, General/methods , Male , Prospective Studies , Middle Aged , Blood Pressure Determination/methods , Ankle/blood supply , Aged , Oscillometry/methods , Blood Pressure/physiology , Hypertension/physiopathology , Hypertension/diagnosis , Hypotension/diagnosis , Hypotension/physiopathology , Adult , Patient Positioning/methods
7.
Br J Anaesth ; 133(2): 264-276, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38839472

ABSTRACT

Arterial pressure monitoring and management are mainstays of haemodynamic therapy in patients having surgery. This article presents updated consensus statements and recommendations on perioperative arterial pressure management developed during the 11th POQI PeriOperative Quality Initiative (POQI) consensus conference held in London, UK, on June 4-6, 2023, which included a diverse group of international experts. Based on a modified Delphi approach, we recommend keeping intraoperative mean arterial pressure ≥60 mm Hg in at-risk patients. We further recommend increasing mean arterial pressure targets when venous or compartment pressures are elevated and treating hypotension based on presumed underlying causes. When intraoperative hypertension is treated, we recommend doing so carefully to avoid hypotension. Clinicians should consider continuous intraoperative arterial pressure monitoring as it can help reduce the severity and duration of hypotension compared to intermittent arterial pressure monitoring. Postoperative hypotension is often unrecognised and might be more important than intraoperative hypotension because it is often prolonged and untreated. Future research should focus on identifying patient-specific and organ-specific hypotension harm thresholds and optimal treatment strategies for intraoperative hypotension including choice of vasopressors. Research is also needed to guide monitoring and management strategies for recognising, preventing, and treating postoperative hypotension.


Subject(s)
Arterial Pressure , Consensus , Hypotension , Perioperative Care , Humans , Perioperative Care/methods , Perioperative Care/standards , Hypotension/diagnosis , Hypotension/therapy , Hypotension/prevention & control , Arterial Pressure/physiology , Monitoring, Intraoperative/methods , Monitoring, Intraoperative/standards , Intraoperative Complications/prevention & control , Intraoperative Complications/therapy , Intraoperative Complications/diagnosis , Postoperative Complications/prevention & control , Postoperative Complications/diagnosis , Blood Pressure Determination/methods , Blood Pressure Determination/standards
8.
Niger Postgrad Med J ; 31(2): 111-117, 2024 Apr 01.
Article in English | MEDLINE | ID: mdl-38826014

ABSTRACT

OBJECTIVES: The objective of this study was to determine the blood pressure (BP) pattern and prevalence of hypertension amongst apparently healthy primary school pupils in Abuja. METHODOLOGY: This was a descriptive, cross-sectional study carried out on apparently healthy primary school children aged 6-12 years. BP was measured using a standard mercury sphygmomanometer according to standard guidelines. Data were analysed using SPSS version 17.0. Pearson's correlation coefficient (r) and analysis of variance were used to determine the relationship between BP and various variables where applicable. P = 0.05 was considered statistically significant. RESULTS: Out of 1011 pupils recruited for the study, 457 (42.2%) were male. The mean systolic and diastolic BP (SBP and DBP) increased significantly with age from 94.5 mmHg to 101.0 mmHg and from 61.5 mmHg to 65.3 mmHg from 6 to 12 years for SBP and DBP, respectively (P < 0.05). The prevalence of high BP was 9.1%. Age was the only predictor of SBP (ß = -0.629, 95% confidence interval [CI] -1.115, -0.142), while age, height and body mass index (BMI) were the predictors of DBP (ß = -0.686, 95% CI of -1.152, -0.221; ß = 0.490, 95% CI of 0.172, 0.809; ß = 1.753, 95% CI of 0.374, 3.160) for age, height and BMI, respectively, at P < 0.05. CONCLUSION: The predictors of SBP and DBP as shown in this study support the recommendations by various reports for taking body size into consideration in developing reference values for various populations. Age and body size are important determinants of BP in children. Its measurement should be encouraged in schools.


Subject(s)
Blood Pressure , Body Mass Index , Hypertension , Humans , Male , Child , Nigeria/epidemiology , Cross-Sectional Studies , Female , Prevalence , Hypertension/epidemiology , Blood Pressure/physiology , Schools , Blood Pressure Determination/methods , Students/statistics & numerical data , Age Factors
10.
Comput Methods Programs Biomed ; 253: 108251, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38824806

ABSTRACT

BACKGROUND & OBJECTIVES: Measurement of blood pressure (BP) in ambulatory patients is crucial for at high-risk cardiovascular patients. A non-obtrusive, non-occluding device that continuously measures BP via photoplethysmography will enable long-term ambulatory assessment of BP. The aim of this study is to validate the metasense 2PPG cuffless wearable design for continuous BP estimation without ECG. METHODS: A customized high-speed electronic optical sensor architecture with laterally spaced reflectance pulse oximetry was designed into a simple unobtrusive low-power wearable in the form of a watch. 78 volunteers with a mean age of 32.72 ± 7.4 years (21 to 64), 51% male, 49% female were recruited with ECG-2PPG signals acquired. The fiducial features of the 2PPG morphologies were then attributed to the estimator. A 9-1 K-fold cross-validation was applied in the ML. RESULTS: The correlation for PTT-SBP was 0.971 and for PTT-DBP was 0.954. The mean absolute error was 3.167±1.636 mmHg for SBP and 6.4 ± 3.9 mm Hg for DBP. The ambulatory estimate for SBP and DBP for an individual over 3 days with 8-hour recordings was 0.70-0.81 for SBP and 0.42-0.51 for DBP with a ± 2.65 mmHg for SBP and ±2.02 mmHg for DBP. For SBP, 98% of metasense measurements were within 15 mm Hg and for DBP, 91% of metasense measurements were within 10 mmHg CONCLUSIONS: The metasense device provides continuous, non-invasive BP estimations that are comparable to ambulatory BP meters. The portability and unobtrusiveness of this device, as well as the ability to continuously measure BP could one day enable long-term ambulatory BP measurement for precision cardiovascular therapeutic regimens.


Subject(s)
Blood Pressure Determination , Photoplethysmography , Wearable Electronic Devices , Humans , Photoplethysmography/instrumentation , Photoplethysmography/methods , Female , Male , Adult , Middle Aged , Blood Pressure Determination/instrumentation , Blood Pressure Determination/methods , Blood Pressure , Young Adult , Equipment Design , Reproducibility of Results , Electrocardiography/instrumentation
12.
J Am Heart Assoc ; 13(13): e035504, 2024 Jul 02.
Article in English | MEDLINE | ID: mdl-38934858

ABSTRACT

BACKGROUND: A limited number of studies investigated the association between blood pressure variability (BPV) and cognitive impairment in patients with hypertension. This study aimed to identify the longitudinal association between BPV and cognitive decline and the role of blood pressure (BP) control in this association. METHODS AND RESULTS: Participants with hypertension from the HRS (Health and Retirement Study), the ELSA (English Longitudinal Study of Ageing), and the CHARLS (China Health and Retirement Longitudinal Study) were included. Variation independent of the mean (VIM) was adopted to measure BPV. Cognitive function was measured by standard questionnaires, and a standardized Z score was calculated. Linear mixed-model and restricted cubic splines were adopted to explore the association between BPV and cognitive decline. The study included 4853, 1616, and 1432 eligible patients with hypertension from the HRS, ELSA, and CHARLS, respectively. After adjusting for covariates, per-SD increment of VIM of BP was significantly associated with global cognitive function decline in Z scores in both systolic BP (pooled ß, -0.045 [95% CI, -0.065 to -0.029]) and diastolic BP (pooled ß, -0.022 [95% CI, -0.040 to -0.004]) among hypertensive patients. Similar inverse associations were observed in patients with hypertension taking antihypertensive drugs and in patients with hypertension with well-controlled BP. CONCLUSIONS: High BPV was independently associated with a faster cognitive decline among patients with hypertension, even those with antihypertensive medications or well-controlled BP. Further studies are needed to confirm our results and determine whether reducing BPV can prevent or delay cognitive decline.


Subject(s)
Blood Pressure , Cognitive Dysfunction , Hypertension , Humans , Hypertension/physiopathology , Hypertension/epidemiology , Hypertension/drug therapy , Hypertension/psychology , Female , Cognitive Dysfunction/epidemiology , Cognitive Dysfunction/physiopathology , Cognitive Dysfunction/etiology , Cognitive Dysfunction/diagnosis , Male , Middle Aged , Aged , Blood Pressure/physiology , Prospective Studies , China/epidemiology , Antihypertensive Agents/therapeutic use , Time Factors , Cognition , Risk Factors , Longitudinal Studies , Blood Pressure Determination/methods , Blood Pressure Determination/statistics & numerical data , United States/epidemiology
13.
J Am Heart Assoc ; 13(13): e034031, 2024 Jul 02.
Article in English | MEDLINE | ID: mdl-38934890

ABSTRACT

BACKGROUND: Postpartum hypertension is a risk factor for severe maternal morbidity; however, barriers exist for diagnosis and treatment. Remote blood pressure (BP) monitoring programs are an effective tool for monitoring BP and may mitigate maternal health disparities. We aimed to describe and evaluate engagement in a remote BP monitoring program on BP ascertainment during the first 6-weeks postpartum among a diverse patient population. METHODS AND RESULTS: A postpartum remote BP monitoring program, using cell-enabled technology and delivered in multiple languages, was implemented at a large safety-net hospital. Eligible patients are those with hypertensive disorders before or during pregnancy. We describe characteristics of patients enrolled from January 2021 to May 2022 and examine program engagement by patient characteristics. Linear regression models were used to calculate mean differences and 95% CIs between characteristics and engagement metrics. We describe the prevalence of patients with BP ≥140/or >90 mm Hg. Among 1033 patients, BP measures were taken an average of 15.2 days during the 6-weeks, with the last measurement around 1 month (mean: 30.9 days), and little variability across race or ethnicity. Younger maternal age (≤25 years) was associated with less frequent measures (mean difference, -4.3 days [95% CI: -6.1 to -2.4]), and grandmultiparity (≥4 births) was associated with shorter engagement (mean difference, -3.5 days [95% CI, -6.1 to -1.0]). Prevalence of patients with BP ≥140/or >90 mm Hg was 62.3%, with differences by race or ethnicity (Black: 72.9%; Hispanic: 52.4%; White: 56.0%). CONCLUSIONS: A cell-enabled postpartum remote BP monitoring program was successful in uniformly monitoring BP and capturing hypertension among a diverse, safety-net hospital population.


Subject(s)
Blood Pressure , Postpartum Period , Safety-net Providers , Humans , Female , Adult , Pregnancy , Blood Pressure/physiology , Blood Pressure Determination/methods , Hypertension, Pregnancy-Induced/diagnosis , Hypertension, Pregnancy-Induced/physiopathology , Hypertension, Pregnancy-Induced/epidemiology , Telemedicine , Hypertension/diagnosis , Hypertension/epidemiology , Hypertension/physiopathology , Young Adult
14.
J Clin Hypertens (Greenwich) ; 26(7): 747-756, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38884940

ABSTRACT

Central blood pressure confers cardiovascular risk prediction ability, but whether the association between central systolic blood pressure (cSBP) and cardiovascular endpoints is independent of peripheral systolic blood pressure (pSBP) remains controversial. This systematic review and meta-analysis aim to investigate the associations between cSBP and cardiovascular endpoints in models including and excluding pSBP, respectively. Observational studies assessing the risk of composite cardiovascular endpoints with baseline cSBP were searched in PubMed, Embase, Scopus, Web of Science, and Cochrane Library to May 31, 2022. Risk of bias was assessed by the Newcastle-Ottawa Quality Assessment Scale, and random-effects models were used to pool estimates. Finally, 48 200 participants from 19 studies with a mean age of 59.0 ± 6.9 years were included. Per 10 mmHg increase of cSBP was associated with higher risk of composite cardiovascular outcomes (risk ratio [RR]: 1.14 [95%CI 1.08-1.19]) and cardiovascular death (RR: 1.18 [95%CI 1.08-1.30]), and the associations still existed after adjusting for pSBP (RR: 1.13 [95%CI 1.05-1.21] for composite cardiovascular endpoints; RR: 1.25 [95%CI 1.09-1.43] for cardiovascular death). In pSBP-unadjusted studies, increased cSBP was also associated with higher risk of all-cause mortality and stroke, but not in the pSBP-adjusted studies. Both cSBP and pSBP were similarly significantly associated with composite cardiovascular endpoints in models containing them separately and simultaneously. cSBP was significantly associated with cardiovascular events, independently of pSBP. Central or peripheral SBP could supplement cardiovascular risk assessment besides each other.


Subject(s)
Blood Pressure , Cardiovascular Diseases , Hypertension , Humans , Blood Pressure/physiology , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/mortality , Cardiovascular Diseases/physiopathology , Middle Aged , Hypertension/epidemiology , Hypertension/physiopathology , Hypertension/diagnosis , Male , Female , Aged , Risk Factors , Systole/physiology , Blood Pressure Determination/methods , Blood Pressure Determination/statistics & numerical data
15.
J Clin Hypertens (Greenwich) ; 26(7): 825-831, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38884638

ABSTRACT

Knowledge of the status of real-world home blood pressure (BP) measurements is crucial for establishing policies promoting hypertension treatment through home BP monitoring. However, only a few studies have investigated the status of home BP measurements in real-world settings. This study investigated the practice of Korean patients in measuring BP at home. This study recruited participants aged ≥20 years who were taking antihypertensives and conducted a questionnaire-based survey on home BP measurements. Of 701 participants recruited between August 2018 and April 2020, 673 were included in the analysis. Of these, 359 (53.3%) possessed home BP measurement devices. The devices used by 184 (51.3%) participants were validated, 110 (30.6%) were nonvalidated, and 65 (18.1%) had an unknown validation status. Only 18 patients (5.0%) with home BP devices were aware of the validation tests for home BP measurement devices. Of the 673 participants, 278 (41.3%) measured BP at home (77.4% of the patients owned home BP measurement devices). Among them, at least 74 (26.6%) performed proper measurements (at least once a month, at least twice a day or twice at a time, after at least 1 minute of rest, with at least a 1-min interval between each measurement, and 30 min after drinking coffee, exercising, or smoking). In conclusion, our community-based survey in the nonpresentive Korean population revealed a low rate of home BP measurement, a high rate of using nonvalidated devices, and a high rate of inappropriate measurements, suggesting that more efforts toward patient education regarding home BP measurements are needed.


Subject(s)
Antihypertensive Agents , Blood Pressure Monitoring, Ambulatory , Hypertension , Humans , Hypertension/drug therapy , Hypertension/diagnosis , Hypertension/epidemiology , Hypertension/physiopathology , Male , Female , Republic of Korea/epidemiology , Middle Aged , Blood Pressure Monitoring, Ambulatory/methods , Blood Pressure Monitoring, Ambulatory/statistics & numerical data , Antihypertensive Agents/therapeutic use , Aged , Surveys and Questionnaires , Adult , Blood Pressure/physiology , Blood Pressure/drug effects , Blood Pressure Determination/methods , Blood Pressure Determination/statistics & numerical data
17.
JMIR Mhealth Uhealth ; 12: e54946, 2024 Jun 12.
Article in English | MEDLINE | ID: mdl-38889070

ABSTRACT

Background: Hypertension, a key modifiable risk factor for cardiovascular disease, is more prevalent among Black and low-income individuals. To address this health disparity, leveraging safety-net emergency departments for scalable mobile health (mHealth) interventions, specifically using text messaging for self-measured blood pressure (SMBP) monitoring, presents a promising strategy. This study investigates patterns of engagement, associated factors, and the impact of engagement on lowering blood pressure (BP) in an underserved population. Objective: We aimed to identify patterns of engagement with prompted SMBP monitoring with feedback, factors associated with engagement, and the association of engagement with lowered BP. Methods: This is a secondary analysis of data from Reach Out, an mHealth, factorial trial among 488 hypertensive patients recruited from a safety-net emergency department in Flint, Michigan. Reach Out participants were randomized to weekly or daily text message prompts to measure their BP and text in their responses. Engagement was defined as a BP response to the prompt. The k-means clustering algorithm and visualization were used to determine the pattern of SMBP engagement by SMBP prompt frequency-weekly or daily. BP was remotely measured at 12 months. For each prompt frequency group, logistic regression models were used to assess the univariate association of demographics, access to care, and comorbidities with high engagement. We then used linear mixed-effects models to explore the association between engagement and systolic BP at 12 months, estimated using average marginal effects. Results: For both SMBP prompt groups, the optimal number of engagement clusters was 2, which we defined as high and low engagement. Of the 241 weekly participants, 189 (78.4%) were low (response rate: mean 20%, SD 23.4) engagers, and 52 (21.6%) were high (response rate: mean 86%, SD 14.7) engagers. Of the 247 daily participants, 221 (89.5%) were low engagers (response rate: mean 9%, SD 12.2), and 26 (10.5%) were high (response rate: mean 67%, SD 8.7) engagers. Among weekly participants, those who were older (>65 years of age), attended some college (vs no college), married or lived with someone, had Medicare (vs Medicaid), were under the care of a primary care doctor, and took antihypertensive medication in the last 6 months had higher odds of high engagement. Participants who lacked transportation to appointments had lower odds of high engagement. In both prompt frequency groups, participants who were high engagers had a greater decline in BP compared to low engagers. Conclusions: Participants randomized to weekly SMBP monitoring prompts responded more frequently overall and were more likely to be classed as high engagers compared to participants who received daily prompts. High engagement was associated with a larger decrease in BP. New strategies to encourage engagement are needed for participants with lower access to care.


Subject(s)
Emergency Service, Hospital , Safety-net Providers , Telemedicine , Humans , Male , Female , Middle Aged , Telemedicine/statistics & numerical data , Telemedicine/standards , Emergency Service, Hospital/statistics & numerical data , Emergency Service, Hospital/organization & administration , Safety-net Providers/statistics & numerical data , Adult , Hypertension/therapy , Hypertension/psychology , Hypertension/epidemiology , Aged , Michigan/epidemiology , Text Messaging/instrumentation , Text Messaging/statistics & numerical data , Text Messaging/standards , Blood Pressure Determination/methods , Blood Pressure Determination/statistics & numerical data , Blood Pressure Determination/instrumentation
19.
Rev Med Liege ; 79(5-6): 394-399, 2024 Jun.
Article in French | MEDLINE | ID: mdl-38869129

ABSTRACT

The latest guidelines for the management of arterial hypertension, the silent killer, were published in summer 2023. They particularly emphasize again the quality of blood pressure measurement which ideally should always be automated using oscillometric device and an arm cuff already in the consulting room. They remind you how to manage the blood pressure of a patient whose hypertension has been confirmed, to stimulate drug compliance and to avoid therapeutic inertia. A holistic view of the patient with all his or her risk factors is always required. The general practitioner is the key player in the diagnosis, treatment and monitoring of the hypertensive patient whose therapeutic education has been as complete as possible with practice of self-measurement of blood pressure at home if possible. The goal is to normalize blood pressure within the first three months of treatment initiation and to reduce as much as possible the cardiovascular risk of the treated patient in the frame of preventive medicine.


Les dernières directives de prise en charge de l'hypertension artérielle, le tueur silencieux, ont été publiées à l'été 2023. Elles insistent particulièrement, à nouveau, sur la qualité de la mesure de la pression artérielle qui, idéalement, doit être automatisée toujours à l'aide d'un brassard et ce, déjà au cabinet de consultation. Elles rappellent comment gérer la pression artérielle d'un patient dont l'hypertension a bien été confirmée, comment stimuler l'adhérence au traitement et éviter l'inertie thérapeutique. Une vue globale du patient avec tous ses facteurs de risque est toujours de rigueur. Le médecin généraliste est l'acteur-clé du diagnostic, du traitement et du suivi du patient hypertendu dont l'éducation thérapeutique a été la plus complète possible avec pratique de l'automesure tensionnelle à domicile si possible. Le but est de normaliser la pression artérielle dans les trois premiers mois de la prise en charge et de réduire le plus possible le risque cardiovasculaire et rénal du patient traité dans le cadre d'une médecine préventive.


Subject(s)
Hypertension , Humans , Hypertension/therapy , Hypertension/diagnosis , Antihypertensive Agents/therapeutic use , Practice Guidelines as Topic , Blood Pressure Determination/methods
20.
Sensors (Basel) ; 24(11)2024 May 30.
Article in English | MEDLINE | ID: mdl-38894333

ABSTRACT

In recent years, hypertension has become one of the leading causes of illness and death worldwide. Changes in lifestyle among the population have led to an increasing prevalence of hypertension. This study proposes a non-contact blood pressure estimation method that allows patients to conveniently monitor their blood pressure values. By utilizing a webcam to track facial features and the region of interest (ROI) for obtaining forehead images, independent component analysis (ICA) is employed to eliminate artifact signals. Subsequently, physiological parameters are calculated using the principle of optical wave reflection. The Nelder-Mead (NM) simplex method is combined with the particle swarm optimization (PSO) algorithm to optimize the empirical parameters, thus enhancing computational efficiency and accurately determining the optimal solution for blood pressure estimation. The influences of light intensity and camera distance on the experimental results are also discussed. Furthermore, the measurement time is only 10 s. The superior accuracy and efficiency of the proposed methodology are demonstrated by comparing them with those in other published literature.


Subject(s)
Algorithms , Blood Pressure Determination , Blood Pressure , Humans , Blood Pressure/physiology , Blood Pressure Determination/methods , Hypertension/physiopathology , Hypertension/diagnosis , Signal Processing, Computer-Assisted
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