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. 2018 Jan 5;11:11–24. doi: 10.2147/IBPC.S128947

Masked hypertension and cardiovascular outcomes: an updated systematic review and meta-analysis

Mohan Palla 1, Hamidreza Saber 1, Sanjana Konda 1, Alexandros Briasoulis 2,
PMCID: PMC5759852  PMID: 29379316

Abstract

Background

As many as one-third of individuals with normal office blood pressure (BP) are diagnosed with masked hypertension (HTN) based on ambulatory BP measurements (ABPM). Masked HTN is associated with higher risk of sustained HTN (SH) and increased cardiovascular morbidity.

Methods

The present study was designed to systematically review cohort studies and assess the effects of masked HTN compared to normotension and SH on cardiovascular events and all-cause mortality. We systematically searched the electronic databases, such as MEDLINE, PubMed, Embase, and Cochrane for prospective cohort studies, which evaluated participants with office and ambulatory and/or home BP.

Results

We included nine studies with a total number of 14729 participants (11245 normotensives, 3484 participants with masked HTN, 1984 participants with white-coat HTN, and 5143 participants with SH) with a mean age of 58 years and follow-up of 9.5 years. Individuals with masked HTN had significantly increased rates of cardiovascular events and all-cause mortality than normotensives and white-coat HTN and had lower rates of cardiovascular events than those with SH (odds ratio 0.61, 95% confidence interval 0.42–0.89; P=0.010; I2=84%). Among patients on antihypertensive treatment, masked HTN was associated with higher rates of cardiovascular events than in those with normotension and white-coat HTN and similar rates of cardiovascular events in those with treated SH.

Conclusion

Prompt screening of high-risk individuals with home BP measurements and ABPM, the diagnosis of masked HTN, and the initiation of treatment, may mitigate the adverse cardiovascular effects of masked HTN.

Keywords: masked hypertension, cardiovascular outcomes, meta-analysis

Introduction

Prevalence rates of hypertension (HTN) in the US adult population have increased remarkably over the past two decades but appear to have remained unchanged over the past 10 years, according to data from the National Health and Nutrition Examination Survey (NHANES). HTN contributes to one out of every seven deaths in the US and to nearly half of all cardiovascular disease-related deaths, including stroke. Despite the success of drug therapy in treating HTN and reducing associated adverse cardiovascular effects, the percentage of patients achieving adequate blood pressure (BP) control worldwide remains unacceptably low. Recent data suggest an improvement in the treatment and control of HTN; however, ~48% of those treated are not at a BP goal of <140/90 mmHg in the US.1 These numbers are even higher among hypertensive patients in Europe.2 Importantly, about one-third of hypertensives whose BP levels appear well controlled according to clinic BP measurements have high BP outside the doctor’s office.3,4 The frequency of ambulatory HTN is even higher among patients with chronic kidney disease.5 This phenomenon is called masked HTN or isolated ambulatory HTN and is defined as clinic BP <140/90 mmHg and daytime ambulatory BP ≥135/85 mmHg. An analysis of Dallas Heart Study suggested that in a multiethnic US population, masked HTN was independently associated with increased aortic stiffness, renal injury, and incident cardiovascular events and its prevalence was 17.8%.6 Furthermore, a prospective analysis of the Jackson Heart study cohort of African Americans showed an incidence of masked HTN of 52% and an association with cardiovascular events but not all-cause mortality.7 Moreover, masked HTN was found to be associated with symptoms of end-organ damage such as left ventricular hypertrophy, increased pulse wave velocity, and carotid intima and media thickness.4

To further explore the outcomes of masked HTN both in treated and untreated groups of patient populations, we performed an updated meta-analysis.

Methods

Search strategy

Systematic electronic search was performed on MEDLINE (PubMed interface), Embase, and Cochrane Central Register of Controlled Trials (CENTRAL) with no language limitations. We used the MESH terms “masked hypertension” and “white coat hypertension”. Two reviewers (MP and AB) independently screened titles and abstracts based on inclusion and exclusion criteria. After eliminating irrelevant articles, full-text reports were reviewed. Subsequently, we hand searched all included studies until no further relevant studies were identified. Disagreements between the two reviewers were resolved by the third reviewer. Finally, a total of nine studies have been identified. The electronic search was last updated on September 20, 2017.

Study selection

We included randomized clinical trials, prospective and retrospective observational studies published as original articles in peer-reviewed scientific journals. The population studied was patients who were treated for masked HTN, white-coat HTN, normotension, or sustained HTN (SH). We excluded nonhuman studies, incorrect comparator studies, single-arm noncomparative studies, and review articles. We did not restrict eligibility based on study outcomes.

Data extraction and quality

The data were independently extracted by two authors (MP and AB) using standardized protocol and data extraction form. Disagreements were resolved by discussion with the third reviewer, and consensus was reached after discussion. We extracted data on outcome measures, study characteristics, such as study design, year of study, study population, sample size, and follow-up duration, and patient characteristics, such as baseline demographic and clinical characteristics.

Assessment of outcomes

Our primary outcome measure was composite cardiovascular events. Secondary outcome measures were all-cause mortality and stroke.

Risk of bias

Cochrane’s risk of bias tool has been used in order to assess the individual risk of bias of each study.1921 Two authors (MP and AB) independently assessed the risk of bias and quality of studies in each eligible trial. The criteria used for the risk of bias assessment were adequate sequence generation, allocation concealment, blinding of participants, research personnel and outcome assessors, personnel and outcome assessors, incomplete outcome data, and selective outcome reporting. Low-quality studies had two or more quality assessment criteria qualified as high or unclear risk of bias.

Data analysis, summary measures, and synthesis of results

Systematic review and meta-analysis were done in compliance with the Cochrane Collaboration and the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) Statement.1921 Meta-analyses were performed by using the Review Manager (RevMan) Version 5.3 (Nordic Cochrane Centre, The Cochrane Collaboration, 2012, Copenhagen, Denmark). Chi-square test of heterogeneity and I2 statistic of inconsistency were used to assess the heterogeneity between studies. I2 values of 25, 50, and 75% were considered as low, moderate, and high heterogeneities, respectively.22 A significant heterogeneity was considered if P<0.05 or I2 statistics >25%. Pooled effect of intervention was measured using odds ratio (OR) or standardized mean difference (SMD) with 95% confidence interval (CI). Mantel–Haenszel fixed-effects model was used to estimate the pooled effect measure if the heterogeneity is <25%. In case of significant heterogeneity between studies, DerSimonian and Laird23 random-effects model was used. Reported values are two tailed, and hypothesis testing results were considered statistically significant at P<0.05. Sensitivity analyses were performed by eliminating each study at a time to assess the influence of any included study on the results and the robustness of results. Significant heterogeneity between the studies was further explored using subgroup analyses. The small study effect, including publication bias, was tested using the visual estimation of funnel plot for asymmetry and Egger’s regression test.24,25 If visual asymmetry funnel plot was found, then nonparametric trim and fill method of Duvall and Tweedie was performed to add studies that appeared to be missing.26

Results

Study characteristics

Electronic search of scientific literature identified 1553 articles. After deduplication, screening of titles and abstracts, and full-text review based on inclusion and exclusion criteria, nine studies were identified and included in the meta-analysis.6,7,16,2732 The characteristics of each study are shown in Table 1.

Table 1.

Study characteristics

Study Study design Sample size
Mean follow-up (years)
Masked HTN Normotension White-coat HTN Sustained HTN
Björklund et al (2003)27 Prospective observational study 82 188 308 5.9
Fagard et al (2005)28 Prospective observational study 31 136 87 105 10.9
Mancia et al (2006)29 Prospective observational study 184 909 242 528 12.3
Hansen et al (2006)30 Prospective observational study 211 859 159 471 12.8
Pierdomenico et al (2008)31 Prospective observational study 120 471 6.6
Stergiou et al (2014)16 Prospective observational study 636 3312 925 1585 8.3
Asayama et al (2014)32 Prospective observational study 1612 4176 515 1934 11.1
Booth et al (2016)7 Prospective observational study 385 353 8.5
Tientcheu et al (2017)6 Prospective observational study 256 865 56 212 9.5

Abbreviation: HTN, hypertension.

Patient characteristics

A total number of 14729 participants (11245 normotensives, 3484 participants with masked HTN, 1984 participants with white-coat HTN, and 5143 participants with SH) were included in the meta-analysis. The mean age of the study population was 58 years. Other baseline demographics and clinical characteristics are shown in Table 2. The mean follow-up duration was 9.5 years. Clinic and ambulatory mean BP measurements are shown in Table 3.

Table 2.

Baseline clinical characteristics

Study Age (mean, years)
Males (%)
BMI (mean, kg/m2)
Smokers (%)
DM (%)
Masked HTN Normo-tension White-coat HTN Sustained HTN Masked HTN Normo-tension White-coat HTN Sustained HTN Masked HTN Normo-tension White-coat HTN Sustained HTN Masked HTN Normo-tension White-coat HTN Sustained HTN Masked HTN Normo-tension White-coat HTN Sustained HTN
Björklund et al27 70 70 70 100 100 100 26 25 26 22 21 22 5 6 15
Fagard et al28 68 69 70 72 55 48 28 35 28 27 27 28 29 26 8 12 0 4 10 12
Mancia et al29 53 44 52 60 68 43 53 58 26 24 27 28 42 27 24 21
Hansen et al30 55 53 60 60 63 45 41 63 26 24 26 27 52 50 22 38 3 1 1 4
Pierdomenico et al31 50 50 57 44 26 26 30 19
Stergiou et al16 65 60 62 66 54 37 43 46 26 24 25 27 26 17 15 18 16 8 10 13
Asayama et al32 53 46 59 61 63 45 54 67 26 24 26 27 37 31 19 27 7 4 8 9
Booth et al7 60 57 37 21 31 31 12 7 31 17
Tientcheu et al6 47 40 49 50 47 44 42 46 31 28 31 32 30 26 27 32 17 7 21 21

Abbreviations: BMI, body mass index; DM, diabetes mellitus; HTN, hypertension.

Table 3.

Clinic and ambulatory blood pressure measurements

Study Clinic BP (mmHg)
Ambulatory BP (mmHg)
Normal ambulatory BP
Masked HTN Normotension White-coat HTN Sustained HTN Masked HTN Normotension White-coat HTN Sustained HTN
Björklund et al27 129/77 126/76 155/87 145/80 (daytime) 124/73 (daytime) 151/84 (daytime) Daytime <135/85
115/64 (nighttime) 106/62 (nighttime) 127/69 (nighttime)
Fagard et al28 128/75 123/72 154/80 163/83 140/84 (daytime) 120/73 (daytime) 126/72 (daytime) 145/83 (daytime) Daytime <135/85
Mancia et al29 126/81 118/77 140/90 157/94 134/84 111/70 120/75 146/86 Home <135/83
Hansen et al30 126/82 117/77 144/90 148/92 139/84 (daytime) 123/74 (daytime) 129/77 (daytime) 112/63 145/87 (daytime) Daytime <135/85
115/67 (nighttime) 106/60 (nighttime) (nighttime) 124/73 125/71 (nighttime)
133/79 (24 hours) 118/70 (24 hours) (24 hours) 139/82 (24 hours)
Pierdomenico et al31 133/82 129/80 135/85 (daytime) 124/77 (daytime) Daytime <135/85
118/71 (nighttime) 110/65 (nighttime)
130/81 (24 hours) 120/74 (24 hours)
Stergiou et al16 128/76 122/73 149/86 157/89 142/84 118/71 124/75 149/85 24 hours <135/85
Asayama et al32 126/79 117/73 148/86 157/92 139/85 (daytime) 121/74 (daytime) 128/77 (daytime) 110/63 147/87 (daytime) Daytime <135/85
121/70 (nighttime) 104/60 (nighttime) (nighttime) 121/72 128/73 (nighttime) nighttime <120/70
133/80 (24 hours) 115/69 (24 hours) (24 hours) 141/83 (24 hours) 24 hours <130/80
Booth et al7 123/75 117/74 134/80 (daytime) 119/72 (daytime) Daytime <135/85
127/72 (nighttime) 107/61 (nighttime) nighttime <120/70
131/77 (24 hours) 114/68 (24 hours) 24 hours <130/80
Tientcheu et al6 141/87 117/74 123/76 154/92 127/79 118/74 146/88 153/91 24 hours <135/85

Abbreviations: BP, blood pressure; HTN, hypertension.

Masked HTN versus normotension

Composite cardiovascular events

Composite cardiovascular events occurred in 12.3% of patients with masked HTN and 5.1% of patients with normotension. The frequency of cardiovascular events was significantly higher in patients with masked HTN (OR 2.91, 95% CI 2.54–3.33; P<0.00001; I2=17%, Figure 1A). No significant heterogeneity was seen among studies.

Figure 1.

Figure 1

Masked HTN versus normotension – whole cohort.

Notes: (A) Composite cardiovascular events. (B) All-cause mortality.

Abbreviations: CI, confidence interval; HTN, hypertension; M–H, Mantel–Haenszel.

All-cause mortality

All-cause death occurred in 15.8% of patients with masked HTN and 7.8% of patients with normotension. The risk of all-cause mortality was significantly higher in patients with masked HTN (OR 2.65, 95% CI 2.18–3.23; P<0.00001; I2=0%, Figure 1B) without significant heterogeneity among studies.

Masked HTN versus white-coat HTN

Composite cardiovascular events

Composite cardiovascular events were encountered in 12.8% of patients with masked HTN and 10.8% of patients with white-coat HTN, and the risk of cardiovascular events was significantly higher in patients with masked HTN (OR 1.38, 95% CI 1.04–1.83; P=0.02; I2=41%, Figure 2A) with significant heterogeneity among studies.

Figure 2.

Figure 2

Masked HTN versus white-coat HTN – whole cohort.

Notes: (A) Composite cardiovascular events. (B) All-cause mortality.

Abbreviations: CI, confidence interval; HTN, hypertension; M–H, Mantel–Haenszel.

All-cause mortality

The rates of all-cause mortality were significantly elevated in patients with masked HTN (OR 1.71, 95% CI 1.34–2.19; P<0.0001; I2=0%, Figure 2B) without significant heterogeneity among studies.

Masked HTN versus SH

Composite cardiovascular events

Composite cardiovascular events occurred in 12.7% of patients with masked HTN and 19.3% of patients with SH. We found significantly lower risk of cardiovascular events in patients with masked HTN compared with patients with SH (OR 0.61, 95% CI 0.42–0.89; P=0.010; I2=84%, Figure 3A). However, significant heterogeneity was presented among the included studies.

Figure 3.

Figure 3

Masked HTN versus sustained HTN – whole cohort.

Notes: (A) Composite cardiovascular events. (B) All-cause mortality.

Abbreviations: CI, confidence interval; HTN, hypertension; M–H, Mantel–Haenszel.

All-cause mortality

We did not identify significant differences in the all-cause mortality rates between patients with masked and SH (OR 1.00, 95% CI 0.44–2.26; P=1.0; I2=90%, Figure 3B). Significant heterogeneity was found among the included studies.

Patients without treatment

Masked HTN versus normotension – untreated patients

Composite cardiovascular events

We observed significantly higher rates of cardiovascular events in patients with masked HTN (OR 3.10, 95% CI 2.50–3.83; P<0.00001; I2=4%, Figure 4A) without significant heterogeneity among studies.

Figure 4.

Figure 4

Masked HTN versus normotension – untreated.

Notes: (A) Composite cardiovascular events. (B) All-cause mortality.

Abbreviations: CI, confidence interval; HTN, hypertension; M–H, Mantel–Haenszel.

All-cause mortality

All-cause death occurred in 10.3% of patients with masked HTN and 3.5% of patients with normotension. The risk of all-cause mortality was significantly higher in patients with masked HTN (OR 3.12, 95% CI 2.24–4.35; P<0.00001; I2=28%, Figure 4B) without significant heterogeneity among studies.

Masked HTN versus white-coat HTN – untreated patients

Composite cardiovascular events

Composite cardiovascular events occurred in 11.9% of patients with masked HTN and 9.6% of patients with white-coat HTN with significantly higher risk of cardiovascular events in patients with masked HTN (OR 1.33, 95% CI 1.01–1.75; P=0.04; I2 = 3%, Figure 5A) without significant heterogeneity among studies.

Figure 5.

Figure 5

Masked HTN versus white-coat HTN – untreated.

Notes: (A) Composite cardiovascular events. (B) All-cause mortality.

Abbreviations: CI, confidence interval; HTN, hypertension; M–H, Mantel–Haenszel.

All-cause mortality

All-cause mortality occurred in 10.7% of patients with masked HTN and 8.5% of patients with white-coat HTN. The risk of all-cause mortality was nonsignificantly higher in patients with masked HTN (OR 1.62, 95% CI 1.01–2.60; P=0.05; I2=41%, Figure 5B).

Masked HTN versus SH – untreated patients

Composite cardiovascular events

Composite cardiovascular events were reported in 11.9% of patients with masked HTN and 16.7% of patients with SH. The risk of cardiovascular events was significantly lower in patients with masked HTN compared with patients with SH (OR 0.68, 95% CI 0.53–0.86; P=0.001; I2=20%, Figure 6A) without significant heterogeneity among studies.

Figure 6.

Figure 6

Masked HTN versus sustained HTN – untreated.

Notes: (A) Composite cardiovascular events. (B) All-cause mortality.

Abbreviations: CI, confidence interval; HTN, hypertension; M–H, Mantel–Haenszel.

All-cause mortality

All-cause mortality occurred in 10.7% of patients with masked HTN and 12.6% of patients with SH. No significant difference was found in the all-cause mortality rates between patients with masked and SH (OR 0.88, 95% CI 0.33–2.37; P=0.80; I2=89%, Figure 6B).

Patients on treatment

Masked HTN versus normotension – treated patients

Composite cardiovascular events

Composite cardiovascular events were found in 27.9% of patients with masked HTN and 15.5% of patients with normotension with significantly higher rates of cardiovascular events in patients with masked HTN (OR 2.03, 95% CI 1.52–2.72; P<0.00001; I2=0%, Figure 7A). No significant heterogeneity was observed between the studies.

Figure 7.

Figure 7

Masked HTN versus normotension – treated.

Notes: (A) Composite cardiovascular events. (B) All-cause mortality.

Abbreviations: CI, confidence interval; HTN, hypertension; M–H, Mantel–Haenszel.

All-cause mortality

All-cause mortality occurred in 15.2% of patients with masked HTN and 10.4% of patients with normotension. The risk of all-cause mortality was significantly higher in patients with masked HTN (OR 1.44, 95% CI 1.03–2.01; P=0.03; I2=0%, Figure 7B) without significant heterogeneity among studies.

Masked HTN versus white-coat HTN – treated patients

Composite cardiovascular events

Composite cardiovascular events were reported in 27.9% of patients with masked HTN and 19.4% of patients with white-coat HTN with significantly higher risk of cardiovascular events in patients with masked HTN (OR 1.64, 95% CI 1.20–2.25; P=0.002; I2=0%, Figure 8A). No significant heterogeneity was found between the studies.

Figure 8.

Figure 8

Masked HTN versus white-coat HTN – treated.

Notes: (A) Composite cardiovascular events. (B) All-cause mortality.

Abbreviations: CI, confidence interval; HTN, hypertension; M–H, Mantel–Haenszel.

All-cause mortality

All-cause mortality occurred in 21.0% of patients with masked HTN and 17.3% of patients with white-coat HTN. No significant difference was found in the rates of all-cause mortality between the patients with masked and white-coat HTN (OR 1.03, 95% CI 0.55–1.90; P=0.94; I2=39%, Figure 8B).

Masked HTN versus SH – treated patients

Composite cardiovascular events

We did not find significant differences in the risk of cardiovascular events between patients with masked and SH (OR 1.08, 95% CI 0.71–1.65; P=0.72; I2=45%, Figure 9A) with significant heterogeneity among studies.

Figure 9.

Figure 9

Masked HTN versus sustained HTN – treated.

Notes: (A) Composite cardiovascular events. (B) All-cause mortality.

Abbreviations: CI, confidence interval; HTN, hypertension; M–H, Mantel–Haenszel.

All-cause mortality

All-cause death occurred in 21.0% of patients with masked HTN and 17.1% of patients with SH without significant differences in the risk of all-cause mortality between the patients with masked and SH (OR 0.92, 95% CI 0.26–3.22; P=0.90; I2=85%, Figure 9B). Significant heterogeneity was observed between studies.

Assessment of risk of bias

Cochrane’s risk of bias tool suggested low-to-moderate risk of bias in all studies. Assessment of individual components of Cochrane’s risk of bias tool in all trials showed low risk of bias in case of sequence generation, blinding of outcome assessment, incomplete outcome data, and selective outcome reporting.

Discussion

The salient findings of our meta-analysis can be summarized as follows: 1) the composite cardiovascular events and all-cause mortality were significantly higher in patients with masked HTN compared with patients with normotension and white-coat HTN; 2) composite cardiovascular events were significantly lower in patients with masked HTN compared with patients with SH; however, no significant difference was seen in all-cause mortality between the two groups; 3) similar results were observed in the sub-group analysis of patients who are untreated; and 4) in the sub-group of patients who received antihypertensive treatment, no significant difference was observed in composite cardiovascular events and all-cause mortality between the patients with masked and SH. Among treated patients, masked HTN was associated with higher rates of cardiovascular events compared with normotension and white-coat HTN.

Early identification and diagnosis of masked HTN with 24-hour ambulatory BP measurements (ABPM) and home BP measurements (HBPM) are important. Although HMBP lacks night-time measurement and may misclassify some masked HTN patients as normotensives, ABPM may have limited tolerability, affordability, and availability particularly in the US. Despite the limited sensitivity and specificity of HBPM in diagnosis of masked HTN,8 there is available evidence from the Finn-Home study that HBPM is superior to office BP in predicting cardiovascular risk and that HBPM should be used to screen for masked HTN in prehypertensive patients according to office BP.9 Therefore, a diagnosis of masked HTN can be based on HBPM and should be confirmed by ABPM before initiation of antihypertensive therapy.

Population cohort studies have suggested that among patients with masked HTN, one-third progresses to SH and one-third regresses to normotension in 5 years.10 Delayed diagnosis of masked HTN is related to high prevalence of hypertensive target organ damage in both treated and untreated patients with masked HTN.4 Work- and home-related stress, smoking, age, sedentary lifestyle, and sleep disturbances have been identified as risk factors for masked HTN.1114 It is suggested that masked HTN can be classified into masked daytime HTN and masked nocturnal HTN.15 Based on findings from the Jackson Heart study in blacks, nocturnal masked HTN is more frequent with the prevalence of 48.2 versus 28.2% prevalence of day-time masked HTN. The International Database of Home Blood Pressure in Relation to Cardiovascular Outcomes (IDHOCO) study demonstrated that masked HTN is more prevalent in treated hypertensive patients than in untreated individuals as anti-hypertensive treatment results in greater disproportional reduction of office BP than ABPM.16,17 Noncompliance with medication, except just prior to office visits and morning peak levels of medications that coincide with office visits, may explain these observations. As emphasized in the International Database on Ambulatory Blood Pressure in Relation to Cardiovascular Outcomes (IDACO) study, antihypertensive treatment leads to a transformational change from SH to masked uncontrolled HTN and finally to sustained normotension. However, the risk of converted normotensives remains higher than that of normotensive individuals.18

Our findings are consistent with prior population-based studies such as the Dallas Heart Study and the Jackson Heart Study, which showed increased incidence of cardiovascular events in patients with masked HTN compared to patients with normotension, suggesting the malignant nature of masked HTN.6,7 Pooled analysis of 12 different populations from IDACO performed by Asayama et al32 showed similar findings. In contrast to the Jackson Heart Study, we found a significant increase in all-cause mortality in patients with masked HTN compared to patients with normotension. However, the Jackson Heart Study had small sample size with predominantly African American population.7 Our findings are consistent with large multiple population-based study performed by Stergiou et al,16 further potentiating the nature of masked HTN. Prior studies showed inconsistent results in cardiovascular outcomes between the patients with masked HTN and white-coat HTN.16,32 We found significant increase in composite cardiovascular events and all-cause mortality in patients with masked HTN compared to patients with white-coat HTN, which is similar to the study reported by Stergiou et al.16

Prevalence of masked HTN was found to be significantly high. Patients with masked HTN were 18% of population sample in the Dallas Heart Study.6 Similar results were seen in the pooled analysis of IDACO performed by Asayama et al.32 The Jackson Heart Study showed even higher prevalence patients with masked HTN.7 Furthermore, >50% of these patient populations were untreated.6,7 The increased incidence of cardiovascular events and mortality in patients with masked HTN compared to patients with white-coat HTN are most likely due to the fact that the significant number of masked HTN patients being untreated. Subgroup analysis of patients treated with antihypertensives showed no significant difference in morality between the patients with masked HTN and white-coat HTN, suggesting that the patients with masked HTN who are successfully treated will have better outcomes. However, the cardiovascular events and mortality continued to be significantly high in patients with masked HTN compared to patients with normotension.

Based on current results, treating patients with masked HTN might prevent cardiovascular events and decrease the mortality. The two important issues to be addressed before treating the patients with masked HTN are how to diagnose masked HTN and what should be the target BP. Diagnosis can be made by ambulatory or home BP monitoring both in untreated and treated patients.33 However, identifying the patients to be screened is a more difficult task in untreated patients with masked HTN compared to treated patients with masked uncontrolled HTN. The main obstacle is diagnosing masked HTN in untreated population with normal office BP. ABPM and HBPM should have a complimentary role in the diagnosis and management of masked HTN. Patients with pre-HTN according to office BP, at high risk (diabetes, obstructive sleep apnea, and smoking), or evidence of target organ damage (chronic kidney disease and left ventricular hypertrophy) and normal office BP should be screened with HBPM.3335 Nighttime and daytime BP recordings with ABPM may better define cardiovascular risk and guide treatment, as it prevents incomplete treatment of uncontrolled masked HTN.

Treating patients with masked HTN showed significant reductions in systolic BP; however, no significant difference was seen in end organ effects such as left ventricular mass index.36 Furthermore, there are no studies addressing the effect of treating masked HTN on clinic outcomes. Aggressive risk factors’ modification such as obesity, diabetes, and sleep apnea would be an important step in preventing the adverse effects associated with masked HTN.33 Although HBPM rather than office BP measurements are more effective in guiding adjustments of antihypertensive medications to goal daytime BP, ~25% of patients will be undertreated with this strategy due to the persistence of nocturnal HTN. Therefore, after reaching the daytime BP goal with HBPM, ABPM can establish whether escalation of antihypertensive treatment is required for the treatment of masked uncontrolled nocturnal HTN.

Limitations

There are some limitations to the interpretation of our data analysis. First, publication bias may still exist despite our best efforts to conduct a comprehensive search and despite the lack of statistical evidence for the existence of bias. Second, any meta-analysis based on the pooling of data from different cohorts with different inclusion criteria, different designs and populations, variable follow-up duration with differing attrition rates, and not being unified in definition and validation of endpoints in individual trials presents challenges. Moreover, our main endpoint, CVD events, was defined differently in most of the studies. Finally, the fact that some studies used ABPM and others used HBPM to define masked HTN may also increase the heterogeneity and affect the validity of the study.

The findings of our meta-analysis are in accordance with the findings of previous meta-analyses.37,38 Compared with previous works, our study is more comprehensive as it included slightly higher number of studies and analyzed not only cardiovascular events but also all-cause mortality as endpoints.

Conclusion

In this large meta-analysis of 14729 patients, the cardiovascular morbidity and mortality associated with masked HTN is higher than normotension and white-coat HTN but significantly lower than SH. Among treated patients, masked HTN and SH were associated with similar rates of cardiovascular events and mortality. Future studies should focus on the benefit of early screening and identification of patients with masked HTN and also evaluate BP treatment goals for these patients based on HBPM and ABPM.

Footnotes

Author contributions

All authors contributed toward data analysis, drafting and critically revising the paper, gave final approval of the version to be published, and agree to be accountable for all aspects of the work.

Disclosure

The authors report no conflicts of interest in this work.

References

  • 1.Egan BM, Zhao Y, Axon RN. US trends in prevalence, awareness, treatment, and control of hypertension, 1988–2008. JAMA. 2010;303(20):2043–2050. doi: 10.1001/jama.2010.650. [DOI] [PubMed] [Google Scholar]
  • 2.Wolf-Maier K, Cooper RS, Kramer H, et al. Hypertension treatment and control in five European countries, Canada, and the United States. Hypertension. 2004;43(1):10–17. doi: 10.1161/01.HYP.0000103630.72812.10. [DOI] [PubMed] [Google Scholar]
  • 3.Mallion JM, Clerson P, Bobrie G, Genes N, Vaisse B, Chatellier G. Predictive factors for masked hypertension within a population of controlled hypertensives. J Hypertens. 2006;24(12):2365–2370. doi: 10.1097/01.hjh.0000251895.55249.82. [DOI] [PubMed] [Google Scholar]
  • 4.Hänninen MR, Niiranen TJ, Puukka PJ, Kesäniemi YA, Kähönen M, Jula AM. Target organ damage and masked hypertension in the general population: the Finn-Home study. J Hypertens. 2013;31(6):1136–1143. doi: 10.1097/HJH.0b013e32835fa5dc. [DOI] [PubMed] [Google Scholar]
  • 5.Drawz PE, Alper AB, Anderson AH, et al. Chronic Renal Insufficiency Cohort Study Investigators Masked hypertension and elevated nighttime blood pressure in CKD: prevalence and association with target organ damage. Clin J Am Soc Nephrol. 2016;11(4):642–652. doi: 10.2215/CJN.08530815. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Tientcheu D, Ayers C, Das SR, et al. Target organ complications and cardiovascular events associated with masked hypertension and white-coat hypertension: analysis from the Dallas Heart Study. J Am Coll Cardiol. 2015;66(20):2159–2169. doi: 10.1016/j.jacc.2015.09.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Booth JN, 3rd, Diaz KM, Seals SR, et al. Masked hypertension and cardiovascular disease events in a prospective cohort of blacks: the Jackson Heart Study. Hypertension. 2016;68(2):501–510. doi: 10.1161/HYPERTENSIONAHA.116.07553. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Viera AJ, Hinderliter AL, Kshirsagar AV, Fine J, Dominik R. Reproducibility of masked hypertension in adults with untreated borderline office blood pressure: comparison of ambulatory and home monitoring. Am J Hypertens. 2010;23(11):1190–1197. doi: 10.1038/ajh.2010.158. [DOI] [PubMed] [Google Scholar]
  • 9.Niiranen TJ, Hänninen MR, Johansson J, Reunanen A, Jula AM. Home-measured blood pressure is a stronger predictor of cardiovascular risk than office blood pressure: the Finn-Home study. Hypertension. 2010;55(6):1346–1351. doi: 10.1161/HYPERTENSIONAHA.109.149336. [DOI] [PubMed] [Google Scholar]
  • 10.Trudel X, Milot A, Brisson C. Persistence and progression of masked hyper-tension: a 5-year prospective study. Int J Hypertens. 2013;2013:836387. doi: 10.1155/2013/836387. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Landsbergis PA, Dobson M, Koutsouras G, Schnall P. Job strain and ambulatory blood pressure: a meta-analysis and systematic review. Am J Public Health. 2013;103(3):e61–e71. doi: 10.2105/AJPH.2012.301153. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Ohkubo T, Kikuya M, Metoki H, et al. Prognosis of “masked” hypertension and “white-coat” hypertension detected by 24-h ambulatory blood pressure monitoring 10-year follow-up from the Ohasama study. J Am Coll Cardiol. 2005;46(3):508–515. doi: 10.1016/j.jacc.2005.03.070. [DOI] [PubMed] [Google Scholar]
  • 13.Cacciolati C, Tzourio C, Hanon O. Blood pressure variability in elderly persons with white-coat and masked hypertension compared to those with normotension and sustained hypertension. Am J Hypertens. 2013;26(3):367–372. doi: 10.1093/ajh/hps054. [DOI] [PubMed] [Google Scholar]
  • 14.Mezick EJ, Hall M, Matthews KA. Sleep duration and ambulatory blood pressure in black and white adolescents. Hypertension. 2012;59(3):747–752. doi: 10.1161/HYPERTENSIONAHA.111.184770. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Yano Y, Bakris GL. Recognition and management of masked hypertension: a review and novel approach. J Am Soc Hypertens. 2013;7(3):244–252. doi: 10.1016/j.jash.2013.02.002. [DOI] [PubMed] [Google Scholar]
  • 16.Stergiou GS, Asayama K, Thijs L, et al. International Database on HOme blood pressure in relation to Cardiovascular Outcome (IDHOCO) Investigators Prognosis of white-coat and masked hypertension: international database of home blood pressure in relation to cardiovascular outcome. Hypertension. 2014;63(4):675–682. doi: 10.1161/HYPERTENSIONAHA.113.02741. [DOI] [PubMed] [Google Scholar]
  • 17.Schmieder RE, Schmidt ST, Riemer T, et al. Disproportional decrease in office blood pressure compared with 24-hour ambulatory blood pressure with antihypertensive treatment: dependency on pretreatment blood pressure levels. Hypertension. 2014;64(5):1067–1072. doi: 10.1161/HYPERTENSIONAHA.113.03140. [DOI] [PubMed] [Google Scholar]
  • 18.Franklin SS, Thijs L, Li Y, et al. International Database on Ambulatory blood pressure in Relation to Cardiovascular Outcomes Investigators Masked hypertension in diabetes mellitus: treatment implications for clinical practice. Hypertension. 2013;61(5):964–971. doi: 10.1161/HYPERTENSIONAHA.111.00289. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Higgins JP, Altman DG, Gøtzsche PC, et al. Cochrane Bias Methods Group. Cochrane Statistical Methods Group The cochrane collaboration’s tool for assessing risk of bias in randomised trials. BMJ. 2011;343:d5928. doi: 10.1136/bmj.d5928. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Higgins J, Green S. Cochrane Handbook for Systematic Reviews of Interventions Version 5.1.0. The Cochrane Collaboration; 2011. [Accessed November 28, 2017]. Available from: www.cochrane-handbook.org. [Google Scholar]
  • 21.Moher D, Shamseer L, Clarke M, et al. PRISMA-P Group Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement. Syst Rev. 2015;4:1. doi: 10.1186/2046-4053-4-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Higgins JP, Thompson SG, Deeks JJ, Altman DG. Measuring inconsistency in meta-analyses. BMJ. 2003;327(7414):557–560. doi: 10.1136/bmj.327.7414.557. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.DerSimonian R, Laird N. Meta-analysis in clinical trials. Control Clin Trials. 1986;7(3):177–188. doi: 10.1016/0197-2456(86)90046-2. [DOI] [PubMed] [Google Scholar]
  • 24.Sterne JA, Egger M, Smith GD. Systematic reviews in health care: investigating and dealing with publication and other biases in meta-analysis. BMJ. 2001;323(7304):101–105. doi: 10.1136/bmj.323.7304.101. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Egger M, Davey Smith G, Schneider M, Minder C. Bias in meta-analysis detected by a simple, graphical test. BMJ. 1997;315(7109):629–634. doi: 10.1136/bmj.315.7109.629. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Duval S, Tweedie R. Trim and fill: a simple funnel-plot-based method of testing and adjusting for publication bias in meta-analysis. Biometrics. 2000;56(2):455–463. doi: 10.1111/j.0006-341x.2000.00455.x. [DOI] [PubMed] [Google Scholar]
  • 27.Björklund K, Lind L, Zethelius B, Andrén B, Lithell H. Isolated ambulatory hypertension predicts cardiovascular morbidity in elderly men. Circulation. 2003;107(9):1297–1302. doi: 10.1161/01.cir.0000054622.45012.12. [DOI] [PubMed] [Google Scholar]
  • 28.Fagard RH, Van Den Broeke C, De Cort P. Prognostic significance of blood pressure measured in the office, at home and during ambulatory monitoring in older patients in general practice. J Hum Hypertens. 2005;19(10):801–807. doi: 10.1038/sj.jhh.1001903. [DOI] [PubMed] [Google Scholar]
  • 29.Mancia G, Facchetti R, Bombelli M, Grassi G, Sega R. Long-term risk of mortality associated with selective and combined elevation in office, home, and ambulatory blood pressure. Hypertension. 2006;47(5):846–853. doi: 10.1161/01.HYP.0000215363.69793.bb. [DOI] [PubMed] [Google Scholar]
  • 30.Hansen TW, Jeppesen J, Rasmussen S, Ibsen H, Torp-Pedersen C. Ambulatory blood pressure monitoring and risk of cardiovascular disease: a population based study. Am J Hypertens. 2006;19(3):243–250. doi: 10.1016/j.amjhyper.2005.09.018. [DOI] [PubMed] [Google Scholar]
  • 31.Pierdomenico SD, Pannarale G, Rabbia F, et al. Prognostic relevance of masked hypertension in subjects with prehypertension. Am J Hypertens. 2008;21(8):879–883. doi: 10.1038/ajh.2008.196. [DOI] [PubMed] [Google Scholar]
  • 32.Asayama K, Thijs L, Li Y, et al. International Database on Ambulatory Blood Pressure in Relation to Cardiovascular Outcomes (IDACO) Investigators Setting thresholds to varying blood pressure monitoring intervals differentially affects risk estimates associated with white-coat and masked hypertension in the population. Hypertension. 2014;64(5):935–942. doi: 10.1161/HYPERTENSIONAHA.114.03614. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Peacock J, Diaz KM, Viera AJ, Schwartz JE, Shimbo D. Unmasking masked hypertension: prevalence, clinical implications, diagnosis, correlates and future directions. J Hum Hypertens. 2014;28(9):521–528. doi: 10.1038/jhh.2014.9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Shimbo D, Newman JD, Schwartz JE. Masked hypertension and prehypertension: diagnostic overlap and interrelationships with left ventricular mass: the Masked Hypertension Study. Am J Hypertens. 2012;25(6):664–671. doi: 10.1038/ajh.2012.15. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Hänninen MR, Niiranen TJ, Puukka PJ, Mattila AK, Jula AM. Determinants of masked hypertension in the general population: the Finn-Home study. J Hypertens. 2011;29(10):1880–1888. doi: 10.1097/HJH.0b013e32834a98ba. [DOI] [PubMed] [Google Scholar]
  • 36.Hare JL, Sharman JE, Leano R, Jenkins C, Wright L, Marwick TH. Impact of spironolactone on vascular, myocardial, and functional parameters in untreated patients with a hypertensive response to exercise. Am J Hypertens. 2013;26(5):691–699. doi: 10.1093/ajh/hpt008. [DOI] [PubMed] [Google Scholar]
  • 37.Fagard RH, Cornelissen VA. Incidence of cardiovascular events in white-coat, masked and sustained hypertension versus true normotension: a meta-analysis. J Hypertens. 2007;25(11):2193–2198. doi: 10.1097/HJH.0b013e3282ef6185. [DOI] [PubMed] [Google Scholar]
  • 38.Pierdomenico SD, Cuccurullo F. Prognostic value of white-coat and masked hypertension diagnosed by ambulatory monitoring in initially untreated subjects: an updated meta-analysis. Am J Hypertens. 2011;24(1):52–58. doi: 10.1038/ajh.2010.203. [DOI] [PubMed] [Google Scholar]

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