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How does exercise treatment compare with antihypertensive medications? A network meta-analysis of 391 randomised controlled trials assessing exercise and medication effects on systolic blood pressure
 
 
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"Comparative effects on SBP among hypertensive populations (≥140 mmHg)
 
Compared with control, exercise reduced SBP by 8.96 mmHg (95% CrI -10.27 to -7.64) among hypertensive populations (≥140 mmHg) (figure 5a). We did not observe a difference between the SBP-lowering effects of medications and exercise (0.18, 95% CrI -1.35 to 1.68).
 
SBP was reduced (compared with control) by endurance (-8.69, 95% CrI -10.13 to -7.25), dynamic resistance (-7.23, 95% CrI -10.58 to -3.87) and their combination (-13.51, 95% CrI -16.55 to -10.45), while the 95% CrI included the null for isometric resistance (-4.92, 95% CrI -10.28 to 0.38) (figure 5B). Overall, different types of exercise interventions appeared similar to medications in terms of their SBP-lowering effects (table 2). Hypertensive populations participating in moderate- and high-intensity exercise interventions achieved greater reductions in SBP compared with those in control groups (figure 5C). There were no detectable differences between different intensities of exercise and different doses of medications; however, these analyses should be interpreted with caution given the wide 95% CrIs.
 
Comparative effects on SBP
 
Across all populations, antihypertensive medications (mean difference -8.80 mmHg, 95% CrI -9.58 to -8.02) and exercise interventions (-4.84, 95% CrI -5.55 to -4.13) were both effective in lowering SBP from baseline as compared with control (figure 5A). Populations receiving medications achieved greater reductions in SBP compared with those participating in physical activity interventions (-3.96, 95% CrI -5.02 to -2.91).
 
Compared with control, all types of exercise (endurance -4.88, 95% CrI -5.69 to -4.06; resistance -3.50, 95% CrI -4.91 to -2.09; isometric -5.65, 95% CrI -8.21 to -3.13; and combination of endurance and resistance -6.49, 95% CrI -8.17 to -4.82) and all classes of antihypertensive medications (ACE-I -7.33, 95% CrI -8.75 to -5.91; ARB -8.14, 95% CrI -9.62 to -6.69; CCB -10.58, 95% CrI -12.03 to -9.14; and diuretic -8.06, 95% CrI -9.48 to -6.64) were effective in lowering baseline SBP (figure 5B).
 
Overall, different types of structured exercise interventions achieved similar reductions from baseline (table 2). One exception was the combination of endurance and resistance training, which was more effective in reducing baseline SBP than dynamic resistance alone (-2.98, 95% CrI -5.04 to -0.93). While different classes of antihypertensive medications were generally more effective than different types of exercise interventions, most medication classes (ACE-I, ARB and diuretic) did not differ beyond chance from isometric resistance and combination of endurance and dynamic resistance exercises.
 
Participants in low- (-4.60, 95% CrI -6.51 to -2.69), moderate- (-5.41, 95% CrI -6.37 to -4.46) and high-intensity (-3.87, 95% CrI -5.11 to -2.65) exercise groups achieved greater reductions in baseline SBP than those in control groups (figure 5C). Similarly, low- and high-dose medications were more effective than control, lowering baseline SBP by 8.29 mmHg (95% CrI -9.13 to -7.46) and 10.71 mmHg (95% CrI -11.94 to -9.46), respectively. While a dose gradient was seen for medications, there was substantial uncertainty for effects of different exercise intensities.
 
There was no detectable evidence of inconsistency in the network meta-analyses (online supplementary appendix 6). In our small-study effects analysis, we found some evidence that smaller studies reported different results than those in larger studies for both exercise and medication interventions (online supplementary appendix 7). We observed similar model fit with both models according to total residual deviance and deviance information criterion. The estimated mean bias for exercise versus control was -1.09 (95% CrI -1.89 to -0.34) and -1.75 (95% CrI -2.61 to -0.72) for medications versus control; however, there was no meaningful reduction in between-study heterogeneity when we adjusted for small-study effects, suggesting that this adjustment did not necessarily explain the observed differences in effects across studies. Since the base-case model fitted well, inferences about observed improvements to model fit or lack thereof may be spurious. Regardless, models adjusted for small-study effects tended to produce smaller treatment effect estimates for both exercise and medication interventions. Online supplementary appendix 7 compares the base-case results with predicted effect size for an ideal study of infinite size for each intervention."

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Review
 
How does exercise treatment compare with antihypertensive medications? A network meta-analysis of 391 randomised controlled trials assessing exercise and medication effects on systolic blood pressure
 
Abstract

 
Objective To compare the effect of exercise regimens and medications on systolic blood pressure (SBP).
 
Data sources Medline (via PubMed) and the Cochrane Library.
 
Eligibility criteria Randomised controlled trials (RCTs) of angiotensin-converting enzyme inhibitors (ACE-I), angiotensin-2 receptor blockers (ARBs), β-blockers, calcium channel blockers (CCBs) and diuretics were identified from existing Cochrane reviews. A previously published meta-analysis of exercise interventions was updated to identify recent RCTs that tested the SBP-lowering effects of endurance, dynamic resistance, isometric resistance, and combined endurance and resistance exercise interventions (up to September 2018). Design Random-effects network meta-analysis.
 
Outcome Difference in mean change from baseline SBP between comparator treatments (change from baseline in one group minus that in the other group) and its 95% credible interval (95% CrI), measured in mmHg.
 
Results We included a total of 391 RCTs, 197 of which evaluated exercise interventions (10 461 participants) and 194 evaluated antihypertensive medications (29 281 participants). No RCTs compared directly exercise against medications. While all medication trials included hypertensive populations, only 56 exercise trials included hypertensive participants (≥140 mmHg), corresponding to 3508 individuals. In a 10% random sample, risk of bias was higher in exercise RCTs, primarily due to lack of blinding and incomplete outcome data.
 
In analyses that combined all populations, antihypertensive medications achieved higher reductions in baseline SBP compared with exercise interventions (mean difference -3.96 mmHg, 95% CrI -5.02 to -2.91). Compared with control, all types of exercise (including combination of endurance and resistance) and all classes of antihypertensive medications were effective in lowering baseline SBP. Among hypertensive populations, there were no detectable differences in the SBP-lowering effects of ACE-I, ARB, β-blocker and diuretic medications when compared with endurance or dynamic resistance exercise. There was no detectable inconsistency between direct and indirect comparisons. Although there was evidence of small-study effects, this affected both medication and exercise trials. Conclusions The effect of exercise interventions on SBP remains under-studied, especially among hypertensive populations. Our findings confirm modest but consistent reductions in SBP in many studied exercise interventions across all populations but individuals receiving medications generally achieved greater reductions than those following structured exercise regimens. Assuming equally reliable estimates, the SBP-lowering effect of exercise among hypertensive populations appears similar to that of commonly used antihypertensive medications. Generalisability of these findings to real-world clinical settings should be further evaluated.
 
What are the new findings?
 
• Across all populations, individuals who receive antihypertensive medications tend to achieve greater reductions in systolic blood pressure than those who adopt structured exercise regimens.
• In populations with hypertension, different types of exercise interventions appear to be as equally effective as most antihypertensive medications.
• Structured exercise has not been evaluated as extensively as antihypertensive medications.
 
Discussion
 
In this study, we compared the SBP-lowering effects of commonly used antihypertensive medications and exercise interventions. We found that structured exercise was often evaluated in fewer and smaller trials than medications. While the number of participants included in exercise trials accounted for approximately one third of the total in medication trials, only a 10th of the overall hypertensive population (using a 140 mmHg cut-off) came from the exercise trials. Our analyses that synthesised the results of 391 RCTs including 39 742 participants showed that individuals receiving medications achieved greater reductions in SBP than those following structured exercise regimens. However, different types of exercise interventions appeared to be as equally effective as most antihypertensive medications when we limited our analyses to trials in populations with high SBP. The effectiveness of exercise increased as we adopted higher SBP cut-offs to define hypertension.
 
Comparison with other studies in the literature
 
To the best of our knowledge, our study is the first formal evaluation of the comparative effectiveness of exercise and medications on SBP. However, a large number of previous systematic reviews and meta-analyses have examined the SBP-lowering effects of medications8 63-66 and exercise separately.27 67-71 Similar to other reviews, our study identified a diverse set of exercise interventions that varied in terms of their formulation, intensity, frequency and duration. Aerobic endurance was the most frequently studied type of exercise, followed by dynamic resistance.
 
Our findings differed from the meta-analysis by Cornelissen and Smart in two key ways.27 First, the magnitude of SBP reduction achieved with resistance training was considerably higher in our study, likely reflecting the large numbers of newer RCTs included in our study evaluating this type of exercise and having favourable results. This was particularly so when we limited our analyses to exercise RCTs with hypertensive populations. Second, we found compelling evidence that combining endurance and dynamic resistance training was effective in reducing SBP. The previous review had insufficient evidence on the effectiveness of combining endurance and dynamic resistanceexercise.
 
Implications for policy and practice
 
These findings could be used to examine and improve the evidence base supporting exercise recommendations. Current exercise recommendations are primarily based on observational evidence and highly variable across different settings.72For example, in the UK, the National Health Service exercise guidelines for healthy adults 19 to 64 years of age recommend either (1) a combination of at least 150 min per week of moderate aerobic activity and strength training on 2 or more days a week or (2) a combination of 75 min per week of vigorous endurance activity and strength training on 2 or more days a week.73 Notably, while the guidelines specify the recommended duration of strength training, they do not specify its optimal volume and intensity. Examining and corroborating the evidence base behind these recommendations is not straightforward using the available exercise RCTs on SBP. For example, only a small subset of studies identified in our review tested the effectiveness of the combination of endurance and dynamic resistance training. Although these types of interventions were often effective, especially in hypertensive populations, their frequency and duration were not consistently reported to determine the optimal formulation and dose of physical activity to maximise its benefit. We also did not observe a dose-response relationship between exercise intensity and SBP reduction.
 
Recent changes to major practice guidelines developed by the AHA/ACC will substantially increase the number of people labelled as having hypertension.13 14 While our findings support previous calls to prescribe exercise as a treatment option for hypertension,74 75 relatively little is known about the effectiveness and comparative effectiveness of implementation strategies for optimal exercise uptake.76-79 Healthcare systems are therefore ill-equipped to ensure effective adoption of and adherence to exercise prescriptions. Despite the availability of national guidelines promoting exercise, levels of physical activity remain stubbornly low worldwide.80 For example, an estimated 40% of adults in the Americas and many European counties are physically inactive.81 82 Given our findings that even low-intensity exercise may be effective in reducing SBP, renewed attention is warranted to identify effective strategies to promote exercise.
 
While our study suggests that exercise effectively lowers baseline SBP, the generalisability of these findings to real-world settings should be investigated further. Most exercise trials in our study included healthy adults with optimal or mildly elevated blood pressure. When participants had elevated SBP, exercise was often evaluated as an add-on to background antihypertensive therapy. Unlike trial populations in our review, the majority of individuals in actual clinical practice who are eligible for antihypertensive therapy have multiple chronic conditions and receive several medications. Substituting medication therapy with exercise prescriptions in these populations may therefore be challenging.83 The proportion of such patient populations who can adopt some meaningful amount of exercise is unknown. This is further compounded by the reporting quality of exercise trials. According to a recent analysis, descriptions of exercise interventions in hypertension trials were inadequately detailed for their replication in practice.84 Nevertheless, our findings can form the basis of evidence-based discussions between patients and their doctors about the SBP-lowering benefits of exercise. Although the effect of exercise is modest among individuals with moderately elevated SBP, providers should still have such discussions with their patients who are newly eligible for antihypertensive therapy as a result of recent changes to the AHA/ACC guidelines.
 
Implications for research
 
Studies comparing the effectiveness of medications and non-medication interventions are rare. Similar to our previous study,28 we did not identify any RCTs that directly compared the SBP-lowering effects of antihypertensive medications and structured training programmes. To address this gap, future studies should adopt exercise as an active comparator in trials of interventions aimed at preventing, managing or treating cardiovascular diseases. Pharmaceutical companies, which in recent years have sponsored the majority of clinical studies, currently have little incentive to design studies that compare their products to non-medication alternatives.85 Encouraging sponsors to include established non-pharmacological alternatives in head-to-head trials will require buy-in from drug licensing agencies such as the US Food and Drug Administration and the European Medicines Agency, health technology assessment bodies such as NICE, research funders such as the National Institutes of Health in the USA and National Institute for Health Research in the UK, and research ethics committees.
 
In the absence of head-to-head RCTs that directly compare exercise and drug interventions, network meta-analyses can rely on existing studies and generate valuable evidence to inform policy and practice.86 Network meta-analyses that compare the benefits and harms of multiple interventions are increasingly common in the medical literature.87 88 However, most consider pharmacological or non-pharmacological interventions separately. Combining these bodies of literature in network meta-analyses could identify areas where exercise interventions should be considered as viable alternatives to medications. In areas where evidence is inconclusive or biased, network meta-analyses could help inform the design of future head-to-head RCTs.89
 
Limitations
 
This study had several limitations. First, our electronic searches were conducted in Medline and did not cover other relevant bibliographic databases. Therefore, we may have missed relevant RCTs of exercise interventions if they were published in journals not indexed in Medline. Still, our review covered more than twice as many RCTs as those included in the most comprehensive systematic review to date.
 
Second, we did not update the list of studies included in the previously published meta-analyses of antihypertensive medications, which were published from 2008 to 2016. However, it is unlikely that we missed additional RCTs of medications, as the majority of antihypertensive medications are off patent and there is no longer an active research agenda evaluating their SBP-lowering effects.
 
Third, we relied on indirect evidence to determine the comparative SBP-lowering effects of exercise and medications. Such indirect comparisons could be biased if there is an imbalance in the distribution of unmeasured or unknown relative treatment effect modifiers across trials comparing different interventions.90 We summarised results from substantially heterogeneous RCTs from different settings and time periods. Trials included diverse participant populations, intervention definitions, comparators and outcome measurements. Findings of our network meta-analyses should hence be interpreted with caution.91 Transitivity may be tenuous given the typically different levels of SBP in medication versus exercise trials. However, when we tried to match trial populations more closely, the gap between medication and exercise in efficacy diminished. As we limited our analyses to more hypertensive populations, exercise interventions appeared more effective. Fourth, while we obtained clinically relevant relative treatment effects for antihypertensive medications, we may have underestimated the magnitude of SBP lowering associated with exercise interventions. We excluded trials of medications and dosages that were considered to be ineffective or suboptimal by the BNF, even though we did not exclude any exercise trials on this basis, as there is no equivalent body that is responsible for evaluating the effectiveness of structured exercise interventions and determining their suitability as treatment options in clinical practice.
 
Fifth, our review shares the limitations of the studies on which it is based. Although we did not formally evaluate the internal validity of all included RCTs, we conducted a risk of bias assessment in a 10% random sample. Both exercise and medication trials had limitations in their reporting, which severely limited our accurate evaluation. We considered exercise trials to be at higher risk of performance and detection bias as compared with medication trials, primarily due to lack of blinding of investigators and participants in exercise trials. This may have greater implications on the reliability of estimates from exercise trials given the semi-objective nature of SBP lowering. However, a recent meta-epidemiological study found no significant association between treatment effects and adequate blinding in physical therapy trials.92 In contrast to the findings of a recent comprehensive review that showed a different level of reporting bias between meta-analyses of pharmacological and non-pharmacological interventions,93 we observed a similar relationship between trial size and magnitude of effect for both exercise and medications. Small-study effects may reflect publication bias, differential presence of quality issues in smaller trials, but also many other factors.94 Although exercise trials tended to be smaller, antihypertensive medication trials were not immune to small-study effects, which could explain our findings.
 
Exercise trials had several other methodological drawbacks. The majority of exercise trials included healthy adults with optimal blood pressure at baseline; reduction in blood pressure may be larger when the starting point is higher. Also, unlike antihypertensive medication trials, most exercise trials evaluated SBP only as secondary or tertiary outcomes; sample sizes were often too small to adequately control for confounding and produce reliable estimates of treatment effects; the composition of control arms was heterogeneous (eg, some trials included exercise as an add-on to background antihypertensive therapy while others did not allow for such therapy); and the methods used to measure SBP varied considerably across trials (eg, ranging from office-based measurement to ambulatory measurement). Similar to the findings of a recent analysis, reporting of harms associated with exercise interventions was rare and inconsistent.84 Taken together, these variations highlight the need for a more standardised approach to the design, conduct, analysis and reporting of exercise trials. Whether the reliability of estimates from exercise trials is similar to those from trials of antihypertensive medications should be evaluated in the future.
 
Conclusions
 
The effect of exercise interventions on SBP remains under-studied in relation to commonly used medications, especially among hypertensive populations. Many studied types and intensities of exercise interventions demonstrate modest but consistent reductions in SBP across diverse populations and settings. The SBP-lowering effects of exercise among hypertensive populations appear similar to that of commonly used antihypertensive medications, but this is tempered by the observed differences in study population characteristics.
 
Introduction
 
High systolic blood pressure (SBP) is a major modifiable risk factor for cardiovascular disease.1 Individuals with high SBP are at elevated risk of cardiovascular disease and death2-4 and high SBP is the leading cause of death and disability around the world.5 Over the past half century, several classes of pharmacological treatment options have received approval to be prescribed for blood pressure-lowering.6 The mortality and morbidity benefits of these antihypertensive medication options have been extensively documented in randomised controlled trials (RCTs) and meta-analyses.7 8
 
As the burden of cardiovascular disease continues to rise,9 the use of medications targeting high blood pressure is sharply increasing.10 In England, the number of adults taking blood pressure-lowering medications increased by approximately 50% from 2006 to 2016.11 This upward trend will likely increase, as recent changes to major clinical practice guidelines developed by prominent organisations such as the American Heart Association (AHA) and the American College of Cardiology (ACC) have lowered the SBP threshold for the definition of hypertension.12 These changes are expected to increase the number of people labelled as having hypertension and treated with medications.13 14 Such an increase may lead to inadvertent adverse events at the population level, as the number of people taking multiple medications continues to rise15; polypharmacy represents a major risk factor for drug-related morbidity and mortality.16 Prescription drugs also contribute to rising healthcare expenditures. Spending on medications accounts for about 18% of total health spending on average across European countries.17 Recent increases in medication-related costs have prompted significant policy and clinical attention to the comparative effectiveness of new and existing medications.18 Meanwhile, relatively little attention has been given to promoting the wider adoption of non-pharmacological interventions such as exercise.
 
Exercise interventions have indisputable benefits for cardiovascular disease and beyond.19 20 According to a pooled analysis of observational cohort studies, men and women with high levels of leisure time physical activity had a 24% and 27% lower risk of cardiovascular disease, respectively, than men and women with low levels of physical activity.21 In addition, previous meta-analyses of RCTs showed that exercise is effective in improving established cardiovascular risk factors: exercise interventions reduce waist circumference,22 improve glycated haemoglobin (HbA1c),23 lower serum triglycerides24 and increase high-density lipoprotein.25
 
Exercise also has well-documented benefits in lowering SBP.26 In a previous meta-analysis of 93 RCTs conducted among 5223 healthy adults, SBP was reduced after endurance, dynamic resistance and isometric resistance exercise regimens.27 Although recent AHA/ACC guidelines emphasise the role of lifestyle interventions, including exercise, in the management and treatment of hypertension, they consider pharmacological and non-pharmacological interventions in isolation.12 It would be very important to evaluate the comparative SBP-lowering effects of exercise and medication interventions. In a previous meta-epidemiological study, we evaluated the comparative effectiveness of pharmacological and non-pharmacological interventions on mortality.28 We found structured exercise interventions to be as equally effective as several frequently used medications in terms of their mortality benefits in the secondary prevention of coronary heart disease, rehabilitation after stroke, treatment of heart failure and prevention of diabetes. However, the amount of evidence on the mortality benefits of exercise was considerably smaller than that on medications. In addition, there was a paucity of available information on the ‘formulation’ and ‘dose’ of different types of exercise interventions, and also on the characteristics of people that stood to benefit from such interventions.
 
In this study, we set out to perform a network meta-analysis to compare systematically the SBP-lowering effects of exercise and medications. Our objective was to evaluate how different types and intensities of exercise fared against different classes and doses of antihypertensive medications in terms of lowering baseline SBP levels. In addition, we assessed the comparative SBP-lowering effects of exercise and medications specifically among hypertensive populations.
 
Results
 
Evidence base for medications

 
Using the Cochrane Library, we initially identified 14 potentially relevant meta-analyses of medication therapies aimed at lowering baseline SBP (figure 1). Of these, we selected the most comprehensive meta-analyses within each medication class recommended by the NICE and ESH/ESC guidelines as first-line therapy for hypertension.56-62 In total, these meta-analyses included 316 RCTs. We excluded the trials and trial arms of medications and medication dosages that were not indicated in the BNF. After these exclusions, we included 194 medication RCTs, corresponding to 57 trials of ACE-I, 36 studies of ARBs, 63 studies of β-blockers, nine studies of CCBs and 46 studies of diuretics. Seventeen RCTs compared one medication class to another.
 
Evidence base for exercise interventions
 
Of 47 potentially relevant reviews of exercise interventions identified from Medline, we considered the meta-analysis conducted by Cornelissen and Smart to be the most comprehensive in terms of its study identification, selection, review and synthesis methods.27 This analysis relied on 93 RCTs published up to February 2012. We subsequently updated this review and identified 2619 potentially relevant titles and abstracts published until September 2018 (figure 1). We excluded 2316 records that were irrelevant. Of 303 full-text articles, we included an additional 107 RCTs. In total, we ultimately included 197 RCTs of exercise interventions (see online supplementary appendix 3 for trial characteristics): 115 of these evaluated endurance training interventions including walking, running, cycling or aquatic exercises; 30 RCTs evaluated dynamic resistance interventions; 10 evaluated isometric resistance exercises; and 12 tested endurance and resistance training regimens in combination. The remaining 30 RCTs compared one type of exercise intervention to another. No RCTs compared directly exercise against medications.
 
Characteristics of exercise and medication RCTs
 
RCTs of exercise interventions included substantially fewer participants; average sample size in exercise RCTs was 53 (range 15-464) compared with 139 (7-1092) in RCTs of β-blockers, 174 (14-625) in studies of ACE-I, 188 (24-2776) for diuretics, 185 (15-397) for CCBs and 292 (40-1369) for ARBs. Mean age ranged from 50.4 for exercise trials to 55.0 for ARB and diuretics trials. On average, a higher proportion of participants were women in RCTs of exercise interventions (61%) compared with the proportion of women participants in RCTs of medications (ranging from 39% for ARBs to 47% for β-blockers). While the mean SBP at baseline was 132 mmHg for participants in the RCTs of exercise interventions, it was consistently over 150 mmHg in medication RCTs (table 1).
 
Distribution of participants in exercise and medication RCTs
 
In total, 39 742 participants were included in RCTs testing the SBP-lowering effects of medications and exercise interventions. While 29 281 participants were included in medication trials, 10 461 were included in exercise RCTs (figure 2A). On average, trials of individual medication classes had more participants than those included in the RCTs of different types of exercise (figure 2B). The majority of participants included in exercise RCTs were in trials evaluating the effect of endurance training, as compared with control or other exercise interventions (n=8174). Relatively more participants were included in trials evaluating moderate-intensity exercise alone (n=4675) compared with those testing low- and high-intensity interventions (figure 2C). Fifty-six exercise trials included hypertensive participants (≥140 mmHg), corresponding to 3508 individuals (figure 3). A total of 6046 and 1828 participants were included in exercise RCTs with hypertensive populations when using a cut-off of 130 mmHg and 150 mmHg for mean baseline SBP, respectively.
 
Risk of bias
 
Figure 4 and online supplementary appendix 5 summarise the risk of bias in a 10% random sample of exercise and medication RCTs. Seventeen of 20 exercise RCTs were judged to be at high risk of performance and detection bias due to lack of blinding, while only one medication RCT was at high risk of bias on this domain. Risk of attrition bias was also higher in exercise trials (5/20) compared with that in medication trials (0/20).
 
Inadequate reporting complicated our assessments for selection bias with the majority of both exercise and medication trials rated at unclear risk of bias.
 
Comparative effects on SBP
 
Across all populations, antihypertensive medications (mean difference -8.80 mmHg, 95% CrI -9.58 to -8.02) and exercise interventions (-4.84, 95% CrI -5.55 to -4.13) were both effective in lowering SBP from baseline as compared with control (figure 5A). Populations receiving medications achieved greater reductions in SBP compared with those participating in physical activity interventions (-3.96, 95% CrI -5.02 to -2.91).
 
Compared with control, all types of exercise (endurance -4.88, 95% CrI -5.69 to -4.06; resistance -3.50, 95% CrI -4.91 to -2.09; isometric -5.65, 95% CrI -8.21 to -3.13; and combination of endurance and resistance -6.49, 95% CrI -8.17 to -4.82) and all classes of antihypertensive medications (ACE-I -7.33, 95% CrI -8.75 to -5.91; ARB -8.14, 95% CrI -9.62 to -6.69; CCB -10.58, 95% CrI -12.03 to -9.14; and diuretic -8.06, 95% CrI -9.48 to -6.64) were effective in lowering baseline SBP (figure 5B).
 
Overall, different types of structured exercise interventions achieved similar reductions from baseline (table 2). One exception was the combination of endurance and resistance training, which was more effective in reducing baseline SBP than dynamic resistance alone (-2.98, 95% CrI -5.04 to -0.93). While different classes of antihypertensive medications were generally more effective than different types of exercise interventions, most medication classes (ACE-I, ARB and diuretic) did not differ beyond chance from isometric resistance and combination of endurance and dynamic resistance exercises.
 
Participants in low- (-4.60, 95% CrI -6.51 to -2.69), moderate- (-5.41, 95% CrI -6.37 to -4.46) and high-intensity (-3.87, 95% CrI -5.11 to -2.65) exercise groups achieved greater reductions in baseline SBP than those in control groups (figure 5C). Similarly, low- and high-dose medications were more effective than control, lowering baseline SBP by 8.29 mmHg (95% CrI -9.13 to -7.46) and 10.71 mmHg (95% CrI -11.94 to -9.46), respectively. While a dose gradient was seen for medications, there was substantial uncertainty for effects of different exercise intensities.

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There was no detectable evidence of inconsistency in the network meta-analyses (online supplementary appendix 6). In our small-study effects analysis, we found some evidence that smaller studies reported different results than those in larger studies for both exercise and medication interventions (online supplementary appendix 7). We observed similar model fit with both models according to total residual deviance and deviance information criterion. The estimated mean bias for exercise versus control was -1.09 (95% CrI -1.89 to -0.34) and -1.75 (95% CrI -2.61 to -0.72) for medications versus control; however, there was no meaningful reduction in between-study heterogeneity when we adjusted for small-study effects, suggesting that this adjustment did not necessarily explain the observed differences in effects across studies. Since the base-case model fitted well, inferences about observed improvements to model fit or lack thereof may be spurious.
 
Regardless, models adjusted for small-study effects tended to produce smaller treatment effect estimates for both exercise and medication interventions. Online supplementary appendix 7 compares the base-case results with predicted effect size for an ideal study of infinite size for each intervention.
 
Comparative effects on SBP among hypertensive populations (≥140 mmHg)
 
Compared with control, exercise reduced SBP by 8.96 mmHg (95% CrI -10.27 to -7.64) among hypertensive populations (≥140 mmHg) (figure 5a). We did not observe a difference between the SBP-lowering effects of medications and exercise (0.18, 95% CrI -1.35 to 1.68).
 
SBP was reduced (compared with control) by endurance (-8.69, 95% CrI -10.13 to -7.25), dynamic resistance (-7.23, 95% CrI -10.58 to -3.87) and their combination (-13.51, 95% CrI -16.55 to -10.45), while the 95% CrI included the null for isometric resistance (-4.92, 95% CrI -10.28 to 0.38) (figure 5B). Overall, different types of exercise interventions appeared similar to medications in terms of their SBP-lowering effects (table 2).
 
Hypertensive populations participating in moderate- and high-intensity exercise interventions achieved greater reductions in SBP compared with those in control groups (figure 5C). There were no detectable differences between different intensities of exercise and different doses of medications; however, these analyses should be interpreted with caution given the wide 95% CrIs.
 
Sensitivity analyses with different hypertension cut-offs
 
Figure 6 and online supplementary appendix 8 show the findings of sensitivity analyses comparing the SBP-lowering effects of exercise interventions and medications at different hypertension cut-offs. Overall, exercise interventions appeared more effective as we restricted the sample of exercise trials included in the analysis to those with more hypertensive populations. For example, endurance interventions, compared with control, reduced baseline SBP by 4.88 (95% CrI -5.69 to -4.06) in the base-case analysis; respective reductions were 6.84 (95% CrI -7.90 to -5.76) in trials with ≥130 mmHg; 8.70 (95% CrI -10.13 to -7.25) with ≥140 mmHg, and 10.74 (95% CrI -12.70 to -8.77) with ≥150 mmHg. There was substantial uncertainty in relative treatment effects when using a cut-off of ≥150 mmHg.

 
 
 
 
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