Juan Ángel Bellón’s research while affiliated with University of Malaga and other places

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Publications (47)


Health-Economic Evaluation of Psychological Interventions for Anxiety Prevention: A Systematic Review
  • Literature Review

February 2024

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32 Reads

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2 Citations

Psychiatric services (Washington, D.C.)

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Juan Ángel Bellón

Objective: Although evidence supports the effectiveness of psychological interventions for prevention of anxiety, little is known about their cost-effectiveness. The aim of this study was to conduct a systematic review of health-economic evaluations of psychological interventions for anxiety prevention. Methods: PubMed, PsycInfo, Web of Science, Embase, Cochrane Central Register of Controlled Trials, EconLit, National Health Service (NHS) Economic Evaluations Database, NHS Health Technology Assessment, and OpenGrey databases were searched electronically on December 23, 2022. Included studies focused on economic evaluations based on randomized controlled trials of psychological interventions to prevent anxiety. Study data were extracted, and the quality of the selected studies was assessed by using the Consensus on Health Economic Criteria and the Cochrane risk-of-bias tool. Results: All included studies (N=5) had economic evaluations that were considered to be of good quality. In two studies, the interventions showed favorable cost-effectiveness compared with usual care groups. In one study, the intervention was not cost-effective. Findings from another study cast doubt on the cost-effectiveness of the intervention, and the cost-effectiveness of the intervention in the remaining study could not be established. Conclusions: Although the findings suggest some preliminary evidence of cost-effectiveness of psychological interventions for preventing anxiety, they were limited by the small number of included studies. Additional research on the cost-effectiveness of psychological interventions for anxiety in different countries and populations is required.





Population health surveys and screening tools for depressive disorders: aims and uses
  • Article
  • Full-text available

June 2023

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26 Reads

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3 Citations

BMJ Mental Health

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PRISMA flowchart.
Forest plot.
Characteristics of randomized controlled trials included in the meta-analysis.
Primary and sensitivity analyses of the effectiveness of social support interventions in preventing depression.
Subgroup analyses.
Effectiveness of social support-based interventions in preventing depression in people without clinical depression: A systematic review and meta-analysis of randomized controlled trials

March 2023

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58 Reads

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7 Citations

Background The evidence available on the association between social support and prevention of depression has been basically obtained from observational studies. Aim We evaluated the effectiveness of social support-based interventions for the prevention of depression in people without clinical depression. Methods Systematic review and meta-analysis (SR/MA) of randomized controlled trials (RCT), which were searched for in MEDLINE, EMBASE, CENTRAL, WOS, PsycINFO, OpenGrey and other sources from the inception dates to June 8, 2022. We selected RCTs that assessed the effectiveness of social support-based interventions as compared to controls, included subjects without baseline clinical depression, and measured as results a reduction in depressive symptoms and/or the incidence of new cases of depression. Pooled standardized mean differences (SMDs) were calculated from random effects models. Results Nine RCTs involving 927 patients from North America, Asia and Europe were included. The pooled SMD was −0.43 [95% confidence interval (CI) −0.82 to −0.04; p = .031]. Sensitivity analyses confirmed the robustness of results. Heterogeneity was substantial [I² = 80% (95% CI: 64% to 89%)]. A meta-regression model that included usual care as comparator and the continent (Europe), explained 53% of heterogeneity. Eight RCTs had a moderate overall risk of bias and one had a high risk of bias. Follow-up was ⩾1 year in only three RCTs. There was no statistical evidence of publication bias. The quality of evidence, as measured on GRADE guidelines, was low. Conclusion Social support-based interventions had a small preventive effect on depression. Longer RCTs with a low risk of bias are necessary.


Figure 1. PRISMA flowchart of the randomized controlled trials included.
Figure 2. Forest Plot (fixed effects).
Characteristics of randomized controlled trials included.
Risk of bias of randomized controlled trials included to prevent anxiety.
Effectiveness of Physical Activity in Primary Prevention of Anxiety: Systematic Review and Meta-Analysis of Randomized Controlled Trials

February 2022

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130 Reads

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14 Citations

So far, no systematic reviews and meta-analyses on the effectiveness of physical activity in the prevention of anxiety has been published. The aim of this study was to evaluate the effectiveness of physical activity in the primary prevention of anxiety. A systematic review of randomized controlled trials (RCTs) was performed. RCTs were searched in seven electronic databases. We included RCTs that assessed either the incidence of anxiety or the reduction of anxiety symptoms which excluded participants with baseline anxiety. Measurements were required to have been made using validated instruments. Objective or subjective (with validated questionnaires) verification of the performance of physical activity was required. Three reviewers carried out the search, selection, data extraction, and risk assessment of Cochrane Collaboration’s tool simultaneously and independently, reaching an agreement in their discrepancies by consensus. In addition, a meta-analysis of fixed-effects model was carried out. Three RCTs met inclusion criteria, comprising 350 patients from 3 different countries. A meta-analysis was performed using five comparisons extracted from the selected studies, and the pooled standardized mean difference (SMD) was −0.18 (95% CI: −0.44; 0.07), p = 0.158. The heterogeneity was irrelevant, I2 = 17,7% (p = 0.30). There is no evidence that anxiety can be prevented through physical activity, although the quality of evidence was very low.


Complete workflow detailing the study design and statistical analyses performed: quality control process, association analysis and construction and evaluation of predictive models
AUC area under the receiver operating characteristic curve, cfNRI the category-free net reclassification improvement, HWE Hardy–Weinberg equilibrium, IDI integrated discrimination improvement, LD linkage disequilibrium, MAF minor allele frequency, MDD major depressive disorder, NRI net reclassification improvement, SNP single nucleotide polymorphism.
Density distribution plot of the constructed GRS in our population
MDD major depressive disorder.
Graphical representation of the direction and magnitude of the GRS*BMI interaction
BMI body mass index, MDD major depressive disorder, SD standard deviation.
Evaluation of the predictive ability of the constructed predictive model using AUC
AUC area under the receiver operating characteristic curve, GRS genetic-risk score.
Body mass index interacts with a genetic-risk score for depression increasing the risk of the disease in high-susceptibility individuals

January 2022

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145 Reads

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10 Citations

Translational Psychiatry

Depression is strongly associated with obesity among other chronic physical diseases. The latest mega- and meta-analysis of genome-wide association studies have identified multiple risk loci robustly associated with depression. In this study, we aimed to investigate whether a genetic-risk score (GRS) combining multiple depression risk single nucleotide polymorphisms (SNPs) might have utility in the prediction of this disorder in individuals with obesity. A total of 30 depression-associated SNPs were included in a GRS to predict the risk of depression in a large case-control sample from the Spanish PredictD-CCRT study, a national multicentre, randomized controlled trial, which included 104 cases of depression and 1546 controls. An unweighted GRS was calculated as a summation of the number of risk alleles for depression and incorporated into several logistic regression models with depression status as the main outcome. Constructed models were trained and evaluated in the whole recruited sample. Non-genetic-risk factors were combined with the GRS in several ways across the five predictive models in order to improve predictive ability. An enrichment functional analysis was finally conducted with the aim of providing a general understanding of the biological pathways mapped by analyzed SNPs. We found that an unweighted GRS based on 30 risk loci was significantly associated with a higher risk of depression. Although the GRS itself explained a small amount of variance of depression, we found a significant improvement in the prediction of depression after including some non-genetic-risk factors into the models. The highest predictive ability for depression was achieved when the model included an interaction term between the GRS and the body mass index (BMI), apart from the inclusion of classical demographic information as marginal terms (AUC = 0.71, 95% CI = [0.65, 0.76]). Functional analyses on the 30 SNPs composing the GRS revealed an over-representation of the mapped genes in signaling pathways involved in processes such as extracellular remodeling, proinflammatory regulatory mechanisms, and circadian rhythm alterations. Although the GRS on its own explained a small amount of variance of depression, a significant novel feature of this study is that including non-genetic-risk factors such as BMI together with a GRS came close to the conventional threshold for clinical utility used in ROC analysis and improves the prediction of depression. In this study, the highest predictive ability was achieved by the model combining the GRS and the BMI under an interaction term. Particularly, BMI was identified as a trigger-like risk factor for depression acting in a concerted way with the GRS component. This is an interesting finding since it suggests the existence of a risk overlap between both diseases, and the need for individual depression genetics-risk evaluation in subjects with obesity. This research has therefore potential clinical implications and set the basis for future research directions in exploring the link between depression and obesity-associated disorders. While it is likely that future genome-wide studies with large samples will detect novel genetic variants associated with depression, it seems clear that a combination of genetics and non-genetic information (such is the case of obesity status and other depression comorbidities) will still be needed for the optimization prediction of depression in high-susceptibility individuals.


Description of the sample in terms of sociodemographic variables, presence of chronic diseases, depression and adherence to the Mediterranean diet. Comparison according to the presence of chronic diseases.
Cont.
Bivariate analysis between sociodemographic variables, MEDAS questionnaire items and depressive symptomatology (PHQ-9).
Variant regression model of the PHQ-9 score and the variables of sex, age, educational level, BMI and MEDAS items. CCI in the individuals with chronic diseases.
The Relationship between Adherence to the Mediterranean Diet, Intake of Specific Foods and Depression in an Adult Population (45–75 Years) in Primary Health Care. A Cross-Sectional Descriptive Study

August 2021

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121 Reads

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25 Citations

Background: The relationship between the quality of the diet and the adherence to the Mediterranean diet with the presence of persistent or recurrent depressive symptoms have been described. The objective of this study is to analyze the relationship between adherence to the Mediterranean diet and the intake of specific foods in primary care patients aged 45 to 75, having subclinical or major depression. The study also specifically analyzes this relationship in individuals suffering from chronic diseases. Methods: A cross-sectional descriptive study was conducted. 3062 subjects met the inclusion criteria from the EIRA study. Sociodemographic variables, clinical morbidity, depression symptomatology (PHQ-9) and adherence to Mediterranean diet (MEDAS) were collected. Results: Being female, younger, with a higher BMI, consuming more than 1 serving of red meat a day and drinking more than one carbonated or sugary drink daily, not consuming 3 servings of nuts a week and not eating 2 vegetables cooked in olive oil a week are predictors of having higher depressive symptomatology. Conclusions: Assessing the type of diet of patients presenting depressive symptoms and promoting adherence to a healthy diet is important, especially in patients with chronic diseases. However, depression is a very complex issue and the relationship between nutrition and depression must be further examined.


Health-economic evaluation of psychological interventions for depression prevention: Systematic review

July 2021

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50 Reads

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15 Citations

Clinical Psychology Review

Psychological interventions have been proven to be effective to prevent depression, however, little is known on the cost-effectiveness of psychological interventions for the prevention of depression in various populations. A systematic review was conducted using PubMed, PsycINFO, Web of Science, Embase, Cochrane Central Register of Controlled Trials, Econlit, NHS Economic Evaluations Database, NHS Health Technology Assessment and OpenGrey up to January 2021. Only health-economic evaluations based on randomized controlled trials of psychological interventions to prevent depression were included. Independent evaluators selected studies, extracted data and assessed the quality using the Consensus on Health Economic Criteria and the Cochrane Risk of Bias Tool. Twelve trial-based economic evaluations including 5929 participants from six different countries met the inclusion criteria. Overall, the quality of most economic evaluations was considered good, but some studies have some risk of bias. Setting the willingness-to-pay upper limit to US$40,000 (2018 prices) for gaining one quality adjusted life year (QALY), eight psychological preventive interventions were likely to be cost-effective compared to care as usual. The likelihood of preventive psychological interventions being more cost-effective than care as usual looks promising, but more economic evaluations are needed to bridge the many gaps that remain in the evidence-base. Ethics As this systematic review is based on published data, approval from the local ethics committee was not required.


Citations (42)


... The main context in which screening strategies for depression have been implemented is primary care. 3 As suggested by previous research, 4 if case detection relies on valid and reliable screening measures, such as the eight-or nine-item versions of the Patient Health Questionnaire (the PHQ-8 and PHQ-9, respectively), and possible cases are followed up by a specialist, the use of screening programmes could be considered to be an effective, efficient and feasible strategy for detection of MDD and reduction of its impact. 3 However, in primary care, systematic screening for MDD can only be recommended if a follow-up clinical consultation can be guaranteed for all that need it (i.e. in contexts with enough healthcare resources to assess, diagnose and, if required, recommend and deliver evidence-based treatment). ...

Reference:

The relevance of engagement: maximising the benefits of screening for major depressive disorder
Implementation of community screening strategies for depression
  • Citing Article
  • February 2024

Nature Medicine

... Although many studies emphasize the economic benefits of applying prevention in health rather than consequence care, especially in the early years of life and mental health, there is no clear data on the economic impact of health disparities in the first 1000 days. [126][127][128] Studies on this topic are undoubtedly desirable in supporting policies of change and innovation more robustly. Pro-equality interventions should encompass health services that are not only available to all mothers and children but, more specifically, are also tailored to meet the varying levels of need among individuals. ...

Health-Economic Evaluation of Psychological Interventions for Anxiety Prevention: A Systematic Review
  • Citing Article
  • February 2024

Psychiatric services (Washington, D.C.)

... These activities can be conducted outdoors, individually or in groups, contributing to factors beyond physical health, such as strengthening social and psychological aspects, and facilitating the inclusion of older adults in these spaces. Furthermore, low-intensity physical activities are easier to integrate into SUS health spaces and can be performed in groups, such as walking, yoga, guided exercise, or strength training 31,32 . However, many people do not have access to specific facilities for body practices and physical activities or live in neighborhoods where it is unsafe to walk or run outdoors. ...

Exercise for the treatment of depression
  • Citing Article
  • February 2024

The BMJ

... This suggests that it may be beneficial to use a holistic intervention approach to collectively change multiple health behaviors rather than individually change a single behavior. Multiple health behavior change (MHBC) interventions have attracted increased attention of late [15,16]. Growing evidence suggests that lifestyle interventions targeting MHBC may have a greater impact on public health than interventions targeting single health behavior change (SHBC) [17,18]. ...

Effectiveness of multiple health behavior change interventions in reducing symptoms of anxiety in the adult population: A systematic review and meta-analysis of randomized controlled trials
  • Citing Article
  • January 2024

Preventive Medicine

... 7 After carefully consideration, due to the use of a screening tool for its assessment and the necessity of a clinical interview for diagnosing a disorder, the term clinically relevant depressive symptoms has been used to avoid any misunderstanding, and to be as accurate and clear as possible when reporting prevalence estimation-ie, to avoid any misinterpretation of the results, the inappropriate use of the concept disorder, and to make it clear that we are not referring to a specific depressive disorder. 39 Second, the representativeness of the data used for the study should be considered. Country non-response rate varied considerably across countries both in the EHIS-2 and EHIS-3 waves. ...

Population health surveys and screening tools for depressive disorders: aims and uses

BMJ Mental Health

... Although previous reviews have evaluated the impact of psychosocial interventions on preventing PPD among all women, these findings cannot be readily generalized to teenage mothers due to their unique psychosocial concerns during the motherhood transition (Campos et al., 2023;Dennis, 2005;Leis et al., 2009). Furthermore, it is important to note that all studies have been conducted in high-income countries, which presents challenges in extrapolating the findings to low-income countries (Campos et al., 2023;Dennis, 2005;Laurenzi et al., 2020;Leis et al., 2009;Sangsawang et al., 2019). ...

Effectiveness of social support-based interventions in preventing depression in people without clinical depression: A systematic review and meta-analysis of randomized controlled trials

... Moreover, research on RET has highlighted that the absence of appropriately designed control groups, accounting for social interactions and researcher attention, may lead to an overestimation of effects. [28,32] ...

Effectiveness of Physical Activity in Primary Prevention of Anxiety: Systematic Review and Meta-Analysis of Randomized Controlled Trials

... Overall, Zarza-Rebollo et al. have previously demonstrated inconclusive results on the role of the FTO gene in the obesity and mental health disorders' matrix. Recently, a 30-SNP unweighted Genetic Risk Score (GRS) for depression was also shown to interact with BMI levels in elevating the chances of depression onset in individuals at high risk 22 . ...

Body mass index interacts with a genetic-risk score for depression increasing the risk of the disease in high-susceptibility individuals

Translational Psychiatry

... In contrast, data states that people with better adherence to a Mediterranean-style diet, which includes a diet high in fruits, vegetables, whole grains, fish, olive oil, legumes, nuts, and seeds, have a lower risk of mental health problems, such as depression and anxiety. A similar relationship has been found in people who eat traditional diets from other cultures, such as the Norwegian or Japanese diets [15,16]. ...

The Relationship between Adherence to the Mediterranean Diet, Intake of Specific Foods and Depression in an Adult Population (45–75 Years) in Primary Health Care. A Cross-Sectional Descriptive Study

... Health economic evaluation of perinatal depression screening is mainly based on cost-benefit analysis and cost-effectiveness analysis (15). The results show that simple scale screening may not be costeffective (16); however, screening and intervention/treatment can effectively reduce depression compared with no screening (routine health care) and is cost-effective in the short term (16)(17)(18)(19)(20)(21). No previous studies in China have investigated the cost-effectiveness of screening for perinatal depression; therefore, the benefits are unknown. ...

Health-economic evaluation of psychological interventions for depression prevention: Systematic review
  • Citing Article
  • July 2021

Clinical Psychology Review