Meta-Analysis

Meta-Analysis

Articles tagged with "Meta-Analysis".

Magnesium Supplementation for Depression: Systematic Review and Meta-Analysis

Tags: Magnesium Depression, Mineral Supplements, Natural Antidepressants, Meta-Analysis

November 23, 2025

Does magnesium help depression?

Yes. Magnesium supplementation significantly reduces depression symptoms in adults with depressive disorders. A meta-analysis of 7 randomized clinical trials with 325 participants shows that magnesium produces approximately 40-45% greater improvement in depression scores compared to placebo.

Magnesium works by balancing brain chemicals, blocking NMDA receptors that can contribute to depression, and supporting brain-derived neurotrophic factor production - similar mechanisms to some antidepressant medications.

What the data show:

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SAMe for Depression: Systematic Review and Meta-Analysis

Tags: SAMe Depression, S-Adenosyl-Methionine, Natural Antidepressants, Meta-Analysis

November 23, 2025

Does SAMe work for depression?

Yes. SAMe monotherapy produces moderate improvements in depression symptoms compared to placebo, with comparable effectiveness to conventional antidepressants and better tolerability. A systematic review and meta-analysis of 23 randomized controlled trials with 2,183 patients found that SAMe was significantly more effective than placebo and showed similar efficacy to antidepressants when used alone.

SAMe works by serving as the primary methyl donor in the body, promoting methylation processes that enhance neurotransmitter synthesis and support mood regulation through multiple biochemical pathways.

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Zinc in Depression: A Meta-Analysis

Tags: Zinc Depression, Mineral Deficiency, Trace Elements, Meta-Analysis

November 23, 2025

Can zinc deficiency contribute to depression?

Depression is associated with significantly lower zinc concentrations in peripheral blood, with depressed individuals showing approximately 1.85 µmol/L lower zinc levels compared to healthy controls. A meta-analysis of 17 studies including 1,643 depressed subjects and 804 control subjects found that the zinc deficiency was more pronounced in patients with greater depression severity and in inpatient settings.

Zinc deficiency may contribute to depression through multiple pathways: impaired neurotransmitter synthesis and function (serotonin, dopamine, GABA), compromised immune function, increased inflammation, and disrupted neuroplasticity in brain regions involved in mood regulation.

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Global GERD Prevalence: 1 in 7 Adults Worldwide Affected

Tags: GERD Prevalence, Gastroesophageal Reflux, Global Health, Meta-Analysis

November 7, 2025

How Common Is GERD Around the World?

Gastroesophageal reflux disease affects approximately 13.98% of adults globally, meaning roughly 1 in 7 people worldwide experience this condition. This comprehensive meta-analysis of 73 studies across multiple continents reveals significant regional variations, with North America showing the highest prevalence rates and East Asia the lowest.

Dr. Kumar’s Take

This global analysis confirms what we see clinically - GERD is incredibly common and varies dramatically by geography and lifestyle factors. The 14% global prevalence means nearly 1 billion people deal with reflux symptoms regularly. Most importantly, the regional differences point to modifiable risk factors like diet, obesity rates, and lifestyle patterns that we can actually address to reduce GERD burden.

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Obesity Doubles GERD Risk: Meta-Analysis of 57,000 Patients

Tags: Obesity GERD, Weight Reflux Disease, Meta-Analysis, BMI Gastroesophageal

November 7, 2025

Does Obesity Really Increase Your Risk of GERD?

Yes, obesity significantly increases the risk of gastroesophageal reflux disease, with this meta-analysis of over 57,000 patients showing that obese individuals have nearly double the risk of developing GERD compared to normal-weight people. The relationship shows a clear dose-response pattern, meaning higher BMI levels correlate with progressively greater GERD risk and more severe complications.

Dr. Kumar’s Take

This meta-analysis provides compelling evidence for what we see clinically every day - obesity is one of the strongest modifiable risk factors for GERD. The dose-response relationship is particularly important because it means even modest weight loss can provide meaningful symptom improvement. For patients struggling with GERD, addressing weight should be a primary focus alongside other treatments, as it’s one of the few interventions that can actually modify the underlying disease process rather than just managing symptoms.

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Ashwagandha Extract Improves Sleep Quality: Systematic Review and Meta-Analysis

Tags: Ashwagandha, Sleep Quality, Herbal Medicine, Sleep Supplements, Meta-Analysis

October 22, 2025

Does Ashwagandha Actually Improve Sleep Quality According to Research?

Ashwagandha (Withania somnifera) extract significantly improves sleep quality, reduces sleep onset time, and increases total sleep time, according to this systematic review and meta-analysis of clinical trials. The analysis of multiple randomized controlled trials found that ashwagandha supplementation improved sleep quality scores by an average of 72% compared to placebo, reduced time to fall asleep by approximately 29%, and increased total sleep time by an average of 15%. The benefits were most pronounced in adults with insomnia or sleep difficulties, with effects typically observed within 6-8 weeks of consistent supplementation. The herb appears to work through multiple mechanisms including stress reduction, cortisol regulation, and GABAergic activity.

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Melatonin for Sleep Disorders: Meta-Analysis Shows Modest but Consistent Benefits

Tags: Melatonin, Sleep Disorders, Meta-Analysis, Sleep Supplements

October 22, 2025

How Effective Is Melatonin for Treating Sleep Disorders According to Meta-Analysis?

This comprehensive meta-analysis of melatonin studies shows modest but consistent benefits for primary sleep disorders, with melatonin reducing sleep onset time by an average of 7 minutes and improving overall sleep quality ratings. While the effects are statistically significant across multiple studies, they are generally smaller than those seen with prescription sleep medications or behavioral interventions like CBT-I. The analysis found that melatonin is most effective for circadian rhythm disorders and jet lag, with more limited benefits for primary insomnia, but it offers a safe, well-tolerated option for people seeking natural sleep aids.

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Short-Term Sleep Deprivation Impairs Cognitive Performance: Meta-Analysis of 70 Studies

Tags: Sleep Deprivation, Cognitive Performance, Meta-Analysis, Short-Term Effects

October 22, 2025

How Does Short-Term Sleep Deprivation Affect Cognitive Performance?

Short-term sleep deprivation significantly impairs cognitive performance across multiple domains, with this meta-analysis of 70 studies demonstrating consistent deficits in attention, working memory, and executive function after just one night of sleep loss. The effects are substantial and immediate, with attention showing the largest impairments, followed by working memory and cognitive flexibility. Even partial sleep deprivation (4-6 hours of sleep) produces measurable cognitive deficits that can impact performance on complex tasks requiring sustained attention and mental processing.

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Sleep Apnea Treatment Reduces Atrial Fibrillation Recurrence: Meta-Analysis

Tags: Sleep Apnea, Atrial Fibrillation, CPAP, Cardiovascular, Meta-Analysis

October 22, 2025

How Much Does Treating Sleep Apnea Reduce Atrial Fibrillation Recurrence?

Treating obstructive sleep apnea significantly reduces atrial fibrillation recurrence rates, this comprehensive meta-analysis demonstrates. The analysis of multiple studies found that patients with both OSA and atrial fibrillation who received effective sleep apnea treatment (primarily CPAP therapy) had a 42% reduction in atrial fibrillation recurrence compared to those with untreated sleep apnea. The cardiovascular benefits were most pronounced in patients with good CPAP compliance (>4 hours per night) and those with severe sleep apnea. The research reveals that sleep apnea creates a pro-arrhythmic environment through mechanisms including intermittent hypoxia, increased sympathetic nervous system activity, and structural heart changes, all of which can be improved with effective OSA treatment.

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Sleep Duration and Heart Disease: Both Too Little and Too Much Increase Risk

Tags: Sleep Duration, Cardiovascular Health, Heart Disease, Meta-Analysis

October 22, 2025

Does Sleep Duration Affect Your Heart Disease Risk?

Yes, and the relationship follows a clear U-shaped curve. This comprehensive meta-analysis of 15 prospective studies involving over 470,000 participants found that both short sleep (6 hours or less) and long sleep (9+ hours) significantly increase cardiovascular disease risk compared to the optimal 7-8 hours. Short sleepers faced a 48% higher risk of coronary heart disease and 15% higher stroke risk, while long sleepers showed even greater increases in cardiovascular mortality.

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Sleep Restriction Impairs Cognitive Function: Meta-Analysis of 147 Studies

Tags: Sleep Restriction, Cognitive Function, Meta-Analysis, Neurocognitive Performance

October 22, 2025

How Does Sleep Restriction Affect Cognitive Function and Mental Performance?

Sleep restriction significantly impairs multiple domains of cognitive function, with this comprehensive meta-analysis of 147 studies showing consistent deficits in attention, working memory, and cognitive processing speed. The effects are dose-dependent, with greater sleep restriction causing more severe cognitive impairment, and they occur across all age groups from children to older adults. Even modest sleep restriction (reducing sleep by 2-4 hours) produces measurable cognitive deficits that can impact academic performance, work productivity, and safety in daily activities.

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STOP-Bang Questionnaire Performance for Sleep Apnea Screening: Global Meta-Analysis

Tags: STOP-Bang, Sleep Apnea Screening, OSA Diagnosis, Questionnaire, Meta-Analysis

October 22, 2025

How Accurate Is the STOP-Bang Questionnaire for Screening Sleep Apnea?

The STOP-Bang questionnaire demonstrates excellent performance for screening obstructive sleep apnea across diverse global populations, this comprehensive meta-analysis reveals. Analyzing data from over 40,000 participants across multiple countries, the study found that STOP-Bang scores ≥3 have 90% sensitivity for detecting moderate to severe OSA (AHI ≥15), while scores ≥5 have 95% sensitivity for severe OSA (AHI ≥30). The questionnaire’s high sensitivity makes it particularly valuable for ruling out sleep apnea, with negative predictive values exceeding 85% in most populations. Performance remains consistent across different geographic regions, age groups, and clinical settings, making STOP-Bang a reliable first-line screening tool for identifying patients who need sleep studies.

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