Pools several studies statistically. It can estimate an effect more precisely, but it inherits the weaknesses of the studies it includes.
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HOHorse
The accuracy of ACTH as a biomarker for pituitary pars intermedia dysfunction in horses: A systematic review and meta-analysis
2022 · Equine Veterinary Journal
Eleven primary studies yielded a pooled detection rate for affected animals of 0.72 and a rate of correctly classified healthy animals of 0.88; the authors recommend the basal value as a confirmatory test where the probability before testing is high, expressly not as screening and not in horses without clinical signs.
Meta-analysis of risk factors for racehorse catastrophic musculoskeletal injury in flat racing
2019 · The Veterinary Journal
From 21 incidence studies and 65 risk factor studies comes a pooled frequency of 1.17 catastrophic musculoskeletal injuries per 1,000 starts in flat racing, with age, race class, going, previous injury and pre-race examination findings as consistently associated factors.
Proximal Interphalangeal Arthrodesis in Horses: A Meta-Analysis of Retrospective Studies
2023 · Journal of Equine Veterinary Science
Across 21 studies with 458 horses, survival was 90 per cent, return to intended use 65 per cent and wound infection 12 per cent; the authors call the procedure safe but consider usability in need of improvement, particularly after fractures.
Across 53 studies with 4,489 adults, early weight bearing after surgically treated ankle fracture probably improved function slightly over the first six months without raising the number of further procedures, the difference remaining small and blinding having been impossible in every study.
Prognosis of nonoperative treatment in elderly patients with a hip fracture: A systematic review and meta-analysis
2020 · Injury
From 18 studies comes, for non-operated hip fracture in frail older people, a mortality of 36 per cent at 30 days and 60 per cent at one year, with just under 10 per cent of patients still mobile at six months, this group comprising the frailest patients of all.
Human tendon adaptation in response to mechanical loading: a systematic review and meta-analysis of exercise intervention studies on healthy adults
2015 · Sports Medicine - Open
Across 27 studies and 37 interventions with 264 healthy adults, tendon stiffness and elastic modulus rose clearly and cross-sectional area less so; loading intensity was decisive, contraction type was not.
The efficacy of eccentric exercise in the treatment of Achilles tendinopathy: a systematic review and meta-analysis
2026 · BMC Musculoskeletal Disorders
Across 21 randomised trials with 994 people, eccentric training was superior to physical modalities for pain reduction but equivalent to other forms of training; the functional data were highly heterogeneous.
Surgical treatment versus conservative management for acute Achilles tendon rupture: a systematic review and meta-analysis
2025 · Journal of Orthopaedic Surgery and Research
Across 33 studies with 35,896 people, surgery lowered the re-rupture rate and raised return to sport, but came with more infections and nerve injuries; platelet-rich plasma showed no added benefit.
Operative versus nonoperative management of acute Achilles tendon rupture: a systematic review and meta-analysis of clinical outcomes from randomized controlled trials
2025 · Annals of Medicine
Across 14 randomised trials with 1,628 participants, open and minimally invasive surgery clearly lowered the re-rupture rate, with a higher complication rate for the open technique and no difference in functional scores.
Comparative short-term effectiveness of non-surgical treatments for insertional Achilles tendinopathy: a systematic review and network meta-analysis
2023 · BMC Musculoskeletal Disorders
Across 9 studies with 464 participants, eccentric training with soft tissue treatment ranked best in the short term, yet confidence in all non-surgical approaches was very low and no best option could be named.
The effectiveness of shockwave therapy on patellar tendinopathy, Achilles tendinopathy, and plantar fasciitis: a systematic review and meta-analysis
2023 · Frontiers in Immunology
For the Achilles tendon the analysis found only small and inconsistent effects of shockwave therapy on pain and function, while it showed clear effects in plantar fasciitis.
Stem cells and platelet-rich plasma for the treatment of naturally occurring equine tendon and ligament injuries: a systematic review and meta-analysis
2024 · Journal of the American Veterinary Medical Association
Across 21 included studies, cell or plasma treatments did not raise return to performance but did lower the risk of re-injury; study quality was weak and the risk of bias high.
Impact of Collagen Peptide Supplementation in Combination with Long-Term Physical Training on Strength, Musculotendinous Remodeling, Functional Recovery, and Body Composition in Healthy Adults: A Systematic Review with Meta-analysis
2024 · Sports Medicine
Across 19 studies with 768 adults, collagen peptides combined with training showed favourable effects on tendon morphology and strength, yet the certainty of the tendon statement was itself rated as very low.
Mechanical, Material and Morphological Adaptations of Healthy Lower Limb Tendons to Mechanical Loading: A Systematic Review and Meta-Analysis
2022 · Sports Medicine
Across 61 papers with 763 people, mechanical loading clearly raised stiffness and elastic modulus and cross-sectional area only slightly; the stiffness gain came mainly from the material, and protocols with high local tendon strain worked more strongly than those with low strain.
Estimation of the basic reproduction number for Streptococcus equi spp. equi outbreaks by meta-analysis of strangles outbreak reports
2023 · Equine Veterinary Journal
From ten pooled outbreak reports, eight of them from peer-reviewed publications, the basic reproduction number is estimated conservatively at 2.2 and less conservatively at 2.7, expressly as a computational quantity for models and probably too low for want of follow-up data.
Diagnostic test accuracy of procalcitonin and C-reactive protein for predicting invasive and serious bacterial infections in young febrile infants: a systematic review and meta-analysis
2024 · The Lancet Child & Adolescent Health
Analysis of 14 studies with 7,755 febrile infants: procalcitonin detected invasive bacterial infections considerably better than C-reactive protein; for the wider category of serious bacterial infection both markers were equally middling, with optimal CRP thresholds between about 13 and 16 milligrams per litre.
Biomarkers in paediatric bacterial meningitis: a systematic review and meta-analysis of diagnostic test accuracy
2024 · Clinical Microbiology and Infection
Analysis of 112 papers covering 113 markers: only markers in cerebrospinal fluid reached excellent discrimination (C-reactive protein and ferritin about 0.94 area under the curve each); not a single blood marker reached that quality, procalcitonin in blood lying in the good range at about 0.89.
Association between C reactive protein and coronary heart disease: mendelian randomisation analysis based on individual participant data
2011 · BMJ
Analysis of 47 studies with 194,418 people: genetically raised CRP was not associated with more coronary heart disease, while the observed association was clear in the same data; CRP is therefore hardly a causal factor.
Residual inflammatory risk after contemporary lipid lowering therapy
2020 · European Heart Journal Quality of Care and Clinical Outcomes
Analysis of 14 randomised trials with 133,109 people: more intensive lipid lowering reduced cardiovascular events but did not measurably change high-sensitivity CRP; a residual inflammatory risk persists despite modern lipid therapy.
Efficacy of new immunomodulatory drugs on major adverse cardiovascular events in patients with coronary heart disease: a systematic review and meta-analysis of randomized controlled trials
2025 · BMC Cardiovascular Disorders
Analysis of 25 randomised trials: across all anti-inflammatory agents no established benefit on major cardiovascular events was demonstrable, but there was one for inflammasome inhibitors and interleukin pathway inhibitors, while high-sensitivity CRP did not change.
The Impact of Exercise and Protein Intake on Inflammaging: A Meta-Analysis and Systematic Review of Randomized Controlled Trials
2025 · Nutrition Reviews
Analysis of randomised trials in older adults: training lowered CRP and interleukin-6, and the combination of training with additional protein intake worked more strongly than either measure alone; on tumour necrosis factor alpha only the combination had an effect.
Effect of Alpha-Linolenic Acid Supplementation on Cardiovascular Disease Risk Profile in Individuals with Obesity or Overweight: A Systematic Review and Meta-Analysis of Randomized Controlled Trials
2023 · Advances in Nutrition
Analysis of 19 randomised trials with 1,183 people: plant-derived alpha-linolenic acid lowered CRP and tumour necrosis factor alpha slightly, left interleukin-6 unchanged and at the same time raised LDL cholesterol.
Effects of omega-3 supplementation on lipid metabolism, inflammation, and disease activity in rheumatoid arthritis: a meta-analysis of randomized controlled trials
2024 · Clinical Rheumatology
Analysis of 18 randomised trials with 1,018 people with rheumatoid arthritis: omega-3 reduced the number of tender joints and the triglycerides, while the reduction in CRP, erythrocyte sedimentation rate and disease activity score was not statistically confirmed.
Association Between Risk-of-Bias Assessments and Results of Randomized Trials in Cochrane Reviews: The ROBES Meta-Epidemiologic Study
2018 · American Journal of Epidemiology
In 2,443 randomised trials drawn from 228 meta-analyses, treatment effects were exaggerated by roughly 8 to 13 per cent on average where the risk of bias for random allocation, allocation concealment and blinding was unclear or high.
Lack of blinding of outcome assessors in animal model experiments implies risk of observer bias
2014 · Journal of Clinical Epidemiology
In ten animal experiments involving 2,450 animals assessed both blinded and unblinded, the unblinded assessment exaggerated the effect by 59 per cent on average; the outcomes were mostly subjective. The figure is carried by three pesticide experiments with a very large deviation: in the remaining seven experiments the exaggeration came to about 18 per cent and was not statistically significant.
Benefits of Empiric Nutritional and Medical Therapy for Semen Parameters and Pregnancy and Live Birth Rates in Couples with Idiopathic Infertility: A Systematic Review and Meta-analysis
2019 · European Urology
From 5,663 records screened, 61 studies were included, 59 of them randomised; under GRADE the certainty of the evidence stayed very low for every outcome.
A Meta-Analysis on Quantitative Sodium, Potassium and Chloride Metabolism in Horses and Ponies
2025 · Animals
This analysis of 33 studies concerns electrolyte balance and not soaking; the only usable finding is that ponies later found to have pituitary dysfunction digested potassium less well, a point the authors ask readers to bear in mind with soaked hay.
MRI Findings of Disc Degeneration are More Prevalent in Adults with Low Back Pain than in Asymptomatic Controls: A Systematic Review and Meta-Analysis
2015 · AJNR American Journal of Neuroradiology
In 14 studies covering 3,097 people up to 50 years of age, bulge, extrusion, degeneration and certain signal changes were more common in people with low back pain, whereas spinal stenosis, annular fissures and spondylolisthesis were not: imaging findings have to be examined one by one.
Imaging strategies for low-back pain: systematic review and meta-analysis
2009 · The Lancet
In six randomised trials including 1,804 patients, immediate imaging for low back pain without warning signs improved neither pain nor function, neither in the short term nor after six to twelve months.
Meta-analysis of the Effect of Treatment Strategies for Nephrosplenic Entrapment of the Large Colon
2020 · Journal of Equine Veterinary Science
Across 19 pooled studies, neither the choice between a medical and a surgical approach, nor rolling versus trotting, nor phenylephrine changed the probability of survival to a statistically meaningful degree, with the absence of randomised studies calling for caution.
Factors Associated With the Development and Prevalence of Abnormal Behaviors in Horses: Systematic Review With Meta-Analysis
2021 · Journal of Equine Veterinary Science
The overview finds a very wide spread in the reported frequencies, no meaningful difference between survey and direct observation, and names unsuitable feeding management as the most important influence, while resting on descriptive statistics and data analysis rather than on pooled effect estimates.
Meta-analysis of cyathostomin species-specific prevalence and relative abundance in domestic horses from 1975-2020: emphasis on geographical region and specimen collection method
2020 · Parasites & Vectors
The synthesis of 37 studies shows that the collection method shifts the species picture: gathering worms from the dung after treatment overstates the prevalence of rare species and understates their relative abundance compared with post-mortem work, and infection with ten or more species per horse is the rule.
A systematic review and meta-analysis on the current status of anthelmintic resistance in equine nematodes: A global perspective
2023 · Molecular and Biochemical Parasitology
From 60 studies covering 11,835 animals between 1994 and 2022: drug class and active substance influence resistance, whereas formulation, route of administration and dose do not; the lowest efficacies were 67.83 per cent for macrocyclic lactones against roundworms and 69.85 per cent for benzimidazoles against strongyles, and no secure trend emerged across the period.
Prophylactic therapy with omeprazole for prevention of equine gastric ulcer syndrome (EGUS) in horses in active training: A meta-analysis
2019 · Equine Veterinary Journal
Synthesis of seven randomised trials covering 566 horses on drug prevention: in the untreated comparison groups the frequency of ulceration reached 75.3 and 87.2 per cent depending on the subgroup; clinical signs were not recorded.
Eleven randomised trials with 735 participants: in older adults with ordinary cramps the difference from placebo after four weeks was 0.18 cramps per week, and a clinically meaningful benefit is unlikely; mild side effects, mostly gastrointestinal, were reported more often, but this comparison was rated as having low certainty.
The Role of Electrolytes in Muscle Pain Syndromes: A Systematic Review and Meta-Analysis With Implications for Temporomandibular Disorder
2026 · International Dental Journal
Thirteen studies: magnesium reduced cramp frequency in pregnancy but showed no effect on nocturnal or persistent calf cramps in adults; calcium and potassium remained unsupported.
Oral magnesium supplementation for insomnia in older adults: a Systematic Review and Meta-Analysis
2021 · BMC Complementary Medicine and Therapies
Only three randomised trials with 151 older participants: time to fall asleep was around 17 minutes shorter than on placebo, total sleep duration was not reliably different, and all the trials had a moderate to high risk of bias.
Efficacy of dietary supplements on improving sleep quality: a systematic review and meta-analysis
2021 · Postgraduate Medical Journal
Across 31 randomised trials, amino acids, vitamin D and melatonin improved self-reported sleep quality, while the data on magnesium were insufficient for pooling.
Effects of Magnesium Supplementation on Blood Pressure: A Meta-Analysis of Randomized Double-Blind Placebo-Controlled Trials
2016 · Hypertension
Thirty-four double-blind trials with 2,028 adults: supplementation over three months on average lowered the upper blood pressure reading by 2.0 and the lower by 1.8 millimetres of mercury, accompanied by a slight rise in serum magnesium.
Magnesium and Potassium Supplementation for Systolic Blood Pressure Reduction in the General Normotensive Population: A Systematic Review and Subgroup Meta-Analysis for Optimal Dosage and Treatment Length
2024 · Nutrients
Subgroup analysis of randomised trials: the larger reductions in the upper blood pressure reading occurred at relatively low daily amounts and with durations of use of more than three months, not at high amounts.
A Meta-Analysis on Quantitative Calcium, Phosphorus and Magnesium Metabolism in Horses and Ponies
2024 · Animals
Synthesis of 42 studies: ponies had lower endogenous magnesium losses in the faeces and a higher apparent digestibility than large horses; on calculation, ponies needed about half and large horses 1.9 times the previous recommendation.
The effects of SCFAs on glycemic control in humans: a systematic review and meta-analysis
2022 · The American Journal of Clinical Nutrition
Across 46 studies with 913 participants, acetate, propionate, butyrate and mixtures had no effect on blood glucose or insulin; only vinegar lowered the acute glucose rise, and the authors rate the overall evidence as very uncertain.
Effects of cereal fibers on short-chain fatty acids in healthy subjects and patients: a meta-analysis of randomized clinical trials
2021 · Food & Function
In 14 intervention groups with 205 adults, cereal fibres raised acetate, propionate, butyrate and total short-chain fatty acids; the effect was more pronounced at a body mass index above 29, and not all fibre types acted alike.
The Role of Dietary Fibre in Modulating Gut Microbiota Dysbiosis in Patients with Type 2 Diabetes: A Systematic Review and Meta-Analysis of Randomised Controlled Trials
2020 · Nutrients
Across nine randomised trials, dietary fibre raised bifidobacteria and the sum of short-chain fatty acids and lowered HbA1c by 0.18 percentage points, while acetate, propionate and butyrate individually, along with fasting glucose and insulin resistance, remained unchanged.
Short-chain fatty acids as anti-inflammatory agents in overweight and obesity: a systematic review and meta-analysis
2022 · Nutrition Reviews
Across 61 studies (29 in humans, 32 in animals), prebiotics lowered C-reactive protein and lipopolysaccharide in humans, while tumour necrosis factor fell only in animal experiments; heterogeneity between preparations, doses and durations was very high.
Effect of dietary fiber on gut barrier function, gut microbiota, short-chain fatty acids, inflammation, and clinical outcomes in critically ill patients: A systematic review and meta-analysis
2022 · JPEN. Journal of Parenteral and Enteral Nutrition
In 21 studies with 2,084 critically ill people, dietary fibre improved gut barrier permeability, the inflammatory marker and length of stay, without significant differences in short-chain fatty acid concentrations.
Prebiotics in irritable bowel syndrome and other functional bowel disorders in adults: a systematic review and meta-analysis of randomized controlled trials
2019 · The American Journal of Clinical Nutrition
In eleven randomised trials with 729 people, prebiotics improved neither overall response nor abdominal pain, bloating or quality of life; they raised bifidobacteria, and inulin-type fructans even made bloating worse.
Characterization of short-chain fatty acids in patients with ulcerative colitis: a meta-analysis
2022 · BMC Gastroenterology
Across eleven studies, total fatty acids, acetate, propionate and valerate were lower in ulcerative colitis than in healthy people; butyrate was reduced in active disease but higher than in healthy people in remission, which weakens a simple deficiency hypothesis.
Epidemiological evidence of anti-Leptospira antibodies in horses at a global level (years 2015 to 2025): a systematic review and meta-analysis
2026 · Journal of Equine Veterinary Science
From 35 cross-sectional studies a pooled seroprevalence of 47.2 per cent emerges, with wide differences between the continents, from 71 per cent in North America to 27 per cent in Europe; the paper measures an exposure and derives no causal link with recurrent uveitis.
Meta-analysis of quantitative sleep parameters from childhood to old age in healthy individuals: developing normative sleep values across the human lifespan
2004 · Sleep
Normative values from 65 studies in 3,577 healthy people: effect sizes depended strongly on how strictly participants were filtered, which weakened or masked age relationships; in humans too, then, a normal value is method-dependent.
The neurocognitive consequences of sleep restriction: A meta-analytic review
2017 · Neuroscience and Biobehavioral Reviews
From 61 studies a modest disadvantage of short-term sleep restriction emerges in humans, detectable only for executive control, sustained attention and long-term memory; for multitasking, impulsive decisions and intelligence the data were insufficient.
Sleep's impact on emotional recognition memory: A meta-analysis of whole-night, nap, and REM sleep effects
2020 · Sleep Medicine Reviews
Across 1,059 observations, sleep did not generally improve recognition of emotional material; only a partial analysis of eight studies supports a special role for REM sleep over deep sleep.
Population-level impact and herd effects following the introduction of human papillomavirus vaccination programmes: updated systematic review and meta-analysis
2019 · The Lancet
Across 65 studies from 14 countries with data on 60 million people, the frequency of types 16 and 18 fell by 83 per cent in girls aged 13 to 19 and genital warts by 67 per cent in young women and by 48 per cent in men of the same age, which demonstrates herd protection for unvaccinated people as well.
Patterns of persistent genital human papillomavirus infection among women worldwide: a literature review and meta-analysis
2013 · International Journal of Cancer
From 86 studies with more than 100,000 women follow a mean duration of detection of around ten months and a mostly transient course of the infection; only persistence counts as the strongest risk factor for high-grade precursors.
Role of human papillomavirus (HPV) vaccination on HPV infection and recurrence of HPV related disease after local surgical treatment: systematic review and meta-analysis
2022 · BMJ
From 18 mostly observational studies follows a possible fall in recurrence of high-grade precursors after local surgery in vaccinated women, while the authors themselves rate the certainty of this evidence from very low to moderate and call for large randomised studies.
Placebo responses in randomized controlled trials for systemic therapy in atopic dermatitis: A systematic review and meta-analysis.
2020 · Journal of the American Academy of Dermatology
Across 64 randomised studies the response to sham treatment rose with a study duration of three months or more, with permitted accompanying treatments and with fewer study arms, and absence of blinding raised the response particularly at the level of skin lesions.
Analysis of animal-to-human translation shows that only 5% of animal-tested therapeutic interventions obtain regulatory approval for human applications
2024 · PLoS Biology
Umbrella review of 122 systematic reviews covering 367 interventions: 50 per cent reach a human study, 40 per cent a randomised trial and 5 per cent approval, with 86 per cent concordance of positive results and median times of 5, 7 and 10 years.
Outcome heterogeneity and bias in acute experimental spinal cord injury: A meta-analysis
2019 · Neurology
549 studies in 9,535 animals: mean reported improvement 26.3 per cent; 51.2 per cent without blinded assessment, with an effect inflated by 7.2 percentage points; 2 to 41 per cent of the experiments probably unpublished, and including them lowers the effect by 0.9 to 14.3 points.
A systematic review and meta-analysis of the efficacy of platelet-rich plasma products for treatment of equine joint disease
2024 · Equine Veterinary Journal
21 publications included, 5 of them amenable to meta-analysis: the pooled effect favoured platelet-rich plasma, yet most studies carried a high risk of bias; the authors call for randomised, blinded comparative studies and a uniform classification system.