Ai Koyanagi’s research while affiliated with Orden Hospitalaria San Juan de Dios and other places

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Publications (292)


Prevalence of fast-food consumption (%) across years by country (overall sample including both boys and girls). Fast-food consumption referred to eating from a fast-food restaurant at least once in the past 7 days.
Prevalence of fast-food consumption (%) across years by sex and country. Fast-food consumption referred to eating from a fast-food restaurant at least once in the past 7 days.
Secular Trends of Fast-Food Consumption Among Adolescents Aged 12–15 Years: A Global Analysis Including 18 Countries
  • Article
  • Full-text available

December 2024

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Ai Koyanagi

Consumption of fast-food in adolescence is detrimental to mental and physical health. However, data on the temporal trends of fast-food consumption in this population are scarce, particularly from non-Western or non-high-income settings. Therefore, we aimed to examine this trend in representative samples of school-going adolescents aged 12–15 years from 18 countries in Africa, Asia, and the Americas, which were predominantly low- and middle-income countries (LMICs). Data from the Global School–based Student Health Survey (GHSH) 2009–2017 were analyzed. Fast-food consumption referred to eating from a fast-food restaurant at least once in the past 7 days. The prevalence of fast-food consumption was calculated for each survey, and crude linear trends within each country were examined by linear regression models. Data on 74,055 students aged 12–15 years were analyzed (mean (standard deviation (SD)) age: 13.9 (1.0) years; 49.2% boys). The mean prevalence of fast-food consumption was 52.7%. Of the 18 countries included in the study, significant increasing, decreasing, and stable trends were observed in 5, 2, and 11 countries, respectively. The most drastic increases were observed in Morocco between 2010 (44.2%) and 2016 (62.2%) and Lebanon between 2011 (64.6%) and 2017 (77.1%). Significant decreasing trends were observed in Kuwait between 2011 (90.5%) and 2015 (75.1%) and Samoa between 2011 (78.9%) and 2017 (67.3%). The prevalence of fast-food consumption is overwhelmingly high among adolescents globally. Decreasing trends were only observed in two countries (Kuwait and Samoa). These data suggest that global strategies to tackle fast-food consumption among adolescents are urgently required.

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Prevalence of ADL disability by dynapenia and abdominal obesity status
Sample characteristics (overall and by ADL disability)
Dynapenic abdominal obesity and activities of daily living disability among older adults residing in low- and middle-income countries

October 2024

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22 Reads

Aging Clinical and Experimental Research

Background Dynapenic abdominal obesity (DAO) may be associated with an increased risk of disability. However, to date, this has not been investigated in low- and middle-income countries (LMICs), while the mediators are largely unknown. Aims Therefore, we aimed to investigate the association between DAO and activities of daily living (ADL) disability, and to identify potential mediators among older adults from six LMICs. Methods Cross-sectional, nationally representative data from the WHO Study on global AGEing and adult health were analyzed. Data on 20,198 adults aged ≥ 60 years were analyzed [mean (SD) age 69.3 (13.1) years; 54.1% females]. Dynapenia was defined as handgrip strength of < 26 kg for men and < 16 kg for women. Abdominal obesity was defined as waist circumference of > 88 cm for women and > 102 cm for men. DAO was defined as having both dynapenia and abdominal obesity. Disability was defined as severe or extreme difficulty in conducting at least one of six types of ADL. Multivariable logistic regression and mediation analysis were conducted. Results Compared to no dynapenia and no abdominal obesity, DAO was significantly associated with 2.08 (95%CI = 1.37–3.17) times higher odds for ADL disability Mediation analysis showed that diabetes (mediated percentage 4.7%), hypertension (7.2%), and angina (7.7%) were significant mediators in the association between DAO and ADL disability. Conclusions DAO was associated with increased odds for ADL disability among older adults from LMICs. Future longitudinal studies are warranted to assess temporal associations, and whether addressing or preventing DAO can impact on future occurrence of disability.


Figure 1
Fig. 5, indicating that teriparatide's benefits on lumbar BMD emerge over time, especially at 18 and 24 months, suggesting the importance of long-term treatment for bone density improvements.
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Figure 7
Teriparatide in postmenopausal osteoporosis: uncovering novel insights into efficacy and safety compared to other treatments - a systematic review and meta-analysis

September 2024

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30 Reads

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1 Citation

EFORT Open Reviews

Objective The aim of the study was to evaluate the efficacy and safety of teriparatide compared to other treatments for postmenopausal osteoporosis. Methods A review of studies from 2000 to January 2023 analyzed randomized controlled trials on postmenopausal women treated with teriparatide (PTH 1–34), comparing it to placebo or other osteoporosis treatments. The analysis focused on bone mineral density (BMD), bone turnover markers, and clinical outcomes, employing Review Manager 5.4.1 and the RoB 2 tool for bias assessment. Results Our analysis of 23 randomized controlled trials (RCTs) found that PTH (134) treatment significantly increased lumbar spine BMD (mean difference (MD) = 0.02, 95% CI: 0.01–0.03) and femoral neck BMD (MD = 0.01, 95% CI: 0.00–0.01). However, there were no significant changes in total hip and radial bone BMD among the 3536 and 2046 participants, respectively. We also found that PTH (1–34) increased P1NP in a larger cohort ( n = 1415) when compared to osteocalcin ( n = 206). Although the risk of adverse events increased (relative risk (RR) = 1.65, 95% CI: 1.32–2.07), the incidence of fractures decreased significantly (RR = 0.57, 95% CI: 0.45–0.072), with no significant difference observed in mortality rates between treatment and control groups. Conclusion Teriparatide improves lumbar spine and femoral neck BMD in postmenopausal women. Particularly notable is the novel finding regarding its effect on radius BMD, an area less explored in previous research. Despite an uptick in adverse events, the marked decrease in fracture incidence confirms its clinical utility for high-risk osteoporosis patients, highlighting the necessity for ongoing investigations into its full skeletal effects.


Study workflow.
ROC curves of the random forest model. Mean ROC curve from tenfold cross-validation on the original dataset. ROC receiver operating characteristic, AUC area under the ROC curve.
Top 15 feature-importance of the random forest model. Cr creatinine, HbA1c glycated hemoglobin, AST aspartate transaminase, ALP alkaline phosphatase, ALT alanine transaminase, HDL high-density lipoprotein, TG triglyceride, TC total cholesterol, LDL low-density lipoprotein, CCB calcium channel blocker, DU diuretics, BMI body mass index, CeVD cerebrovascular disease.
Prediction model for cardiovascular disease in patients with diabetes using machine learning derived and validated in two independent Korean cohorts

June 2024

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67 Reads

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3 Citations

This study aimed to develop and validate a machine learning (ML) model tailored to the Korean population with type 2 diabetes mellitus (T2DM) to provide a superior method for predicting the development of cardiovascular disease (CVD), a major chronic complication in these patients. We used data from two cohorts, namely the discovery (one hospital; n = 12,809) and validation (two hospitals; n = 2019) cohorts, recruited between 2008 and 2022. The outcome of interest was the presence or absence of CVD at 3 years. We selected various ML-based models with hyperparameter tuning in the discovery cohort and performed area under the receiver operating characteristic curve (AUROC) analysis in the validation cohort. CVD was observed in 1238 (10.2%) patients in the discovery cohort. The random forest (RF) model exhibited the best overall performance among the models, with an AUROC of 0.830 (95% confidence interval [CI] 0.818–0.842) in the discovery dataset and 0.722 (95% CI 0.660–0.783) in the validation dataset. Creatinine and glycated hemoglobin levels were the most influential factors in the RF model. This study introduces a pioneering ML-based model for predicting CVD in Korean patients with T2DM, outperforming existing prediction tools and providing a groundbreaking approach for early personalized preventive medicine.


Trends of acute (A, B) and chronic (C-F) hepatitis B and hepatitis C age-standardized rates of prevalence, incidence, mortality, years lived with disability (YLDs), years of life lost (YLLs) and disability-adjusted life years (DALYs) per 100 000 population in Greece, Italy, Portugal, Spain and Western Europe from 2000 to 2019 (Global Burden of Disease Study 2019). The shadows around the lines represent the 95% confidence interval of the estimates
Impact of the 2008 economic crisis on the burden of hepatitis B and C diseases in Southern European countries

June 2024

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67 Reads

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1 Citation

BMC Public Health

Background The economic crisis that began in 2008 has severely affected Southern (Greece, Italy, Portugal, Spain) Western European (SWE) countries of Western Europe (WE) and may have affected ongoing efforts to eliminate viral hepatitis. This study was conducted to investigate the impact of the economic crisis on the burden of HBV and HCV disease. Methods Global Burden of Diseases 2019 data were used to analyse the rates of epidemiological metrics of HBV and HCV acute and chronic infections in SWE and WE. Time series modelling was performed to quantify the impact of healthcare expenditure on the time trend of HBV and HCV disease burden in 2000–2019. Results Declining trends in incidence and prevalence rates of acute HBV (aHBV) and chronic HBV were observed in SWE and WE, with the pace of decline being slower in the post-austerity period (2010–2019) and mortality due to HBV stabilised in SWE. Acute HCV (aHCV) metrics and chronic HCV incidence and mortality showed a stable trend in SWE and WE, whereas the prevalence of chronic HCV showed an oscillating trend, decreasing in WE in 2010–2019 (p < 0.001). Liver cancer due to both hepatitis infections showed a stagnant burden over time. An inverse association was observed between health expenditure and metrics of both acute and chronic HBV and HCV. Conclusions Epidemiological metrics for HBV and HCV showed a slower pace of decline in the post-austerity period with better improvement for HBV, a stabilisation of mortality and a stagnant burden for liver cancer due to both hepatitis infections. The economic crisis of 2008 had a negative impact on the burden of hepatitis B and C. Elimination of HBV and HCV by 2030 will be a major challenge in the SWE countries.


National trends in sexual intercourse and usage of contraception among Korean adolescents

June 2024

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43 Reads

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4 Citations

World Journal of Pediatrics

The exact influence of the COVID-19 pandemic on sexual intercourse and usage of contraception remains largely uncharted territory. To bridge this gap in knowledge, we conducted a comprehensive, cross-sectional examination of long-term trends in the prevalence of sexual intercourse and usage of contraception among South Korean adolescents from 2006 to 2022. In our research, we drew upon data encompassing 1,138,799 South Korean adolescents aged 12 to 18 years, derived from the Korean Youth Risk Behavior Web-based Survey (KYRBS) over a period spanning from 2006 to 2022. We focused on the prevalence of sexual intercourse, contraception utilization, and the underlying associated factors among this demographic. The KYRBS data was collected using a complex sampling strategy to determine the national prevalence estimates and shifts in prevalence before (2006–2019) and during (2020–2022) the COVID-19 pandemic era. During the pre-pandemic period, a decrease in adolescent sexual intercourse was observed (6.34% in 2006, 5.53% in 2012, and 5.87% in 2019). However, in the post-pandemic period (2020–2022), there was a surge in sexual intercourse (4.55% in 2020 and 6.20% in 2022). This evident alteration in sexual intercourse trajectory between pre- and post-pandemic periods was statistically significant [βdiff, 0.950; 95% confidence interval (CI), 0.756–1.144]. Regarding contraceptive use among South Korean adolescents, there was an increase in the pre-COVID-19 pandemic phase across all demographic segments (14.61% in 2006, 22.30% in 2012, and 47.69% in 2022) but a notable decline when compared with the pre- and post-pandemic periods (βdiff, − 0.319; 95% CI, − 0.454 to − 0.184). Additionally, during the study period, a decrease in sexual intercourse was observed in the pre-pandemic period (β, − 0.129; 95% CI, − 0.148 to − 0.110), followed by an increase in the post-pandemic period (β, 0.821; 95% CI, 0.627 to 1.014). This shift is highlighted by an effect size of 0.96 [weighted odds ratio (wOR); 95% CI, 0.92 to 1.00], indicating a substantial change in adolescent sexual behaviors across study periods. The increase in sexual intercourse and decrease in usage of contraception observed in our study between the pre- and post-COVID-19 periods suggests a potential threat to sexual health among South Korean adolescents. This trend emphasizes the ongoing necessity of raising awareness about adolescent sexual behavior in South Korea.


Flow chart
Mild cognitive impairment predicts the onset of Sarcopenia: a longitudinal analysis from the English Longitudinal Study on Ageing

June 2024

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1 Citation

Aging Clinical and Experimental Research

Background Mild cognitive impairment (MCI) and sarcopenia are two common conditions in older people. It is not widely known if MCI could predict the onset of sarcopenia. Therefore, we aimed to investigate whether MCI could predict the occurrence of sarcopenia in a population of older adults. Methods In the ELSA (English Longitudinal Study on Ageing), MCI was defined as the absence of dementia, preserved functional capacity and low performance in three objective cognitive tests. Sarcopenia was diagnosed as having low handgrip strength and low skeletal muscle mass index during follow-up. The longitudinal association between MCI at the baseline and incident sarcopenia was assessed using a multivariable logistic regression model, reporting the data as adjusted odds ratios (OR) and 95% confidence intervals (95%CI). Results 3,106 participants (mean age of 63.1 years; 55.3% males) were included. People with MCI reported significantly lower mean handgrip strength values and Skeletal Mass Index (SMI), as well as a higher prevalence of obesity at baseline. At baseline, 729 people had MCI and during the ten years follow-up period, 12.1% of the initial population included had sarcopenia. On multivariate analysis, adjusted for 18 potential confounders, the presence of MCI (OR = 1.236; 95%CI: 1.090–1.596, p = 0.01) significantly predicted the onset of sarcopenia during follow-up. Conclusion The presence of MCI at baseline was associated with a higher incidence of sarcopenia at ten-years follow-up, demonstrating a likely role of MCI as a predictor of the onset of sarcopenia in older people.


Characteristics of included studies
Effects of therapeutic ultrasound in patients with knee osteoarthritis: A systematic review and meta-analysis

May 2024

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123 Reads

Heliyon

Background Therapeutic ultrasound (US) is a treatment for knee osteoarthritis (KOA), but its efficacy and safety are unclear. The objective of this study is to quantify the effect of US on pain relief and function recovery in KOA, and to analyze the US treatment duration and parameters on treatment outcome. Methods We searched PubMed, MEDLINE, EMBASE, Google Scholar, Cochrane databases and ClinicalTrials.gov databases up to 7 April 2023. RCTs that compared the efficacy of therapeutic US with the control in KOA were included in the study, and the methodological quality of the trials was assessed using the Cochrane Risk of Bias tool. Results Twenty-one RCTs (1315 patients) were included. US had a positive effect on visual analog scale (VAS) (SMD = -0.64, 95% CI [-0.88, -0.40], I2 = 71%) and Western Ontario and McMaster Universities (WOMAC) total scale (SMD = -0.45, 95% CI [-0.69, -0.20]; I2 = 67%) . Pulsed US with an intensity ≤2.5 W/cm2 reduced visual analog scale (VAS), and differed in sessions (24 sessions (SMD = -0.80, 95% CI [-1.07, -0.53], I2 = 0%) vs 10 sessions (SMD = -0.71, 95% CI [-1.09, -0.33], I2= 68%)). For pulsed US, a duration of treatment of 4-8 weeks (SMD = -0.69, 95% CI [-1.13, -0.25], I2 = 73%) appeared to be superior to ≤4 weeks (SMD = -0.77, 95% CI [-1.04, -0.49], I2 = 0%) for reducing visual analog scale (VAS). No US treatment-related adverse events were reported. Conclusion Therapeutic US may be a safe and effective treatment for patients with KOA. The mode, intensity, frequency, and duration of US may affect the effectiveness of pain relief. Pulsed US with an intensity ≤ 2.5 W/cm2, 24 sessions, and a treatment duration of ≤ 4 weeks appears to have better pain relief.


Prenatal opioid exposure and subsequent risk of neuropsychiatric disorders in children: nationwide birth cohort study in South Korea

April 2024

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131 Reads

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18 Citations

BMJ: British Medical Journal

Objective To investigate the potential association between prenatal opioid exposure and the risk of neuropsychiatric disorders in children. Design Nationwide birth cohort study. Setting From 1 January 2009 to 31 December 2020, birth cohort data of pregnant women in South Korea linked to their liveborn infants from the National Health Insurance Service of South Korea were collected. Participants All 3 251 594 infants (paired mothers, n=2 369 322; age 32.1 years (standard deviation 4.2)) in South Korea from the start of 2010 to the end of 2017, with follow-up from the date of birth until the date of death or 31 December 2020, were included. Main outcome measures Diagnosis of neuropsychiatric disorders in liveborn infants with mental and behaviour disorders (International Classification of Diseases 10th edition codes F00-99). Follow-up continued until the first diagnosis of neuropsychiatric disorder, 31 December 2020 (end of the study period), or the date of death, whichever occurred first. Eight cohorts were created: three cohorts (full unmatched, propensity score matched, and child screening cohorts) were formed, all of which were paired with sibling comparison cohorts, in addition to two more propensity score groups. Multiple subgroup analyses were performed. Results Of the 3 128 571 infants included (from 2 299 664 mothers), we identified 2 912 559 (51.3% male, 48.7% female) infants with no prenatal opioid exposure and 216 012 (51.2% male, 48.8% female) infants with prenatal opioid exposure. The risk of neuropsychiatric disorders in the child with prenatal opioid exposure was 1.07 (95% confidence interval 1.05 to 1.10) for fully adjusted hazard ratio in the matched cohort, but no significant association was noted in the sibling comparison cohort (hazard ratio 1.00 (0.93 to 1.07)). Prenatal opioid exposure during the first trimester (1.11 (1.07 to 1.15)), higher opioid doses (1.15 (1.09 to 1.21)), and long term opioid use of 60 days or more (1.95 (1.24 to 3.06)) were associated with an increased risk of neuropsychiatric disorders in the child. Prenatal opioid exposure modestly increased the risk of severe neuropsychiatric disorders (1.30 (1.15 to 1.46)), mood disorders, attention deficit hyperactivity disorder, and intellectual disability in the child. Conclusions Opioid use during pregnancy was not associated with a substantial increase in the risk of neuropsychiatric disorders in the offspring. A slightly increased risk of neuropsychiatric disorders was observed, but this should not be considered clinically meaningful given the observational nature of the study, and limited to high opioid dose, more than one opioid used, longer duration of exposure, opioid exposure during early pregnancy, and only to some neuropsychiatric disorders.


Annual-level overall CSP of adolescents in South Korea between 2005 and 2022, weighted %, in the KYRBS. Data are as observed (measured, black line; trend, blue line) from an interrupted time-series analysis. Dashed red line shows predicted prevalence if the tobacco tax increase and the COVID-19 pandemic didn’t occur.
National prevalence of smoking among adolescents at tobacco tax increase and COVID-19 pandemic in South Korea, 2005-2022

April 2024

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42 Reads

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8 Citations

Prior research has predominantly focused on the overall effects of the tobacco tax increase and the COVID-19 pandemic on adolescent smoking behavior. However, there is a need to examine both the immediate and sustained associations of these two factors on subgroups of adolescents, employing an interrupted time-series model. We aimed to investigate the immediate and sustained association of tobacco tax increase and the COVID-19 pandemic on adolescent smoking prevalence. This study utilized data from the Korea Youth Risk Behavior Web-Based Survey to analyze the prevalence of current smoking among all participants (CSP) and the prevalence of daily smoking among current smokers (DSP) of Korean adolescents (n = 1,159,995; mean, age 14.99; male 51.5%) over 18 years from 2005 to 2022. The study examined 18-year trends in CSP and DSP among Korean adolescents, emphasizing the influences of the 2015 tobacco tax increase and the COVID-19 pandemic, using β coefficients and their differences (βdiff) from an interrupted time-series ARIMA model. While CSP exhibited a decreasing trend, DSP exhibited an increasing trend. Tobacco tax increase was associated with both the short and long terms in smoking prevalence, however, the short-term association on prevalence (CSP, − 3.076 [95% CI, − 3.707 to − 2.445]; DSP, − 4.112 [95% CI, − 6.488 to − 1.735]) was stronger. The pandemic was associated with an immediate increase in DSP (9.345 [95% CI, 5.285–13.406]). These effects were strongest among adolescents from low economic status and those exposed to familial secondhand smoking. Supportive programs for adolescents in low-income families will help overcome the effects associated with the pandemic. As a tobacco tax increase was associated with a reduction in smoking prevalence, this could be one method to overcome the effects of the pandemic.


Citations (82)


... The optimal model was based on its minimized MAE and RMSE values approaching zero, coupled with an R 2 score close to one 15 . Our ML approach utilized a suite of algorithms including a random forest regressor, support vector regressor (SVR), XGBoost regressor, decision tree regressor, and AdaBoost regressor 16,17 . These algorithms were selected for their ability to handle non-linear relationships and discern intricate interactions within the data. ...

Reference:

Predictive model for abdominal liposuction volume in patients with obesity using machine learning in a longitudinal multi-center study in Korea
Prediction model for cardiovascular disease in patients with diabetes using machine learning derived and validated in two independent Korean cohorts

... The clinical challenge of the disease is that it is an aggressive disease with a high mortality rate, even after improvements in medical treatment. The incidence of AIE has remained largely stable over the last couple of decades, with an approximate annual incidence of 3-10 per 100,000 subjects (Palladino, 2024). However, mortality remains as high as 15%-30% in many series due to complications from heart failure, systemic embolization, and persistent bacteremia. ...

Impact of the 2008 economic crisis on the burden of hepatitis B and C diseases in Southern European countries

BMC Public Health

... This study utilized annual data from 2011 to 2022 from the Korea Youth Risk Behavior Web-based Survey (KYRBS), a nationwide cross-sectional survey that has been conducted annually since 2005 to evaluate the health status and health risk behaviors of adolescents [17][18][19]. The survey is conducted under the direction of the Korea Disease Control and Prevention Agency (KDCA) and the Korean Ministry of Education. ...

National trends in sexual intercourse and usage of contraception among Korean adolescents
  • Citing Article
  • June 2024

World Journal of Pediatrics

... Whilst associations between dementia and fractures may in part reflect shared risk factors, there are likely to be direct causal relationships, possibly bidirectionally [54] or mediated through other factors such as muscle loss [55,56]. In the English Longitudinal Study on Ageing, the presence of MCI was shown to be associated with a higher incidence of sarcopenia at ten-years follow-up (OR 1.24, 95% CI 1.09-1.60 in a multivariate analysis), demonstrating a likely role of MCI as a predictor of the onset of sarcopenia in older people [57]. Osteosarcopenia, the combination of osteoporosis and sarcopenia [58], is associated with cognitive impairment, due to similar risk factors including genetics, endocrine function and mechanical factors, in addition to the suppression of nutrition and appetite (and hence lower protein intake). ...

Mild cognitive impairment predicts the onset of Sarcopenia: a longitudinal analysis from the English Longitudinal Study on Ageing

Aging Clinical and Experimental Research

... In the crude disproportionality analysis, infliximab showed a lower frequency, etanercept showed a comparable frequency, and adalimumab showed a higher frequency of pregnancy-related adverse outcomes. However, in the multivariable and sensitivity analyses, etanercept, infliximab, and adalimumab all showed lower or comparable frequencies of pregnancy-related adverse outcomes, indicating their safety during pregnancy is comparable to that of certolizumab pegol, consistent with the previous studies [8,21,25,36]. ...

Prenatal opioid exposure and subsequent risk of neuropsychiatric disorders in children: nationwide birth cohort study in South Korea

BMJ: British Medical Journal

... At the country level, policies must consider the unique challenges faced by nations at different stages of economic development. The higher smoking prevalence observed in upper-and middle-income countries suggests a need for strong regulation of tobacco marketing and accessibility during periods of economic transition.29 Governments should prioritise implementing and strengthening tobacco control policies during these transitions, particularly in countries where regulatory enforcement may be weakened. ...

National prevalence of smoking among adolescents at tobacco tax increase and COVID-19 pandemic in South Korea, 2005-2022
Prenatal and postnatal exposure to antibiotics and risk of food allergy in the offspring: A nationwide birth cohort study in South Korea

... Both studies identified gender differences, with women more frequently affected; our findings showed higher odds for women being diagnosed with IBS (OR 1.64) and FD (OR 1.61), consistent with the Rome Foundation study [25]. Of relevance, the recent systematic review of Lee et al. [26] found the global prevalence of functional dyspepsia (FD) to be 8.4% (95% CI 7.4-9.5), with variations based on diagnostic criteria, region, and demographics. ...

Global prevalence of functional dyspepsia according to Rome criteria, 1990–2020: a systematic review and meta-analysis

... The prevalence of sarcopenia was 21.1% as found in this study confirming the fact that sarcopenia is prevalent among the elderly retired Nigerian soldiers. This is lower than the weighted African prevalence of 25.72% as reported in a recent systematic review [19]. In comparison with a similar study conducted within the same northwestern zone, Nigeria among non-veteran community-dwelling elderly people aged 60 years and older, Awotidebe et al. found a prevalence of 36.2% [20] which is still higher than the prevalence we found in this study. ...

Prevalence of sarcopenia in Africa: a systematic review and meta-analysis of observational studies

Aging Clinical and Experimental Research