Epidemiology and Health

From articles published in Epidemiology and Health during the past two years (2021 ~ ).

Methods

Korea National Health and Nutrition Examination Survey, 20th anniversary: accomplishments and future directions: Kyungwon Oh, Yoonjung Kim, Sanghui Kweon, Soyeon Kim, Sungha Yun, Suyeon Park, Yeon-Kyeng Lee, Youngtaek Kim, Ok Park, Eun Kyeong Jeong; Epidemiol Health. 2021;43:e2021025. Published online April 19, 2021; DOI: https://doi.org/10.4178/epih.e2021025

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40 Citations

Abstract Summary PDF Supplementary Material

Abstract

The Korea National Health and Nutrition Examination Survey (KNHANES) was initiated in 1998 to provide evidence for the development and evaluation of health policies and programs. The Korea Disease Control and Prevention Agency is responsible for the KNHANES and has conducted it as a series of surveys. Over the past 20 years, efforts to produce accurate, timely, and nationwide health statistics have been refined by establishing a continuous annual survey system with full-time field staff, incrementally expanding survey components, collaborating with relevant academic societies for quality control, and revising the survey methods. Additionally, the utility of the collected data was increased by linking the KNHANES data with related data from other government agencies or institutions and making the overall data publicly available on the official website of KNHANES (https://knhanes.kdca.go.kr). Additional long-term plans are being developed, including plans to continue producing nationwide health indicators and invigorating the utilization of the KNHANES data.

Summary

Korean summary
국민건강영양조사는 국민건강증진법제16조에 근거하여 1998년부터 우리 국민의 건강수준, 건강행태, 식품 및 영양소 섭취 실태에 대한 국가단위 통계를 산출하는 조사사업이다. 본 연구에서는 건강지표 생산 확대, 조사 자료 활용도 향상 등 20년간의 성과를 요약하고 사회환경과 조사여건 변화를 반영한 건강통계 생산의 발전 방안을 제시하였다.

Key Message
The Korea National Health and Nutrition Examination Survey (KNHANES) is an ongoing surveillance system that was initiated in 1998 based on Ar¬ticle 16 of the National Health Promotion Act to produce nationwide statistics regarding the health status, health behaviors, and food and nutrient consumption of the Korean population. In this study, the 20-year accomplishments of the KNHANES including vigorous production of health indicators and improvement of data utilization are summarized, and future plans are presented to improve the health statistics to reflect changes in the social and survey environments.

Citations

Citations to this article as recorded by

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Obesity Research & Clinical Practice.2023; 17(2): 116. CrossRef
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Young-Ah Choi, Yeo Hyung Kim
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Kayoung Lee
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Temporal Trends of the Prevalence of Abdominal Obesity and Metabolic Syndrome in Korean Children and Adolescents between 2007 and 2020
Jieun Lee, Sung-Chan Kang, Obin Kwon, Seung-sik Hwang, Jin Soo Moon, Hyun Wook Chae, Jaehyun Kim
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Jung Soo Lee, Mina Park, Yeo Hyung Kim
Healthcare.2023; 11(13): 1974. CrossRef
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Zi-Lan Wang, Seung-Hee Ryu, Kwang-Hak Bae, Seon-Jip Kim, Hyun-Jae Cho
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Hyeon Chang Kim, Hokyou Lee, Hyeok-Hee Lee, Gabin Lee, Eunji Kim, Moses Song, Jenny Moon, Yeeun Seo
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Sex-Specific Trends in the Prevalence of Hypertension and the Number of People With Hypertension: Analysis of the Korea National Health and Nutrition Examination Survey (KNHANES) 1998–2018
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Inverse Association of Serum Folate Level with Metabolic Syndrome and Its Components in Korean Premenopausal Women: Findings of the 2016–2018 Korean National Health Nutrition Examination Survey
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Obesity, hypertension, diabetes mellitus, and hypercholesterolemia in Korean adults before and during the COVID-19 pandemic: a special report of the 2020 Korea National Health and Nutrition Examination Survey
Ga Bin Lee, Yoonjung Kim, Suyeon Park, Hyeon Chang Kim, Kyungwon Oh
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Mental health of Korean adults before and during the COVID-19 pandemic: a special report of the 2020 Korea National Health and Nutrition Examination Survey
Hyunsuk Jeong, Suyeon Park, Jihee Kim, Kyungwon Oh, Hyeon Woo Yim
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Diabetes Fact Sheet in Korea 2021
Jae Hyun Bae, Kyung-Do Han, Seung-Hyun Ko, Ye Seul Yang, Jong Han Choi, Kyung Mook Choi, Hyuk-Sang Kwon, Kyu Chang Won
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Hyun Yoon
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Yunmi Kim, Jiyun Kim
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Rihwa Choi, Sang Gon Lee, Eun Hee Lee
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Prevalence Trends of Metabolic Syndrome among Korean Children and Adolescents from a Population-Based Cross-Sectional Survey
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Low relative hand grip strength is associated with a higher risk for diabetes and impaired fasting glucose among the Korean population
Min Jin Lee, Ah Reum Khang, Dongwon Yi, Yang Ho Kang, Giacomo Pucci
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Menstrual and Reproductive Factors for Gastric Cancer in Postmenopausal Women: The 2007–2020 Korea National Health and Nutrition Examination Survey
Heekyoung Song, Jung Yoon Park, Ju Myung Song, Youngjae Yoon, Yong-Wook Kim
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Prevalence and management of hypertension in Korean adults
Hyeon Chang Kim
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COVID-19: Original Article

The role of vitamin D deficiency on COVID-19: a systematic review and meta-analysis of observational studies: Mehmet Onur Kaya, Esra Pamukçu, Burkay Yakar; Epidemiol Health. 2021;43:e2021074. Published online September 23, 2021; DOI: https://doi.org/10.4178/epih.e2021074

13,161 View
607 Download
33 Citations

Abstract Summary PDF Supplementary Material

Abstract

OBJECTIVES
Although vaccination has started, coronavirus disease 2019 (COVID-19) poses a continuing threat to public health. Therefore, in addition to vaccination, the use of supplements to support the immune system may be important. The purpose of this study was to synthesize evidence on the possible effect of low serum vitamin D levels (25[OH]D<20 ng/mL or 50 nmol/L) on COVID-19 infection and outcomes.

METHODS

We searched Google Scholar, PubMed, Scopus, Web of Science, and ScienceDirect without any language restrictions for articles published between January 1 and December 15, 2020. We performed 3 meta-analyses (called vitamin D and COVID-19 infection meta-analysis [D-CIMA], vitamin D and COVID-19 severity meta-analysis [D-CSMA], and vitamin D and COV ID-19 mortality meta-analysis [D-CMMA] for COVID-19 infection, severity, and mortality, respectively) to combine odds ratio values according to laboratory measurement units for vitamin D and the measured serum 25(OH)D level.

RESULTS

Twenty-one eligible studies were found to be relevant to the relationship between vitamin D and COVID-19 infection/outcomes (n=205,869). The D-CIMA meta-analysis showed that individuals with low serum vitamin D levels were 1.64 times (95% confidence interval [CI], 1.32 to 2.04; p<0.001) more likely to contract COVID-19. The D-CSMA meta-analysis showed that people with serum 25(OH)D levels below 20 ng/mL or 50 nmol/L were 2.42 times (95% CI, 1.13 to 5.18; p=0.022) more likely to have severe COVID-19. The D-CMMA meta-analysis showed that low vitamin D levels had no effect on COVID-19 mortality (OR, 1.64; 95% CI, 0.53 to 5.06, p=0.390).

CONCLUSIONS

According to our results, vitamin D deficiency may increase the risk of COVID-19 infection and the likelihood of severe disease. Therefore, we recommend vitamin D supplementation to prevent COVID-19 and its negative outcomes.

Summary

Key Message
Although vaccination has started, it seems that Covid-19 will continue to threaten public health for a long time. In addition to the vaccine, the use of supplements to support the immune system may also be important. The purpose of this study is to indicate the possible effect of low serum vitamin D (25(OH)D<20 ng/mL or 50nmol/L) on the Covid-19 infection and outcomes. According to our remarkable results, vitamin D deficiency increases the risk of Covid-19 infection and the potential for the severity of the disease. Therefore, vitamin D supplements should be added to prevention and treatment protocols for Covid-19 disease.

Citations

Citations to this article as recorded by

Vitamin D in the prevention or treatment of COVID-19
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Russian Journal for Personalized Medicine.2023; 2(6): 33. CrossRef
Vitamin D3 and COVID-19 Outcomes: An Umbrella Review of Systematic Reviews and Meta-Analyses
Fausto Petrelli, Simone Oldani, Karen Borgonovo, Mary Cabiddu, Giuseppina Dognini, Mara Ghilardi, Maria Chiara Parati, Daniela Petro’, Lorenzo Dottorini, Carmen Rea, Veronica Lonati, Andrea Luciani, Antonio Ghidini
Antioxidants.2023; 12(2): 247. CrossRef
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Nipith Charoenngam, Aunchalee Jaroenlapnopparat, Sofia K. Mettler, Ashna Grover
Biomedicines.2023; 11(2): 400. CrossRef
MC-Au/MSS-Z8 porous network assisted advanced electrochemical immunosensing of 25-hydroxyvitamin D3
Amandeep Kaur, Lavisha, Ganga Ram Chaudhary, Nirmal Prabhakar
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John V. Schloss
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Chrysoula Kosmeri, Foteini Balomenou, Dimitrios Rallis, Maria Baltogianni, Vasileios Giapros
British Journal of Nutrition.2023; 130(3): 417. CrossRef
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A. A. Mikhailova, K. A. Golovatyuk, D. I. Lagutina, A. T. Chernikova, E. Yu. Vasilieva, E. S. Bykova, T. L. Karonova
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Six years’ experience and trends of serum 25-hydroxy vitamin D concentration and the effect of vitamin D3 consumption on these trends
László Horváth, Sara Mirani, Michael Magdy Fahmy Girgis, Szilvia Rácz, Ildikó Bácskay, Harjit Pal Bhattoa, Béla E. Tóth
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Fabio Tateo, Sirio Fiorino, Luca Peruzzo, Maddalena Zippi, Dario De Biase, Federico Lari, Dora Melucci
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Mihaela Dediu, Ioana Mihaiela Ciuca, Liviu Laurentiu Pop, Daniela Iacob
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Effect of Cholecalciferol Supplementation on the Clinical Features and Inflammatory Markers in Hospitalized COVID-19 Patients: A Randomized, Open-Label, Single-Center Study
Tatiana L. Karonova, Ksenia A. Golovatyuk, Igor V. Kudryavtsev, Alena T. Chernikova, Arina A. Mikhaylova, Arthur D. Aquino, Daria I. Lagutina, Ekaterina K. Zaikova, Olga V. Kalinina, Alexey S. Golovkin, William B. Grant, Evgeny V. Shlyakhto
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Vitamin D Endocrine System and COVID-19: Treatment with Calcifediol
Jose Manuel Quesada-Gomez, José Lopez-Miranda, Marta Entrenas-Castillo, Antonio Casado-Díaz, Xavier Nogues y Solans, José Luis Mansur, Roger Bouillon
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Impaired Vitamin D Metabolism in Hospitalized COVID-19 Patients
Alexandra Povaliaeva, Viktor Bogdanov, Ekaterina Pigarova, Larisa Dzeranova, Nino Katamadze, Natalya Malysheva, Vitaliy Ioutsi, Larisa Nikankina, Liudmila Rozhinskaya, Natalia Mokrysheva
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Endrit Shahini, Francesco Pesce, Antonella Argentiero, Antonio Giovanni Solimando
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Cholecalciferol as part of complex therapy for acute COVID-19
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Nutraceuticals in prevention and management of COVID-19
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COVID-19: Special Article

Obesity, hypertension, diabetes mellitus, and hypercholesterolemia in Korean adults before and during the COVID-19 pandemic: a special report of the 2020 Korea National Health and Nutrition Examination Survey: Ga Bin Lee, Yoonjung Kim, Suyeon Park, Hyeon Chang Kim, Kyungwon Oh; Epidemiol Health. 2022;44:e2022041. Published online April 25, 2022; DOI: https://doi.org/10.4178/epih.e2022041

8,639 View
570 Download
14 Citations

Abstract Summary PDF Supplementary Material

Abstract

OBJECTIVES
We investigated trends in obesity, hypertension, diabetes, and hypercholesterolemia before and during the coronavirus disease 2019 (COVID-19) pandemic in the Korean adult population.

METHODS

Data from 60,098 participants in the Korea National Health and Nutritional Examination Survey between 2011 and 2020 aged ≥19 were used. The age-standardized prevalence and annual percent changes (APCs) were calculated for obesity (body mass index ≥25 kg/m2), hypertension (systolic/diastolic blood pressure ≥140/90 mmHg or under treatment), diabetes (hemoglobin A1c ≥6.5%, fasting glucose ≥126 mg/dL, physician diagnosis, or under treatment), and hypercholesterolemia (total cholesterol ≥240 mg/dL or under treatment).

RESULTS

Over the past decade (2011-2020), the age-standardized APCs (95% confidence intervals) for obesity, hypertension, diabetes and hypercholesterolemia were 3.0% (2.1 to 3.8), 0.1% (-1.3 to 1.5), 1.5% (-1.0 to 4.0) and 8.0% (5.7 to 10.3), respectively, in men; and -0.2% (-1.5 to 1.2), -0.5% (-1.9 to 0.9), -0.1% (-2.3 to 2.2) and 5.9% (3.9 to 8.0), respectively, in women. In 2020 compared to the previous 3 years (2017-2019), obesity, hypertension, diabetes, and hypercholesterolemia increased in men (6.0, 1.8, 1.9, and 2.8%p, respectively), but an increase was not apparent in women (2.5, -1.1, 0.8, and 0.7%p, respectively).

CONCLUSIONS

An increase in major chronic diseases was observed in Korean adults, especially men, during the COVID-19 pandemic. In order to reduce the burden of cardiovascular and metabolic diseases in the future, effective intervention strategies need to be developed according to the characteristics of the target groups.

Summary

Korean summary
한국인의 비만, 고혈압, 당뇨 및 고지혈증 유병률은 지난 10년간 전반적으로 증가하는 경향을 보였다. 특히, 코로나 19가 유행한 2020년에 남성의 주요 만성질환 유병률은 지난 3년 평균치와 비교하였을 때 모두 유의하게 증가하였다. 반면, 여성에서 만성질환 유병률의 뚜렷한 증가는 관찰되지 않았다.

Key Message
During COVID-19 pandemic, the overall increase in major chronic diseases was observed in Korean adults, and this trend was prominent in men. Accordingly, target-specific intervention strategies need to be developed to reduce the burden of cardiovascular and metabolic diseases in the future.

Citations

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Systematic Review

Prevalence of high-risk HPV genotypes in sub-Saharan Africa according to HIV status: a 20-year systematic review: Jude Ogechukwu Okoye, Chukwudi Amaechi Ofodile, Oluwaseun Kelechi Adeleke, Okechi Obioma; Epidemiol Health. 2021;43:e2021039. Published online May 25, 2021; DOI: https://doi.org/10.4178/epih.e2021039

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Abstract Summary PDF

Abstract

OBJECTIVES
This review assessed the rate of high-risk human papillomavirus (HPV) infection among women living in sub-Saharan Africa. It also determined the prevalence of high-risk HPV (hrHPV) among human immunodeficiency virus (HIV) seropositive (HIV+) and seronegative (HIV-) women in sub-Saharan Africa, pre-2010 and post-2010.

METHODS

In this systematic review, Google Scholar, PubMed Central, and Embase were searched to identify cohort and case-control studies that investigated the relationship between HIV and HPV infection. The database searches yielded 17 studies published between 1999 and 2018.

RESULTS

In the general population, the prevalence of any HPV/multiple HPV infections was higher among HIV+ (53.6/22.6%) than among HIV- women (26.5/7.3%) with odds ratios of 3.22 and 3.71, respectively (95% confidence interval, 3.00 to 3.42 and 2.39 to 5.75, p< 0.001). The prevalent HPV genotypes among HIV+ and HIV- women diagnosed with invasive cervical cancer (ICC) were HPV-16/18 and HPV-45. The prevalence of HPV-16, HPV-18, and HPV-45 was lower in 1999-2010 (3.8, 1.7, and 0.8%, respectively) than in 2011-2018 (19.1, 6.0, and 3.6%, respectively). Among women diagnosed with ICC, HIV+ women had a higher prevalence of HPV-56, HPV-31, and HPV-51 (7.3, 5.3, and 3.3%, respectively) than HIV- women (1.3, 2.2, and 0.4%, p< 0.001, p= 0.050, and p= 0.013, respectively).

CONCLUSIONS

The prevalence of HPV infection, multiple HPV infections, and non-vaccine HPV types were higher among HIV+ women than among HIV- women in sub-Saharan Africa. Although HIV infection influences the distribution of HPV types, this study suggests that cervical cancer incidence in sub-Saharan Africa is primarily driven by the prevalence of vaccine hrHPVs, especially HPV-16 and HPV-18.

Summary

Key Message
Despite increasing awareness of Human papillomavirus (HPV) among women and availability of HPV vaccines, mounting evidence shows that the age-standardized incidence rate of cervical cancer is increasing in sub-Saharan Africa. This review revealed the influences of some viruses on the trends of the disease between 1999-2010 and 2011-2018.

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Original Articles

Trends in the prevalence and management of major metabolic risk factors for chronic disease over 20 years: findings from the 1998-2018 Korea National Health and Nutrition Examination Survey: Yoonjung Kim, Sun Jin Nho, Gyeongji Woo, Hyejin Kim, Suyeon Park, Youngtaek Kim, Ok Park, Kyungwon Oh; Epidemiol Health. 2021;43:e2021028. Published online April 19, 2021; DOI: https://doi.org/10.4178/epih.e2021028

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Abstract Summary PDF Supplementary Material

Abstract

OBJECTIVES
We aimed to explore trends in the prevalence and management of obesity, hypertension, diabetes, and hypercholesterolemia in Korean adults from 1998 to 2018 using data from the Korea National Health and Nutrition Examination Survey (KNHANES).

METHODS

The study participants included 79,753 individuals aged ≥ 30 years who had participated in the health examination and health interview of the first (1998) to the seventh (2016-2018) KNHANES. The prevalence and management as well as annual percent change (APC) in chronic diseases were analyzed using SAS and the Joinpoint software program.

RESULTS

The prevalence of obesity in men significantly increased from 26.8% in 1998 to 44.7% in 2018 (APC= 1.9, p< 0.001), whereas that in women decreased slightly from 30.5% in 1998 to 28.3% in 2018 (APC= -0.5, p< 0.001). The prevalence of hypertension in men was 33.2% in 2018, with no significant change, whereas that in women slightly decreased to 23.1% in 2018 (APC= -0.9, p< 0.001). The prevalence of diabetes in men increased slightly from 10.5% in 2005 to 12.9% in 2018 (APC= 1.6, p< 0.001), whereas that in women remained at approximately 8%, with no significant change. The prevalence of hypercholesterolemia in both men and women increased 3-fold in 2018 (20.9% in men [APC = 8.2, p < 0.001] and 21.4% in women [APC= 7.1, p< 0.001]) compared to that in 2005. The awareness rate, treatment rate, and control rate of hypertension and hypercholesterolemia increased 2-3 fold. Regarding diabetes, the treatment rate increased, but the control rate did not change.

CONCLUSIONS

Over the past 20 years, the prevalence of obesity (in men), diabetes, and hypercholesterolemia has increased and management indicators, such as the awareness rate, treatment rate, and control rate of chronic diseases, have improved continuously.

Summary

Korean summary
국민건강영양조사(1998-2018) 자료를 활용하여 우리나라 성인의 비만, 고혈압, 당뇨병, 고콜레스테롤혈증 유병률 및 관리수준을 분석한 결과, 20년 동안 비만(남자), 당뇨병, 고콜레스테롤혈증 만성질환의 유병 수준은 악화되고 있는 반면, 만성질환의 인지율, 치료율, 치료자 중 조절률 등 관리지표는 지속적으로 개선되고 있었다.

Key Message
We examined trends in the prevalence and management of obesity, hypertension, diabetes, and hypercholesterolemia in Korean adults from the 1998-2018 Korea National Health and Nutrition Examination Survey. Over the past 20 years, the prevalence of obesity (in men), diabetes, and hypercholesterolemia has increased and management indicators, such as the awareness rate, treatment rate, and control rate of chronic diseases, have improved continuously.

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Deaths and disability-adjusted life years of hypertension in China, South Korea, and Japan: A trend over the past 29 years
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Trends in health behaviors over 20 years: findings from the 1998-2018 Korea National Health and Nutrition Examination Survey: Soyeon Kim, Sunhye Choi, Jihee Kim, Suyeon Park, Young-Taek Kim, Ok Park, Kyungwon Oh; Epidemiol Health. 2021;43:e2021026. Published online April 19, 2021; DOI: https://doi.org/10.4178/epih.e2021026

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Abstract Summary PDF Supplementary Material

Abstract

OBJECTIVES
This study aimed to examine the trends in health behaviors in Korean population using data from the Korea National Health and Nutrition Examination Survey (KNHANES).

METHODS

The subjects were 96,408 adults aged 19 years or older who participated in the first (1998) through seventh (2016-2018) KNHANES health interview. The prevalence of health behaviors (cigarette smoking, alcohol drinking, and physical activity) and annual percent change (APC) were estimated using SAS and the Joinpoint program.

RESULTS

The prevalence of current cigarette smoking in men decreased by 2.8%p (APC= -2.8, p< 0.001) annually over the 20-year period, and the prevalence of exposure to secondhand smoke at home substantially decreased compared to 2005 (APC= -8.8, p< 0.001). Compared to 2005, the prevalence of current alcohol drinking in women, but not men, increased (APC= 2.0, p< 0.001), and the prevalence of binge drinking decreased in men (APC= -0.7, p< 0.001) and increased in women (APC= 2.4, p< 0.001). The prevalence of aerobic physical activity decreased from 2014 in both gendersd (p< 0.001). The prevalence of healthy behaviors practice (non-smoking, alcohol abstinence, and aerobic physical activity) was down-trending (APC= -5.3, p< 0.001), especially among women (APC= -6.4, p< 0.001).

CONCLUSIONS

Over the past 20 years, smoking behaviors improved. However, drinking behavior was unchanged and physical activity indicators markedly decreased. More active programs are necessary for improving health behaviors, which are major risk factors linked to chronic diseases.

Summary

Korean summary
국민건강영양조사(1998-2018) 자료를 활용하여 지난 20년간 성인의 건강행태를 분석한 결과 흡연율과 간접흡연 노출률은 지속적으로 감소하였고, 신체활동 실천율 또한 감소하였다. 월간음주율과 폭음률의 경우 남자는 큰 변화가 없었던 반면 여자는 모두 증가하였다.

Key Message
This study aimed to examine the trends in health behaviors in Korean population using data from the 1998-2018 Korea National Health and Nutrition Examination Survey (KNHANES). Over the past 20 years, the prevalence of cigarette smoking and exposure to secondhand smoke in Korean adults consistently decreased, as well as the prevalence of physical activity. There was no considerable change in men, whereas in women, the prevalence of alcohol drinking and binge drinking both increased.

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Alcoholic liver disease in relation to cancer incidence and mortality: Findings from a large, matched cohort study in South Korea
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Depression, anxiety, and stress in Korean general population during the COVID-19 pandemic: Hooyeon Lee, Dongwoo Choi, Jung Jae Lee; Epidemiol Health. 2022;44:e2022018. Published online January 18, 2022; DOI: https://doi.org/10.4178/epih.e2022018

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12 Citations

Abstract Summary PDF

Abstract

OBJECTIVES
The aim of this study was to investigate the prevalence and risk factors of poor mental health in the general Korean population during the coronavirus disease 2019 (COVID-19) pandemic.

METHODS

This cross-sectional, population-based, online survey-based study was conducted from November 5 to 20, 2020 and included adults aged 20-49 years in Chungnam Province, Korea. A total of 549 adults were included.

RESULTS

In total, 18.8% of the participants had symptoms of depression, 10.6% had symptoms of anxiety, and 5.1% had a high level of perceived stress during the COVID-19 pandemic. Higher levels of stress (odds ratio [OR], 3.13; 95% confidence interval [CI], 1.13 to 8.67), anxiety (OR, 2.33; 95% CI, 1.09 to 4.49), and depression (OR, 3.00; 95% CI, 1.64 to 5.50) were found among never married, widowed, divorced, and separated people than among married/cohabiting/partnered participants. Participants who felt increased stress at home during the COVID-19 outbreak reported more depression (OR, 2.45; 95% CI, 1.49 to 4.05) and anxiety (OR, 2.42; 95% CI, 1.31 to 4.50). Women had higher risks of anxiety (OR, 1.97; 95% CI, 1.09 to 3.58) and stress (OR, 6.40; 95% CI, 2.30 to 17.85) than men. Participants with the highest household income were less likely to report symptoms of stress than those with the lowest household income (OR, 0.24; 95% CI, 0.06 to 0.96).

CONCLUSIONS

The participants in this study exhibited poor mental health index scores, suggesting that some people are at risk for mental health problems during the COVID-19 pandemic. Being married was independently and significantly associated with a lower likelihood of depression, anxiety, and stress.

Summary

Korean summary
이 연구는 코로나-19 유행 기간 동안 정신건강 현황과 위험 요인을 알아보기 위한 단면연구이다. 코로나 19 유행 이후 가정내 스트레스가 증가했다고 응답한 경우 우울증과 불안감의 유병률이 높았다. 반면, 남성인 경우, 결혼했거나 동거인과 같이 살고 있는 경우에는 우울증, 불안 또는 스트레스의 유병률이 통계적으로 유의하게 낮았다. 마스크 착용하기, 비대면 활동 증가, 또는 사회적 거리두기 등 코로나 19의 유행을 통제하기 위한 많은 정책은 개인의 일상생활과 정신건강에 많은 영향을 미쳤다. 이 연구는 취약 집단을 발굴하고, 정신건강 회복을 위한 전략을 개발하는데 기초자료를 제공할 수 있다.

Key Message
This study revealed high prevalence rates of depression, anxiety, and stress in the general population of Korea aged 20-49 years during the COVID-19 pandemic. Participants who felt increased stress at home reported more depression and anxiety. Men and being married were significantly associated with a lower likelihood of depression, anxiety, or stress. The COVID-19 pandemic has been a traumatic event. In addition, the policies created to prevent its spread have disrupted daily living for the general population. Implementing strategies to promote resilience and support psychologically vulnerable individuals during the COVID-19 crisis is of fundamental importance.

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COVID-19: Perspective

Dengue and COVID-19 infections in the ASEAN region: a concurrent outbreak of viral diseases: Lowilius Wiyono, Ian Christoper N. Rocha, Trisha Denise D. Cedeño, Adriana Viola Miranda, Don Eliseo Lucero-Prisno III; Epidemiol Health. 2021;43:e2021070. Published online September 16, 2021; DOI: https://doi.org/10.4178/epih.e2021070

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Abstract Summary PDF

Abstract

Member countries of the Association of Southeast Asian Nations (ASEAN) have faced dengue outbreaks for decades, and the region has one of the highest rates of dengue globally. Outbreaks continue to occur concurrently with the coronavirus disease 2019 (COVID-19) pandemic in the 10 ASEAN countries. Both infectious diseases pose a tremendous burden in these countries related to both infection control and the economy. Increases in the number of dengue cases occurred in part due to disruptions in the pathogen-host-vector relationship caused by changes in human behaviour in response to the COVID-19 pandemic. The spread of dengue was further aggravated by the implementation of lockdowns and social distancing policies. These measures limited the coverage of dengue preventive programs and delayed the medical management of both diseases due to co-infection and misdiagnosis. It is of the utmost importance for the population to remain aware of both diseases, and dengue vector control strategies must be devised to properly address outbreaks using digitalization and remote surveillance. Similarly, critical triage algorithms and further research are also needed to combat co-infection and misdiagnosis. Controlling the spread of COVID-19 though vaccination should also be undertaken to reduce the impact of the pandemic.

Summary

Key Message
The rising dengue infection amidst the COVID-19 pandemic has indicated the need of response to mitigate the dangers of both dengue and COVID-19. Appropriate measurement from all ASEAN countries are needed to lower the number of cases and ease the burden of both dengue and COVID-19 management."

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Systematic Review

Association between gallstones and the risk of biliary tract cancer: a systematic review and meta-analysis: Dan Huang, Hyundeok Joo, Nan Song, Sooyoung Cho, Woosung Kim, Aesun Shin; Epidemiol Health. 2021;43:e2021011. Published online February 3, 2021; DOI: https://doi.org/10.4178/epih.e2021011

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Abstract

OBJECTIVES
Biliary tract cancers (BTCs) are rare but highly fatal. Although the etiology of BTC is poorly understood, gallstones are proposed to be a major risk factor. We conducted a systematic review and meta-analysis to examine the associations between gallstone characteristics and BTC risk.

METHODS

We searched the MEDLINE, Embase, and Cochrane Central databases and systematically reviewed cohort and case-control studies published before April 9, 2018. All the included studies reported appropriate risk estimates and confidence intervals (CIs) for associations between the presence, size, number, or duration of gallstones and the risk of BTC, including gallbladder cancer (GBC), extrahepatic bile duct cancer (EBDC), and ampulla of Vater cancer (AOVC). Summary odds ratios (ORs) and their 95% CIs were calculated using a random-effects model in the meta-analysis. Subgroup analyses were conducted to inspect sources of potential heterogeneity, and the Egger test was performed to assess publication bias.

RESULTS

Seven cohort studies and 23 case-control studies in Asian, European, and American populations were included. The presence of gallstones was associated with an increased risk of BTC (OR, 4.38; 95% CI, 3.23 to 5.93; I²=91.2%), GBC (OR, 7.26; 95% CI, 4.33 to 12.18), EBDC (OR, 3.17; 95% CI, 2.24 to 4.50), and AOVC (OR, 3.28; 95% CI, 1.33 to 8.11). Gallstone size (>1 vs. <1 cm; OR, 1.88; 95% CI, 1.10 to 3.22) was significantly associated with the risk of GBC.

CONCLUSIONS

Gallstone characteristics, such as presence, size, and number, are associated with an increased risk of BTC. However, significantly high heterogeneity in the meta-analyses is a limitation of this study.

Summary

Korean summary
The prevalence of APCT-detected sacroiliitis in CD patients was higher than that in controls, but the condition was asymptomatic. The clinical significance of asymptomatic sacroiliitis in Korean CD patients remains unclear.

Key Message
본 연구에서는 체계적 문헌고찰과 메타분석법을 활용하여 여러 선행연구에서 담도계암 전반과 담석의 다양한 특성사이에 연관성이 있는지 탐구하였다. 총 30개의 문헌을 분석한 결과 담석의 존재 여부가 담도계암과 각 하위 암의 위험을 모두 높이는 것으로 나타났고, 담석의 크기가 클수록 담낭암의 위험이 높은 것으로 드러났다. 본 연구는 담석과 담도계암 전반의 연관성에 대해 체계적으로 정리한 최초의 문헌으로서 담석과 담도계암의 관계에 대한 이해의 폭을 넓히고, 추후 해당 주제로 추가 연구를 수행하는 데에 있어 기준점이 될 수 있으리라 기대한다.

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COVID-19: Original Article

The impact of COVID-19 on screening for colorectal, gastric, breast, and cervical cancer in Korea: Hyeree Park, Seung Hee Seo, Jong Heon Park, Shin Hye Yoo, Bhumsuk Keam, Aesun Shin; Epidemiol Health. 2022;44:e2022053. Published online June 21, 2022; DOI: https://doi.org/10.4178/epih.e2022053

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Abstract Summary PDF Supplementary Material

Abstract

OBJECTIVES
The coronavirus disease 2019 (COVID-19) pandemic has affected the utilization of healthcare services, including participation in cancer screening programs. We compared cancer screening participation rates for colorectal, gastric, breast, and cervical cancers among participants in the National Cancer Screening Program (NCSP) in 2019 and 2020 to address the potential distraction effect of COVID-19 on cancer screening.

METHODS

Data from the NCSP for 4 cancer types (stomach, colorectal, breast, and cervical) in 2019 and 2020 were used to calculate cancer screening participation rates by calendar month, gender, age group, and geographical region. Monthly participation rates were analyzed per 1,000 eligible individuals.

RESULTS

The screening participation rate decreased in 2020 compared to 2019 for all 4 cancers: colorectal (40.5 vs. 35.3%), gastric (61.9 vs. 54.6%), breast (63.8 vs. 55.8%), and cervical (57.8 vs. 52.2%) cancers. Following 2 major COVID-19 waves in March and December 2020, the participation rates in the 4 types of cancer screening dropped compared with those in 2019. The highest decline was observed in the elderly population aged 80 years and older (percentage change: -21% for colorectal cancer; -20% for gastric cancer; -26% for breast cancer; -20% for cervical cancer).

CONCLUSIONS

After the 2 major COVID-19 waves, the screening participation rate for 4 types of cancer declined compared with 2019. Further studies are needed to identify the indirect effects of the COVID-19 pandemic on cancer patients, such as delayed diagnoses of cancer or excess cancer deaths.

Summary

Korean summary
본 연구는 코로나 대유행 기간 전과 후 대장암, 위암, 유방암, 자궁경부암 검진 수검률 차이를 비교하고자 하였다. 첫 코로나 확진자가 발생한 2020년을 코로나 대유행 기간, 전년도 기간인 2019년을 코로나 대유행 전 기간으로 설정하며 국민건강보험공단에서 집계된 전수자료를 이용하여 암 검진 대상자 수와 수검자 수를 비교 분석하였다. 4개 암종 모두에서 2019년도와 비교하여 2020년도에 전국적으로 수검률이 감소하는 경향이 있었으며, 1차 대유행이 있었던 3월과 3차 대유행 시기인 12월에 2019년도 동기간과 비교하여 수검률이 크게 감소하였고, 80대 이상 노인 인구에서 감소폭이 다른 연령대와 비교하여 크게 나타났다.

Key Message
We found decline of the colorectal, gastric, breast and cervical cancer screening participation rates in 2020 following the two major COVID-19 waves, compared with those of 2019, and the highest decline was observed in the elderly population aged 80 years and older.

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COVID-19: Special Article

Mental health of Korean adults before and during the COVID-19 pandemic: a special report of the 2020 Korea National Health and Nutrition Examination Survey: Hyunsuk Jeong, Suyeon Park, Jihee Kim, Kyungwon Oh, Hyeon Woo Yim; Epidemiol Health. 2022;44:e2022042. Published online April 25, 2022; DOI: https://doi.org/10.4178/epih.e2022042

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Abstract Summary PDF Supplementary Material

Abstract

OBJECTIVES
Coronavirus disease 2019 (COVID-19) and the associated social distancing, limited freedom, and fear of an uncertain future are expected to have substantial mental health effects. We investigated mental health responses in the community during the first year of the COVID-19 pandemic in Korea.

METHODS

We used 2016-2019 and 2020 data from the Korea National Health and Nutrition Examination Survey (KNHANES) to assess pre-pandemic and pandemic mental health status, respectively, in terms of perceived severe stress, depression, and suicidal plans. All analyses were gender-stratified. Pre-specified subgroup analyses were performed according to age, employment status, and household income.

RESULTS

The percentage of Korean adults with suicidal plans increased significantly from 1.3%p (95% confidence interval [CI], 1.1 to 1.5) in 2016-2019 to 1.8%p (95% CI, 1.4 to 2.1) in 2020. Individuals in their 20s and 40s showed a marked increase in suicidal plans (1.2%p; 95% CI, 0.0 to 2.3 and 0.9%p; 95% CI, 0.0 to 1.8, respectively). In men, depression and perceived severe stress increased significantly from pre-COVID-19 to 2020. There was a 2.4%p (95% CI, 0.8 to 4.0) increase in depression among standard workers and a 2.9%p increase in depression in individuals in the second-highest quintile of household income from 2016 and 2018 to 2020.

CONCLUSIONS

As COVID-19 continued, mental health issues such as suicidal plans, depression, and severe stress increased significantly in young men and people in the second-highest quintile of household income. Proactive community mental health efforts are needed to prevent increases in the suicide rate resulting from prolonged exposure to the COVID-19 pandemic.

Summary

Korean summary
코로나19 이전에 비해 코로나19 유행 첫 해 동안에 전체 인구에서 자살 계획 유병율이 유의하게 증가하였고 특히 20대-40대에서 증가 비율이 높았다. PHQ-9으로 측정한 우울증 유병율은 전체 남성에서 증가하였고 특히 30대 남성에서 증가 비율이 높았다. 코로나19 영향으로 자살 계획과 우울증과 같은 정신 건강 문제가 젊은 성인에서 크게 증가하였기 때문에 이러한 정신건강 문제가 자살률 증가로 이어지는 것을 방지하기 위해 국가적 차원의 체계적인 정책과 적극적인 지역사회 정신건강 중재가 필요하다.

Key Message
There was a significant increase in the prevalence of suicidal plan in the overall population during the first year of COVID-19 pandemic compared to pre-COVID-19. In particular, suicide plans increased among those in their 20s and 40s. The prevalence of PHQ-9 detected depression increased in all men, especially among men in their 30s. As mental health problems such as suicide planning and depression have significantly increased among young adults due to the impact of COVID-19, systematic policies at the national level and active community mental health interventions are needed to prevent these mental health problems from leading to an increase in suicide rates.

Citations

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Cohort Profile

Cohort profile: the Ewha Birth and Growth Study: Hye Ah Lee, Bohyun Park, Jungwon Min, Eun Jeong Choi, Ui Jeong Kim, Hyun Jin Park, Eun Ae Park, Su Jin Cho, Hae Soon Kim, Hwayoung Lee, Young Ju Kim, Young Sun Hong, Eui-Jung Kim, Eun Hee Ha, Hyesook Park; Epidemiol Health. 2021;43:e2021016. Published online February 22, 2021; DOI: https://doi.org/10.4178/epih.e2021016

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Abstract

With the introduction of life-course epidemiology, researchers realized the importance of identifying risk factors in early life to prevent chronic diseases. This led to the establishment of the Ewha Birth and Growth Study in 2001; the study is a prospective birth cohort designed to provide evidence of early life risk factors for a child’s growth and health. Participants were recruited from those who visited Ewha Womans University Mokdong Hospital (a tertiary hospital in southwest Seoul, Korea) for prenatal care at 24-28 weeks of gestation. In total, 891 mothers enrolled in this study between 2001 and 2006 and their offspring (n=940) were followed-up. Regular check-up examinations of offspring were conducted at 3 years, 5 years, and 7 years of age and every year thereafter. To consider age-related health issues, extensive data were collected using questionnaires and measurements. In 2021, the study subjects will reach 19 years of age, and we are planning a check-up examination for early adulthood. About 20 years have passed since the cohort data were collected, and we have published results on childhood health outcomes associated with prenatal and birth characteristics, genetic and epigenetic characteristics related to childhood metabolism, the effects of exposure to endocrine disruptors, and dietary patterns in childhood. Recently, we started reporting on topics related to adolescent health. The findings will facilitate identification of early life risk factors for chronic diseases and the development of interventions for diseases later in life.

Summary

Korean summary
이화영아성장코호트는 만성질환 예방을 위한 생애초기 위험인자에 대한 근거를 제공하기 위해 2001년에 시작되었습니다. 이화영아성장코호트는 국내에서 선도적인 장기 추적관찰 연구로, 소아기 건강과 관련된 산전 및 출생 시 특징, 소아기 대사와 관련된 유전적 혹은 후성학적 특성, 내분비 장애물질 노출에 따른 영향, 소아기의 식이패턴과 같은 다양한 연구결과들을 발표하였습니다. 추후 청년기의 자료 수집을 계획하고 있으며, 우리의 연구결과는 만성질환 예방을 위한 중재 개발에 기여할 것으로 기대됩니다.

Key Message
To provide evidence of early life risk factors for the prevention of chronic diseases, the Ewha Birth and Growth Study was started in 2001. The Ewha Birth and Growth cohort is a leading long-term follow-up study in Korea, and we have published results on childhood health outcomes associated with prenatal and birth characteristics, genetic and epigenetic characteristics related to childhood metabolism, the effects of exposure to endocrine disruptors, and dietary patterns in childhood. We are planning to collect data for early adulthood, and our findings will contribute to the development of interventions to prevent chronic diseases.

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Prospective association between phthalate exposure in childhood and liver function in adolescence: the Ewha Birth and Growth Cohort Study
Seonhwa Lee, Hye Ah Lee, Bohyun Park, Hyejin Han, Young Sun Hong, Eun Hee Ha, Hyesook Park
Environmental Health.2023;[Epub] CrossRef
BMI trajectory and inflammatory effects on metabolic syndrome in adolescents
Ui-Jeong Kim, Eun Jeong Choi, Hyunjin Park, Hye Ah Lee, Bohyun Park, Jungwon Min, Eun Ae Park, Su Jin Cho, Hae Soon Kim, Hwayoung Lee, Young Ju Kim, Young Sun Hong, Eun Hee Ha, Seungyoun Jung, Hyesook Park
Pediatric Research.2023; 94(1): 153. CrossRef
The Effect of Childhood Obesity or Sarcopenic Obesity on Metabolic Syndrome Risk in Adolescence: The Ewha Birth and Growth Study
Hyunjin Park, Seunghee Jun, Hye-Ah Lee, Hae Soon Kim, Young Sun Hong, Hyesook Park
Metabolites.2023; 13(1): 133. CrossRef
Synergistic effect of serum uric acid and body mass index trajectories during middle to late childhood on elevation of liver enzymes in early adolescence: Findings from the Ewha Birth and Growth Study
Sung Hee Lee, Eun Jeong Choi, Ui Jeong Kim, Hyunjin Park, Bomi Park, Hye Ah Lee, Hyesook Park, Linglin Xie
PLOS ONE.2023; 18(4): e0282830. CrossRef
The association between urinary cotinine level and metabolic syndrome profiles among adolescents: findings from the Ewha Birth and growth study
Hyunjin Park, Ui-Jeong Kim, Eun Jeong Choi, Seunghee Jun, Bomi Park, Hye Ah Lee, Hae Soon Kim, Hyesook Park
BMC Public Health.2023;[Epub] CrossRef
The Mediating Effect of Inflammation between the Dietary and Health-Related Behaviors and Metabolic Syndrome in Adolescence
Ui-Jeong Kim, Eun-Jeong Choi, Hyunjin Park, Hye-Ah Lee, Bomi Park, Haesoon Kim, Youngsun Hong, Seungyoun Jung, Hyesook Park
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Precision medicine via the integration of phenotype-genotype information in neonatal genome project
Xinran Dong, Tiantian Xiao, Bin Chen, Yulan Lu, Wenhao Zhou
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COVID-19: Brief Communication

Dynamics of hospitalizations and in-hospital deaths from COVID-19 in northeast Brazil: a retrospective analysis based on the circulation of SARS-CoV-2 variants and vaccination coverage: Paulo Ricardo Martins-Filho, Adriano Antunes de Souza Araújo, Lucindo José Quintans-Júnior, Bárbara dos Santos Soares, Waneska de Souza Barboza, Taise Ferreira Cavalcante, Victor Santana Santos; Epidemiol Health. 2022;44:e2022036. Published online April 5, 2022; DOI: https://doi.org/10.4178/epih.e2022036

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Abstract

This study investigated the dynamics of hospitalizations and in-hospital deaths from coronavirus disease 2019 (COVID-19) throughout the pandemic in northeast Brazil, the Brazilian region with the worst socioeconomic indicators. In total, 141,445 cases, 8,213 hospital admissions, and 1,644 in-hospital deaths from COVID-19 were registered from March 14, 2020 to February 5, 2022. The overall rates of hospitalization and in-hospital deaths were 5.8% and 20.0%, respectively. The hospitalization and death rates significantly decreased over time, which may have been related to progress in vaccination. During the spread of the Gamma variant (January to June 2021), most hospitalized individuals were young adults, and approximately 40% of deaths occurred in this age group. During the predominance of Delta (July to December 2021), over 75% of deaths occurred among the elderly and unvaccinated or partially vaccinated individuals. This rate decreased to 42.3% during the transmission of the Omicron variant (January to February 2022), during which 34.6% of deaths were recorded among fully vaccinated individuals (2 doses) and 23.1% among those who received full vaccination and a booster. The Omicron-driven third wave was associated with a rise in the proportion of deaths among vaccinated individuals, especially among those who had not received a booster dose.

Summary

Key Message
The Omicron-driven third wave in Brazil was associated with a rise in the proportion of deaths among vaccinated individuals, especially among those who had not received a booster dose

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Paulo Ricardo Martins-Filho, Jerocílio Maciel de Oliveira Júnior, Cliomar Alves dos Santos
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SARS-CoV-2 infection and mortality in pediatric patients with hematological malignancies and solid tumors
João Eduardo Andrade Tavares de Aguiar, Marcos Antônio Lima Carvalho, Simone Santana Viana, Paulo Ricardo Martins-Filho, Rosana Cipolotti
Pediatric Hematology and Oncology.2023; 40(4): 429. CrossRef
Comparison of Epidemiologic and Clinical COVID-19 Profiles in Children in Argentina, During Circulation of Original and Variant (Alpha, Gamma and Lambda) Strains
Angela Gentile, María Del Valle Juárez, Lucia Romero Bollon, Valeria Aprea, Erika Matteucci, Andrea Falaschi, Martin Brizuela, Cristina Euliarte, Gabriela Gregorio, Maria Paula Della Latta, Carlota Russ, Gabriela Nidia Ensinck, Liliana Saraceni, Miriam Br
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Case-fatality rates and risk of death from COVID-19 and influenza A/H3N2 in Brazil: A nationwide ecological study
Paulo Ricardo Martins-Filho, Jerocílio Maciel de Oliveira Júnior, Cliomar Alves dos Santos
Enfermedades infecciosas y microbiologia clinica (English ed.).2023; 41(3): 199. CrossRef
Impact of inactivated vaccines on decrease of viral RNA levels in individuals with the SARS-CoV-2 Omicron (BA.2) variant: A retrospective cohort study in Shanghai, China
Peng Yang, Bianli Dang, Wen Kang, Xiaofeng Li, Tianping Wang, Ruijuan Li, Meijuan Peng, Yushen Liu, Linxu Wang, Yan Cheng, Suhuai Yu, Min Wei, Han Gao, Wenzhen Kang, Lei Shang
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COVID-19: Original Article

Model-based cost-effectiveness analysis of oral antivirals against SARS-CoV-2 in Korea: Youngji Jo, Sun Bean Kim, Munkhzul Radnaabaatar, Kyungmin Huh, Jin-Hong Yoo, Kyong Ran Peck, Hojun Park, Jaehun Jung; Epidemiol Health. 2022;44:e2022034. Published online March 12, 2022; DOI: https://doi.org/10.4178/epih.e2022034

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Abstract Summary PDF Supplementary Material

Abstract

OBJECTIVES
Many countries have authorized the emergency use of oral antiviral agents for patients with mild-to-moderate cases of coronavirus disease 2019 (COVID-19). We assessed the cost-effectiveness of these agents for reducing the number of severe COVID-19 cases and the burden on Korea’s medical system.

METHODS

Using an existing model, we estimated the number of people who would require hospital/intensive care unit (ICU) admission in Korea in 2022. The treatment scenarios included (1) all adult patients, (2) elderly patients only, and (3) adult patients with underlying diseases only, compared to standard care. Based on the current health system capacity, we calculated the incremental costs per severe case averted and hospital admission for each scenario.

RESULTS

We estimated that 236,510 COVID-19 patients would require hospital/ICU admission in 2022 with standard care only. Nirmatrelvir/ritonavir (87% efficacy) was predicted to reduce this number by 80%, 24%, and 17% when targeting all adults, adults with underlying diseases, and elderly patients (25, 8, and 4%, respectively, for molnupiravir, with 30% efficacy). Nirmatrelvir/ritonavir use is likely to be cost-effective, with predicted costs of US$8,878, US$8,964, and US$1,454, per severe patient averted for the target groups listed above, respectively, while molnupiravir is likely to be less cost-effective, with costs of US$28,492, US$29,575, and US$7,915, respectively.

CONCLUSIONS

In Korea, oral treatment using nirmatrelvir/ritonavir for symptomatic COVID-19 patients targeting elderly patients would be highly cost-effective and would substantially reduce the demand for hospital admission to below the capacity of the health system if targeted to all adult patients instead of standard care.

Summary

Korean summary
본 연구는 감염병 수리모형을 바탕으로 두가지 항바이러스제의 (nirmatrelvir/ritonavir와 molnupiravir) 비용 효익을 평가하였다. 본 모델에 따르면, 2022년 한국에서, 현재 의료시스템의 수용한계를 넘는 코로나 19 대유행이 발생할 때, nirmatrelvir/ritonavir 를 코로나 감염 및 증상 있는 고령층 환자들을 대상으로 투여할 경우 높은 비용 효익이 기대되고 (중증환자 1명 감소효과에$1,454 비용소요), 성인 환자 대상으로 투여할 경우, (molnupiravir이나 nirmatrelvir/ritonavir를 투여하지 않는) 일반 치료에 비해서 전체 입원 수요를 80% 줄일 것으로 기대된다.

Key Message
Given an expected high epidemic resurgence in 2022 that could exceed South Korea’s current health system capacity, oral treatment using nirmatrelvir/ritonavir for symptomatic COVID-19 patients may be a highly cost-effective solution if targeted to elderly patients ($1,454 per severe case averted) and substantially reduce the demand for hospital admission (80%, 188,478 patients) below the capacity of the health system if targeted to all adult patients compared to standard care.

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COVID-19: Correspondence

Letter to the Editor: Financial incentives for COVID-19 vaccination: Hyuncheol Bryant Kim; Epidemiol Health. 2021;43:e2021088. Published online October 22, 2021; DOI: https://doi.org/10.4178/epih.e2021088

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PDF

Abstract

Summary

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