1.A single center prospective observational cohort study on the association of Asia Pacific classification of body mass index, waist circumference, waist hip ratio with COVID 19 outcomes and severity in a Philippine tertiary hospital
Khia Anne Patricia S. Quiwa ; Kathryn Gayle S. Quiwa ; Hannah Angelica P. Lacar ; Aries Bjorn C. Garingalac ; Elizabeth Paz-pacheco
Philippine Journal of Internal Medicine 2025;63(3):41-50
OBJECTIVE
This study aimed to determine the association between Asia-Pacific classification of body mass index, waist circumference and waist hip ratio and clinical outcomes of COVID-19 moderate & severe patients at the height of the COVID-19 pandemic.
METHODSA This study involved adult patients diagnosed with COVID-19. 182 patients were analyzed and divided into 167 moderate and 15 severe COVID-19 patients. Primary outcomes (respiratory decompensation, septic shock, and mortality) of patients were compared among Asia Pacific BMI groups.
RESULTSAmong patients with moderate and severe COVID-19, 7 out of 10 patients were obese. Respiratory decompensation and sepsis were more frequently seen in obese patients. Obesity and waist circumference were significantly associated with the odds of respiratory decompensation (95% CI p=0.010 and p=0.002), however this association was not sustained upon adjustment for confounders. On univariate analysis, waist and hip circumferences were significantly associated with the odds of ICU admission (95% CI, p=.013 and p=.034), however after controlling for confounders, only hip ratio retained significant association. Among patients with severe COVID-19, there was insufficient evidence to support significant variations in distributions of outcomes of interest across Asia-Pacific BMI groups.
CONCLUSIONOur study emphasized that although respiratory decompensation and sepsis were more frequently seen in obese patients. progression of respiratory decompensation and mortality is not significantly associated with obesity as defined by the Asia Pacific BMI classification, warranting the need for larger prospective studies.
Human ; Body Mass Index ; Obesity ; Covid-19
2.Association of obesity with severe outcomes among older and younger adult patients with COVID-19 infection: Retrospective cohort study
Southern Philippines Medical Center Journal of Health Care Services 2024;10(1):1-
Background:
The association of obesity with adverse COVID-19 outcomes is known, but unexplored in younger adults.
Objective:
To determine the association of obesity [body mass index (BMI) of ≥30] with severe COVID-19 outcomes in younger and older adults.
Design:
Retrospective cohort study.
Participants:
391 patients with COVID-19 (226 younger adults aged 18-60 years, and 165 older adults aged >60 years).
Setting:
Southern Philippines Medical Center, Davao City, January 2021 to September 2021.
Main outcome measures:
Severe COVID-19 outcomes (high-flow oxygen administration, ICU admission, mechanical ventilation, death); odds ratio of severe outcomes in patients with BMI of ≥30.
Main results:
Of 391 patients (median age of 57 years), 286 had a BMI of <30, while 105 had a BMI of ≥30. Univariate regression analysis showed that a BMI of ≥30 was significantly associated with any severe COVID-19 outcomes (OR=2.68; 95% CI 1.68 to 4.27; p<0.001). This remained after adjusting for age, sex, hypertension, diabetes, and cardiovascular disease (adjusted OR=3.19; 95% CI 1.93 to 5.27; p<0.001). A BMI of ≥30 was also significantly associated with any severe outcomes among younger adults (adjusted OR=4.04; 95% CI 2.23 to 7.32; p<0.001), but not among older adults (adjusted OR=1.80; 95% CI 0.70 to 4.64; p=0.227).
Conclusion
In our study, among all adults, a BMI of ≥30 significantly increased the odds of experiencing any severe COVID-19 outcomes. This association was also observed in the younger adult subgroup, but not in the older adult subgroup.
SARS-CoV-2
;
Body Mass Index
;
Immunity
;
Critical Care
3.Association between body mass index and cognitive impairment in elderly subjects with type 2 diabetes mellitus: A cross-sectional study
Maria Guia Estrella A. Dela Cruz ; Michelle Co ; Carter Rabo
Philippine Journal of Internal Medicine 2024;62(3):146-152
BACKGROUND:
Chronic illnesses such as Type 2 diabetes mellitus (T2DM) and obesity have been implicated as risk factors in the development of cognitive impairment (CI), but despite this, definite association between the two conditions in increasing cognitive impairment risk is not well defined.
OBJECTIVE:
This study aims to examine the association between body mass index (BMI) and cognitive impairment (CI) in elderly patients with Type 2 diabetes mellitus.
METHODS:
This is a cross-sectional study conducted in the outpatient clinics of a private hospital in Manila which included elderly patients with Type 2 diabetes. BMI categories of the subjects were determined using the Asia-Pacific criteria and the Montreal Cognitive Assessment – Philippines (MOCA-P) was administered to subjects who fulfilled the inclusion criteria. Descriptive statistics were used to determine the prevalence of impaired cognition among subjects while risk ratio analysis was used to determine the correlation between BMI and CI. Correlation analysis and linear regression analysis were used to determine the presence of association between cognition (measured by MOCA-P scores) and BMI. For all analysis, a 95% level of significance was used.
RESULTS:
A total of 109 subjects from the outpatient clinics were included in the study. A high percentage of the study population (90.83%) had CI based on MOCA-P scores. Subjects that belonged to the extremes of BMI- underweight and obese class 2 had higher incidence of CI compared to the other groups. Underweight subjects had 1.103 (95% CI: 1.038 to 1.172) times likelihood of having impaired cognition (p-value 0.0016), while obese 2 subjects had 1.110 (95% CI: 1.040 to 1.184) times likelihood of having impaired cognition (p-value 0.0016). Regression analysis revealed that in subjects with diabetes of less than 10 years, cognition scores were negatively correlated to BMI (p-value 0.0454). Correlation analysis revealed that at the general population level, regardless of the external factors, increasing or decreasing BMI did not have significant effect on cognition scores.
CONCLUSION
Subjects who belonged to the extremes of BMI-underweight and obese class 2 – had higher incidence of CI compared to the other BMI groups. Among subjects with T2DM duration of less than 10 years, cognition scores tend to be negatively correlated to BMI.
diabetes mellitus, Type 2
;
cognitive impairment
;
cognitive dysfunction
;
Body Mass Index
5.Research progress on influencing factors of early adiposity rebound in children and the effect on adolescent development in girls.
Shi Qi FAN ; Shuang Qin YAN ; Fang Biao TAO
Chinese Journal of Preventive Medicine 2023;57(1):86-90
With the increasing rate of overweight and obesity in children worldwide, adiposity rebound(AR)closely related to obesity has become the spotlight, and early AR phase has a broad impact on pubertal development in girls, but the specific mechanism of action isn't very clear.This paper is review of the prevalence of early AR at home and abroad, and its influencing factors, the impact of AR on the adolescent development of girls and related mechanisms, to identify high-risk individuals with early AR, early AR to identify early adolescent development, and take early intervention measures to promote children's health.
Female
;
Adolescent
;
Child
;
Humans
;
Adiposity
;
Pediatric Obesity/epidemiology*
;
Adolescent Development
;
Body Mass Index
;
Overweight/epidemiology*
6.Study on the relationship between indexes of different abnormal weight and dyslipidemia in adults in Beijing City.
Ai Juan MA ; Zhong DONG ; Kun QI ; Bo JIANG ; Chen XIE
Chinese Journal of Preventive Medicine 2023;57(3):400-405
Objective: To analyze the relationship and consistency between indexes of different abnormal weight and dyslipidemia in adults in Beijing City. Methods: From August to December of 2017, 4 975 residents aged 18 to 79 years old in 5 districts of Beijing were randomly selected as subjects by using a multi-stage stratified cluster sampling method. Questionnaire, physical examination and laboratory tests were conducted. The prevalence of overweight/obesity, high body fat rate, central obesity, and high waist-to-height ratio was calculated. Partial correlation was used to analyze the correlation of blood lipid with body mass index (BMI), body fat rate, waist circumference and waist-height ratio. Logistic regression analysis for complex sampling was used to analyze the relationship between indexes of different abnormal weight and dyslipidemia after controlling for relevant risk factors, including age, sex, smoking status, drinking, insufficiency intake of vegetable and fruit, physical inactivity. Kappa value was computed to analyze the consistency between indexes of different abnormal weight. Results: The weighted prevalence of dyslipidemia was 30.48%, and it was higher in men than that in women (40.16% vs. 20.52%, P<0.01). The weighted rate of overweight/obesity, high body fat rate, central obesity, and high waist-to-height ratio was 56.65%, 47.52%, 42.48% and 59.45%, respectively. BMI, body fat rate, waist circumference and waist-to-height ratio were positively correlated with the level of total cholesterol, triglyceride, low-density lipoprotein cholesterol, and non-high-density lipoprotein cholesterol, and negatively correlated with high-density lipoprotein cholesterol. Logistic regression analysis for complex sampling showed that the high body fat rate (OR=1.67, 95%CI: 1.35-2.07), overweight/obesity (OR=1.65, 95%CI: 1.26-2.14) and high waist-to-height ratio (OR=1.46, 95%CI: 1.09-1.96) were associated with dyslipidemias. Kappa values of high body fat rate with overweight/obesity, high waist-to-height ratio and central obesity were 0.65, 0.53 and 0.58, respectively (P<0.05). Conclusion: In 2017, the prevalence of dyslipidemia in adults in Beijing City is high, especially in men. Overweight/obesity, high body fat rate and high waist-to-height ratio are associated with dyslipidemia. The high body fat rate is most associated with dyslipidemia.
Male
;
Adult
;
Humans
;
Female
;
Adolescent
;
Young Adult
;
Middle Aged
;
Aged
;
Overweight/complications*
;
Obesity, Abdominal/epidemiology*
;
Beijing
;
Obesity/complications*
;
Body Mass Index
;
Risk Factors
;
Cholesterol
;
Dyslipidemias/epidemiology*
;
Waist Circumference
7.Prevalence of chronic kidney disease and its association with lifestyle factors in adults from 10 regions of China.
Xue WANG ; Ke Xiang SHI ; Can Qing YU ; Jun LYU ; Yu GUO ; Pei PEI ; Qing Mei XIA ; Huai Dong DU ; Jun Shi CHEN ; Zheng Ming CHEN ; Li Ming LI
Chinese Journal of Epidemiology 2023;44(3):386-392
Objective: To investigate the distribution of chronic kidney disease (CKD) in participants from the China Kadoorie Biobank (CKB) study and evaluate the association between lifestyle risk factors and CKD. Methods: Based on the baseline survey data and follow-up data (as of December 31, 2018) of the CKB study, the differences in CKD cases' area and population distributions were described. Cox proportional hazards regression model was used to estimate the association between lifestyle risk factors and the risk of CKD. Results: A total of 505 147 participants, 4 920 cases of CKD were recorded in 11.26 year follow up with a incidence rate of 83.43/100 000 person-years. Glomerulonephropathy was the most common type. The incidence of CKD was higher in the urban area, men, and the elderly aged 60 years and above (87.83/100 000 person-years, 86.37/100 000 person-years, and 132.06/100 000 person-years). Current male smokers had an increased risk for CKD compared with non-smokers or occasional smokers (HR=1.18, 95%CI: 1.05-1.31). The non-obese population was used as a control group, both general obesity determined by BMI (HR=1.19, 95%CI: 1.10-1.29) and central obesity determined by waist circumference (HR=1.27, 95%CI: 1.19-1.35) were associated with higher risk for CKD. Conclusion: The risks for CKD varied with area and population in the CKB cohort study, and the risk was influenced by multiple lifestyle factors.
Aged
;
Adult
;
Humans
;
Male
;
Cohort Studies
;
Prevalence
;
Prospective Studies
;
Risk Factors
;
Obesity/epidemiology*
;
Renal Insufficiency, Chronic/epidemiology*
;
China/epidemiology*
;
Life Style
;
Body Mass Index
8.Role of brown adipose tissue in phlegm-dampness metabolic syndrome based on infrared thermal imaging.
Jia-Li WANG ; Zhu-Feng WANG ; Yi-Qing LIU ; Rui WU ; Yan-Li ZHOU ; Chang-Mei SONG ; Yi-Nan LIU ; Jing YANG ; Yan LEI
China Journal of Chinese Materia Medica 2023;48(3):823-828
This study aimed to explore the infrared manifestation and role of brown adipose tissue(BAT) in phlegm-dampness me-tabolic syndrome(MS), and to provide objective basis for clinical diagnosis and treatment of phlegm-dampness MS. Subjects were selected from the department of endocrinology and ward in the South District of Guang'anmen Hospital, China Academy of Chinese Medical Sciences from August 2021 to April 2022, including 20 in healthy control group, 40 in non phlegm-dampness MS group and 40 in phlegm-dampness MS group. General information, height and weight of the subjects were collected and body mass index(BMI) was calculated. Waist circumference(WC), systolic blood pressure(SBP) and diastolic blood pressure(DBP) was measured. Triglyceride(TG), high density lipoprotein cholesterol(HDL-C), fasting blood glucose(FBG), fasting insulin(FINS), leptin(LP), adiponectin(ADP) and fibroblast growth factor-21(FGF-21) were detected. The infrared thermal image of the supraclavicular region(SCR) of the subjects before and after cold stimulation test was collected by infrared thermal imager and the changes of infrared thermal image in the three groups were observed. In addition, the differences in the average body surface temperature of SCR among the three groups were compared, and the changes of BAT in SCR were analyzed. The results showed compared with the conditions in healthy control group, the levels of WC, SBP, DBP, TG and FPG in MS groups were increased(P<0.01), and the HDL-C level was decreased(P<0.01). Compared with non phlegm-dampness MS group, phlegm-dampness MS group had higher conversion score of phlegm dampness physique(P<0.01). According to the infrared heat map, there was no difference in the average body surface temperature of SCR among the three groups before cold stimulation. while after cold stimulation, the average body surface temperature of SCR in MS groups was lower than that in healthy control group(P<0.05). After cold stimulation, the maximum temperature of SCR and its arrival time in the three groups were as follows: healthy control group(3 min)>non phlegm-dampness MS group(4 min)>phlegm-dampness MS group(5 min). The thermal deviation of SCR was increased and the average body surface temperature of left and right sides were higher(P<0.01) in healthy control group and non phlegm-dampness MS group, while the thermal deviation of SCR did not change significantly in the phlegm-dampness MS group. Compared with that in healthy control group, the elevated temperature between left and right sides was lower(P<0.01, P<0.05), and compared with that in non phlegm-dampness MS group, the elevated temperature of left side was lower(P<0.05). The changes of the average body surface temperature of SCR in the three groups were in the order of healthy control group>non phlegm-dampness MS group>phlegm-dampness MS group. Compared with the conditions in healthy control group and non phlegm-dampness MS group, FINS, BMI and FGF-21 levels were increased(P<0.01,P<0.05), while ADP level was decreased(P<0.01, P<0.05) in phlegm-dampness MS group. Moreover, the LP level in phlegm-dampness MS group was higher than that in non phlegm-dampness MS group(P<0.01). It was observed in clinical trials that after cold stimulation, the average body surface temperature of SCR in MS patients was lower than that of the healthy people; the thermal deviation of SCR did not change significantly in the phlegm-dampness MS patients, and the difference in their elevated temperature was lower than that in the other two groups. These characteristics provided objective basis for clinical diagnosis and treatment of phlegm-dampness MS. With abnormal BAT related indicators, it was inferred that the content or activity of BAT in SCR of phlegm-dampness MS patients were reduced. There was a high correlation between BAT and phlegm-dampness MS, and thus BAT might become an important potential target for the intervention in phlegm-dampness MS.
Humans
;
Metabolic Syndrome
;
Adipose Tissue, Brown
;
Mucus
;
Adiponectin
;
Body Mass Index
9.Associations of sex hormone levels with body mass index (BMI) in men: a cross-sectional study using quantile regression analysis.
Xin LV ; Yu-Ting JIANG ; Xin-Yue ZHANG ; Lei-Lei LI ; Hong-Guo ZHANG ; Rui-Zhi LIU
Asian Journal of Andrology 2023;25(1):98-102
Body mass index (BMI) has been increasing globally in recent decades. Previous studies reported that BMI was associated with sex hormone levels, but the results were generated via linear regression or logistic regression, which would lose part of information. Quantile regression analysis can maximize the use of variable information. Our study compared the associations among different regression models. The participants were recruited from the Center of Reproductive Medicine, The First Hospital of Jilin University (Changchun, China) between June 2018 and June 2019. We used linear, logistic, and quantile regression models to calculate the associations between sex hormone levels and BMI. In total, 448 men were included in this study. The average BMI was 25.7 (standard deviation [s.d.]: 3.7) kg m-2; 29.7% (n = 133) of the participants were normal weight, 45.3% (n = 203) of the participants were overweight, and 23.4% (n = 105) of the participants were obese. The levels of testosterone and estradiol significantly differed among BMI groups (all P < 0.05). In linear regression and logistic regression, BMI was associated with testosterone and estradiol levels (both P < 0.05). In quantile regression, BMI was negatively associated with testosterone levels in all quantiles after adjustment for age (all P < 0.05). BMI was positively associated with estradiol levels in most quantiles (≤80th) after adjustment for age (all P < 0.05). Our study suggested that BMI was one of the influencing factors of testosterone and estradiol. Of note, the quantile regression showed that BMI was associated with estradiol only up to the 80th percentile of estradiol.
Male
;
Humans
;
Body Mass Index
;
Cross-Sectional Studies
;
Gonadal Steroid Hormones
;
Regression Analysis
;
Estradiol
;
Testosterone
10.The effect of BMI and age on the outcomes of microsurgical vasoepididymostomy: a retrospective analysis of 181 patients operated by a single surgeon.
Shou-Yang WANG ; Yang-Yi FANG ; Hai-Tao ZHANG ; Yu TIAN ; Vera Yeung CHUNG ; Yin-Chu CHENG ; Kai HONG ; Hui JIANG
Asian Journal of Andrology 2023;25(2):277-280
To design a treatment plan for patients with epididymal obstruction, we explored the potential impact of factors such as body mass index (BMI) and age on the surgical outcomes of vasoepididymostomy (VE). In this retrospective study, 181 patients diagnosed with obstructive azoospermia (OA) due to epididymal obstruction between September 2014 and September 2017 were reviewed. All patients underwent single-armed microsurgical intussusception VEs with longitudinal two-suture placement performed by a single surgeon (KH) in a single hospital (Peking University Third Hospital, Beijing, China). Six factors that could possibly influence the patency rates were analyzed, including BMI, age, mode of anastomosis, site of anastomosis, and sperm motility and quantity in the intraoperative epididymal fluid. Single-factor outcome analysis was performed via Chi-square test and multivariable analysis was performed using logistic regression. A total of 159 (87.8%, 159/181) patients were followed up. The follow-up time (mean ± standard deviation [s.d.]) was 27.7 ± 9.3 months, ranging from 12 months to 48 months. The overall patency rate was 73.0% (116/159). The multivariable analysis revealed that BMI and age significantly influenced the patency rate (P = 0.008 and 0.028, respectively). Younger age (≤28 years; odds ratio [OR] = 3.531, 95% confidence interval [95% CI]: 1.397-8.924) and lower BMI score (<26.0 kg m-2; OR = 2.352, 95% CI: 1.095-5.054) appeared to be associated with a higher patency rate. BMI and age were independent factors affecting the outcomes of microsurgical VEs depending on surgical expertise and the use of advanced technology.
Humans
;
Male
;
Adult
;
Retrospective Studies
;
Body Mass Index
;
Epididymis/surgery*
;
Vas Deferens/surgery*
;
Treatment Outcome
;
Sperm Motility
;
Microsurgery
;
Surgeons
;
Vasovasostomy


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