generalized estimation equation
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2021 ◽  
Vol 10 (16) ◽  
pp. e65101623189
Author(s):  
Cléssius Ribeiro de Souza ◽  
Maria das Graças Braga Ceccato ◽  
Simone Furtado dos Santos ◽  
Marcos Paulo Gomes Mol ◽  
Micheline Rosa Silveira

Goal: To assess body mass index (BMI) changes in people living with HIV (PLHIV) and using antiretroviral therapy (ART) with dolutegravir (DTG) and its associated factors. Methods: Retrospective and prospective cohorts of PLHIV who started ART with DTG or used DTG after changing the therapeutic regimen, from Belo Horizonte, between February/2017 and March/2020. Data were gathered from clinical records of the Drug Logistics and Laboratory Test Control Systems. BMI changes were analyzed in the following week intervals 1-24(t24), 25-48(t48), 49-72(t73), and 73-96(t96) using the Wilcoxon test and generalized estimation equation (GEE) model, at 5% significance level. Results: A total of 614 individuals were included and average was 38.4 years old. Most were men (85.5%) and 52.3% had started ART with DTG. These individuals, and the immunosuppressed ones, showed significant increases in BMI when compared to those who used DTG after switching therapeutics or the non-immunosuppressed ones (p-value <0.05). After 96 weeks, individuals starting ART with DTG had a mean increase in BMI of 1.02 Kg/m2, whereas those who used DTG after the therapeutic change had an increase of 0.56 Kg/m2 (p<0.05). DTG use length, ART type, immune status, baseline BMI, and age were associated (p<0.05) with BMI increases. Conclusions: We observed an increase in BMI both in individuals starting ART with DTG use and those using it after changing the therapeutic regimen.


2021 ◽  
Vol 8 ◽  
Author(s):  
Jiajia Li ◽  
Fan Zeng ◽  
Fuxun Yang ◽  
Xiaoxiu Luo ◽  
Rongan Liu ◽  
...  

Objective: To evaluate the predictive value of electrical impedance tomography (EIT) in patients with delayed ventilator withdrawal after upper abdominal surgery.Methods: We retrospectively analyzed data of patients who were ventilated &gt;24 h after upper abdominal surgery between January 2018 and August 2019. The patients were divided into successful (group S) and failed (group F) weaning groups. EIT recordings were obtained at 0, 5, 15, and 30 min of spontaneous breathing trials (SBTs) with SBT at 0 min set as baseline. We assessed the change in delta end-expiratory lung impedance and tidal volume ratio (ΔEELI/VT) from baseline, the change in compliance change percentage variation (|Δ(CW-CL)|) from baseline, the standard deviation of regional ventilation delay index (RVDSD), and global inhomogeneity (GI) using generalized estimation equation analyses. Receiver operating characteristic curve analyses were performed to evaluate the predictive value of parameters indicating weaning success.Results: Among the 32 included patients, ventilation weaning was successful in 23 patients but failed in nine. Generalized estimation equation analysis showed that compared with group F, the ΔEELI/VT was lower, and the GI, RVDSD, and (|Δ(CW-CL)|) were higher in group S. For predicting withdrawal failure, the areas under the curve of the ΔEELI/VT, (|Δ(CW-CL)|), and the RVDSD were 0.819, 0.918, and 0.918, and 0.816, 0.884, and 0.918 at 15 and 30 min during the SBTs, respectively.Conclusion: The electrical impedance tomography may predict the success rate of ventilator weaning in patients with delayed ventilator withdrawal after upper abdominal surgery.


2021 ◽  
Author(s):  
Honorato Ortiz-Marrón ◽  
Maira Alejandra Ortiz-Pinto ◽  
José Galo Martínez-Mosquera ◽  
Marien Lorente Miñarro ◽  
Francisca Menchero Pinos ◽  
...  

Abstract Background A relationship between obesity early life has been reported. The aim of this study was to evaluate the variations in general (GO) and abdominal (AO) obesity between 4 and 9 years of age. Methods Children who participated in all three follow-ups at 4, 6 and 9 years participating in ELOIN study (N = 1902). Measurements of BMI and waist circumference were taken by physical examination. Prevalence ratios (PRs) were estimated by sex and family affluence by generalized estimation equation models, and the relative risks (RRs) of obesity by Poisson regression. Results The prevalence of GO was 5.1%, 9.1%, and 15.6% at 4, 6, and 9 years, yielding a PR between 9 − 4 years of 3.05 (95%CI: 2.58–3.60). The prevalence of AO was 6.8%, 8.4%, 14.5%, and the PR (9 vs 4y) was 2.14 (95%CI: 1.85–2.48). GO and AO presented an inverse correlation with family affluence. Among participants who were in GO or AO at 4 years, 77.3% and 63.6% remained in obesity after 5 years. The RRs of GO and AO at 9 years were 4.6 and 4.1 if they were obese at 4 years (p < 0.001), which increased to 9.4 and 9.5 in children obese at 6 years (p < 0.001), and those with obesity at both 4–6 years had RRs of 10.3 and 9.9 (p < 0.001). Conclusions GO and AO begin at early age, persist with age and linked with low socioeconomic status. Obesity at 9 years is associated with early obesity, either stably or intermittently, so preventive interventions should be established very early.


PLoS ONE ◽  
2021 ◽  
Vol 16 (7) ◽  
pp. e0255158
Author(s):  
Murielle Mary-Krause ◽  
Joel José Herranz Bustamante ◽  
Mégane Héron ◽  
Astrid Juhl Andersen ◽  
Tarik El Aarbaoui ◽  
...  

Background The outbreak of the COVID-19 epidemic lead to high levels of morbidity and mortality around the globe. Consequences of this outbreak and possible associated infection are an increase in mental health disorders and an increased likelihood of internalizing problems, particularly depression. However, to date few studies have tested this hypothesis while taking into account individuals’ preexisting mental health difficulties. Methods We used longitudinal data collected among 729 persons in the context of the French TEMPO cohort between March and June 2020 (7 waves of data collection). COVID-19-like symptoms as well as anxiety/depression (assessed by the Adult Self Report), were reported at each wave of data collection. To study the relationship between COVID-19-like symptoms and anxiety/depression, we used generalized estimation equation (GEE) models controlled for socio-demographic and health-related characteristics, including anxiety/depression prior to 2020. Results Overall, 27.2% of study participants reported anxiety/depression during lockdown. 17.1% of participants reported COVID-19-like symptoms during the course of follow-up, 7.3% after the beginning of lockdown, with an average number of 2.7 symptoms, and 3.6% reported respiratory distress. In multivariate analyses, nearly all the considered indicators of COVID-19-like symptoms were associated with higher odds of symptoms of anxiety/depression (symptoms Yes/No: OR = 1.66, 95% CI = 1.08–2.55; symptoms after the beginning of lockdown: OR = 1.91, 95% CI = 1.03–3.52; number of symptoms: OR for each additional symptom = 1.19, 95% CI = 1.02–1.39. This relationship exists after taking into account prior symptoms of anxiety/depression, which are associated with a 5-fold increased likelihood of psychological distress. And this impact is stronger among men than women. Conclusions Our study shows higher risk of anxiety/depression among persons who experienced COVID-19-like symptoms, even after accounting for prior mental health difficulties. COVID-19 infection could have both a direct and indirect impact on the occurrence of psychological difficulties, and this association should be studied in greater detail.


2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Minhui Liu ◽  
Tianxue Hou ◽  
Yuxiao Li ◽  
Xiaocao Sun ◽  
Sarah L. Szanton ◽  
...  

Abstract Background Fear of falling and previous falls are both risk factors that affect daily activities of older adults. However, it remains unclear whether they independently limit daily activities accounting for each other. Methods We used the data from Round 1 (Year 1) to Round 5 (Year 5) of the National Health and Aging Trends Study. We included a total of 864 community-dwelling participants who provided data on previous falls, fear of falling and limited activities from Year 1 to Year 5 and had no limited daily activities at Year 1 in this study. Previous falls and fear of falling were ascertained by asking participants how many falls they had in the past year and whether they had worried about falling in the last month. Limited daily activities included any difficulties with mobility (e.g., going outside), self-care (e.g., eating), and household activities (e.g., laundering). Generalized estimation equation models were used to examine whether previous falls and fear of falling independently predicted development of limited daily activities adjusting covariates. Results Participants were mainly between 65 and 79 years old (83 %), male (57 %), and non-Hispanic White (79 %). Among participants who had multiple falls in Year 1, 19.1-31 %, 21.4-52.4 %, and 11.9-35.7 % developed limitations in mobility, self-care, and household activities during Year 2 to Year 5, respectively. Among those who had fear of falling in Year 1, 22.5-41.3 %, 30.0-55.0 %, and 18.8-36.3 % developed limitations in mobility, self-care, and household activities during Year 2 to Year 4, respectively. Fear of falling independently predicted limitations in mobility (Incidence rate ratio [IRR]: 1.79, 95 % CI: 1.44, 2.24), self-care (IRR: 1.25, 95 % CI: 1.08, 1.44) and household activities (IRR: 1.39, 95 % CI: 1.08, 1.78) after adjusting for previous falls and covariates. Multiple previous falls independently predicted limitations in mobility (IRR: 1.72, 1.30, 2.27), self-care (IRR: 1.40, 95 % CI: 1.19, 1.66) and household activities (IRR: 1.36, 95 % CI: 1.01, 1.83) after adjusting fear of falling and covariates. Conclusions Fear of falling seems to be as important as multiple previous falls in terms of limiting older adults’ daily activities.


Author(s):  
Yiyang Yuan ◽  
Kate L. Lapane ◽  
Jennifer Tjia ◽  
Jonggyu Baek ◽  
Shao-Hsien Liu ◽  
...  

<b><i>Introduction:</i></b> In older US nursing home (NH) residents, there is limited research on the prevalence of physical frailty, its potential dynamic changes, and its association with cognitive impairment in older adults’ first 6 months of NH stay. <b><i>Methods:</i></b> Minimum Data Set (MDS) 3.0 is the national database on residents in US Medicare-/Medicaid-certified NHs. MDS 3.0 was used to identify older adults aged ≥65 years, newly admitted to NHs during January 1, 2014, and June 30, 2016, with life expectancy ≥6 months at admission and NH length of stay ≥6 months (<i>N</i> = 571,139). MDS 3.0 assessments at admission, 3 months, and 6 months were used. In each assessment, physical frailty was measured by FRAIL-NH (robust, prefrail, and frail) and cognitive impairment by Brief Interview for Mental Status and Cognitive Performance Scale (none/mild, moderate, and severe). Demographic characteristics and diagnosed conditions were measured at admission, while presence of pain and receipt of psychotropic medications were at each assessment. Distribution of physical frailty and its change over time by cognitive impairment were described. A nonproportional odds model was fitted with a generalized estimation equation to longitudinally examine the association between physical frailty and cognitive impairment, adjusting for demographic and clinical characteristics. <b><i>Results:</i></b> Around 60% of older residents were physically frail in the first 6 months. Improvement and worsening across physical frailty levels were observed. Particularly, in those who were prefrail at admission, 23% improved to robust by 3 months. At admission, 3 months, and 6 months, over 37% of older residents had severe cognitive impairment and about 70% of those with cognitive impairment were physically frail. At admission, older residents with moderate cognitive impairment were 35% more likely (adjusted odds ratio [aOR]: 1.35, 95% confidence interval [CI]: 1.33–1.37) and those with severe impairment were 74% more likely (aOR: 1.74, 95% CI: 1.72–1.77) to be frail than prefrail/robust, compared to those with none/mild impairment. The association between the 2 conditions remained positive and consistently increased over time. <b><i>Discussion/Conclusion:</i></b> Physical frailty was prevalent in NHs with potential to improve and was strongly associated with cognitive impairment. Physical frailty could be a modifiable target, and interventions may include efforts to address cognitive impairment.


Author(s):  
Caroline A Figueroa ◽  
Nina Deliu ◽  
Bibhas Chakraborty ◽  
Arghavan Modiri ◽  
Jing Xu ◽  
...  

Abstract Background Low physical activity is an important risk factor for common physical and mental disorders. Physical activity interventions delivered via smartphones can help users maintain and increase physical activity, but outcomes have been mixed. Purpose Here we assessed the effects of sending daily motivational and feedback text messages in a microrandomized clinical trial on changes in physical activity from one day to the next in a student population. Methods We included 93 participants who used a physical activity app, “DIAMANTE” for a period of 6 weeks. Every day, their phone pedometer passively tracked participants’ steps. They were microrandomized to receive different types of motivational messages, based on a cognitive-behavioral framework, and feedback on their steps. We used generalized estimation equation models to test the effectiveness of feedback and motivational messages on changes in steps from one day to the next. Results Sending any versus no text message initially resulted in an increase in daily steps (729 steps, p = .012), but this effect decreased over time. A multivariate analysis evaluating each text message category separately showed that the initial positive effect was driven by the motivational messages though the effect was small and trend-wise significant (717 steps; p = .083), but not the feedback messages (−276 steps, p = .4). Conclusion Sending motivational physical activity text messages based on a cognitive-behavioral framework may have a positive effect on increasing steps, but this decreases with time. Further work is needed to examine using personalization and contextualization to improve the efficacy of text-messaging interventions on physical activity outcomes. ClinicalTrials.gov Identifier NCT04440553.


2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Li-jun Zhou ◽  
Xiu-zhi Luo ◽  
Pei-yang Shen ◽  
Xin Li ◽  
Peng Su ◽  
...  

Abstract Background It is critical to monitor the optic disc’s vessel density using Optical coherence tomography angiography (OCTA) and evaluate its determinants. In the current study, we investigate the superficial vessel density (VD) of the papillary microvasculature and its determinants in healthy subjects of Southern China. Methods This was a prospective, cross-sectional study. Superficial VD in healthy individuals’ optic disc region was measured by OCTA. The factors associated with ocular and systemic parameters were analyzed using a generalized estimation equation (GEE) model. Results A total of 510 eyes of 260 healthy subjects were analyzed in the study. The total VD in the optic disc area was 17.21 ± 2.15 mm− 1 (95% CI, 17.02–17.40 mm− 1). The VD in the inner ring and the outer ring of the optic disc were significantly higher compared with the central ring, while the VD of the superior quadrant and inferior quadrant was significantly higher compared with the temporal and nasal quadrant. After adjusting for the ocular factors and systemic factors, AL (β = − 0.4917, P = 0.0003), disc area (β = − 0.3748, P = 0.0143), CMT (β = − 0.0183, P = 0.0003) and SSI (β = 1.0588, P < 0.001) were significantly associated with total VD of the optic disc. Conclusion The mean total VD in the optic disc area was 17.21 ± 2.15 mm− 1 in healthy subjects, and the superior and inferior VD was significantly higher than the temporal and nasal VD. AL, disc area, CMT, and SSI may affect the total VD in the optic disc area and should be considered in clinical practice.


2020 ◽  
Vol 4 (Supplement_1) ◽  
pp. 267-268
Author(s):  
Minhui Liu ◽  
Yuxiao Li ◽  
Xiaocao Sun ◽  
Christina Miyawaki ◽  
Tianxue Hou ◽  
...  

Abstract Research has shown an association between homebound status and falls among older adults. However, this association was primarily drawn from cross-sectional studies. Using the National Health and Aging Trends Study, we examined 1) whether prior-wave falls predicted homebound status in a later wave in 2,916 non-homebound participants in Wave 1 and 2) whether prior-wave homebound status predicted falls in 2,512 participants with no falls in Wave 1. Homebound status (non-homebound and homebound) was determined by the frequency, difficulty, and needing help of outdoor mobility. Falls were ascertained by asking participants whether they had a fall in the last year. Generalized estimation equation models were used to examine their bidirectional association, adjusting for demographics, health-related, and behavioral factors. Participants who had fallen in later waves were more likely to be older non-Hispanic black, comorbid, and have more pain, depression, disabilities, worse health status vision impairment, and low physical activities. Participants who were homebound in later waves tended to older, female, non-Hispanic black, less-educated, living alone or with others only, comorbid, obese, and have more pain, depression, disabilities, worse health status, more hospitalizations, vision and hearing problems, and low physical activities. Previous falls significantly predicted later homebound status (adjusted odds ratio [OR]: 1.28, 95% CI: 1.09-1.50). Prior wave homebound status also significantly contributed to falls in the next year (adjusted OR: 1.28, 95% CI: 1.12-1.46). The bidirectional longitudinal association between homebound status and falls suggests a vicious circle between them. Fall prevention programs should particularly target homebound older adults for falls reduction.


2020 ◽  
Vol 4 (Supplement_1) ◽  
pp. 370-370
Author(s):  
Jaspreet Sodhi ◽  
Soham Al Snih

Abstract The objective of this study was to examine the effect of co-occurring pain and depression on ADL disability over 6-years of follow-up among older adult Americans. We studied 5,236 participants aged 65 years and older from the National Health and Aging Trends Study (2011-2017) The primary outcome was ADL disability defined as any limitation in ADLs (eating, bathing, transferring, dressing, moving inside, and out of bed). The independent predictors were self-reported pain and depression. Covariates included socio-demographics (age, gender, marital status, race/ethnicity and years of formal education), body mass index, and comorbidities. Participants were categorized into four groups according to pain and depression: no pain and no depression, pain only, depression only, and depression and pain. Generalized Estimation Equation model was used to estimate the odds of ADL disability as a function of pain and depression. All variables were analyzed as time-varying except for age, race/ethnicity, and education. The odds of ADL disability as a function of pain only and depression only was 1.62 (95% CI 1.38-1.91) and 2.13 (95% CI 1.54-2.95), respectively. The odds of ADL disability as a function of pain and depression were 3.92 (95% CI 3.13-4.92). Older age, being married, Hispanics, and comorbid conditions were also predictive factors of ADL disability over time. Female participants and those with higher levels of education were less likely to report ADL disability over time. The findings suggest that both pain and depression significantly increased the risk of ADL disability in this population over 6-years.


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