mixed effects models
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Author(s):  
Maria Mksoud ◽  
Till Ittermann ◽  
Birte Holtfreter ◽  
Andreas Söhnel ◽  
Carmen Söhnel ◽  
...  

Abstract Objectives During the corona pandemic, dental practices temporarily closed their doors to patients except for emergency treatments. Due to the daily occupational exposure, the risk of SARS-CoV-2 transmission among dentists and their team is presumed to be higher than that in the general population. This study examined this issue among dental teams across Germany. Materials and methods In total, 2784 participants provided usable questionnaires and dry blood samples. Dry blood samples were used to detect IgG antibodies against SARS-CoV-2. The questionnaires were analyzed to investigate demographic data and working conditions during the pandemic. Multivariable logistic mixed-effects models were applied. Results We observed 146 participants with positive SARS-CoV-2 IgG antibodies (5.2%) and 30 subjects with a borderline finding (1.1%). Seventy-four out of the 146 participants with SARS-CoV-2 IgG antibodies did not report a positive SARS-CoV-2 PCR test (50.7%), while 27 participants without SARS-CoV-2 IgG antibodies reported a positive SARS-CoV-2 PCR test (1.1%). Combining the laboratory and self-reported information, the number of participants with a SARS-CoV-2 infection was 179 (6.5%). Though after adjustment for region, mixed-effects models indicated associations of use of rubber dams (OR 1.65; 95% CI: 1.01–2.72) and the number of protective measures (OR 1.16; 95% CI: 1.01–1.34) with increased risk for positive SARS-CoV-2 status, none of those variables was significantly associated with a SARS-CoV-2 status in fully adjusted models. Conclusions The risk of SARS-CoV-2 transmission was not higher among the dental team compared to the general population. Clinical relevance. Following hygienic regulations and infection control measures ensures the safety of the dental team and their patients.


2022 ◽  
Vol 22 (1) ◽  
Author(s):  
Dorothy C. Nyemba ◽  
Emma Kalk ◽  
Michael J. Vinikoor ◽  
Hlengiwe P. Madlala ◽  
Mwangelwa Mubiana-Mbewe ◽  
...  

Abstract Background Infants born HIV-exposed yet remain uninfected (HEU) are at increased risk of poorer growth and health compared to infants born HIV-unexposed (HU). Whether maternal antiretroviral treatment (ART) in pregnancy ameliorates this risk of poorer growth is not well understood. Furthermore, whether risks are similar across high burden HIV settings has not been extensively explored. Methods We harmonized data from two prospective observational studies conducted in Cape Town, South Africa, and Lusaka, Zambia, to compare weight-for-age (WAZ), length-for-age (LAZ) and weight-for-length (WLZ) Z-scores between infants who were HEU and HU, converting infant anthropometric measures using World Health Organisation Growth Standards adjusted for age and sex. Linear mixed effects models were fit to identify risk factors for differences in anthropometrics at 6–10 weeks and 6 months by infant HIV exposures status and by timing of exposure to maternal ART, either from conception or later in gestation. Results Overall 773 mother-infant pairs were included across two countries: women living with HIV (WLHIV), 51% (n = 395) with 65% on ART at conception and 35% initiating treatment in pregnancy. In linear mixed effects models, WAZ and WLZ at 6–10 weeks were lower among infants who were HEU vs HU [β = − 0.29 (95% CI: − 0.46, − 0.12) and [β = − 0.42 (95% CI: − 0.68, − 0.16)] respectively after adjusting for maternal characteristics and infant feeding with a random intercept for country. At 6 months, LAZ was lower [β = − 0.28 CI: − 0.50, − 0.06)] among infants who were HEU, adjusting for the same variables, with no differences in WAZ and WLZ. Within cohort evaluations identified different results with higher LAZ among infants who were HEU from Zambia at 6–10 weeks, [β = + 0.34 CI: + 0.01, + 0.68)] and lower LAZ among infants who were HEU from South Africa [β = − 0.30 CI: − 0.59, − 0.01)] at 6 months, without other anthropometric differences at either site. Conclusion Infant growth trajectories differed by country, highlighting the importance of studying contextual influences on outcomes of infants who were HEU.


2022 ◽  
Author(s):  
Fredrick Lala ◽  
Patrick I. Chiyo ◽  
Patrick Omondi ◽  
Benson Okita-Ouma ◽  
Erustus Kanga ◽  
...  

Abstract Rail and road infrastructure is essential for economic growth and development but can cause a gradual loss in biodiversity and degradation of ecosystem function and services. We assessed influence of underpass dimensions, fencing, proximity to water and roads, Normalized Difference Vegetation Index (NDVI), presence of other species and livestock on underpass use by large and medium-sized mammals. Results revealed hyenas and leopards used the underpasses more than expected whereas giraffes and antelopes used the underpasses less than expected. Generalized linear mixed effects models (GLMMs) revealed that underpass height influenced their use by wildlife, with several species preferring to use taller underpasses. Electric fencing increased underpass use by funneling species towards underpasses, except for elephants and black-backed jackal for which it reduced underpass passage. GLMMs also revealed that the use of underpasses by livestock reduced the probability of their use by nearly 50% of wildlife species. Carnivore species were more likely to cross underpasses used by their prey. Buffalo, livestock, and hyenas used underpasses with higher NDVI and near water sources while baboons, dik-diks and antelope avoided underpasses with high NDVI. The findings suggest a need for diverse, and comprehensive approach for mitigating the negative impacts of rail on African wildlife.


2021 ◽  
Vol 12 ◽  
Author(s):  
Andrea Aguglia ◽  
Laura Fusar-Poli ◽  
Andrea Amerio ◽  
Valeria Placenti ◽  
Carmen Concerto ◽  
...  

Background: Long-acting injectable (LAI) antipsychotics are efficacious in managing psychotic symptoms in people affected by severe mental disorders, such as schizophrenia and bipolar disorder. The present study aimed to investigate whether attitude toward treatment and treatment adherence represent predictors of symptoms changes over time.Methods: The STAR Network “Depot Study” was a naturalistic, multicenter, observational, prospective study that enrolled people initiating a LAI without restrictions on diagnosis, clinical severity or setting. Participants from 32 Italian centers were assessed at three time points: baseline, 6-month, and 12-month follow-up. Psychopathological symptoms, attitude toward medication and treatment adherence were measured using the Brief Psychiatric Rating Scale (BPRS), the Drug Attitude Inventory (DAI-10) and the Kemp's 7-point scale, respectively. Linear mixed-effects models were used to evaluate whether attitude toward medication and treatment adherence independently predicted symptoms changes over time. Analyses were conducted on the overall sample and then stratified according to the baseline severity (BPRS < 41 or BPRS ≥ 41).Results: We included 461 participants of which 276 were males. The majority of participants had received a primary diagnosis of a schizophrenia spectrum disorder (71.80%) and initiated a treatment with a second-generation LAI (69.63%). BPRS, DAI-10, and Kemp's scale scores improved over time. Six linear regressions—conducted considering the outcome and predictors at baseline, 6-month, and 12-month follow-up independently—showed that both DAI-10 and Kemp's scale negatively associated with BPRS scores at the three considered time points. Linear mixed-effects models conducted on the overall sample did not show any significant association between attitude toward medication or treatment adherence and changes in psychiatric symptoms over time. However, after stratification according to baseline severity, we found that both DAI-10 and Kemp's scale negatively predicted changes in BPRS scores at 12-month follow-up regardless of baseline severity. The association at 6-month follow-up was confirmed only in the group with moderate or severe symptoms at baseline.Conclusion: Our findings corroborate the importance of improving the quality of relationship between clinicians and patients. Shared decision making and thorough discussions about benefits and side effects may improve the outcome in patients with severe mental disorders.


2021 ◽  
Author(s):  
Alexa Barad ◽  
Ronnie Guillet ◽  
Eva K Pressman ◽  
Philip J Katzman ◽  
Richard K Miller ◽  
...  

Abstract Background Based on limited data, it is estimated that the placenta retains 90 mg of iron (Fe). Little is known about determinants of placental Fe content. Animal data indicate that the placenta prioritizes Fe for its own needs, but this hypothesis has not been evaluated in humans. Objectives To characterize placental Fe content and placental Fe concentration (p[Fe]) in pregnant women at risk of Fe insufficiency and identify determinants of p[Fe]. Methods Placentae were collected from 132 neonates born to teens carrying singletons (≤18 y) and 101 neonates born to 48 women carrying multiples (20–46 y). Maternal and neonatal Fe status indicators (hemoglobin, SF, sTfR, serum Fe, TBI) and hormones (erythropoietin, hepcidin) were measured. P[Fe] was measured using ICP-MS. Correlation analyses and mixed-effects models were constructed to identify determinants of p[Fe]. Results Mean placental Fe content was 23 mg per placenta [95%CI 15–33] in the multiples and 40 mg [95%CI 31–51] in the teens (P = 0.03). Mean p[Fe] did not differ between the cohorts. P[Fe] was higher in anemic (175 [95%CI 120–254] μg/g) compared to non-anemic (46 [95%CI 26–82] μg/g) women carrying multiples (P = 0.009), but did not differ between anemic (62 [95%CI 40–102] μg/g) and non-anemic (73 [95%CI 56–97] μg/g) teens. In women carrying multiples, low maternal Fe status [lower SF (P = 0.002) and lower TBI (P = 0.01)] was associated with higher p[Fe], while in teens, improved Fe status [lower sTfR (P = 0.03) and higher TBI (P = 0.03)] was associated with higher p[Fe]. Conclusions Placental Fe content was ∼50% lower than previously estimated. P[Fe] is significantly associated with maternal Fe status. In women carrying multiples, poor maternal Fe status was associated with higher p[Fe], while in teens, improved Fe status was associated with higher p[Fe]. More data are needed to understand determinants of p[Fe] and the variable Fe partitioning in teens compared to mature women. Clinical Trial Registry: These clinical trials were registered at clinicaltrials.gov as NCT01019902 (https://clinicaltrials.gov/ct2/show/NCT01019902) and NCT01582802 (https://clinicaltrials.gov/ct2/show/NCT01582802).


2021 ◽  
Author(s):  
Isaac Barroso ◽  
João Tiago Guimarães ◽  
Vanda Craveiro ◽  
Milton Severo ◽  
Elisabete Ramos

Abstract A close relationship between immune and metabolic systems has been perceived in the recent past. We aimed to assess whether the immunological trajectories of circulating white blood cells (WBC) started in adolescence, affects the metabolic phenotype in adulthood. We used data from 1183 participants of the population-based EPITeen cohort, evaluated at 13, 17, 21, 24 and 27 years of age. The Immunological trajectories from 13 to 27 years old were identified by mixed-effects models, being their association with metabolic features at 27 years old measured by logistic regression. The Higher Inflammatory Activation trajectory (HIA trajectory) had the highest percentage of individuals with metabolic syndrome, while Lowest Levels of WBC trajectory (LLWBC trajectory) showed the lowest percentage. Participants with HIA trajectory had significantly higher triglycerides, waist circumference, serum uric acid and BMI. After adjustment for sex and sports practice and hs-CRP, the odds of having one or more metabolic features in adulthood was significantly lower in LLWBC trajectory. Individuals with immunological trajectories of WBC linked with a pattern of higher immune activation showed a less favourable metabolic profile, while those with the lowest levels of WBC were less likely to have metabolic risk factors in adulthood.


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