scholarly journals Baseline neurocognitive impairment (NCI) is associated with incident frailty but baseline frailty does not predict incident NCI in older persons with HIV

2021 ◽  
Author(s):  
Mary Clare Masters ◽  
Jeremiah Perez ◽  
Kunling Wu ◽  
Ronald Ellis ◽  
Karl Goodkin ◽  
...  
Keyword(s):  
Regression Models ◽  
Older Persons ◽  
Multinomial Logistic Regression ◽  
Neurocognitive Impairment ◽  
Logistic Regression Models ◽  
Increased Risk ◽  
Normal Cognitive Function ◽  
Observational Cohort ◽  
Aids Clinical Trials ◽  
Baseline Covariates

Abstract Background Neurocognitive impairment (NCI) and frailty are more prevalent among persons with HIV (PWH) compared to those without HIV. Frailty and NCI often overlap with one another. Whether frailty precedes declines in neurocognitive function among PWH or vice versa has not been well-established. Setting AIDS Clinical Trials Group (ACTG) A5322 is an observational cohort study of older PWH. Participants undergo annual assessments for NCI and frailty. Methods ACTG A5322 participants who developed NCI as indexed by tests of impaired executive functioning and processing speed during the first 3 years were compared to persons who maintained normal cognitive function; those who demonstrated resolution of NCI were compared to those who had persistent NCI. Participants were similarly compared by frailty trajectory. We fit multinomial logistic regression models to assess associations between baseline covariates (including NCI) and frailty, and associations between baseline covariates (including frailty) and NCI. Results 929 participants were included with a median age of 51 years (IQR 46-56). At study entry, 16% had NCI and 6% were frail. Over 3 years, 6% of participants developed NCI; 5% developed frailty. NCI was associated with development of frailty (odds ratio [OR]=2.06; 95% confidence interval [CI]=0.94, 4.48; p=0.07). Further adjustment for confounding strengthened this association (OR=2.79; 95% CI=1.21, 6.43; p=0.02). Baseline frailty however was not associated with NCI development. Conclusions NCI was associated with increased risk of frailty, but frailty was not associated with development of NCI. These findings suggest that the presence of NCI in PWH should prompt monitoring for the development of frailty and interventions to prevent frailty in this population.

scholarly journals Low HbA1c levels and all-cause or cardiovascular mortality among people without diabetes: the US National Health and Nutrition Examination Survey 1999–2015

2020 ◽  
Author(s):  
Kosuke Inoue ◽  
Roch Nianogo ◽  
Donatello Telesca ◽  
Atsushi Goto ◽  
Vahe Khachadourian ◽  
...  
Keyword(s):  
Cardiovascular Mortality ◽  
Regression Models ◽  
Machine Learning Algorithms ◽  
Logistic Regression Models ◽  
Health And Nutrition ◽  
Increased Risk ◽  
The Us ◽  
All Cause Mortality ◽  
Hba1c Levels

Abstract Objective It is unclear whether relatively low glycated haemoglobin (HbA1c) levels are beneficial or harmful for the long-term health outcomes among people without diabetes. We aimed to investigate the association between low HbA1c levels and mortality among the US general population. Methods This study includes a nationally representative sample of 39 453 US adults from the National Health and Nutrition Examination Surveys 1999–2014, linked to mortality data through 2015. We employed the parametric g-formula with pooled logistic regression models and the ensemble machine learning algorithms to estimate the time-varying risk of all-cause and cardiovascular mortality by HbA1c categories (low, 4.0 to <5.0%; mid-level, 5.0 to <5.7%; prediabetes, 5.7 to <6.5%; and diabetes, ≥6.5% or taking antidiabetic medication), adjusting for 72 potential confounders including demographic characteristics, lifestyle, biomarkers, comorbidities and medications. Results Over a median follow-up of 7.5 years, 5118 (13%) all-cause deaths, and 1116 (3%) cardiovascular deaths were observed. Logistic regression models and machine learning algorithms showed nearly identical predictive performance of death and risk estimates. Compared with mid-level HbA1c, low HbA1c was associated with a 30% (95% CI, 16 to 48) and a 12% (95% CI, 3 to 22) increased risk of all-cause mortality at 5 years and 10 years of follow-up, respectively. We found no evidence that low HbA1c levels were associated with cardiovascular mortality risk. The diabetes group, but not the prediabetes group, also showed an increased risk of all-cause mortality. Conclusions Using the US national database and adjusting for an extensive set of potential confounders with flexible modelling, we found that adults with low HbA1c were at increased risk of all-cause mortality. Further evaluation and careful monitoring of low HbA1c levels need to be considered.

scholarly journals Risk factors for mortality, ICU admission and bacteremia in patients suspected of sepsis at the Emergency department. A prospective cohort study

2020 ◽  
Author(s):  
Valentino D’Onofrio ◽  
Agnes Meersman ◽  
Sara Vijgen ◽  
Reinoud Cartuyvels ◽  
Peter Messiaen ◽  
...  
Keyword(s):  
Risk Factors ◽  
Cohort Study ◽  
Regression Models ◽  
Serum Lactate ◽  
Suspected Sepsis ◽  
Logistic Regression Models ◽  
Icu Admission ◽  
Observational Cohort ◽  
Independent Risk Factors ◽  
Prediction Of Prognosis

Abstract Background There is a clear need for a better assessment of independent risk factors for in-hospital mortality, ICU admission, and bacteremia in patients presenting with suspected sepsis at the ED. Methods A prospective observational cohort study including 1690 patients was performed. Two multivariable logistic regression models were used to identify independent risk factors. Results SOFA score of ≥2 and serum lactate of ≥2mmol/L were associated with all outcomes. Other independent risk factors were individual SOFA variables and SIRS variables but varied per outcome. MAP<70 mmHg negatively impacted all outcomes. Conclusion These readily available measurements can help with early risk stratification and prediction of prognosis.

scholarly journals Association of ADH1B polymorphism and alcohol consumption with increased risk of intracerebral hemorrhagic stroke

2021 ◽  
Vol 19 (1) ◽  
Author(s):  
Chun-Hsiang Lin ◽  
Oswald Ndi Nfor ◽  
Chien-Chang Ho ◽  
Shu-Yi Hsu ◽  
Disline Manli Tantoh ◽  
...  
Keyword(s):  
Ischemic Stroke ◽  
Alcohol Consumption ◽  
Genetic Variants ◽  
Regression Models ◽  
Hemorrhagic Stroke ◽  
Alcohol Exposure ◽  
Modifiable Risk Factors ◽  
Aldehyde Dehydrogenase 2 ◽  
Logistic Regression Models ◽  
Increased Risk

Abstract Background Alcohol consumption is one of the modifiable risk factors for intracerebral hemorrhage, which accounts for approximately 10–20% of all strokes worldwide. We evaluated the association of stroke with genetic polymorphisms in the alcohol metabolizing genes, alcohol dehydrogenase 1B (ADH1B, rs1229984) and aldehyde dehydrogenase 2 (ALDH2, rs671) genes based on alcohol consumption. Methods Data were available for 19,500 Taiwan Biobank (TWB) participants. We used logistic regression models to test for associations between genetic variants and stroke. Overall, there were 890 individuals with ischemic stroke, 70 with hemorrhagic stroke, and 16,837 control individuals. Participants with ischemic but not hemorrhagic stroke were older than their control individuals (mean  ±  SE, 58.47 ± 8.17 vs. 48.33 ± 10.90 years, p  <  0.0001). ALDH2 rs671 was not associated with either hemorrhagic or ischemic stroke among alcohol drinkers. However, the risk of developing hemorrhagic stroke was significantly higher among ADH1B rs1229984 TC  +  CC individuals who drank alcohol (odds ratio (OR), 4.85; 95% confidence interval (CI) 1.92–12.21). We found that the test for interaction was significant for alcohol exposure and rs1229984 genotypes (p for interaction  =  0.016). Stratification by alcohol exposure and ADH1B rs1229984 genotypes showed that the risk of developing hemorrhagic stroke remained significantly higher among alcohol drinkers with TC  +  CC genotype relative to those with the TT genotype (OR, 4.43, 95% CI 1.19–16.52). Conclusions Our study suggests that the ADH1B rs1229984 TC  +  CC genotype and alcohol exposure of at least 150 ml/week may increase the risk of developing hemorrhagic stroke among Taiwanese adults.

Prognostic significance of international normalised ratio and prothrombin time in Chinese acute ischaemic stroke patients

2022 ◽  
pp. postgradmedj-2021-141204
Author(s):  
Shoujiang You ◽  
Qiao Han ◽  
Xiaofeng Dong ◽  
Chongke Zhong ◽  
Huaping Du ◽  
...  
Keyword(s):  
Logistic Regression ◽  
Ischaemic Stroke ◽  
Prothrombin Time ◽  
Hospital Discharge ◽  
Acute Ischaemic Stroke ◽  
Regression Models ◽  
Logistic Regression Models ◽  
Risk Of Death ◽  
Increased Risk ◽  
International Normalised Ratio

BackgroundWe investigated the association between international normalised ratio (INR) and prothrombin time (PT) levels on hospital admission and in-hospital outcomes in acute ischaemic stroke (AIS) patients.MethodsA total of 3175 AIS patients enrolled from December 2013 to May 2014 across 22 hospitals in Suzhou city were included. We divided patients into four groups according to their level of admission INR: (<0.92), Q2 (0.92–0.98), Q3 (0.98–1.04) and Q4 (≥1.04) and PT. Logistic regression models were used to estimate the effect of INR and PT on death or major disability (modified Rankin Scale score (mRS)>3), death and major disability (mRS scores 4–5) separately on discharge in AIS patients.ResultsHaving an INR level in the highest quartile (Q4) was associated with an increased risk of death or major disability (OR 1.69; 95% CI 1.23 to 2.31; P-trend=0.001), death (OR, 2.64; 95% CI 1.12 to 6.19; P-trend=0.002) and major disability on discharge (OR, 1.56; 95% CI 1.13 to 2.15; P-trend=0.008) in comparison to Q1 after adjusting for potential covariates. Moreover, in multivariable logistic regression models, having a PT level in the highest quartile also significantly increased the risk of death (OR, 2.38; 95% CI 1.06 to 5.32; P-trend=0.006) but not death or major disability (P-trend=0.240), major disability (P-trend=0.606) on discharge.ConclusionsHigh INR at admission was independently associated with death or major disability, death and major disability at hospital discharge in AIS patients and increased PT was also associated with death at hospital discharge.

Poisoning deaths among late-middle aged and older adults: comparison between suicides and deaths of undetermined intent

2018 ◽  
Vol 31 (08) ◽  
pp. 1159-1169 ◽  
Author(s):  
Namkee G. Choi ◽  
Diana M. DiNitto ◽  
C. Nathan Marti ◽  
Bryan Y. Choi
Keyword(s):  
Substance Use ◽  
Regression Models ◽  
Mental Health Problems ◽  
Multinomial Logistic Regression ◽  
Accurate Determination ◽  
Health Problems ◽  
Life Stressors ◽  
Manner Of Death ◽  
Logistic Regression Models ◽  
Poisoning Deaths

ABSTRACTBackground:Given the rapid increase in prescription and illicit drug poisoning deaths in the 50+ age group, we examined precipitating/risk factors and toxicology results associated with poisoning deaths classified as suicides compared to intent-undetermined death (UnD) among decedents aged 50+.Methods:Data were from the 2005–2015 US National Violent Death Reporting System (N = 15,453). χ2 tests and multinomial logistic regression models were used to compare three groups of decedents: suicide decedent who left a suicide note, suicide decedent who did not leave a note, and UnD cases.Results:Compared to suicide decedents without a note (37.7% of the sample), those with a note (29.4%) were more likely to have been depressed and had physical health problems and other life stressors, while UnD cases (32.9%) were less likely to have had mental health problems and other life stressors but more likely to have had substance use and health problems. UnD cases were also more likely to be opioid (RRR = 2.65, 95% CI = 2.42–2.90) and cocaine (RRR = 2.59, 95% CI = 2.09–3.21) positive but less likely to be antidepressant positive. Blacks were more than twice as likely as non-Hispanic Whites to be UnDs. Results from separate regression models in the highest UnD states (Maryland and Utah) and in states other than Maryland/Utah were similar.Conclusions:Many UnDs may be more correctly classified as unintentional overdose deaths. Along with more accurate determination processes for intent/manner of death, substance use treatment and approaches to curbing opioid and other drug use problems are needed to prevent intentional and unintentional poisoning deaths.

scholarly journals Risk factors for macular pucker after rhegmatogenous retinal detachment surgery

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Toshiaki Hirakata ◽  
Yoshimune Hiratsuka ◽  
Shutaro Yamamoto ◽  
Koki Kanbayashi ◽  
Hiroaki Kobayashi ◽  
...  
Keyword(s):  
Risk Factors ◽  
Retinal Detachment ◽  
Surgical Technique ◽  
Regression Models ◽  
Rhegmatogenous Retinal Detachment ◽  
Surgical Repair ◽  
Macular Pucker ◽  
Logistic Regression Models ◽  
Retinal Breaks ◽  
Increased Risk

AbstractMacular pucker, also known as an epiretinal membrane, sometimes forms after surgical repair of a rhegmatogenous retinal detachment (RRD) and can decrease visual acuity and cause aniseikonia. However, few reports are evaluating the risk factors of macular pucker using multivariate analysis. To evaluate the risk factors for macular pucker after RRD surgery, 226 patients who underwent RRD surgery and were monitored for greater than 12 months (23.2 ± 6.4 months) after surgery were analyzed retrospectively. Of these cases, macular pucker developed in 26 cases. Multiple logistic regression models of 22 clinical characteristics were performed. An increased risk of macular pucker after RRD surgery was significantly associated with preoperative vitreous haemorrhage (Odds ratio (OR), 4.71; 95% CI 1.19–18.62), multiple retinal breaks (OR, 8.07; 95% CI 2.35–27.71), re-detachment (OR, 19.66; 95% CI 4.87–79.38), and retinal detachment area (OR, 12.91; 95% CI 2.34–71.19). Macular pucker was not associated with the surgical technique. Regardless of the surgical technique used, careful observation for postoperative macular pucker is needed after RRD surgery in high-risk cases. These findings can be used to improve the surgical management of patients with RRD. (183 words).

scholarly journals Changes in Illegal Behavior During Emerging Adulthood

10.18060/2125 ◽  
2013 ◽  
Vol 14 (2) ◽  
pp. 458-476 ◽  
Author(s):  
Badiah Haffejee ◽  
Jamie Rae Yoder ◽  
Kimberly Bender
Keyword(s):  
Emerging Adulthood ◽  
Emerging Adults ◽  
Regression Models ◽  
Multinomial Logistic Regression ◽  
Work Practice ◽  
Social Work Practice ◽  
Mixed Methods Study ◽  
Logistic Regression Models ◽  
Illegal Behavior ◽  
Illegal Activities

Emerging adulthood marks a critical developmental juncture during which some individuals disengage from the illegal behavior of their adolescence while others continue to use substances and commit crimes. While risk factors for delinquency during adolescence are well studied, factors that influence persisting or desisting from illegal activities during emerging adulthood have not been fully explored. This mixed methods study utilizes a sample of college students aged 18-25 (N=74) and examines factors differentiating those who abstained from illegal behaviors, desisted from illegal behaviors, and persisted in illegal behaviors. Multinomial logistic regression models indicated peers offending and hours spent studying predicted desisting and peers offending predicted persisting (compared to the abstaining group). Three qualitative themes: family and peer bonds, morals and values, and fear of consequences further explained factors influencing emerging adults’ persisting and desisting choices. Implications for social work practice are explored.

Domestic Violence Reported to the Police: Correlates of Victims’ Reporting Behavior and Support to Legal Proceedings

2016 ◽  
Vol 31 (3) ◽  
pp. 402-415 ◽  
Author(s):  
Rémi Boivin ◽  
Chloé Leclerc
Keyword(s):  
Domestic Violence ◽  
Logistic Regression ◽  
Regression Models ◽  
Multinomial Logistic Regression ◽  
The Other ◽  
Individual Factors ◽  
Initial Report ◽  
Logistic Regression Models ◽  
Legal Proceedings ◽  
History Of

This article analyzes reported incidents of domestic violence according to the source of the complaint and whether the victim initially supported judicial action against the offender. Almost three quarters of incidents studied were reported by the victim (72%), and a little more than half of victims initially wanted to press charges (55%). Using multinomial logistic regression models, situational and individual factors are used to distinguish 4 incident profiles. Incidents in which the victim made the initial report to the police and wished to press charges are the most distinct and involve partners who were already separated at the time of the incident or had a history of domestic violence. The other profiles also show important differences.

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