scholarly journals Cox proportional hazards models have more statistical power than logistic regression models in cross-sectional genetic association studies

2008 ◽  
Vol 16 (9) ◽  
pp. 1111-1116 ◽  
Author(s):  
Jeroen B van der Net ◽  
A Cecile J W Janssens ◽  
Marinus J C Eijkemans ◽  
John J P Kastelein ◽  
Eric J G Sijbrands ◽  
...  
Keyword(s):  
Regression Models ◽  
Statistical Power ◽  
Proportional Hazards ◽  
Association Studies ◽  
Genetic Association Studies ◽  
Cox Proportional Hazards ◽  
Cross Sectional ◽  
Proportional Hazards Models ◽  
Logistic Regression Models ◽  
Cox Proportional Hazards Models

Abstract P370: Opioid and Gabapentinoid Medication Use and the Risks of Atrial Fibrillation and Supraventricular Ectopy in the Multi-ethnic Study of Atherosclerosis

Circulation ◽  
2020 ◽  
Vol 141 (Suppl_1) ◽  
Author(s):  
Barbara N Harding ◽  
Kerri Wiggins ◽  
Paul Jensen ◽  
Bruce M Psaty ◽  
Susan R Heckbert ◽  
...  
Keyword(s):  
Atrial Fibrillation ◽  
Regression Models ◽  
Proportional Hazards ◽  
Cardiovascular Effects ◽  
Cox Proportional Hazards ◽  
Ecg Monitoring ◽  
Opioid Use ◽  
Cross Sectional ◽  
Ethnic Study ◽  
Logistic Regression Models

Purpose: Opioids and gabapentinoids may have adverse cardiovascular effects. We evaluated whether these medications were associated with incident clinically-detected atrial fibrillation (AF) or monitor-detected supraventricular ectopy (SVE), including premature atrial contractions (PACs) and supraventricular tachycardia (SVT). Methods: We used data from the Multi-Ethnic Study of Atherosclerosis (MESA), a cohort study that enrolled 6,814 Americans without clinically-detected cardiovascular disease (CVD) in 2000-2002. At the 2016-2018 examination, a subset of participants received extended ambulatory electrocardiographic (ECG) monitoring with a device that records up to 14 days of continuous data. Longitudinal analyses investigated time-varying medication exposures at 5 exams (through 2012) and the risk of incident clinically-detected AF through 2015 using Cox proportional hazards regression models. Cross-sectional analyses investigated medication exposures at the 2016-2018 examination and the risk of monitor-detected SVE using linear and logistic regression models. Methods: The longitudinal cohort included 6,652 participants. Opioid and gabapentenoid use increased over time (Figure). During 12.4 years of mean follow-up, 961 participants (14.4%) experienced incident AF. Opioid use and gabapentinoid use were not associated with the risk of incident AF compared with no use. The cross-sectional analysis included 1,435 participants with ECG monitoring. Compared with non-use, gabapentinoid use was associated with an 84% greater count of PACs/hour (95% CI, 25%-171%) and with a 44% greater average number of runs of SVT/day (95% CI, 3%-100%) but not with a higher odds of SVT. No associations were found with use of opioids in cross-sectional analyses. Conclusions: In this study, gabapentinoid use was associated with more SVE. Given the rapid increase in gabapentinoid use, additional studies are needed to clarify whether these medications increase the risk of CVD complications.

scholarly journals Are there sex differences among colorectal cancer patients in treatment and survival? A Swiss cohort study

2021 ◽  
Vol 147 (5) ◽  
pp. 1407-1419
Author(s):  
Manuela Limam ◽  
Katarina Luise Matthes ◽  
Giulia Pestoni ◽  
Eleftheria Michalopoulou ◽  
Leonhard Held ◽  
...  
Keyword(s):  
Colorectal Cancer ◽  
Regression Models ◽  
Proportional Hazards ◽  
Treatment Decision ◽  
Tumor Stage ◽  
Primary Treatment ◽  
Cox Proportional Hazards ◽  
Men And Women ◽  
Logistic Regression Models ◽  
Comorbidity Index

Abstract Background Colorectal cancer (CRC) is among the three most common incident cancers and causes of cancer death in Switzerland for both men and women. To promote aspects of gender medicine, we examined differences in treatment decision and survival by sex in CRC patients diagnosed 2000 and 2001 in the canton of Zurich, Switzerland. Methods Characteristics assessed of 1076 CRC patients were sex, tumor subsite, age at diagnosis, tumor stage, primary treatment option and comorbidity rated by the Charlson Comorbidity Index (CCI). Missing data for stage and comorbidities were completed using multivariate imputation by chained equations. We estimated the probability of receiving surgery versus another primary treatment using multivariable binomial logistic regression models. Univariable and multivariable Cox proportional hazards regression models were used for survival analysis. Results Females were older at diagnosis and had less comorbidities than men. There was no difference with respect to treatment decisions between men and women. The probability of receiving a primary treatment other than surgery was nearly twice as high in patients with the highest comorbidity index, CCI 2+, compared with patients without comorbidities. This effect was significantly stronger in women than in men (p-interaction = 0.010). Survival decreased with higher CCI, tumor stage and age in all CRC patients. Sex had no impact on survival. Conclusion The probability of receiving any primary treatment and survival were independent of sex. However, female CRC patients with the highest CCI appeared more likely to receive other therapy than surgery compared to their male counterparts.

scholarly journals Quantitative assessment of erector spinae muscles and prognosis in elderly patients with pneumonia

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Hiroki Yoshikawa ◽  
Kosaku Komiya ◽  
Takashi Yamamoto ◽  
Naoko Fujita ◽  
Hiroaki Oka ◽  
...  
Keyword(s):  
Elderly Patients ◽  
Hospital Mortality ◽  
Regression Models ◽  
Proportional Hazards ◽  
Community Acquired Pneumonia ◽  
Cox Proportional Hazards ◽  
Erector Spinae ◽  
Cross Sectional ◽  
Proportional Hazards Regression ◽  
Survivor Group

AbstractErector spinae muscle (ESM) size has been reported as a predictor of prognosis in patients with some respiratory diseases. This study aimed to assess the association of ESM size on all-cause in-hospital mortality among elderly patients with pneumonia. We retrospectively included patients (age: ≥ 65 years) admitted to hospital from January 2015 to December 2017 for community-acquired pneumonia who underwent chest computed tomography (CT) on admission. The cross-sectional area of the ESM (ESMcsa) was measured on a single-slice CT image at the end of the 12th thoracic vertebra and adjusted by body surface area (BSA). Cox proportional hazards regression models were used to assess the influence of ESMcsa/BSA on in-hospital mortality. Among 736 patients who were admitted for pneumonia, 702 patients (95%) underwent chest CT. Of those, 689 patients (98%) for whom height and weight were measured to calculate BSA were included in this study. Patients in the non-survivor group were significantly older, had a greater frequency of respiratory failure, loss of consciousness, lower body mass index, hemoglobin, albumin, and ESMcsa/BSA. Multivariate analysis showed that a lower ESMcsa/BSA independently predicted in-hospital mortality after adjusting for these variables. In elderly patients with pneumonia, quantification of ESMcsa/BSA may be associated with in-hospital mortality.

A Motion of No Confidence: Leadership and Rebel Fragmentation

2020 ◽  
Vol 5 (4) ◽  
pp. 598-616 ◽  
Author(s):  
Austin C Doctor
Keyword(s):  
Civil War ◽  
Proportional Hazards ◽  
Original Data ◽  
Cox Proportional Hazards ◽  
Stage I ◽  
Logistic Regression Models ◽  
Structure And Agency ◽  
Rebel Groups ◽  
Cox Proportional Hazards Models ◽  
War Experiences

Abstract Why do rebel organizations splinter into competing factions during civil war? To explain this outcome, I leverage variation in rebel leadership. I argue that rebel leaders draw on their pre-war experiences—i.e., their military and political experiences—to manage their organizations during conflict. These experiences bear unique patterns of rebel management and, thus, corresponding risks of fragmentation. Empirical evidence comes from a two-stage research design and original data featuring over 200 rebel leaders from 1989 to 2014. In the first stage, I estimate the probability of group fragmentation with a series of logistic regression models. In the second stage, I use Cox proportional-hazards models to estimate leadership effects on the rate of group fragmentation. Results indicate that variation in rebel leadership corresponds with unique risks of fragmentation. In particular, the results suggest that leaders with real military experience are best equipped to maintain group cohesion. This study offers insight into the processes by which rebel groups splinter into armed factions. In addition, it makes an important contribution to the broader discussion on the roles of structure and agency in shaping the dynamics of civil war.

The Longitudinal Association of Vision Impairment with Transitions to Cognitive Impairment and Dementia: Findings from The Aging, Demographics and Memory Study

2021 ◽  
Author(s):  
Joshua R Ehrlich ◽  
Bonnielin K Swenor ◽  
Yunshu Zhou ◽  
Kenneth M Langa
Keyword(s):  
Visual Acuity ◽  
Logistic Regression ◽  
Cognitive Impairment ◽  
Proportional Hazards ◽  
Population Based ◽  
Cox Proportional Hazards ◽  
Vision Impairment ◽  
Logistic Regression Models ◽  
Cox Proportional Hazards Models ◽  
Longitudinal Association

Abstract Background Vision impairment (VI) is associated with incident cognitive decline and dementia. However, it is not known whether VI is associated only with the transition to cognitive impairment, or whether it is also associated with later transitions to dementia. Methods We used data from the population-based Aging, Demographics and Memory Study (ADAMS) to investigate the association of visual acuity impairment (VI; defined as binocular presenting visual acuity <20/40) with transitions from cognitively normal (CN) to cognitive impairment no dementia (CIND) and from CIND to dementia. Multivariable Cox proportional hazards models and logistic regression were used to model the association of VI with cognitive transitions, adjusted for covariates. Results There were 351 participants included in this study (weighted percentages: 45% male, 64% age 70-79 years) with a mean follow-up time of 4.1 years. In a multivariable model, the hazard of dementia was elevated among those with VI (HR=1.63, 95%CI=1.04-2.58). Participants with VI had a greater hazard of transitioning from CN to CIND (HR=1.86, 95%CI=1.09-3.18). However, among those with CIND and VI a similar percentage transitioned to dementia (48%) and remained CIND (52%); there was no significant association between VI and transitioning from CIND to dementia (HR=0.94, 95%CI=0.56-1.55). Using logistic regression models, the same associations between VI and cognitive transitions were identified. Conclusions Poor vision is associated with the development of CIND. The association of VI and dementia appears to be due to the higher risk of dementia among individuals with CIND. Findings may inform the design of future interventional studies.

scholarly journals Markers of Iron Metabolism and Stroke Risk: Cross-Sectional and Longitudinal Findings from the China Health and Nutrition Survey (CHNS)

2022 ◽  
Author(s):  
Dong Liu ◽  
Ya Zhang ◽  
Cui-Cui Wang ◽  
Xiao-Hong E ◽  
Hui Zuo
Keyword(s):  
Iron Metabolism ◽  
Stroke Risk ◽  
Proportional Hazards ◽  
High Sensitivity ◽  
Cox Proportional Hazards ◽  
Contributing Factors ◽  
Nutrition Survey ◽  
Cross Sectional ◽  
Health And Nutrition ◽  
Cox Proportional Hazards Models

Background: The association of iron metabolism or status with the stroke risk remains unclear. We aimed to examine the associations between markers of iron metabolism or status and stroke risk using data from the China Health and Nutrition Survey (CHNS). Methods: Overall, 8589 in the CHNS in 2009, and 7290 participants between 2009 and 2015 were included in the cross-sectional and longitudinal analyses, respectively. Markers included hemoglobin, ferritin (FET), transferrin (TRF), soluble transferrin receptor (sTRF-R), and ratio of sTRF-R/log FET (sTfR-F index). Multivariable logistic regression and Cox proportional hazards models were used to analyze the associations between those markers and risk of stroke. Age, gender, high-sensitivity CRP (hsCRP), body mass index (BMI), current smoking, drinking status, diabetes and hypertension were included as potential confounding factors. Results: We observed longitudinal associations of hemoglobin (HR: 1.54, 95% CI: 1.15 – 2.06, P = 0.004), and sTfR-F index (HR: 0.68, 95% CI: 0.46 – 0.99, P = 0.044) with stroke risk among the participants whose BMI ≤ 23 kg/m2. In addition, FET levels were significantly associated with stroke risk among female (HR: 1.45, 95% CI: 1.00 – 2.09, P = 0.049) after a median of 6.1 years follow-up. Hemoglobin, FET, TRF, sTRF-R, and sTfR-F index were not associated with the risk of stroke in overall analyses. Conclusion: FET among female, hemoglobin and sTfR-F index among those BMI ≤ 23 kg/m2 may be contributing factors for stroke.

Death in Rural Georgia: A Historical Comparison of Georgians and Ossets in the Kistauri Commune

2020 ◽  
Vol 45 (4) ◽  
pp. 457-478
Author(s):  
Tinatin Zurabishvili ◽  
Rennie Lee ◽  
Rebecca Jean Emigh
Keyword(s):  
Proportional Hazards ◽  
Cox Proportional Hazards ◽  
Republic Of Georgia ◽  
Age At Death ◽  
Proportional Hazards Models ◽  
Independent Variables ◽  
Historical Comparison ◽  
Factors Influencing ◽  
Cox Proportional Hazards Models ◽  
Residency Status

This article examines the factors influencing age at death in the multiethnic villages, comprised mostly of Georgians and Ossets, in the Kistauri commune in the eastern Republic of Georgia between 1897 and 1997. The data are analyzed with Cox proportional hazards models using age at death as the dependent variable, and ethnicity, gender, marital status, residency status, and year of birth as the independent variables. The results show that Georgians lived longer than Ossets. Individuals who had ever been married lived longer than those who had not. The results perhaps reflect harsher living conditions for Ossets, the ethnic minority, despite Soviet ideologies about equality.

scholarly journals The prognostic role of plasma fibrinogen in adult secondary hemophagocytic lymphohistiocytosis

2020 ◽  
Vol 15 (1) ◽  
Author(s):  
Guangli Yin ◽  
Changfeng Man ◽  
Jiayu Huang ◽  
Shengen Liao ◽  
Xin Gao ◽  
...  
Keyword(s):  
Hemophagocytic Lymphohistiocytosis ◽  
Inflection Point ◽  
Proportional Hazards ◽  
Cubic Spline ◽  
Cox Proportional Hazards ◽  
Plasma Fibrinogen ◽  
Proportional Hazards Models ◽  
Cox Proportional Hazards Models ◽  
Cubic Spline Curve ◽  
Secondary Hemophagocytic Lymphohistiocytosis

Abstract Background In adult patients with secondary hemophagocytic lymphohistiocytosis (sHLH), no valid immune biomarker has been available for predicting the prognosis of untreated sHLH patients. Methods Circulating plasma levels of fibrinogen (FIB) were measured at diagnosis in 293 cases of adult sHLH. We categorized FIB levels into tertiles. Multivariable Cox proportional hazards models were used to evaluate the relationship between FIB and survival. Restricted cubic spline models and two-piecewise Cox proportional hazards models were used to address the nonlinear association between FIB and mortality. Results During a median follow-up of 52 (interquartile ranges, 18–221) days, 208 deaths occurred, with 137 deaths in malignancy-associated hemophagocytic lymphohistiocytosis (MHLH) and 71 deaths in non-malignancy-associated hemophagocytic lymphohistiocytosis (non-MHLH). After multivariable adjustment, compared with the highest tertile of FIB, the hazard ratios (HRs) with 95% confidence intervals (CIs) of survival for tertile 2 and tertile 1 were 1.06 (0.90–1.24) and 0.84 (0.71–0.98), respectively. The restricted cubic spline curve displayed a nonlinear and inverse relationship between FIB and mortality. Furthermore, the threshold effect analysis demonstrated that the inflection point for the curve was at an FIB level of 1.76 g/L. The HRs (95% CIs) for survival were 0.68 (0.55–0.83) and 1.08 (0.96–1.21) on the left and right side of the inflection point, respectively. Conclusions These results suggest that plasma fibrinogen is nonlinearly and inversely associated with the risk of mortality in adult secondary hemophagocytic lymphohistiocytosis.

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