Multivariable Ordinal Regression Models Research Articles

Progression independent of relapse activity in relapsing multiple sclerosis: impact and relationship with secondary progression.

We investigated the occurrence and relative contribution of relapse-associated worsening (RAW) and progression independent of relapse activity (PIRA) to confirmed disability accrual (CDA) and transition to secondary progression (SP) in relapsing multiple sclerosis (MS). Relapsing-onset MS patients with follow-up > / = 5years (16,130) were extracted from the Italian MS Registry. CDA was a 6-month confirmed increase in Expanded Disability Status Scale (EDSS) score. Sustained disability accumulation (SDA) was a CDA with no EDSS improvement in all subsequent visits. Predictors of PIRA and RAW and the association between final EDSS score and type of CDA were assessed using logistic multivariable regression and multivariable ordinal regression models, respectively. Over 11.8 ± 5.4years, 16,731 CDA events occurred in 8998 (55.8%) patients. PIRA (12,175) accounted for 72.3% of CDA. SDA occurred in 8912 (73.2%) PIRA and 2583 (56.7%) RAW (p < 0.001). 4453 (27.6%) patients transitioned to SPMS, 4010 (73.2%) out of 5476 patients with sustained PIRA and 443 (24.8%) out of 1790 patients with non-sustained PIRA. In the multivariable ordinal regression analysis, higher final EDSS score was associated with PIRA (estimated coefficient 0.349, 95% CI 0.120-0.577, p = 0.003). In this real-world relapsing-onset MS cohort, PIRA was the main driver of disability accumulation and was associated with higher disability in the long term. Sustained PIRA was linked to transition to SP and could represent a more accurate PIRA definition and a criterion to mark the putative onset of the progressive phase.

The lesion core extent modulates the impact of early perfusion mismatch imaging on outcome variability after thrombectomy in stroke.

Despite profitable group effects on functional outcomes after mechanical thrombectomy (MT) in large vessel occlusion (LVO), many patients with successful reperfusion show a non-favorable long-term outcome, highlighting the necessity to identify potential biomarkers predicting outcome variability. In this regard, the role of perfusion mismatch imaging for outcome variability in the early time window within 6 h after symptom onset is a matter of debate. We attempted to investigate under which conditions early perfusion mismatch imaging accounts for variability in functional outcomes after mechanical thrombectomy. In a retrospective single-center study, we examined 190 consecutive patients with LVO who were admitted to the Medical Center Lübeck within 6 h after symptom onset, all of whom underwent MT. Perfusion mismatch was quantified by applying the Alberta Stroke Program Early CT score (ASPECTS) on CT-measured cerebral blood flow (CBF-ASPECTS) and subtracting it from an ASPECTS application on cerebral blood volume (CBV-ASPECTS), i.e., ASPECTS mismatch. Using multivariate ordinal regression models, associations between ASPECTS mismatch and modified Rankin Scale (mRS) after 90 days were assessed. Furthermore, the interaction between ASPECTS mismatch and the core lesion volume was calculated to evaluate conditional associations. ASPECTS mismatch did not correlate with functional outcomes when corrected for multiple influencing covariables. However, interactions between ASPECTS mismatch and CBV-ASPECTS [OR: 1.12 (1.06-1.18), p-value < 0.001], as well as NCCT-ASPECTS [OR: 1.15 (1.06-1.25), p-value < 0.001], did show a significant association with functional outcomes. Model comparisons revealed that, profoundly, in patients with large core lesion volumes (CBV-ASPECTS < 6 or NCCT-ASPECTS < 6), perfusion mismatch showed a negative correlation with the mRS. Perfusion mismatch imaging within the first 6 h of symptom onset provides valuable insights into the outcome variability of LVO stroke patients receiving thrombectomy but only in patients with large ischemic core lesions.

Candidate Kidney Protective Strategies for Patients Undergoing Major Abdominal Surgery: A Secondary Analysis of the RELIEF Trial Cohort.

Acute kidney injury (AKI) is common after major abdominal surgery. Selection of candidate kidney protective strategies for testing in large trials should be based on robust preliminary evidence. A secondary analysis of the Restrictive versus Liberal Fluid Therapy in Major Abdominal Surgery (RELIEF) trial was conducted in adult patients undergoing major abdominal surgery and randomly assigned to a restrictive or liberal perioperative fluid regimen. The primary outcome was maximum AKI stage before hospital discharge. Two multivariable ordinal regression models were developed to test the primary hypothesis that modifiable risk factors associated with increased maximum stage of postoperative AKI could be identified. Each model used a separate approach to variable selection to assess the sensitivity of the findings to modeling approach. For model 1, variable selection was informed by investigator opinion; for model 2, the Least Absolute Shrinkage and Selection Operator (LASSO) technique was used to develop a data-driven model from available variables. Of 2,444 patients analyzed, stage 1, 2, and 3 AKI occurred in 223 (9.1%), 59 (2.4%), and 36 (1.5%) patients, respectively. In multivariable modeling by model 1, administration of a nonsteroidal anti-inflammatory drug or cyclooxygenase-2 inhibitor, intraoperatively only (odds ratio, 1.77 [99% CI, 1.11 to 2.82]), and preoperative day-of-surgery administration of an angiotensin-converting enzyme inhibitor or angiotensin receptor blocker compared to no regular use (odds ratio, 1.84 [99% CI, 1.15 to 2.94]) were associated with increased odds for greater maximum stage AKI. These results were unchanged in model 2, with the additional finding of an inverse association between nadir hemoglobin concentration on postoperative day 1 and greater maximum stage AKI. Avoiding intraoperative nonsteroidal anti-inflammatory drugs or cyclooxygenase-2 inhibitors is a potential strategy to mitigate the risk for postoperative AKI. The findings strengthen the rationale for a clinical trial comprehensively testing the risk-benefit ratio of these drugs in the perioperative period.

Association Between Body Mass Index and Functional Outcomes in Patients With Intracerebral Hemorrhage.

Evidence of the so-called "obesity paradox," which refers to the protective effect and survival benefit of obesity in patients with spontaneous intracerebral hemorrhage (ICH), remains controversial. This study aims to determine the association between body mass index (BMI) and functional outcomes in patients with ICH and whether it is modified by race/ethnicity. Included individuals were derived from the Ethnic/Racial Variations of Intracerebral Hemorrhage study, which prospectively recruited 1,000 non-Hispanic White, 1,000 non-Hispanic Black, and 1,000 Hispanic patients with spontaneous ICH. Only patients with available BMI were included. The primary outcome was 90-day mortality. Secondary outcomes were mortality at discharge, modified Rankin Scale (mRS), Barthel Index, and self-reported health status measures at 90 days. Associations between BMI and ICH outcomes were assessed using univariable and multivariable logistic, ordinal, and linear regression models, as appropriate. Sensitivity analyses after excluding frail patients and by patient race/ethnicity were performed. A total of 2,841 patients with ICH were included. The median age was 60 years (interquartile range 51-73). Most patients were overweight (n = 943; 33.2%) or obese (n = 1,032; 36.3%). After adjusting for covariates, 90-day mortality was significantly lower among overweight and obese patients than their normal weight counterparts (adjusted odds ratio [aOR] = 0.71 [0.52-0.98] and aOR = 0.70 [0.50-0.97], respectively). Compared with patients with BMI <25 kg/m2, those with BMI ≥25 kg/m2 had better 90-day mRS (aOR = 0.80 [CI 0.67-0.95]), EuroQoL Group 5-Dimension (EQ-5D) (aβ = 0.05 [0.01-0.08]), and EQ-5D VAS (aβ = 3.80 [0.80-6.98]) scores. These differences persisted after excluding withdrawal of care patients. There was an inverse relationship between BMI and 90-day mortality (aOR = 0.97 [0.96-0.99]). Although non-Hispanic White patients had significantly higher 90-day mortality than non-Hispanic Black and Hispanic (26.6% vs 19.5% vs 18.0%, respectively; p < 0.001), no significant interactions were found between BMI and race/ethnicity. No significant interactions between BMI and age or sex for 90-day mortality were found, whereas for 90-day mRS, there was a significant interaction with age (pinteraction = 0.004). We demonstrated that a higher BMI is associated with decreased mortality, improved functional outcomes, and better self-reported health status at 90 days, thus supporting the paradoxical role of obesity in patients with ICH. The beneficial effect of high BMI does not seem to be modified by race/ethnicity or sex, whereas age may play a significant role in patient functional outcomes.

Association of Socio-Demographic Factors, Social Determinants of Health, and Weekly Physical Activity in an Urban Hospital in Northwest Indiana

Background: Engaging in regular physical activity has been proven to have beneficial health effects such as preventing chronic diseases and improving mental health. Recent studies have demonstrated correlations between socio-demographic factors and physical activity levels. This study determined the associations between socio-demographic factors, social determinants of health and the amount of weekly physical activity in patients occupying an urban underserved area.&#x0D; Methods: This study retrospectively analyzed a dataset generated by St. Mary Medical Center from EPIC™ with demographic characteristics and physical activity levels partitioned by time per week for adult inpatient visits from January 2021 to March 2023. Patients were stratified into physical activity levels based upon published guidelines: inactive (no physical activity), insufficiently active (&lt;150 minutes per week) or sufficiently active (≥150 minutes per week). Data analysis was conducted in SPSS 28.0 using tests of association including Kruskal Wallis H and multivariate ordinal regression model. This study was exempted by Indiana University Human Research Protection Program (IRB # 14040).&#x0D; Results: The sample of individuals from the dataset who answered physical activity questions was comprised of 1498 patients. There was a statistically significant difference in physical activity level by age group (p&lt;0.001), sex (p&lt;0.05), insurance category (p&lt;0.001), and social connections risk score (p&lt;0.001); with race (p=0.057) and language (p=0.054) approaching significance. Multivariate analysis showed that age was the only significant factor when accounting for all variables, with higher age groups reporting lower proportions of physically active individuals.&#x0D; Conclusion: Determining how socio-demographic factors influence physical activity levels will direct efforts to form and implement new interventions in the Northwest Indiana urban area and support community health initiatives. This data makes it possible to inform practitioners of the demographics that are at risk of being insufficiently active and having them direct those patients to programs in place to help bridge the lapse.

The circulating sclerostin as a biomarker for brain white matter damage in hemodialysis patients

AbstractBackgroundPatients with kidney disease, especially those receiving hemodialysis, presented a higher risk of cognitive impairment and brain white matter damage than those without kidney disease. Previous research suggests an association between lower bone marrow densities and cognitive impairments. However, the study investigating the relationship between bone turnover biomarkers and brain white matter damage in hemodialysis patients is sparse.MethodsThe enrolled hemodialysis participants were examed on the Fazekas scale of brain magnetic resonance imaging (MRI) white matter lesions and measured 8 bone turnover proteins using the Luminex bead‐based multiplex assay. The Fazekas scale of periventricular lesions was from grade 0 to grade 3. Multivariable ordinal regression and logistic regression models were examined to determine the independent relationship between bone turnover proteins and the Fazekas scale of periventricular lesions.ResultsIn 59 hemodialysis patients, older patients had more periventricular lesions on the Fazekas scale, which was connected with a worse Mini‐Mental State Examination score (MMSE). The serum level of sclerostin, one of eight bone turnover proteins, displayed a dose‐response relationship (P value for trend = 0.004), meaning that a greater sclerostin level was connected with a lower grade on the Fazekas scale. Both the ordinal regression model (odds ratio [OR] 0.886; 95% confidence interval [CI] 0.828‐0.947, P value 0.001) and the logistic regression model (odds ratio [OR] 0.828; 95% 0.712‐0.963, P value = 0.014) determined a negative association between sclerostin and the Fazekas scale of periventricular lesions after complete adjustment for potential confounders.ConclusionsThe brain white matter damage was inversely correlated with the level of circulating sclerostin. Our finding suggested a possible connection between bone turnover proteins and brain damage.

2951. Nursing home clinician characteristics associated with simulated urinary tract infection treatment decision-making

Abstract Background Antibiotic overuse and misuse are common in nursing homes (NHs). Urinary tract infection (UTI) is the most common indication for antibiotics in NHs. We conducted a clinical vignette experiment to identify clinician-level characteristics associated with suboptimal UTI treatment decision-making among a sample of NH clinicians. Methods Six clinical vignettes, two designed to assess clinicians’ treatment threshold and four designed to assess antibiotic choice decision-making, were created through an iterative process. NH clinicians were recruited nationally via professional organizations from December 2021 to April 2022. Clinical vignettes were shared using a web-based survey tool (Qualtrics) during which participants were asked if they would initiate antibiotics and which one. Participants provided demographic information, including degree, specialty training and NH experience. A multivariable logistic regression model with the decision to initiate antibiotic therapy (Yes/No) as the dependent variable and a multivariable ordinal regression model with number of vignettes for which a fluoroquinolone (FQ) was empirically chosen as the dependent variable were constructed in R. Results A total of 298 NH clinicians, whose characteristics are detailed in Table 1, responded to the survey. Despite national guidelines not recommending treatment for asymptomatic bacteriuiria (ASB), 10.4% of participants chose to initiate antibiotics when presented with the ASB vignette. Physicians (vs. APPs) and clinicians with ≥ 10 years NH experience were less likely to initiate antibiotics for ASB (Table 2). Empiric treatment was withheld for simple cystitis by 38.9% of clinicians, with APPs more likely to withhold antibiotics than physicians (Table 2). Across the four cases assessing empiric antibiotic choice, 38.3% of clinicians chose a FQ in at least one clinical case (Table 1). Clinicians with more years of NH-practice experience were more likely to prescribe a FQ (aOR 2.41, 95% CI 1.47-3.95, p&amp;lt; 0.01, Table 2). Respondent Characteristics Abbreviations: Advanced Practice Provider (APP); Asymptomatic bacteriuria (ASB); Fluoroquinolone (FQ), Nursing Home (NH). Effect of clinician credentials, training, and experience on antibiotic prescribing for urinary tract infection Abbreviations: * reference; Adjusted odds ratio (aOR); Confidence interval (CI); Asymptomatic bacteriuria (ASB); Advanced practitioner (APP) Conclusion Our results indicate that specific clinician characteristics are associated with suboptimal antibiotic prescribing. This suggests that tailoring stewardship interventions to clinician-specific factors may augment ongoing efforts to improve antibiotic use in NHs. Disclosures Lindsay Taylor, MD, MS, Merck: Grant/Research Support Robin Jump, MD, PhD, Merck: Grant/Research Support|Pfizer: Advisor/Consultant|Pfizer: Grant/Research Support

Knowledge of Vaccination Against Influenza and Pneumococcus in Patients with Chronic Obstructive Pulmonary Disease in an Integrated Care Program.

To compare the level of knowledge in vaccination against influenza and pneumococcus of patients with chronic obstructive pulmonary disease (COPD) who are managed in an Integrated Care Program (ICP) with those who receive usual care (UC). A telephone survey of patients diagnosed with COPD registered in public care networks or private institutions was done. A descriptive and comparative analysis of the characteristics of the ICP and UC groups was carried out. The relationship between belonging to an ICP and the level of knowledge about vaccination was evaluated using Propensity Score Matching (PSM) and multivariate logistic and ordinal regression models. Of 674 study participants, 27.2% were from the ICP group. ICP patients were older, more frequently men, from a higher socioeconomic stratum and a higher educational level (p<0.05). 75.5% of the patients in the ICP group had a high level of vaccination knowledge compared to 42.7% in the UC group (p<0.001). In the multivariate analysis, adjusting for sociodemographic variables, years of COPD diagnosis, and comorbidities, belonging to the ICP was associated with a higher probability of answering questions about vaccination correctly and having a high level of knowledge (OR 3.397, IC 95% 2.058-5.608, p<0.001). Patients with COPD managed in an ICP have a higher level of knowledge in vaccination against influenza and pneumococcus, compared to patients in usual care.

Health-related Quality of Life of Patients With Diabetes Mellitus Measured With the Bahasa Indonesia Version of EQ-5D in Primary Care Settings in Indonesia.

Diabetes mellitus (DM) is a serious public health issue that places a heavy financial, social, and health-related burden on individuals, families, and healthcare systems. Self-reported health-related quality of life (HRQoL) is extensively used for monitoring the general population's health conditions and measuring the effectiveness of interventions. Therefore, this study investigated HRQoL and associated factors among patients with type 2 DM at a primary healthcare center in Indonesia. A cross-sectional study was conducted in Klaten District, Central Java, Indonesia, from May 2019 to July 2019. In total, 260 patients with DM registered with National Health Insurance were interviewed. HRQoL was measured with the EuroQol Group's validated Bahasa Indonesia version of the EuroQoL 5-Dimension 5-Level (EQ-5D-5L) with the Indonesian value set. Multivariate regression models were used to identify factors influencing HRQoL. Data from 24 patients were excluded due to incomplete information. Most participants were men (60.6%), were aged above 50 years (91.5%), had less than a senior high school education (75.0%), and were unemployed (85.6%). The most frequent health problems were reported for the pain/discomfort dimension (64.0%) followed by anxiety (28.4%), mobility (17.8%), usual activities (10.6%), and self-care (6.8%). The average EuroQoL 5-Dimension (EQ-5D) index score was 0.86 (95% confidence interval [CI], 0.83 to 0.88). In the multivariate ordinal regression model, a higher education level (coefficient, 0.08; 95% CI, 0.02 to 0.14) was a significant predictor of the EQ-5D-5L utility score. Patients with diabetes had poorer EQ-5D-5L utility values than the general population. DM patients experienced pain/discomfort and anxiety. There was a substantial positive relationship between education level and HRQoL.

A racial analysis of pain outcomes following microvascular decompression for trigeminal neuralgia.

Pain outcomes by race in trigeminal neuralgia (TN) are not well investigated. The authors aimed to compare microvascular decompression (MVD) outcomes in TN patients on the basis of self-identified race. The authors retrospectively reviewed all patients with TN who underwent MVD at their institution from 2007 to 2020. Each patient's self-reported race was recorded, and Barrow Neurological Institute (BNI) scores for pain and numbness were compared. Factors associated with pain recurrence were assessed using survival analyses and multivariate regressions. Of 1011 patients, 925 reported their racial demographic characteristics, and patients who identified as Native American or American Indian and Native Hawaiian or Pacific Islander were excluded due to small sample sizes. Of the resulting 921 patients, 697 (75.7%) patients identified as White, 108 (11.7%) as Black or African American, 39 (4.2%) as Asian, and 77 (8.4%) as other. Compared with White patients, Black TN patients were more likely to present with type 1 TN (p = 0.02). At final follow-up, the mean BNI pain score of Black patients was significantly higher (p < 0.001) compared with that of White patients, although pain scores did not differ preoperatively. The adjusted multivariate ordinal regression model showed that Black patients were associated with higher BNI pain scores at final follow-up (p = 0.01). Furthermore, compared with White patients, Black patients were at increased risk for postoperative pain recurrence (p = 0.04), which additionally occurred after a shorter median pain-free duration (p = 0.03). TN patients who identify as Black or African American exhibit worse postoperative pain outcomes after MVD compared with White patients. Future studies investigating the factors driving these racial differences are warranted.

How Do People Prefer Ridesplitting? A Survey Study Focusing on Passenger, Matching, and Trip Characteristics

Ridesplitting services have gained great popularity in recent years. Past research has stressed that passengers, social matching, and trip characteristics are users’ top concerns when choosing such services. The present study sought to uncover potential users’ preferences toward ridesplitting in terms of the three aspects. We conducted a survey study and leveraged logit and multivariate ordinal regression models to analyze the data. Our results show that most respondents preferred splitting a ride with others that they’ve known and that they cared about passenger’s characteristics. Their expectations of trip length and time were quantitatively revealed. Sociodemographic factors exerted impact in such a way that users of certain groups were more conservative toward ridesplitting services. To better deploy ridesplitting and increase its adoption among users, we would recommend that future services consider users’ preferences and sociodemographic information when matching different people. An accurately estimated travel time also appears to be desired.

Toward multivariate fragility functions for seismic damage and loss estimation of high‐rise buildings

AbstractData‐driven models for seismic damage and loss assessment of buildings have become more common in recent years due to the availability of large repositories of recorded and synthetic ground motions coupled with structural response simulation data. This paper explores the benefits of using bivariate and multivariate fragility functions to estimate earthquake‐induced damage and economic loss in high‐rise buildings. The dataset used in this study encompasses 15,000 simulations of modern high‐rise reinforced concrete shear wall buildings ranging from eight to 24 stories which are subjected to ground motion records at five different intensity levels. The proposed functions are conditioned on average spectral accelerations and ground motion significant duration. The results indicate that bivariate fragility functions improve damage state prediction success (Brier score) by 16%, and multivariate fragility functions by 24% relative to conventional univariate functions (standard of practice). To develop multivariate functions, nominal and ordinal probit regression models are fit to the dataset. While both models yield satisfactory predictive performance, ordinal functions can lead to a 15% reduction in misclassified collapse instances, that is, the minority class. Univariate functions tend to overestimate seismic losses at lower intensity levels while underestimating them at higher intensities. These loss estimates are significantly improved when bivariate or multivariate building fragility functions are used. Given the increase in the use of physics‐based ground motion simulations and/or multi‐variate ground motion models, from which multiple intensity measures can be extracted, a shift toward a more complex representation of fragility functions, for example, multivariate curves, is necessary and inevitable. The proposed functions are used to evaluate the performance of a portfolio of modern high‐rise reinforced concrete shear wall buildings at four sites across the Seattle, Washington metropolitan area under a potential magnitude‐9 Cascadia subduction zone earthquake scenario. The results indicate that the proposed functions can be beneficial in enhancing damage state predictions and loss estimates at a regional scale.

Association of Depression and Cognitive Dysfunction With Patient-Centered Outcomes After Transcatheter Aortic Valve Replacement.

Depression and cognitive dysfunction (CD) are not routinely screened for in patients before transcatheter aortic valve replacement (TAVR) and their association with postprocedural outcomes is poorly understood. The objectives of this study are to determine the prevalence of depression and CD in patients with aortic stenosis undergoing TAVR and evaluate their association with mortality and quality of life. We analyzed a prospective, multicenter TAVR registry that systematically screened patients for preexisting depression and CD with the Patient Health Questionnaire-2 and Mini-Cog, respectively. The associations with mortality were assessed with Cox proportional hazard models and quality of life (Kansas City Cardiomyopathy Questionnaire and EuroQol visual analogue scale) were evaluated using multivariable ordinal regression models. A total of 884 patients were included; median follow-up was 2.88 years (interquartile range=1.2-3.7). At baseline, depression was observed in 19.6% and CD in 31.8%. In separate models, after adjustment, depression (HR, 1.45 [95% CI, 1.13-1.86]; P<0.01) and CD (HR, 1.27 [95% CI, 1.02-1.59]; P=0.04) were each associated with increased mortality. Combining depression and CD into a single model, mortality was greatest among those with both depression and CD (n=62; HR, 2.06 [CI, 1.44-2.96]; P<0.01). After adjustment, depression was associated with 6.6 (0.3-13.6) points lower on the Kansas City Cardiomyopathy Questionnaire 1-year post-TAVR and 6.7 (0.5-12.7) points lower on the EuroQol visual analogue scale. CD was only associated with lower EuroQol visual analogue scale. Depression and CD are common in patients that undergo TAVR and are associated with increased mortality and worse quality of life. Depression may be a modifiable therapeutic target to improve outcomes after TAVR.

#3520 THE RELATIONSHIPS OF BONE TURNOVER MARKERS AND CEREBRAL WHITE MATTER ALTERATIONS IN PATIENTS UNDERGOING HEMODIALYSIS

Abstract Background and Aims Patients with end-stage kidney disease (ESKD) have a higher prevalence rate of cognitive impairment than the general population. ESKD patients also present a worsening brain white matter damage than healthy subjects. Some studies showed a lower bone marrow density was associated with cognitive impairment, but limited studies investigated the relationship between bone turnover biomarkers and brain white matter damage in ESKD patients. Method Hemodialysis participants were enrolled in two hemodialysis units from August 2016 to January 2017. Participants' baseline characteristics, bone-turnover proteins, and Fazekas scale of brain magnetic resonance imaging (MRI) white matter lesions were recorded. Fazekas scale of periventricular lesions was defined as cerebral white matter hyperintensities in MRI from grade 0 to grade 3. Multivariable ordinal regression and logistic regression models were analyzed to identify the independent association between bone turnover proteins and the Fazekas scale of periventricular lesions. Results In 59 hemodialysis patients, a higher Fazeaks scale of periventricular lesions was found in elderly patients and correlated to a lower Mini-Mental State Examination (MMSE). Among 8 bone turnover proteins, the serum level of sclerostin (SOST) showed a dose-response effect (P value for trend = 0.004), corresponding to a higher level of SOST correlated with a lower grade on the Fazekas scale. After full adjustment with potential confounders, a negative association between SOST and Fazekas scale of periventricular lesions remained in the ordinal regression model (Odds ratio [OR] 0.886; 95% confidence interval [CI] 0.828-0.947, P value &amp;lt;0.001) and in the logistic regression model (OR 0.828; 95% 0.712-0.963, P value = 0.014). Conclusion The circulating SOST level was negatively associated with brain white matter damage. Our study result provided a potential link between bone turnover markers and brain damage.

Self-Reported Depression and Anxiety among Graduate Students during the COVID-19 Pandemic: Examining Risk and Protective Factors

Depression and anxiety among students in higher education are well-established public health concerns with rates that have steadily increased over the past several decades. The global COVID-19 pandemic caused a need for rapid transition on campuses to online learning, a disruption of research, and uncertainty about meeting program requirements and employment. Graduate students often feel overlooked at the best of times and the potential for the pandemic to worsen this perception cannot be understated. This study examined the rates of self-reported depressive and anxiety symptoms among graduate students who were located at the national epicenter of the COVID-19 pandemic in the United States in the spring of 2020. Demographic characteristics, loneliness, and coping to determine potential risk and protective factors were also examined. A comprehensive online survey was created including the University of California Los Angeles (UCLA) 3-Item Loneliness Scale, the Patient Health Questionnaire Depression Scale (PHQ-9), and the Generalized Anxiety Disorder scale (GAD-7). Descriptive statistics, Pearson’s chi-squared test, Spearman’s correlation, and unadjusted and adjusted multivariable logistic ordinal regression models were used to describe the sample and to assess factors associated with depression and anxiety. 341 surveys were analyzed; respondents had a mean age of 31.88, 68% were female, 63% were White, and 23% identified as lesbian/gay/bisexual. Approximately 89% of students reported moderate-severe depression, and 76% moderate-severe anxiety. Risk factors associated with depression (p &lt; 0.05) were being “sometimes’ lonely”, “often/always lonely”, and time spent searching COVID-19 information. Emotional support, having children, and perceived emotional/mental health were protective against depression (p &lt; 0.05). Risk factors associated with anxiety were “‘often/always lonely”, identifying as lesbian/gay/bisexual, and time searching COVID-19 information. Coping, having children, being born outside of the U.S., and perceived emotional/mental health were protective against anxiety (p &lt; 0.05). Based on study findings, it is recommended that universities include more focused interventions for graduate students in consideration of their unique personal and professional needs. Graduate students are part of the emerging professional workforce and as such employers are also advised to integrate wellness and mental health programs and interventions into their employee assistance programs.

Response Evaluation after Neoadjuvant Chemotherapy for Resectable Gastric Cancer

Background: The method of response evaluation following neoadjuvant chemotherapy (NAC) in resectable gastric cancer has been widely debated. An essential prerequisite is the ability to stratify patients into subsets of different long-term survival rates based on the response mode. Histopathological measures of regression have their limitations, and interest resides in CT-based methods that can be used in everyday settings. Methods: We conducted a population-based study (2007–2016) on 171 consecutive patients with gastric adenocarcinoma who were receiving NAC. Two methods of response evaluation were investigated: a strict radiological procedure using RECIST (downsizing), and a composite radiological/pathological procedure comparing the initial radiological TNM stage to the pathological ypTNM stage (downstaging). Clinicopathological variables that could predict the response were searched for, and correlations between the response mode and long-term survival rates were assessed. Results: RECIST failed to identify half of the patients progressing to metastatic disease, and it was unable to assign patients to subsets with different long-term survival rates based on the response mode. However, the TNM stage response mode did achieve this objective. Following re-staging, 48% (78/164) were downstaged, 15% (25/164) had an unchanged stage, and 37% (61/164) were upstaged. A total of 9% (15/164) showed a histopathological complete response. The 5-year overall survival rate was 65.3% (95% CI 54.7–75.9%) for TNM downstaged cases, 40.0% (95% CI 20.8–59.2%) for stable disease, and 14.8% (95% CI 6.0–23.6%) for patients with TNM progression, p &lt; 0.001. In a multivariable ordinal regression model, the Lauren classification and tumor site were the only significant determinants of the response mode. Conclusions: Downsizing, as a method for evaluating the response to NAC in gastric cancer, is discouraged. TNM re-staging by comparing the baseline radiological CT stage to the pathological stage following NAC is suggested as a useful method that may be used in everyday situations.

Trainee Physician Milestone Ratings and Patient Complaints in Early Posttraining Practice

Evaluation of trainees in graduate medical education training programs using Milestones has been in place since 2013. It is not known whether trainees who have lower ratings during the last year of training go on to have concerns related to interactions with patients in posttraining practice. To investigate the association between resident Milestone ratings and posttraining patient complaints. This retrospective cohort study included physicians who completed Accreditation Council for Graduate Medical Education (ACGME)-accredited programs between July 1, 2015, and June 30, 2019, and worked at a site that participated in the national Patient Advocacy Reporting System (PARS) program for at least 1 year. Milestone ratings from ACGME training programs and patient complaint data from PARS were collected. Data analysis was conducted from March 2022 to February 2023. Lowest professionalism (P) and interpersonal and communication skills (ICS) Milestones ratings 6 months prior to the end of training. PARS year 1 index scores, based on recency and severity of complaints. The cohort included 9340 physicians with median (IQR) age of 33 (31-35) years; 4516 (48.4%) were women physicians. Overall, 7001 (75.0%) had a PARS year 1 index score of 0, 2023 (21.7%) had a score of 1 to 20 (moderate), and 316 (3.4%) had a score of 21 or greater (high). Among physicians in the lowest Milestones group, 34 of 716 (4.7%) had high PARS year 1 index scores, while 105 of 3617 (2.9%) with Milestone ratings of 4.0 (proficient), had high PARS year 1 index scores. In a multivariable ordinal regression model, physicians in the 2 lowest Milestones rating groups (0-2.5 and 3.0-3.5) were statistically significantly more likely to have higher PARS year 1 index scores than the reference group with Milestones ratings of 4.0 (0-2.5 group: odds ratio, 1.2 [95% CI, 1.0-1.5]; 3.0-3.5 group: odds ratio, 1.2 [95% CI, 1.1-1.3]). In this study, trainees with low Milestone ratings in P and ICS near the end of residency were at increased risk for patient complaints in their early posttraining independent physician practice. Trainees with lower Milestone ratings in P and ICS may need more support during graduate medical education training or in the early part of their posttraining practice career.

Effects of osseous structure based on three-dimensional reconstructive imaging evaluation in the assessment of temporomandibular joint disc position

This pilot morphological study aimed to investigate the association between anterior disc displacement (ADD) and the status of the mandibular condyle and articular fossa. Thirty-four patients were divided into a normal articular disc position group and an ADD with and without reduction group. Images reconstructed were used to determine multiple group comparisons of these three different types of disc position, and the diagnostic efficacy for the morphological parameters with significant group difference was analyzed to assess. The condylar volume (CV), condylar superficial area (CSA), superior joint space (SJS), and medial joint space (MJS) all exhibited obvious changes (P < 0.05). Additionally, they all had a reliable diagnostic accuracy in differentiating between normal disc position and ADD with an AUC value from 0.723 to 0.858. Among them, the CV, SJS, and MJS (P < 0.05) had a significantly positive impact on the groups by analysis of multivariate logistic ordinal regression model. The CV, CSA, SJS, and MJS are significantly associated with different disc displacement types. The condyle in ADD exhibited altered dimensions. These could be promising biometric markers for assessing ADD. The morphological changes of mandibular condyle and glenoid fossa were significantly influenced by the status of disc displacement, and condyles with disc displacement had three-dimensionally altered condylar dimensions, irrespective of age and sex.

Computed Tomography Lesions and Their Association With Global Outcome in Young People With Mild Traumatic Brain Injury.

Mild traumatic brain injury (mTBI) can be accompanied by structural damage to the brain. Here, we investigated how the presence of intracranial traumatic computed tomography (CT) pathologies relates to the global functional outcome in young patients one year after mTBI. All patients with mTBI (Glasgow Coma Scale: 13-15) ≤24 years in the multi-center, prospective, observational Collaborative European NeuroTrauma Effectiveness Research in TBI (CENTER-TBI) study were included. Patient demographics and CT findings were assessed at admission, and the Glasgow Outcome Scale Extended (GOSE) was evaluated at 12 months follow-up. The association between a "positive CT" (at least one of the following: epidural hematoma, subdural hematoma, traumatic subarachnoid hemorrhage (tSAH), intraventricular hemorrhage, subdural collection mixed density, contusion, traumatic axonal injury) and functional outcome (GOSE) was assessed using multi-variable mixed ordinal and logistic regression models. A total of 462 patients with mTBI and initial brain CT from 46 study centers were included. The median age was 19 (17-22) years, and 322 (70%) were males. CT imaging showed a traumatic intracranial pathology in 171 patients (37%), most commonly tSAH (48%), contusions (40%), and epidural hematomas (37%). Patients with a positive CT scan were less likely to achieve a complete recovery 12 months post-injury. The presence of any CT abnormality was associated with both lower GOSE scores (odds ratio [OR]: 0.39 [0.24-0.63]) and incomplete recovery (GOSE <8; OR: 0.41 [0.25-0.68]), also when adjusted for demographical and clinical baseline factors. The presence of intracranial traumatic CT pathologies was predictive of outcome 12 months after mTBI in young patients, which might help to identify candidates for early follow-up and additional care.

Childhood trajectories of internalising and externalising problems associated with a polygenic risk score for neuroticism in a UK birth cohort study.

Neuroticism represents a personality disposition towards experiencing negative emotions more frequently and intensely. Longitudinal studies suggest that neuroticism increases risk of several psychological problems. Improved understanding of how this trait manifests in early life could help inform preventative strategies in those liable to neuroticism. This study explored how a polygenic risk score for neuroticism (NEU PRS) is expressed from infancy to late childhood across various psychological outcomes using multivariable linear and ordinal regression models. In addition, we employed a three-level mixed-effect model to characterise child internalising and externalising trajectories and estimate how a child PRS associated with both their overall levels and rates of change in 5279 children aged 3-11 in the Avon Longitudinal Study of Parents and Children cohort. We found evidence that the NEU PRS was associated with a more emotionally sensitive temperament in early infancy in addition to higher emotional and behavioural problems and a higher risk of meeting diagnostic criteria for a variety of clinical disorders, particularly anxiety disorders, in childhood. The NEU PRS was associated with overall levels of internalising and externalising trajectories, with a larger magnitude of association on the internalising trajectory. The PRS was also associated with slower rates of reduction of internalising problems across childhood. Our findings using a large, well-characterised birth cohort study suggest that phenotypic manifestations of a PRS for adult neuroticism can be detected as early as in infancy and that this PRS associates with several mental health problems and differences in emotional trajectories across childhood.