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Nevin Manimala Statistics

Vertex-Edge-Weighted Molecular Graphs: A Study on Topological Indices and Their Relevance to Physicochemical Properties of Drugs Used in Cancer Treatment

J Chem Inf Model. 2025 Feb 3. doi: 10.1021/acs.jcim.4c02013. Online ahead of print.

ABSTRACT

Quantitative structure-property relationship (QSPR) analysis plays a crucial role in predicting physicochemical properties and biological activities of pharmaceutical compounds, aiding in drug design and optimization. This study focuses on leveraging QSPR within the framework of vertex and edge-weighted (VEW) molecular graphs, exploring their significance in drug research. By examining 48 drugs used in the treatment of various cancers and their physicochemical properties, previous studies serve as a foundation for our research. Introducing a novel methodology for computing vertex and edge weights, we highlight the importance of considering atomic properties and interbond dynamics. Statistical analysis, employing linear regression models, reveals enhanced correlations between topological indices and the physicochemical properties of drugs. Comparison with previous studies on unweighted molecular graphs highlights the enhancements achieved with our approach.

PMID:39899740 | DOI:10.1021/acs.jcim.4c02013

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Nevin Manimala Statistics

The Influence of Multiple Modifiable Risk Factors on 30-day Readmissions and 90-day Major Complications After a Total Hip and Knee Arthroplasty: An Analysis of a Large Claims Database

J Am Acad Orthop Surg Glob Res Rev. 2025 Jan 29;9(2). doi: 10.5435/JAAOSGlobal-D-24-00151. eCollection 2025 Feb 1.

ABSTRACT

BACKGROUND: Preoperative optimization of modifiable risk factors (MRFs) for arthroplasty patients is a critical aspect of predicting and improving postoperative outcomes. This study evaluates the correlation between seven MRFs and postoperative adverse outcomes after total hip arthroplasty (THA) and total knee arthroplasty (TKA).

METHODS: A retrospective review of primary TKA and THA were identified from a large medical claims database. Patients were categorized based on the number of MRF diagnoses present before surgery (anemia, malnutrition, obesity, opioid abuse/dependence, mental illness, type 2 diabetes mellitus, and tobacco use), from zero to seven. Adverse outcomes evaluated were surgical site infections (SSIs), venous thromboembolic events (VTEs), and readmissions.

RESULTS: Of the patient records queried (THA = 303,857; TKA = 692,157), two or more MRFs were identified in 41% of THA patients and 47% of TKA patients. Patients with two or more MRFs were at an increased odds of developing an SSI, and patients with three or more MRFs had increase odds of having a 30-day hospital readmission.

CONCLUSIONS: This study adds to the compendium of literature, which promotes preoperative optimization of MRFs in arthroplasty patients to decrease the risks of 90-day postoperative complications.

PMID:39899738 | DOI:10.5435/JAAOSGlobal-D-24-00151

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Nevin Manimala Statistics

Estimating the legibility of international borders

Proc Natl Acad Sci U S A. 2025 Feb 11;122(6):e2417812122. doi: 10.1073/pnas.2417812122. Epub 2025 Feb 3.

ABSTRACT

Researchers in the social sciences are interested in the consequences of institutions, increasingly on a global scale. Institutions that may be negotiated between states can have consequences at a microlevel, as local populations adjust their expectations and ultimately even their behavior to take institutional rules into account. However, large-scale fine-grained analyses that test for the complex evidence of such institutions locally are rare. This article focuses on a key institution: International borders. Using computer vision techniques, we show that it is possible to produce a geographically specific, validated, and replicable way to characterize border legibility, by which we mean the ability to visually detect the presence of an international border in physical space. We develop and compare computer vision techniques to automatically estimate legibility scores for 627,656 imagery tiles from virtually every border in the world. We evaluate statistical and data-driven computer vision methods, finding that fine-tuning pretrained visual recognition models on a small set of human judgments allows us to produce local legibility scores globally that align well with human notions of legibility. Finally, we interpret these scores as useful approximations of states’ border orientations, a concept that prior literature has used to capture the visible investments states make in border areas to maintain jurisdictional authority territorially. We validate our measurement strategy using both human judgments and five nomological validation indicators.

PMID:39899723 | DOI:10.1073/pnas.2417812122

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Nevin Manimala Statistics

High levels of heat stress among sugarcane workers in Thailand

Ann Work Expo Health. 2025 Feb 3:wxaf002. doi: 10.1093/annweh/wxaf002. Online ahead of print.

ABSTRACT

OBJECTIVES: With continued global warming, the effects of elevated temperatures on the health of agricultural workers are a particular concern. This study characterized the levels of heat stress in Thai sugarcane workers and investigated whether season and harvesting method were associated with it.

METHODS: Three hundred sugarcane workers in Nakhon Sawan Province, Thailand, were recruited, and information on demographics, working conditions, and clothing characteristics was collected from participants during the cooler months (n = 152 participants, mid-January to mid-February) and hotter month (n = 148, March). Heat stress was measured using the Wet Bulb Globe Temperature (WBGT) index, and the WBGT instruments were operated for a full work shift in the sugarcane fields where the participants worked. One-hour time weighted average (TWA) effective WBGT (WBGTeff-1hrTWA) estimates were determined for different times of the day based on the measured WBGT and clothing adjustment factor.

RESULTS: The average WBGTeff-1hrTWA in the cooler months ranged from 22.5 °C during the early morning to 31.3 °C during the hottest time of the day, and for the hotter month, it ranged from 25.4 °C to 33.9 °C, respectively. The measured WBGT, natural wet-bulb temperature (Tnwb), dry-bulb temperature (Tdb), globe temperature (Tg), air velocity (Av), and absolute water vapor pressure (ea) were all statistically significantly higher in the hotter month than in the cooler months. Harvesting during the hotter month and harvesting burnt sugarcane were significantly associated with increased effective WBGT. The harvesters’ heat stress in both seasons exceeded the American Conference of Governmental Industrial Hygienists – Threshold limit value for 72.7% of the working time in the cooler months and 90.9% in the hotter month.

CONCLUSIONS: The heat stress in Thai sugarcane workers was high in both seasons, particularly in the hotter month and when harvesting burnt sugarcane. This results in a very high risk of developing heat-related health effects, and measures are needed to reduce heat stress. Heat stress in agricultural and other outdoor work in tropical climates is an immediate and growing problem.

PMID:39899707 | DOI:10.1093/annweh/wxaf002

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Nevin Manimala Statistics

An Intervention to Improve Evidence-based Nicotine Prescribing by Primary Care Physicians

J Addict Med. 2025 Jan-Feb 01;19(1):102-104. doi: 10.1097/ADM.0000000000001355.

ABSTRACT

OBJECTIVES: Nearly 70% of people who use tobacco want to quit. Combination nicotine replacement therapy (cNRT), a long-acting controller plus short-acting reliever, is the most effective way to prescribe nicotine but is infrequently prescribed by primary care physicians (PCPs). We tested the feasibility and effectiveness of a brief, educational intervention to increase cNRT prescribing by PCPs in a large integrated health system.

METHODS: We conducted a pre-post study from 2022-2023 at a large integrated health system in California where specific NRT products are covered with a prescription. PCPs were offered a 30-minute virtual training about cNRT during a required monthly meeting (n = 267; 202 attended). The training was interactive, included simple “asks” and a 6-week follow-up communication. Chi-square analysis was used to test for changes in cNRT prescribing behaviors in the 6 months before and after training.

RESULTS: Among physicians who completed a posttraining questionnaire (180/202), 93% reported increased confidence, 91% reported favorable attitudes, and 88% reported intention to prescribe cNRT. According to data obtained from the integrated pharmacy database, the total number of patients who received a cNRT prescription increased from the 6-month pre- to 6-month postintervention from 135 (9%) to 380 (23%), P < 0.001. The total number of physicians who prescribed cNRT increased pre- to posttraining from 78 (23%) to 124 (37%), P < 0.001.

CONCLUSION: cNRT is an underutilized form of tobacco cessation therapy by PCPs. This may reflect a gap in prescriber knowledge. A brief, virtual training delivered to PCPs was associated with increased cNRT prescribing.

PMID:39899675 | DOI:10.1097/ADM.0000000000001355

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Nevin Manimala Statistics

A Clinical and Radiographic 3 Years Retrospective Study for Two Types of Locator Retained Mandibular Implant Overdenture

Clin Implant Dent Relat Res. 2025 Feb;27(1):e13441. doi: 10.1111/cid.13441.

ABSTRACT

INTRODUCTION: This retrospective study aimed to evaluate peri-implant marginal bone loss (MBL) and prosthetic complications between two types of locator attachments in two implant-supported mandibular overdentures.

MATERIAL AND METHOD: From the archived records, information about patients who had two implants inserted utilizing two different types of locator attachments into the interforaminal region between November 2019 and December 2023 was obtained. Overall, 60 patients (Total = 120 implants) from the archive records of the Prosthodontics Department, Faculty of Dentistry, Mansoura University, with ages ranging from 40 to 60 (mean age 50), were included in the study. Group I (control): Overall, 30 patients who would be delivered mandibular implant overdenture using conventional locator attachments. Group II (study): Overall, 30 patients who would be delivered mandibular implant overdenture using RTx locator attachments. After the placement of the mandibular overdenture (T0), 6 months (T6), 12 months (T12), and 3 years (T3) later, the marginal bone loss (MBL) was assessed. Prosthetic complications were evaluated for both groups 3 years after prosthetic delivery.

RESULT: A statistically significant increase (p = 0.000) was found in MBL scores at all observation times between both groups. Group II showed a statistical increase in MBL than Group I. For prosthetic complications, no significant difference was found between both groups. Group II showed more matrix wear than Group I however, it was not statistically significant (p = 0.60).

CONCLUSION: Within the limitation of this study, we can conclude the following: Both types of locator attachment (conventional and RTx locator) can be used clinically with no preference concerning the frequency of prosthetic complications. From the MBL perspective, conventional locators are more favorable than RTx locators.

PMID:39899315 | DOI:10.1111/cid.13441

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Nevin Manimala Statistics

Factor Structure of the Brief Pain Inventory-Short Form in African American Older Adults With Osteoarthritis

J Gerontol Nurs. 2025 Feb;51(2):13-22. doi: 10.3928/00989134-20250102-01. Epub 2025 Jan 10.

ABSTRACT

PURPOSE: To evaluate the factor structure of the Brief Pain Inventory-Short Form (BPI-SF) and measurement invariance across two age groups for African American (AA) older adults with osteoarthritis (OA).

METHOD: Participants were AA older adults aged 50 to 94 years with self-reported OA and chronic pain (N = 110). Cross-sectional data from the BPI-SF were obtained from all participants, and confirmatory factor analysis (CFA) was used to evaluate the factor structure. Measurement invariance across young-old (aged 50 to 69 years) and old-old (aged 70 to 94 years) participants was examined at configural, full metric, and full scalar levels.

RESULTS: CFA revealed that a three-factor model (i.e., pain intensity, activity interference, and affective interference) demonstrated the best fit (χ2/df = 1.595, comparative fit index [CFI] = 0.949, root-mean-square error of approximation = 0.074). The change of CFI between configural and metric invariance was below the cutoff point of 0.01, supporting full metric (i.e., factor loadings) invariance across the two age groups. However, full scalar (i.e., item intercepts) invariance was not demonstrated.

CONCLUSION: Results support a three-factor structure of the BPI-SF, which is consistent across two age groups for AA older adults with OA. This study provides evidence that the BPI-SF can reliably measure pain intensity and two distinct dimensions of pain interference in this population. [Journal of Gerontological Nursing, 51(2), 13-22.].

PMID:39899313 | DOI:10.3928/00989134-20250102-01

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Nevin Manimala Statistics

Risk of Attempted and Completed Suicide in Persons Diagnosed With Headache

JAMA Neurol. 2025 Feb 3. doi: 10.1001/jamaneurol.2024.4974. Online ahead of print.

ABSTRACT

IMPORTANCE: Although past research suggests an association between migraine and attempted suicide, there is limited research regarding risk of attempted and completed suicide across headache disorders.

OBJECTIVE: To examine the risk of attempted and completed suicide associated with diagnosis of migraine, tension-type headache, posttraumatic headache, and trigeminal autonomic cephalalgia (TAC).

DESIGN, SETTING, AND PARTICIPANTS: This was a population-based cohort study of Danish citizens from 1995 to 2020. The setting was in Denmark, with a population of 5.6 million people. Persons 15 years and older who were diagnosed with headache were matched by sex and birth year to persons without headache diagnosis with a ratio of 5:1. Data analysis was conducted from May 2023 to May 2024.

EXPOSURES: First-time headache diagnoses identified from inpatient hospitalizations, emergency department visits, and outpatient specialty clinic visits using International Statistical Classification of Diseases and Related Health Problems, Tenth Revision (ICD-10) codes.

MAIN OUTCOMES AND MEASURES: Diagnostic codes from the ICD-10 were used to identify attempted suicide from the Danish National Patient Registry and the Danish Psychiatric Central Research Register and completed suicides from the Danish Register of Causes of Death. Absolute risks (ARs) and risk differences (RDs) for attempted and completed suicide were calculated using the cumulative incidence function. Hazard ratios (HRs) for attempted and completed suicide associated with headache diagnosis were computed adjusting for age, sex, year, education, income, baseline comorbidities, and accounting for competing risk of death.

RESULTS: In total, 119 486 persons (83 046 female [69.5%]) diagnosed with headache were identified and matched with 597 430 persons (415 230 female [69.5%]) drawn from the general population. Participants’ median (IQR) age was 40.1 (29.1-51.6) years. The 15-year AR of attempted suicide among persons diagnosed with headache was 0.78% (95% CI, 0.72%-0.85%) vs 0.33% (95% CI, 0.31%-0.35%) in the comparison cohort (RD, 0.45%; 95% CI, 0.39%-0.53%). The 15-year AR of completed suicide among persons diagnosed with headache was 0.21% (95% CI, 0.17%-0.24%) vs 0.15% (95% CI, 0.13%-0.16%) in the comparison cohort (RD, 0.06%; 95% CI, 0.02%-0.10%). The hazards of attempted suicide (HR, 2.04; 95% CI, 1.84-2.27) and completed suicide (HR, 1.40; 95% CI, 1.17-1.68) were elevated among persons with headache vs comparison cohort members. Findings were consistent across headache types, with stronger associations for TACs and posttraumatic headache.

CONCLUSIONS AND RELEVANCE: Results of this cohort study revealing the robust and persistent association of headache diagnoses with attempted and completed suicide suggest that behavioral health evaluation and treatment may be important for these patients.

PMID:39899309 | DOI:10.1001/jamaneurol.2024.4974

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Nevin Manimala Statistics

Intersection of Race and Rurality With Health Care-Associated Infections and Subsequent Outcomes

JAMA Netw Open. 2025 Feb 3;8(2):e2453993. doi: 10.1001/jamanetworkopen.2024.53993.

ABSTRACT

IMPORTANCE: Health care-associated infections (HAIs) are a major cause of morbidity and mortality, but little is known about whether structural factors impacting race and rurality are associated with HAI and subsequent outcomes.

OBJECTIVE: To evaluate the association of race and rurality, which are proxies for structural disadvantage, with HAI and subsequent outcomes.

DESIGN, SETTING, AND PARTICIPANTS: This cohort study was conducted at 3 US urban and suburban hospitals. Participants were adults aged 18 years or older admitted for 48 hours or longer from January 1, 2017, to August 31, 2020. Statistical analysis was performed from November 2022 to April 2024.

EXPOSURE: Patient race and rurality status were defined as the combination of race (Black or White) and residence (urban or rural per patient zip code).

MAIN OUTCOMES AND MEASURES: HAI was defined as a positive culture from a urine, blood, or respiratory specimen obtained 48 hours or longer after admission. To determine the association of race and rurality with HAIs, multivariable generalized estimating equations models were used to account for clustering of admissions by patient. Among patients with HAI admissions, similar models examined post-HAI intensive care unit admission and in-hospital death.

RESULTS: Among 214 955 patients admitted to the hospital (median [IQR] age, 63 [51-73] years; 108 679 female patients [50.6%]; 72 490 Black patients [33.7%]; 142 465 White patients [66.3%]), recognized HAIs occurred during 6699 (3.1%). Compared with White urban patients, Black urban patients had a decreased risk of HAI (adjusted relative risk [aRR], 0.81; 95% CI, 0.75-0.87), White rural patients had an increased risk of HAI (aRR, 1.12; 95% CI, 1.05-1.20), and Black rural patients (aRR, 1.08; 95% CI, 0.81-1.44) had a similar risk of HAI. Among patients with HAI admissions, Black rural patients had an increased risk of intensive care unit admission (aRR, 1.92; 95% CI, 1.16-3.17) and in-hospital death (aRR, 1.78; 95% CI, 1.26-2.50). White rural and Black urban patients had outcomes similar to those of White urban patients.

CONCLUSIONS AND RELEVANCE: This cohort study of hospitalized adults identified inequities related to race and rurality in HAIs and adverse outcomes from HAIs. These findings suggest that factors such as structural racism and disinvestment in rural communities may be associated with individual HAI risk and post-HAI outcomes. Future work to further understand the reasons underpinning these disparities and methods to address structural factors through policy and process changes are critical to eliminate health inequities.

PMID:39899297 | DOI:10.1001/jamanetworkopen.2024.53993

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Nevin Manimala Statistics

Antihypertensive Medication Class and Functional Outcomes After Nonlobar Intracerebral Hemorrhage

JAMA Netw Open. 2025 Feb 3;8(2):e2457770. doi: 10.1001/jamanetworkopen.2024.57770.

ABSTRACT

IMPORTANCE: Hypertension is the predominant pathology underlying nonlobar intracerebral hemorrhage (ICH), and antihypertensive agents have distinct biological implications for cerebral microvasculature. It is unknown if the class of antihypertensive medications initiated after ICH affects functional outcome beyond blood pressure (BP) control.

OBJECTIVE: To ascertain the association between the class of antihypertensive agents initiated during hospitalization and 90-day functional outcome in nonlobar ICH.

DESIGN, SETTING, AND PARTICIPANTS: This cohort study uses data from the Ethnic/Racial Variations of Intracerebral Hemorrhage (ERICH) study, a case-control cohort study investigating ICH risk factors among Hispanic, non-Hispanic Black (hereafter Black), and non-Hispanic White (hereafter White) populations at 42 US hospitals from 2010 to 2015. Data for this analysis were examined from May to September 2024. ERICH study participants were selected for the present analysis if they survived hospitalization and had available covariate and outcome data. Individuals with complications that would limit antihypertensive choice were excluded.

EXPOSURES: Initiation of angiotensin-converting enzyme inhibitor (ACEI) or angiotensin receptor blocker (ARB), calcium channel blocker, β-blocker, thiazide diuretic, and other antihypertensive medications during index hospitalization.

MAIN OUTCOMES AND MEASURES: Primary outcome was a favorable functional outcome, defined as a 90-day (follow-up) modified Rankin Score score of 0 to 2 (score range: 0 [indicating no disability] to 6 [indicating death]). Mixed-effects logistic regression adjusted for demographic characteristics, medical history, ICH characteristics, BP measurement, total number of antihypertensive medications, and hospitalization site was used to calculate the odds of favorable functional outcome.

RESULTS: Of the 1561 ERICH study participants in the analytic cohort, 1079 had nonlobar and 482 had lobar ICH. Among the 1079 participants in the nonlobar ICH group (mean [SD] age, 58.5 [12.9] years; 676 males [62.6%]; 429 Hispanic [39.8%], 388 Black [36.0%], and 262 White [24.4%] individuals), a total of 407 (37.7%) ACEIs or ARBs, 419 (38.8%) β-blockers, 503 (46.6%) calcium channel blockers, 180 (16.7%) thiazide diuretics, and 277 (25.7%) other antihypertensive classes were initiated during hospitalization (median [IQR], 3 [2-3] agents at discharge). At follow-up, 481 participants (44.6%) had a favorable functional outcome. Initiation of ACEI or ARB was associated with higher odds of favorable functional outcome (adjusted OR [AOR], 1.49; 95% CI, 1.08-2.05; P = .01). No other antihypertensive class was associated with functional outcome. Findings were consistent across several sensitivity analyses. The interaction with ACEI or ARB was mediated by the presence of radiographic features of cerebral small vessel disease (AOR, 3.04; 95% CI, 1.01-9.19; P = .049). No association with class of antihypertensive agent was observed in lobar ICH.

CONCLUSIONS AND RELEVANCE: This large cohort study found that initiation of ACEI or ARB was associated with favorable 90-day functional outcomes after nonlobar ICH. This finding supports a medication class-specific benefit in hypertensive arteriopathy.

PMID:39899295 | DOI:10.1001/jamanetworkopen.2024.57770