John S. Preisser’s research while affiliated with University of North Carolina at Chapel Hill and other places

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Publications (315)


Psychosocial Profiles of Older Adults by Dentition Status and Dental Utilisation History
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April 2025

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1 Citation

Community Dentistry And Oral Epidemiology

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J A Jones

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Objective Psychosocial factors can affect health. Patterns of psychosocial stressors and resources among older adults were examined for oral health status. Methods The Health and Retirement Study (HRS) is a representative sample of US adults > 50 years. Participants completed the 2018 HRS CORE survey and the Psychosocial and Lifestyle Questionnaire–Panel A “Leave Behind” survey (HRS‐LB) ( N = 4703). All measures were self‐reported and stratified into outcome groups: (1) edentulous/dentate, (2) with/without a recent dental visit in the last 2 years. Psychosocial measures covered three domains: well‐being, beliefs, and lifestyle. Specifically, loneliness, life satisfaction, perceived age, social status, control, mastery, and chronic stressors were included in this analysis. Latent class analysis (LCA) identified profiles of adults based on the distribution of psychological and social stressors and resources. Associations between latent classes and being edentulous and a recent dental visit were examined in logistic regression models. Results About 30% reported no recent dental visit; 14% were edentulous. Three latent classes were identified; profiles had different distributions of psychosocial factors. About half (47%) were in Class A: “Satisfied/Connected” ( n = 2230), 28% in Class B: “Satisfied/Lonely” ( n = 1293), and 25% in Class C: “Unsatisfied/Lonely” ( n = 1180). “Satisfied/Connected” adults had the fewest psychosocial risk factors, most resources, were dentate, and had a recent dental visit. “Unsatisfied/Lonely” adults exhibited the most psychosocial risk factors and fewest resources and lacked a recent dental visit. “Satisfied/Lonely” adults exhibited characteristics between Classes A and C. In fully adjusted regression models, Class B adults had 1.29 (1.03–1.62) times greater odds than Class A to be edentulous and 1.26 (1.07–1.50) times greater odds to not have a recent dental visit. Class C adults had 1.22 (0.97–1.53) times greater odds than Class A to be edentulous and 1.31 (1.10–1.57) times greater odds to not have a recent dental visit. Conclusion Adverse psychosocial factors are associated with edentulism and lack of routine dental visits. Exposure to psychosocial risk and resource factors can affect oral health. Health providers should assess older adults for loneliness and other psychosocial risk factors, and policies and programmes that support older adults' psychosocial needs should be expanded.


Corrigendum: Loneliness and low life satisfaction associated with older adults' poor oral health
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  • Full-text available

April 2025

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Care-Transitions Measure-15 Score and Acute Care Use (days) in 30 days after patient discharge from skilled nursing facilities
Preparedness for care transitions to home and acute care use of skilled nursing facility patients

March 2025

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27 Reads

BMC Geriatrics

Background The purpose of this study was two-fold: (1) describe the relationship between patient or caregiver reported preparedness for care transitions, and acute care use in 30 days after discharge from a skilled nursing facility (SNF); and (2) explore how this relationship is influenced by patient, Charlson index, race and social determinants. Method The design was a secondary analysis of data collected as part of a cluster randomized trial of the Connect-Home transitional care intervention. The setting was 6 skilled nursing facilities located in the US state of North Carolina. The sample was 249 patient and caregiver dyads with acute care use data (i.e., emergency department or hospital readmission) in 30 days after transfers from SNFs to home. Preparedness for care transitions was measured with the Care Transitions Measure-15 (CTM-15), a 15 item Likert scaled measure with scores potentially ranging from 0 to 100, with higher scores indicating better preparedness. The association of preparedness and acute care use, in the overall study sample and within subgroups defined by five selected dyad background characteristics, was quantified as an incident rate ratio corresponding to the multiplicative change in the mean number of acute care use days for a 10 unit increase in CTM-15 score, using marginalized zero-inflated negative binomial regression. Results Patients had a mean age of 76.4 years, 63.8% were female, and 73.6% were White. Caregivers were female (73.6%) and adult children (42.3%). The mean CTM-15 score was 72.9 and the mean days of acute care use in 30 days after SNF discharge was 0.62. For a 10 unit increase in preparedness score, among male patients the mean number of acute care use days decreased by 33% (IRR = 0.67; 95%CI: 0.44, 0.99); White patients had a 25% reduction (IRR = 0.75; 95%CI: 0.55, 1.02), patients with low area deprivation score (lower quartile, ADI = 54) had a 31% reduction in acute care use (IRR = 0.69; 95%CI: 0.47, 1.01), and patients with a high Charlson total score (upper quartile of 9) have a 22% reduction in acute care use (IRR = 0.78; 95%CI: 0.61, 1.02). Conclusion Preparedness of care transitions is an important outcome of high-quality SNF care and is associated with reduced use of further acute care. More research is necessary to evaluate the CTM-15 as an outcome measure among sociodemographic subgroups.


Predictors of new persistent opioid use after surgery in adults

January 2025

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Anesthesiology and Perioperative Science

Purpose Persistent opioid use is one of the most common post-operative complications. Identification of at-risk patients pre-operatively is key to reducing post-operative opioid use. We sought to develop a predictive model for persistent post-operative opioid used and to determine if geographic factors from community databases improve model prediction based solely on electronic health records (EHRs) and claims data. Methods EHR and claims data for 4,116 opioid-naïve surgical patients older than 18 in North Carolina were linked with census tract-level unemployment data from the American Community Survey and Centers for Disease Control and Prevention data on opioid prescriptions and deaths attributed to drug poisoning. Primary outcome was new persistent opioid use and covariates included patient factors from EHR, claims data, and geographic factors. Multivariable logistic regression models of potential risk factors were evaluated. Results 6.0% of patients developed new persistent opioid use. Associated risk factors based on multivariable logistic regressions include age (adjusted odds ratio [AOR] 1.08; 95% confidence interval [CI] 1.00, 1.16), back and neck pain (1.82; 1.39, 2.39), joint disorders (1.58; 1.18, 2.11), mood disorders (1.71; 1.28, 2.28), opioid retail prescription (1.04; 1.00, 1.07) and drug poisoning rates (1.33; 1.09, 1.62). On Monte-Carlo cross-validation, the addition of geographic factors to EHRs and claims may modestly improve prediction performance (area under the curve, AUC) of logistic regression models compared to those based on EHRs and claims data (AUC 0.667 (95% CI 0.619, 0.717) vs AUC 0.653 (0.600, 0.706)). Conclusions Co-morbidities and area-based factors are predictive of new persistent post-operative opioid use. As the addition of geographic-based factors did not significantly improve performance of multivariable logistic regression, larger samples are needed to fully differentiate models.


OUTCOMES OF ASSISTED LIVING ACCREDITATION IN NORTH CAROLINA

December 2024

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Innovation in Aging

Accreditation is a widely used health care review process to determine if an organization meets a defined standard of quality. The opportunity for accreditation recently moved into the field of assisted living (AL); today, seven states have statutes and regulations allowing third party accreditation to satisfy full or partial compliance with state licensure or certification. Data indicate that compliance with accreditation standards may result in improved care, but it has not been evaluated in AL. In 2021, the state of North Carolina funded an AL accreditation pilot program to evaluate whether accreditation improves or maintains quality. Communities were randomly allocated to a control or accreditation arm and are being followed for two years to evaluate care and outcomes in five areas (workforce, resident outcomes, care coordination and transitions, medication management, person-centered care). Of the 146 communities originally enrolled that provided data, most are for-profit (96%) and part of a chain (73%); 44% pf residents have dementia, 25% have mental illness, and 53% receive state financial assistance. Preliminary results in the first two quarters (Q) found an overall increase in advance care planning discussions (53% in Q1 and 63% in Q2), and a decrease in medication administrations with one or more errors (1.2% in Q1 and 0.6% in Q2). This session will present results comparing communities in the control arm, accreditation arm, and those that successfully achieved accreditation, with findings having wide-ranging implications for the future of AL accreditation and regulation in North Carolina, and implications across the country.


OFFERING ACCREDITATION TO ASSISTED LIVING COMMUNITIES IN NORTH CAROLINA

December 2024

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10 Reads

Innovation in Aging

In 2021, the North Carolina Legislature approved and funded the Adult Care Home [Assisted Living] Accreditation Pilot Program. Across the state, the program’s goal is to evaluate the effectiveness of accreditation through quality outcome measures to determine whether accreditation achieves compliance with licensure requirements and improves or maintains quality of care compared to a control group. Assisted living communities were selected using stratified random sampling that accounted for geographic region and state-assigned quality rating. A total of 146 communities originally agreed to participate. Of the 73 communities randomly assigned to the accreditation arm, to date 39 (53%) either withdrew or chose to not go through the process of accreditation; 4 (5%) withdrew after beginning the accreditation process; 24 (33%) achieved accredited status; and 6 (8%) are delayed in completing the process or not likely to do so. The key reason for withdrawal from the accreditation process is the time and effort required in the context of staffing shortages, which has implications for long-range implementation even if accreditation is found to be beneficial. This session will present the aims and methods of the evaluation; the accreditation process itself (including benefits, potential administrative burden, and types of deficiencies found during surveys); the feasibility of becoming accredited for diverse participating communities; and potential strategies to bolster capacity for accreditation. (Additional contributors to this and the outcome presentation include Teresa Hoosier [ACHC], Jeff Horton [NCSLA], Frances Messer [NCALA], Barbara Sylvester [ACHC], and London Grantham, Aja Johnson, Danielle Owens, Toni Parker, and Katrice Perry [UNC].)


Methods for Comparing Two Treatments for a Dichotomous Outcome for a Two-Period Design with Treatment Switching of Control Group Period 1 Nonresponders

December 2024

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3 Reads

This chapter considers a two-period clinical trial in which patients are randomized to either a placebo (or control) arm or a test treatment arm. At the end of the first period of the trial, the patients are assessed for treatment failure via a dichotomous outcome, and all patients who are identified as having treatment failure receive test treatment for the second period. All patients are assessed for their dichotomous response at the end of the second period. While the risk difference in period 1 will appropriately estimate the treatment effect in period 1, the intention-to-treat (ITT) risk difference in period 2 will underestimate the treatment effect in period 2 for an effective treatment because it does not account for such treatment switching. Estimators for the treatment difference in period 2 are proposed, and they have similar structure to the ITT risk difference and account for treatment switching. Properties of the proposed estimators are evaluated under various simulation scenarios using means, standard errors, standardized effect sizes, powers, and confidence interval coverages, and the estimators are illustrated in a hypothetical data example and a real data example.


Figure 2. Regional association plots and summary of association results of the 3 genetic risk loci for ECC from the main discovery analysis (approach 1) in a multiancestry population of preschool-age children. (a) DLGAP1, (b) SLC1A5, and (c) KCNU1. Vertical axes illustrate association P values on the -log 10 scale, and horizontal axes represent chromosome positions. Purple diamonds denote the SNP with the strongest association signal (lead SNP) in the locus. Upward triangles denote positive betas or positive associations, downward triangles denote negative betas or inverse associations, and circles mark variants with P values > 0.05. Other SNPs in locus are colored based on their LD (all populations, 1000G data) with the lead SNP. Δd3-6mfs, change in the dmfs index per effect allele to which the estimated beta corresponds; b, beta coefficient; chr, chromosome; EA, effect allele; EAF, effect allele frequency; ECC, early childhood caries; EffN, effective sample size; n, sample size; OA, other allele; P, P value; pos, position; SE, standard error; SNP, single nucleotide polymorphism.
Multiancestry Genome-Wide Association Study of Early Childhood Caries

December 2024

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29 Reads

Journal of Dental Research

Early childhood caries (ECC) is the most common noncommunicable childhood disease—an important health problem with known environmental and social/behavioral influences lacking consensus genetic risk loci. To address this knowledge gap, we conducted a genome-wide association study of ECC in a multiancestry population of U.S. preschool-age children ( N = 6,103) ages 3 to 5 y participating in a community-based epidemiologic study of early childhood oral health. Calibrated examiners used International Caries Detection and Assessment System criteria to measure ECC; the primary trait was the number of primary tooth surfaces with caries experience (i.e., dmfs index). We estimated heritability and concordance rates and conducted genome-wide association analyses to estimate overall genetic effects as well as stratified by sex, household water fluoride, and dietary sugar and leveraged combined gene/gene-environment effects using 2-degree-of-freedom joint tests. Common genetic variants explained 24% of ECC phenotypic variance among unrelated individuals, while concordance rates were 0.64 (95% confidence interval [CI] = 0.42–0.79) among monozygotic twins and 0.44 (95% CI = 0.34–0.53) among first-degree relatives. Across all analyses, we identified 21 novel nonoverlapping genome-wide significant loci ( P < 5 × 10 ⁻⁸ ) and 1 genome-wide significant gene ( TAAR6) associated with ECC. The taste receptor activity gene set, with known roles in chemosensing, bacterial recognition, and innate immunity in the oral cavity, was strongly associated with ECC. While no locus remained significant after studywise multiple-testing correction, 3 loci were nominally significant ( P < 0.05) and directionally consistent in external cohorts of 285,248 adults (rs1442369, DLGAP1 and rs74606067, RP11-856F16.2) and 18,994 children (rs71327750, SLC41A3). Meanwhile, the strongest marker known to be associated with adult caries (rs1122171, tagging the long noncoding RNA PITX1-AS1) was nominally significant ( P = 0.01) and directionally consistent with ECC in our study. Taken together, the results of this study add to the genomics knowledge base for early childhood caries, offer several plausible candidates for future mechanistic studies, and underscore the importance of accounting for sex and pertinent environmental exposures in genetic investigations.


Study flowchart for the All of Us (AoU) and Health and Retirement (HRS) study populations to obtain sample size for analytic datasets (N is what is left after cumulatively applying criteria in the current and higher rows).
Demographic, dental, and medical characteristics of AoU (2018-2022) and HRS 2018 partici- pants above age 50 years.
Cont.
Study variables by dichotomized self-rated health among AoU (2018-2022) and HRS 2018 participants in analytic dataset.
Adjusted odds ratio and 95% confidence intervals for fair or poor self-rated health by study standardized to 2018 US population 1 .
A Comparative Analysis of Oral Health and Self-Rated Health: ‘All of Us Research Program’ vs. ‘Health and Retirement Study’

September 2024

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44 Reads

Poor oral health can impact overall health. This study assessed the association between dental factors (dentate status and dental utilization) and self-rated health (S-RH) among older adults in two cross-sectional datasets: (1) NIH “All of Us (AoU) Research Program” (May 2018—July 2022 release) and (2) U.S. nationally representative “Health and Retirement Study” (HRS) 2018 wave. Participants aged ≥ 51 years were included in these analyses if (1) from AoU, they had clinical dental and medical data from electronic health records (EHRs) and surveys (n = 5480), and (2) from HRS, they had dental and socio-demographic survey data (n = 14,358). S-RH was dichotomized (fair/poor vs. better) and analyzed with logistic regression. Sample survey weights for HRS and stratification and averaging AoU results used the weighted HRS race–ethnicity and age distribution standardized respective analyses to the U.S. population. Fair/poor S-RH was reported by 32.6% in AoU and 28.6% in HRS. Dentate status information was available from 7.7% of AoU EHRs. In population-standardized analyses, lack of dental service use increased odds of fair/poor S-RH in AoU, OR (95% CI) = 1.28 (1.11–1.48), and in HRS = 1.45 (1.09–1.94), as did having diabetes, less education, and ever being a smoker. Having no natural teeth was not statistically associated with fair/poor S-RH. Lack of dental service was positively associated with fair/poor S-RH in both datasets. More and better oral health information in AoU and HRS are needed.


Point-of-care C-reactive protein measurement by community health workers safely reduces antimicrobial use among children with respiratory illness in rural Uganda: A stepped wedge cluster randomized trial

August 2024

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62 Reads

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2 Citations

Background Acute respiratory illness (ARI) is one of the most common reasons children receive antibiotic treatment. Measurement of C-reaction protein (CRP) has been shown to reduce unnecessary antibiotic use among children with ARI in a range of clinical settings. In many resource-constrained contexts, patients seek care outside the formal health sector, often from lay community health workers (CHW). This study’s objective was to determine the impact of CRP measurement on antibiotic use among children presenting with febrile ARI to CHW in Uganda. Methods and findings We conducted a cross-sectional, stepped wedge cluster randomized trial in 15 villages in Bugoye subcounty comparing a clinical algorithm that included CRP measurement by CHW to guide antibiotic treatment (STAR Sick Child Job Aid [SCJA]; intervention condition) with the Integrated Community Care Management (iCCM) SCJA currently in use by CHW in the region (control condition). Villages were stratified into 3 strata by altitude, distance to the clinic, and size; in each stratum, the 5 villages were randomly assigned to one of 5 treatment sequences. Children aged 2 months to 5 years presenting to CHW with fever and cough were eligible. CHW conducted follow-up assessments 7 days after the initial visit. Our primary outcome was the proportion of children who were given or prescribed an antibiotic at the initial visit. Our secondary outcomes were (1) persistent fever on day 7; (2) development of prespecified danger signs; (3) unexpected visits to the CHW; (4) hospitalizations; (5) deaths; (6) lack of perceived improvement per the child’s caregiver on day 7; and (7) clinical failure, a composite outcome of persistence of fever on day 7, development of danger signs, hospitalization, or death. The 65 participating CHW enrolled 1,280 children, 1,220 (95.3%) of whom had sufficient data. Approximately 48% (587/1,220) and 52% (633/1,220) were enrolled during control (iCCM SCJA) and intervention periods (STAR SCJA), respectively. The observed percentage of children who were given or prescribed antibiotics at the initial visit was 91.8% (539/587) in the control periods as compared to 70.8% (448/633) during the intervention periods (adjusted prevalence difference −24.6%, 95% CI: −36.1%, −13.1%). The odds of antibiotic prescription by the CHW were over 80% lower in the intervention as compared to the control periods (OR 0.18, 95% CI: 0.06, 0.49). The frequency of clinical failure (iCCM SCJA 3.9% (23/585) v. STAR SCJA 1.8% (11/630); OR 0.41, 95% CI: 0.09, 1.83) and lack of perceived improvement by the caregiver (iCCM SCJA 2.1% (12/584) v. STAR SCJA 3.5% (22/627); OR 1.49, 95% CI: 0.37, 6.52) was similar. There were no unexpected visits or deaths in either group within the follow-up period. Conclusions Incorporating CRP measurement into iCCM algorithms for evaluation of children with febrile ARI by CHW in rural Uganda decreased antibiotic use. There is evidence that this decrease was not associated with worse clinical outcomes, although the number of adverse events was low. These findings support expanded access to simple, point-of-care diagnostics to improve antibiotic stewardship in rural, resource-constrained settings where individuals with limited medical training provide a substantial proportion of care. Trial registration ClinicalTrials.gov NCT05294510. The study was reviewed and approved by the University of North Carolina Institutional Review Board (#18–2803), Mbarara University of Science and Technology Research Ethics Committee (14/03-19), and Uganda National Council on Science and Technology (HS 2631).


Citations (68)


... Low-level night lighting that enhances vertical and horizontal information, such as doorways and walking paths, has been shown to improve gait in older adults, compared to night lighting alone (Figueiro et al., 2011(Figueiro et al., , 2012. A recent pilot study has shown promising, but not statistically significant, reductions in fall incidence in older people with dementia following installation of vertical and horizontal strip light-emitting-diode (LED) lighting around door frames (Zimmerman et al., 2024). Prospective observational studies or controlled trials that document fall rates following improvements to lighting levels, lighting that enhances visual cues, or educational interventions promoting the use of lights to prevent falls are needed. ...

Reference:

Shedding Light on Falls: The Effect of Lighting Levels on Fall Risk in Long-Term Residential Care Facilities
Feasibility of a Novel Lighting System to Reduce Nighttime Falls in Assisted Living Residents With Dementia
  • Citing Article
  • August 2024

Journal of the American Medical Directors Association

... The study published by Ciccone and colleagues aims to answer this question [9]. The authors conducted a stepped-wedge cluster randomized trial in 15 villages in Uganda that incorporated the use of point-of-care C-reactive protein (CRP) levels from children aged 2 to 59 months collected by lay community health workers, with the primary outcome of antimicrobial prescription reduction for WHO-defined LRTI. ...

Point-of-care C-reactive protein measurement by community health workers safely reduces antimicrobial use among children with respiratory illness in rural Uganda: A stepped wedge cluster randomized trial

... Self-rated oral health status (overall health of teeth and gums) was assessed as poor, fair, good, very good, or excellent, then was recoded into poor/fair versus good/ very good/excellent, a frequently employed dichotomy [52][53][54][55]. ...

Loneliness and low life satisfaction associated with older adults’ poor oral health

... The purpose of this paper is to estimate the association of older adults' experiences with loneliness, life satisfaction, and other psychological stressors and resources with SROH and OHQOL using 2018 US HRS data. Three distinct profiles of adults based on the distribution of loneliness and life satisfaction were previously identified in the combined HRS and HRS-LB study population (N = 4,703) using LCA (28). Class A:"Not Lonely/Satisfied" adults had the fewest psychosocial risk factors and most resources; Class C:"Lonely/Unsatisfied" adults exhibited the opposite profile (most risk 2 Materials and methods ...

Psychosocial Profiles of Older Adults by Dentition Status and Dental Utilization History
  • Citing Preprint
  • May 2024

... This study is novel in several aspects. Through specification of the "Design Pattern" matrix and "Completeness Matrix" in the spirit of Hemming et al. 3 and Rochon, 40 the general GEE power method is implemented for complete and incomplete stepped wedge designs, thereby extending the power methods for complete designs of Li et al. 10 to designs with staggered 24,44,30,41 which may cover most scenarios of interest, including our SAS macro CRTFASTGEEPWR. Moreover, there is no other single article that unifies the five typical correlation models in an approach for designing cross-sectional and closed-cohort SW-CRTs. ...

CRTFASTGEEPWR : A SAS Macro for Power of Generalized Estimating Equations Analysis of Multi-Period Cluster Randomized Trials with Application to Stepped Wedge Designs

Journal of Statistical Software

... This analysis uses data from the endpoint qualitative evaluation of the SHARP study [12,13] and it builds on the earlier efforts made during formative and midpoint evaluations [11,14]. The participants in the endpoint qualitative evaluation had fully experienced trial implementation and were thus able to talk about implementation strategies more in-depth. ...

Two implementation strategies to support the integration of depression screening and treatment into hypertension and diabetes care in Malawi (SHARP): parallel, cluster-randomised, controlled, implementation trial

The Lancet Global Health

... In a US national cross-sectional dataset with many psychological measures, chronic stress was associated with fair/poor SROH among adults, while psychosocial resources (mastery, self-esteem) were protective (20). In a longitudinal analysis of the US Health and Retirement Study (HRS), a nationally representative sample of US older adults over age 50, Tembhe et al. (21) found that about 26% of older adults had worse SROH at both timepoints in 2008 and 2018. Older adults with better SROH tended to have higher socioeconomic status and better access to dental care. ...

Ten‐year cross‐sectional and longitudinal assessment and factors associated with unfavourable self‐rated oral health in older adults in the United States
  • Citing Article
  • August 2023

Gerodontology

... However, coronary angiography patients showed higher free linoleic acid [48], and a single SD increase in linoleic acid correlated with a 0.03 mmHg rise in DBP in Europeans [54]. Yet, other studies demonstrate that circulating level of linoleic acid did not exhibit a correlation with either SBP/DBP [33,34,58,73]. In conclusion, the evidence suggests a role for linoleic acid in influencing BP with no consensus. ...

Non-esterified erythrocyte linoleic acid, arachidonic acid, and subjective sleep outcomes
  • Citing Article
  • July 2023

Prostaglandins Leukotrienes and Essential Fatty Acids

... Data on edentulism were available in the 2006, 2012, and 2018 HRS Core questionnaires through the question "Have you lost all of your upper and lower permanent teeth?" For the interim years, (2008, 2010, 2014, 2016, and 2020), dentition status was imputed only where logically possible, under the premise "once edentulous, always edentulous" (Jones et al., 2023). That is, if a participant was edentulous at one time point, this status was carried forward; similarly, dentate status was carried forward when consistently reported. ...

Edentulism Predicts Cognitive Decline in the US Health and Retirement Cohort Study
  • Citing Article
  • June 2023

Journal of Dental Research

... Admittedly, this model is limited as the count-valued nature of the molecule X m ′ (s k ) is not prioritized, appearing as a spatially varying predictor. Modeling (X m (s k ), X m ′ (s k )) jointly as bivariate NB (BNB) distributed RVs is a possibility that we do not pursue as there are varying definitions of a BNB distribution (other than via Copula)[185,186,187,188], leading to restrictive correlation structures and inefficient MCMC samplers.The models in Eqs. 1 and 2 are over-parametrized and do not incorporate spatial dependency between β mm ′ 0 (s k )'s and β mm ′ 1 (s k )'s, which we discuss next. Let G = (V, E) denote the MST between the locations constructed using the L 2 distance: |s k 1 − s k 2 | 2 for a pair (s k 1 , s k 2 ), where V and E are the sets of vertices and edges, respectively. ...

A bivariate zero-inflated negative binomial model and its applications to biomedical settings