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Nevin Manimala Statistics

Generative AI Use and Depressive Symptoms Among US Adults

JAMA Netw Open. 2026 Jan 2;9(1):e2554820. doi: 10.1001/jamanetworkopen.2025.54820.

ABSTRACT

IMPORTANCE: Generative artificial intelligence (AI) has rapidly entered mainstream use in the US, but its association with mental health has not been characterized.

OBJECTIVE: To examine the associations of the extent and type of generative AI use among US adults with negative affective symptoms in a large, nationally representative sample.

DESIGN, SETTING, AND PARTICIPANTS: This survey study used data from a 50-state US internet nonprobability survey conducted between April and May 2025. Survey respondents were aged 18 years and older. Data were analyzed in August 2025.

EXPOSURE: Participants self-reported generative AI and social media use.

MAIN OUTCOMES AND MEASURES: The outcome of interest, negative affect, was measured using the Patient Health Questionnaire 9-item (PHQ-9).

RESULTS: There were 20 847 unique participants, with mean (SD) age 47.3 (17.1) years and 10 327 (49.5%) female, 10 386 (49.8%) male, and 134 (0.6%) nonbinary participants; 2152 participants (10.3%) reported using AI at least daily, including 1053 participants (5.1%) who reported daily use and 1099 participants (5.3%) who reported use multiple times per day. Among participants who used daily or more frequently, 1033 (48.0%) reported use for work, 246 (11.4%) for school, and 1875 (87.1%) for personal applications. In survey-weighted regression models, daily or more frequent AI use was significantly more common among men, younger adults, those with higher education and income, and those in urban settings. Greater AI use was associated with greater levels of depressive symptoms in sociodemographic-adjusted regression models: (daily use: β = 1.08 [95% CI, 0.55-1.62]; multiple times per day: β = 0.86 [95% CI, 0.35-1.37]) compared with nonuse, and with greater likelihood of reporting at least moderate depressive symptoms (odds ratio [OR], 1.29 [95% CI, 1.15-1.46]); similar patterns were observed for anxiety and irritability. The highest estimates were observed among individuals using AI for personal use (β = 0.31 [95% CI, 0.10-0.52]) and those aged 25 to 44 years (β = 1.22 [95% CI, 0.70-1.74]) or 45 to 64 years (β = 1.38 [95% CI, 0.72-2.05]).

CONCLUSIONS AND RELEVANCE: This survey study found that AI use was significantly associated with greater depressive symptoms, with magnitude of differences varying by age group. Further work is needed to understand whether these associations are causal and explain heterogeneous effects.

PMID:41563755 | DOI:10.1001/jamanetworkopen.2025.54820

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Prior Concussions and Risk of Disability for Patients After a Motor Vehicle Crash

JAMA Netw Open. 2026 Jan 2;9(1):e2554831. doi: 10.1001/jamanetworkopen.2025.54831.

ABSTRACT

IMPORTANCE: Recovery after a motor vehicle crash can be slow, frustrating, and incomplete with lingering neurocognitive complications.

OBJECTIVE: To examine whether a prior concussion is associated with increased risk of long-term disability after a motor vehicle crash.

DESIGN, SETTING, AND PARTICIPANTS: This cohort study included adults surviving a motor vehicle crash treated in Ontario, Canada, from April 2003 to March 2023 with analyses to November 2025.

EXPOSURE: Prior concussion.

MAIN OUTCOME AND MEASURES: Long-term disability defined by official social service records, comparing those with a prior concussion and those with no history of a prior concussion.

RESULTS: A total of 907 984 patients injured in a motor vehicle crash were included (mean [SD] age, 37 [14] years; 472 435 male [52.0%]); 19 851 patients had a prior concussion and 888 133 had no prior concussion. A total of 54 678 patients were subsequently diagnosed with long-term disability over 9 543 505 patient-years of follow-up (mean [SD], 10.5 [5.8] years), equal to an absolute risk of 1 in 17 per decade (5.7 per 1000 patient-years). Patients with a prior concussion had a 15% higher adjusted risk of long-term disability (95% CI, 9%-21%; P < .001) compared with those with no prior concussion. The increased risk of long-term disability was independent of other measured risk factors, applied to diverse patient groups, and included those involved as passengers or pedestrians. The increased risk extended across a spectrum of crash severity, was accentuated for single-vehicle events, replicated in analyses with artificial intelligence models adjusting for confounding, and remained distinct from the risks of death, readmission, or short-term health care costs.

CONCLUSIONS AND RELEVANCE: This population-based cohort study suggests a significant increased risk of long-term disability after a motor vehicle crash, particular among patients with a prior concussion. More efforts at concussion prevention and traffic safety counseling may be justified for patients.

PMID:41563754 | DOI:10.1001/jamanetworkopen.2025.54831

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Factors influencing parental acceptance of preventive dental treatments and its impact on children’s oral health-related quality of life: an observational study

Eur Arch Paediatr Dent. 2026 Jan 21. doi: 10.1007/s40368-026-01165-3. Online ahead of print.

ABSTRACT

BACKGROUND: The clinical efficacy of preventive dental treatments (PDTs) is well established. However, limited evidence exists regarding parental acceptance and its impact on children’s oral health-related quality of life (COHRQoL).

OBJECTIVE: To assess factors influencing parental acceptance of PDTs and their impact on COHRQoL.

METHODS: A cross-sectional, observational study was conducted amongst 200 parents of children aged 6-14 years who had been exclusively advised PDTs by a paediatric dentist. Sociodemographic factors, parental knowledge, and attitudes were assessed using a validated questionnaire. Parental acceptance of PDTs was recorded at the time the preventive treatment plan was explained. For those who accepted and underwent PDTs, COHRQoL was measured at baseline and 6 months post-treatment using the short-form parental/caregiver perception questionnaire (P-CPQ-8), family impact scale (FIS-8), and a global oral health rating scale. Data were analysed using appropriate statistical tests.

RESULTS: Only 36.5% of parents accepted PDTs. Non-acceptance was mainly due to perceived non-necessity (21.3%). Acceptance was significantly associated with education, family size, residence, prior dental visits, awareness, and attitudes. Logistic regression identified higher education, urban residence, and frequent dental visits as strong predictors for parental acceptance of PDTs. Following PDTs, COHRQoL improved significantly, with reductions in global oral health scores (1.19 ± 1.22 to 0.81 ± 0.77), P-CPQ-8 scores (9.22 ± 2.84 to 7.86 ± 2.59), and FIS-8 scores (7.58 ± 2.49 to 7.03 ± 2.15).

CONCLUSION: Parental acceptance of PDTs is moderate and influenced by sociodemographic and behavioural factors. PDTs significantly improved COHRQoL, emphasising that parents should recognise their importance whilst dentists must play an active role in motivating and guiding parents towards preventive care.

PMID:41563692 | DOI:10.1007/s40368-026-01165-3

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The effect of socio-economic background on parental knowledge regarding oral health and its association with proactive behaviours

Eur Arch Paediatr Dent. 2026 Jan 21. doi: 10.1007/s40368-026-01168-0. Online ahead of print.

ABSTRACT

PURPOSE: To evaluate the effect of socio-economic background on oral health knowledge and cultural beliefs of parents and associate knowledge to proactive behaviours.

METHODS: This is a cross-sectional study with a convenient sample consisting of parents seeking dental care for their children at two different dental centres. Data were collected via a structured, interview-based questionnaire, covering demographic characteristics and parental oral health knowledge and behaviours. Analysis was performed based on parental socioeconomic background determined by monthly family income (< 1400€ low, 1400-2500€ medium). Differences within and between groups were assessed using chi-square and Fisher’s exact tests and associations with demographic or behavioural characteristics using multivariate regression analysis (statistical significance p < 0.05).

RESULTS: Of the participants, 111 were from low and 105 from medium socio-economic backgrounds, with the latter demonstrating significantly better oral health knowledge and more proactive behaviours, such as regular preventive dental visits and lower consumption of sugary snacks (p < 0.05). Parents from low socio-economic backgrounds showed poor knowledge regarding aetiopathogenesis of common dental diseases, with significant differences for the effect of microbes in dental plaque accumulation formation (p = 0.03) and for brushing (p = 0.02) and sugary snack consumption (p = 0.04) in caries development. Multivariate regression analysis showed that area of residency and mother’s occupation were significantly associated with decreased knowledge, that was associated with infrequent brushing and frequent sugary snack consumption.

CONCLUSION: Significant associations highlighted the need for targeted educational interventions and public health policies to reduce oral health disparities and improve awareness.

PMID:41563691 | DOI:10.1007/s40368-026-01168-0

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Comparative evaluation of the effects of 3D-printed camouflaged caterpillar, camouflaged alligator and conventional syringes on anxiety and behaviour in children

Eur Arch Paediatr Dent. 2026 Jan 21. doi: 10.1007/s40368-026-01169-z. Online ahead of print.

ABSTRACT

PURPOSE: The purpose of the study was to evaluate and compare the effects of custom-made camouflaged caterpillar, camouflaged alligator and conventional syringes on anxiety and behaviour in children during local anaesthesia administration.

METHODS: This was a randomised controlled study in which 150 children aged between 7 and 9 years were randomly assigned to receive local anaesthesia using a custom-made camouflaged caterpillar, a camouflaged alligator or a conventional syringe. A pulse oximeter was used to measure pulse rate. Children were scored using the Venham’s Clinical Anxiety Scale (VCAS) and the Faces, Legs, Activity, Cry, Consolability (FLACC) scale. Data were analysed using repeated measures ANOVA, one-way ANOVA followed by Tukey’s honestly significant difference (HSD) post-hoc test, and chi-square tests. After the treatment, the child was asked to fill out the Venham’s Picture Test (VPT). In addition, parents were asked to fill out the Parental Emotional Stress Questionnaire (PESQ) and recall questionnaire.

RESULTS: The mean increase in the pulse rate was lowest in the custom-made caterpillar camouflaged syringe group, with a statistically significant difference. The mean scores of VCAS (0.66 ± 0.69), FLACC (1.38 ± 1.05), and VPT (0.62 ± 0.75) were lowest in the custom-made caterpillar camouflaged syringe group, which signified better behaviour of a child than the other two groups. The parental emotional stress quotient in the custom-made caterpillar camouflaged group revealed satisfactory outcomes with the procedure.

CONCLUSION: Custom-made caterpillar camouflaged syringes for local anaesthesia effectively decreased the anxiety of children.

PMID:41563690 | DOI:10.1007/s40368-026-01169-z

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Polyhexamethylene guanidine hydrochloride as active ingredient for anticariogenic products: studies in vitro and in vivo

Braz J Microbiol. 2026 Jan 21;57(1):40. doi: 10.1007/s42770-025-01851-2.

ABSTRACT

Dental caries is a highly prevalent multifactorial oral disease that can cause both local and systemic lesions. The aim of this study was to evaluate the in vitro antiseptic effect of a topical solution containing polyhexamethylene guanidine hydrochloride (PHMGH) and its possible toxic effects in vivo. PHMGH was tested (0.31-625.0 ppm) against Streptococcus mutans, Streptococcus sanguinis, Streptococcus salivarius, Streptococcus mitis, Streptococcus sobrinus, Lactobacillus casei, and Enterococcus faecalis by determining the minimum inhibitory concentration (MIC), minimum bactericidal concentration (MBC), minimum biofilm inhibitory concentration (MBIC75), fractional inhibitory concentration index (FICI), and bactericidal kinetics. The polymer was effective against all microorganisms, with MIC and MBC ranging from 0.31 to 1.24 ppm; lower values were observed especially against S. mitis and E. faecalis when compared to commercial chlorhexidine digluconate. PHMGH inhibited 75% of the microbial biofilms, including S. mutans, with the MBIC75 of PHMGH and CLX being similar for this microorganism. The combination of the polymer with CLX exerted indifferent effects against the cariogenic microorganisms. Regarding bactericidal kinetics, the polymer caused higher percent reductions in the microorganisms than CLX; at concentrations of 3.000 and 1.000 ppm, with 2 and 4 min of exposure, respectively, inducing 100% bacterial death. Given the promising results, rats received daily oral instillations of four drops of PHMGH at a concentration of 625 ppm for 90 days, mimicking a mouthwash. None exhibited alterations in mucosae or tongue, as well as no body weight and histological changes were observed in the oral mucosa, tongue, esophagus, stomach, and intestine. The toxicological evaluation showed that the treated animals did not present significant alterations in the parameters of hepatotoxicity and nephrotoxicity and DNA damage. Regarding the histopathological analyses of the digestive organs, there were no statistics differences, except for the mononuclear inflammatory infiltrate in the intestinal mucosa, which was significantly higher in treated animals. Under the present experimental conditions, PHMGH exerted in vitro antimicrobial activity against dental caries microorganisms, with no evidence of in vivo toxicity; thus, it becomes a promising and less costly option for the development of oral antiseptic products.

PMID:41563683 | DOI:10.1007/s42770-025-01851-2

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Addressing Hypertension Treatment Disparities Via Renal Denervation

Curr Hypertens Rep. 2026 Jan 21;28(1):9. doi: 10.1007/s11906-025-01359-y.

ABSTRACT

PURPOSE OF REVIEW: To discuss available data on renal denervation (RDN) for treating hypertension and how expanding access to RDN may improve rates of controlled hypertension while helping address hypertension treatment disparities.

RECENT FINDINGS: RDN is an FDA-approved procedure for the treatment of patients with confirmed uncontrolled hypertension, with proven efficacy and safety in randomized sham-controlled trials. Centers for Medicare & Medicaid Services completed a national coverage analysis for RDN coverage for the treatment of uncontrolled hypertension. By summarizing the available data on RDN and hypertension statistics among different race and ethnicities in the United States, our review highlights the potential for RDN to improve treatment control rates, without increasing medication burden. By expanding coverage for the procedure, RDN may be an important tool to reduce significant treatment disparities in hypertension.

PMID:41563652 | DOI:10.1007/s11906-025-01359-y

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Global burden of deaths and DALYs attributable to smoking in Middle-Aged and elderly patients with type 2 Diabetes, 1990-2021: A systematic analysis of the GBD 2021 study

Endocrine. 2026 Jan 21;91(1):45. doi: 10.1007/s12020-025-04537-9.

NO ABSTRACT

PMID:41563647 | DOI:10.1007/s12020-025-04537-9

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Outcome of pars plana vitrectomy with and without internal limiting membrane peeling in proliferative diabetic retinopathy

Int Ophthalmol. 2026 Jan 21;46(1):65. doi: 10.1007/s10792-025-03924-5.

ABSTRACT

PURPOSE: To compare the functional and anatomical outcomes of pars plana vitrectomy (PPV) with or without internal limiting membrane (ILM) peeling in patients suffering with non-resolving vitreous hemorrhage and tractional retinal detachment.

METHODS: Fifty-seven patients (57 eyes) suffering from PDR were randomly assigned to undergo PPV with ILM peeling (n = 26) or without ILM peeling (n = 31). Outcomes assessed over a 6-month follow-up included best-corrected visual acuity (BCVA), need for additional anti-VEGF injections, frequency of reoperations, central macular thickness (CMT), development of epiretinal membrane (ERM), macular traction, and vascular parameters derived from OCT imaging.

RESULTS: Both groups showed statistically significant improvements in BCVA postoperatively (p < 0.001), with no significant difference between them (p = 0.846). The ILM peeling group required fewer repeat anti-VEGF injections (7.7% vs. 35.5%, p = 0.030) and exhibited a significantly lower incidence of secondary ERM (11.5% vs. 51.6%, p = 0.004). ERM formation correlated with iatrogenic retinal tears (p = 0.007) and tractional retinal detachment (TRD) (p < 0.001). Reoperations for ERM removal occurred exclusively in the non-ILM peeling group. No significant intergroup differences were found in CMT, foveal avascular zone (FAZ) area, or vessel density.

CONCLUSION: ILM peeling during diabetic vitrectomy effectively minimizes the risk of postoperative ERM formation and reduces the need for further Anti-VEGF injections for DME. However, it does not confer a significant advantage in terms of visual acuity improvements.

PMID:41563617 | DOI:10.1007/s10792-025-03924-5

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Nevin Manimala Statistics

Monitoring cancer survival in Belgium: early insights 3 years after the COVID-19 pandemic

Cancer Causes Control. 2026 Jan 21;37(2):36. doi: 10.1007/s10552-025-02121-0.

ABSTRACT

PURPOSE: In 2020, health care systems worldwide were challenged by the COVID-19 pandemic, disrupting the medical care trajectory of cancer patients. The observed diagnostic delays requested further monitoring including an assessment of survival probabilities.

METHODS: The 1-, 2- and 3-years relative survival (RS; Ederer II; follow-up until 1st May 2025) was calculated for invasive tumours diagnosed between 2017 and 2021 in Belgium (overall and per cancer type) and compared with asymptotic two-sided Z-tests on the log-transformed scale.

RESULTS: Following a decrease of the 1- and 2-years RS for 2020 (82.0% and 75.5%) compared to 2019 (82.5% and 76.1%), the 3-years RS for 2020 (72.0%) aligned again with the 3-years RS for 2019 (72.2%). The 2021 (1-, 2- and 3-years) RS and 2022 (1- and 2-years) RS estimates are in line with the increasing pre-pandemic survival rates for all cancers. The RS results showed a wide heterogeneity across cancer types. In addition, we observed small shifts in the characteristics of the cancer patient populations with contrasting impact on survival.

CONCLUSION: Since the start of the COVID-19 pandemic, the importance of timeliness in the monitoring of cancer incidence and survival emerged for many cancer registries worldwide. Based on our RS results, we advocate for tailored survival analyses per subpopulation (age group, cancer type, stage, etc.) to reveal mid- and long-term survival effects of the pandemic.

PMID:41563602 | DOI:10.1007/s10552-025-02121-0