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Nevin Manimala Statistics

Examining the Supports and Advice That Women With Intimate Partner Violence Experience Received in Online Health Communities: Text Mining Approach

J Med Internet Res. 2023 Oct 9;25:e48607. doi: 10.2196/48607.

ABSTRACT

BACKGROUND: Intimate partner violence (IPV) is an underreported public health crisis primarily affecting women associated with severe health conditions and can lead to a high rate of homicide. Owing to the COVID-19 pandemic, more women with IPV experiences visited online health communities (OHCs) to seek help because of anonymity. However, little is known regarding whether their help requests were answered and whether the information provided was delivered in an appropriate manner. To understand the help-seeking information sought and given in OHCs, extraction of postings and linguistic features could be helpful to develop automated models to improve future help-seeking experiences.

OBJECTIVE: The objective of this study was to examine the types and patterns (ie, communication styles) of the advice offered by OHC members and whether the information received from women matched their expressed needs in their initial postings.

METHODS: We examined data from Reddit using data from subreddit community r/domesticviolence posts from November 14, 2020, through November 14, 2021, during the COVID-19 pandemic. We included posts from women aged ≥18 years who self-identified or described experiencing IPV and requested advice or help in this subreddit community. Posts from nonabused women and women aged <18 years, non-English posts, good news announcements, gratitude posts without any advice seeking, and posts related to advertisements were excluded. We developed a codebook and annotated the postings in an iterative manner. Initial posts were also quantified using Linguistic Inquiry and Word Count to categorize linguistic and posting features. Postings were then classified into 2 categories (ie, matched needs and unmatched needs) according to the types of help sought and received in OHCs to capture the help-seeking result. Nonparametric statistical analysis (ie, 2-tailed t test or Mann-Whitney U test) was used to compare the linguistic and posting features between matched and unmatched needs.

RESULTS: Overall, 250 postings were included, and 200 (80%) posting response comments matched with the type of help requested in initial postings, with legal advice and IPV knowledge achieving the highest matching rate. Overall, 17 linguistic or posting features were found to be significantly different between the 2 groups (ie, matched help and unmatched help). Positive title sentiment and linguistic features in postings containing health and wellness wordings were associated with unmatched needs postings, whereas the other 14 features were associated with postings with matched needs.

CONCLUSIONS: OHCs can extract the linguistic and posting features to understand the help-seeking result among women with IPV experiences. Features identified in this corpus reflected the differences found between the 2 groups. This is the first study that leveraged Linguistic Inquiry and Word Count to shed light on generating predictive features from unstructured text in OHCs, which could guide future algorithm development to detect help-seeking results within OHCs effectively.

PMID:37812467 | DOI:10.2196/48607

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Nevin Manimala Statistics

Amyloid Positron Emission Tomography and Subsequent Health Care Use Among Medicare Beneficiaries With Mild Cognitive Impairment or Dementia

JAMA Neurol. 2023 Oct 9. doi: 10.1001/jamaneurol.2023.3490. Online ahead of print.

ABSTRACT

IMPORTANCE: Results of amyloid positron emission tomography (PET) have been shown to change the management of patients with mild cognitive impairment (MCI) or dementia who meet Appropriate Use Criteria (AUC).

OBJECTIVE: To determine if amyloid PET is associated with reduced hospitalizations and emergency department (ED) visits over 12 months in patients with MCI or dementia.

DESIGN, SETTING, AND PARTICIPANTS: This nonrandomized controlled trial analyzed participants in the Imaging Dementia-Evidence for Amyloid Scanning (IDEAS) study, an open-label, multisite, longitudinal study that enrolled participants between February 2016 and December 2017 and followed up through December 2018. These participants were recruited at 595 clinical sites that provide specialty memory care across the US. Eligible participants were Medicare beneficiaries 65 years or older with a diagnosis of MCI or dementia within the past 24 months who met published AUC for amyloid PET. Each IDEAS study participant was matched to a control Medicare beneficiary who had not undergone amyloid PET. Data analysis was conducted on December 13, 2022.

EXPOSURE: Participants underwent amyloid PET at imaging centers.

MAIN OUTCOMES AND MEASURES: The primary end points were the proportions of patients with 12-month inpatient hospital admissions and ED visits. One of 4 secondary end points was the rate of hospitalizations and rate of ED visits in participants with positive vs negative amyloid PET results. Health care use was ascertained from Medicare claims data.

RESULTS: The 2 cohorts (IDEAS study participants and controls) each comprised 12 684 adults, including 6467 females (51.0%) with a median (IQR) age of 77 (73-81) years. Over 12 months, 24.0% of the IDEAS study participants were hospitalized, compared with 25.1% of the matched control cohort, for a relative reduction of -4.49% (97.5% CI, -9.09% to 0.34%). The 12-month ED visit rates were nearly identical between the 2 cohorts (44.8% in both IDEAS study and control cohorts) for a relative reduction of -0.12% (97.5% CI, -3.19% to 3.05%). Both outcomes fell short of the prespecified effect size of 10% or greater relative reduction. Overall, 1467 of 6848 participants (21.4%) with positive amyloid PET scans were hospitalized within 12 months compared with 1081 of 4209 participants (25.7%) with negative amyloid PET scans (adjusted odds ratio, 0.83; 95% CI, 0.78-0.89).

CONCLUSIONS AND RELEVANCE: Results of this nonrandomized controlled trial showed that use of amyloid PET was not associated with a significant reduction in 12-month hospitalizations or ED visits. Rates of hospitalization were lower in patients with positive vs negative amyloid PET results.

PMID:37812437 | DOI:10.1001/jamaneurol.2023.3490

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Nevin Manimala Statistics

Superfood consumers’ exposure to selected heavy metals

Nutr Health. 2023 Oct 9:2601060231206307. doi: 10.1177/02601060231206307. Online ahead of print.

ABSTRACT

Background: Superfood products are important components of the human diet, which may contain toxic heavy metals that have no beneficial function in the human body (e.g., cadmium, arsenic, mercury). Therefore, due to the high demand for these foods, maintaining their safety is a significant public health concern, resulting in an increasing number of studies in the field of health risk assessment due to population exposure to heavy metals. Aim: The aim of the study was to determine the concentration of selected heavy metals in individual superfood products. Methods: The research material consisted of 48 samples of selected superfood products such as flaxseed, chia seed, black cumin, goji berries, buckwheat, millet, almonds, quinoa and green tea. The collected samples were subjected to the mineralization process. In addition, an exposure assessment was performed by calculating the hazard quotient (HQ). Statistical analysis was performed using Statistica software for cadmium and arsenic. Results: The highest level of cadmium was observed in a sample of flaxseed (ground)-0.35 mg/kg. Again, the highest concentration of arsenic was found in green tea bags (21.94 mg/kg). The exposure assessment showed that the risk of adverse health effects is likely to occur with the consumption of flaxseed, almonds, quinoa and green tea at both the assumed average and maximum arsenic concentrations (HQ > 1). Conclusions: There are many foods on the market that contain heavy metals. The accumulation of various heavy metals in agricultural soils and edible crops should be regularly assessed to minimize public health problems.

PMID:37812435 | DOI:10.1177/02601060231206307

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Estimates of Major Depressive Disorder and Treatment Among Adolescents by Race and Ethnicity

JAMA Pediatr. 2023 Oct 9. doi: 10.1001/jamapediatrics.2023.3996. Online ahead of print.

ABSTRACT

IMPORTANCE: The COVID-19 pandemic has contributed to poorer mental health and a greater need for treatment. Nationally representative estimates of major depressive disorder (MDD) and mental health treatment among US adolescents during the pandemic are needed.

OBJECTIVE: To estimate MDD prevalence among adolescents, evaluate mental health treatment use among adolescents with MDD, and assess differences by race and ethnicity.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional analysis of the nationally representative 2021 National Survey on Drug Use and Health included noninstitutionalized US adolescents between the ages of 12 and 17 years (n = 10 743). Analytic weights were applied to all rates and model estimates to be nationally representative and account for sample design and survey nonresponse. Data were collected from January 14 to December 20, 2021, and analyzed from February 11 to April 3, 2023.

EXPOSURES: Self-reported race and ethnicity.

MAIN OUTCOMES AND MEASURES: Dichotomous outcomes of MDD as defined by the Diagnostic and Statistical Manual of Mental Disorders (Fifth Edition), MDD-specific mental health treatment, any type of mental health treatment, telehealth visits, and delays in mental health treatment.

RESULTS: The sample included 10 743 adolescents (51.1% male). Self-reported race and ethnicity included 5.1% Asian, 14.1% Black, 23.3% Latinx, 51.2% White, and 6.3% more than 1 race. Ages were evenly distributed: 34.0% aged 12 to 13 years; 33.3% aged 14 to 15 years; and 32.7% aged 16 to 17 years. Adolescents of more than 1 race or ethnicity had the highest MDD rate (26.5%). Compared with White adolescents, the lowest rates of any MDD treatment overall were found among Latinx adolescents (29.2% [95% CI, 22.2%-36.2%]) and those of more than 1 race or ethnicity (21.1% [95% CI, 11.6%-30.7%]). Similar results were found for treatment by any clinician (Latinx, 25.6% [95% CI, 18.8%-32.4%]; >1 race or ethnicity, 19.1% [95% CI, 9.7%-28.6%]), treatment by a mental health specialist (Latinx, 22.9% [95% CI, 16.9%-28.9%]; >1 race or ethnicity, 16.7% [95% CI, 7.1%-26.3%]), treatment by a nonspecialist clinician (Latinx, 7.3% [95% CI, 3.3%-11.3%]; >1 race or ethnicity, 4.8% [95% CI, 1.9%-7.7%]), and use of any psychotropic medication prescription (Latinx, 11.6% [95% CI, 7.3%-15.9%]; >1 race or ethnicity, 8.3% [95% CI, 2.8%-13.7]). Compared with White adolescents, Black adolescents had lower rates of MDD treatment by any clinician (31.7% [95% CI, 23.7%-39.8%]) and by nonspecialist clinicians (8.4% [95% CI, 3.8%-13.2%]) and experienced lower prescription rates for any psychotropic medication (12.6 [95% CI, 4.6%-20.6%]). Asian (16.0% [95% CI, 5.0%-27.2%]) and Latinx (17.8% [95% CI, 12.6%-23.0%]) adolescents had lower rates of virtual mental health treatment compared with White adolescents. Black (19.1% [95% CI, 14.1%-24.2%]) and Latinx (17.9% [95% CI, 15.0%-21.1%]) adolescents had lower rates of appointments transition to telehealth, while Black adolescents (14.1% [95% CI, 10.7%-17.4%]) experienced delays getting their prescriptions.

CONCLUSIONS AND RELEVANCE: During the first full calendar year of the pandemic, approximately 1 in 5 adolescents had MDD, and less than half of adolescents who needed treatment had any mental health treatment. Adolescents in racial and ethnic minority groups, particularly Latinx, experienced the lowest treatment rates. Federal policy should target adolescents as a whole, and minority populations in particular, to ensure equitable treatment access. Efforts should consider the social, racial, ethnic, and cultural determinants of health.

PMID:37812424 | DOI:10.1001/jamapediatrics.2023.3996

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Nevin Manimala Statistics

Follow-Up Timing After Discharge and Suicide Risk Among Patients Hospitalized With Psychiatric Illness

JAMA Netw Open. 2023 Oct 2;6(10):e2336767. doi: 10.1001/jamanetworkopen.2023.36767.

ABSTRACT

IMPORTANCE: Although early outpatient follow-up after psychiatric inpatient discharge may prevent suicide, the association between early follow-up care and a reduced risk of suicide after discharge has not been fully explored.

OBJECTIVES: To investigate outpatient follow-up care after psychiatric inpatient discharge and determine whether the timing of the first outpatient follow-up is associated with a reduced risk of suicide.

DESIGN, SETTING, AND PARTICIPANTS: This population-based, retrospective cohort study used the National Health Claim Database from 2017 to 2018 in Korea. Patients were observed until December 31, 2021, to confirm the occurrence of suicide. The study population included all patients aged 18 years or older who were newly admitted to hospitals with psychiatric illness except for dementia from January 1, 2017, to December 31, 2018. Statistical analysis was performed from January to May 2023.

EXPOSURE: The timing of the first mental health outpatient care follow-up within 30 days after discharge.

MAIN OUTCOMES AND MEASURES: The outcome of interest was suicide after hospital discharge. The timing of the first follow-up visit was observed within 30 days after discharge. The Cox proportional hazard model was used to explore the association between the risk of suicide and the timing of outpatient follow-up.

RESULTS: Of the 76 462 patients admitted to hospitals from 2017 to 2018, 225 (52.6%) were male; 21 313 (27.9%) had a primary diagnosis of substance use disorder, 17 608 (23.0%) had schizophrenia, and 15 018 (19.6) had depression; mean (SD) age was 46.4 (16.3) years. A total of 49 319 patients (64.5%) received follow-up outpatient care within 30 days of discharge. The mean (SD) follow-up period was 30.8 (20.2) months, and 1536 patients died of suicide during the study period. The hazard ratio for suicide risk in patients who received outpatient care within 7 days compared with those who did not receive any care within 30 days after discharge was 0.82 (95% CI, 0.80-0.83). The earlier the time of outpatient follow-up care, the lower the risk of suicide for those with substance use disorder, schizophrenia, bipolar disorder, and depression.

CONCLUSIONS AND RELEVANCE: In this cohort study of patients with psychiatric illness, early follow-up outpatient care after discharge was associated with a lower risk of suicide. These results suggest that those at high risk of suicide during hospitalization need intensive follow-up immediately after discharge.

PMID:37812420 | DOI:10.1001/jamanetworkopen.2023.36767

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Venous Thromboembolism After COVID-19 Infection Among People With and Without Immune-Mediated Inflammatory Diseases

JAMA Netw Open. 2023 Oct 2;6(10):e2337020. doi: 10.1001/jamanetworkopen.2023.37020.

ABSTRACT

IMPORTANCE: Immune-mediated inflammatory diseases (IMIDs) and COVID-19 are independently associated with venous thromboembolisms (VTEs).

OBJECTIVE: To determine if individuals with IMIDs are at higher risk of VTE following COVID-19 infection compared with individuals without IMIDs.

DESIGN, SETTING, AND PARTICIPANTS: Population-based matched cohort study using multiple deterministically linked health administrative databases from Ontario, Canada, and including patients testing positive for COVID-19 between January 1, 2020, and December 30, 2021, and followed up until March 31, 2022. Individuals with IMIDs (n = 28 440) who tested positive for COVID-19 were matched with up to 5 individuals without an IMID (n = 126 437) who tested positive for COVID-19. Matching was based on year of birth, sex, neighborhood income, and rural/urban residence. Data analysis was performed from August 6, 2022, to August 21, 2023.

EXPOSURE: Diagnosis of an IMID, identified using algorithms based on diagnostic codes, procedures, and specialist visits.

MAIN OUTCOME AND MEASURE: The main outcome was estimated age- and sex-standardized incidence of VTE. Proportional cause-specific hazard models compared the risk of VTE in people with and without IMIDs. Death was a competing risk. Models adjusted for history of VTE, 2 or more doses of a COVID-19 vaccine 14 or more days prior to COVID-19 diagnosis, and the Charlson Comorbidity Index. Routinely collected health data were used, so the hypothesis tested was formulated after data collection but prior to being granted access to data.

RESULTS: The study included 28 440 individuals (16 741 [58.9%] female; 11 699 [41.1%] male) with an IMID diagnosed prior to first COVID-19 diagnosis, with a mean (SD) age of 52.1 (18.8) years at COVID-19 diagnosis. These individuals were matched to 126 437 controls without IMIDs. The incidence of VTE within 6 months of COVID-19 diagnosis among 28 440 individuals with an IMID was 2.64 (95% CI, 2.23-3.10) per 100 000 person-days compared with 2.18 (95% CI, 1.99-2.38) per 100 000 person-days among 126 437 matched individuals without IMIDs. The VTE risk was not statistically significantly different among those with vs without IMIDs (adjusted hazard ratio, 1.12; 95% CI, 0.95-1.32).

CONCLUSIONS AND RELEVANCE: In this retrospective population-based cohort study of individuals with IMIDs following COVID-19, individuals with IMIDs did not have a higher risk of VTE compared with individuals without an IMID. These data provide reassurance to clinicians caring for individuals with IMIDs and COVID-19.

PMID:37812417 | DOI:10.1001/jamanetworkopen.2023.37020

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Effects of smoking on varicocelectomy outcomes: a retrospective cohort study

Int Urol Nephrol. 2023 Oct 9. doi: 10.1007/s11255-023-03816-6. Online ahead of print.

ABSTRACT

PURPOSE: To evaluate the effects of smoking on semen parameters and spontaneous pregnancy development by comparing smoker and non-smoker varicocelectomy patients.

METHODS: This study included 63 male patients with primary infertility for at least one year, and underwent microscopic subinguinal varicocelectomy at the Erzurum City Hospital urology clinic between 2020 and 2023. Patient files were retrospectively evaluated, and 27 patients were assigned to smoker group, whereas 36 patients were assigned to non-smoker group. Demographic data, semen parameters, spontaneous pregnancy development and timing were compared between two groups.

RESULTS: No statistically significant differences were observed in age, partner’s age, BMI, clinical presentation, varicocele grade, side of varicocele, testicular volume, or testicular vein diameters (p > 0.05). The mean age of the study group was determined to be 30.7 ± 4.9 years. In the non-smoker group, 27 patients (75%) had only subfertility complaints, while 9 patients (25%) also experienced scrotal pain. Progressive motility was significantly higher in the non-smoker group at the 3rd month (28.11 ± 5.78 vs. 24.51 ± 4.24, p < 0.05) and 6th month (29.61 ± 5.16 vs. 26.22 ± 4.14, p < 0.05) evaluations. When comparing the rates of pregnancy development, the non-smoker group was determined to have a higher rate (53%), but this comparison was not statistically significant. (p < 0.05) Regarding the timing of pregnancy, the non-smoker group was associated with earlier spontaneous pregnancy. (5.84 ± 2.26 vs. 9.20 ± 2.30, p < 0.05).

CONCLUSION: Smoking negatively affects the outcomes of varicocelectomy in terms of semen parameters, spontaneous pregnancy development and timing. Prospective, randomized, and larger sample-sized studies are required on this subject.

TRIAL REGISTRATION: This study was approved by the Ataturk University Local Ethics Committee (approval number: B.30.2.ATA.0.01.00/234).

PMID:37812377 | DOI:10.1007/s11255-023-03816-6

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Treatment utilization and effectiveness of neoadjuvant chemotherapy comparing men and women diagnosed with breast cancer: a Swedish retrospective cohort study

Breast Cancer Res Treat. 2023 Oct 9. doi: 10.1007/s10549-023-07129-1. Online ahead of print.

ABSTRACT

PURPOSE: Evidence supporting the use of neoadjuvant chemotherapy (NAC) in early breast cancer is based on studies mainly including women, whereas the utilization and effectiveness of NAC in men is less studied. The present study aimed to investigate the utilization and effectiveness of NAC in men and women with early breast cancer.

METHODS: Eligible patients were identified through the Swedish National Breast Cancer Quality Register, that includes all newly diagnosed breast cancer cases in Sweden from 2008 and onwards. For the treatment utilization analysis, all patients with stage I-III between 2008 and 2020 were included (n = 82,888), whereas for the effectiveness analysis the cohort was restricted to patients receiving NAC (n = 6487). For both analyses, multivariate logistic regression models were applied to investigate potential sex disparities in NAC utilization and effectiveness, adjusted for patient- and tumor characteristics.

RESULTS: In the NAC utilization analysis, 487 men and 82,401 women with stage I-III were included. No statistically significant difference between sexes in terms of NAC utilization was observed (adjusted Odds Ratio (adjOR): 1.135; 95% Confidence Interval (CI) 0.606-2.128) with an overall utilization rate of 4.9% in men compared to 7.8% in women. Among the 24 men and 6463 women who received NAC, the pathologic complete response (pCR) rates were 16.7% and 21.2%, respectively (adjOR: 1.141; 95% CI 0.141-9.238).

CONCLUSION: The present study did not find any sex disparities in NAC utilization or effectiveness in terms of pCR. This supports the current recommendations of treating men with breast cancer with the same indications for NAC as women.

PMID:37812362 | DOI:10.1007/s10549-023-07129-1

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Genetic characteristics of complete mtDNA genome sequence of Indonesian local rabbit (Oryctolagus cuniculus)

J Genet Eng Biotechnol. 2023 Oct 9;21(1):96. doi: 10.1186/s43141-023-00546-1.

ABSTRACT

BACKGROUND: Indonesian local rabbit (Oryctolagus cuniculus) is a local breed in Indonesia. We reveal the mitochondrial genome sequence of the Indonesian local Rabbit for the first time. A better understanding of the mechanisms underlying these beneficial aspects of local breeds over imported ones requires detailed genetic investigations, of which mtDNA genome sequencing is of particular importance. Such an investigation will solve the major issues of misidentification with Javanese hares (Lepus nigricollis) and maternal lineage. In addition, this information will guide better statistics on the Indonesian local rabbit breed population and strategies for its conservation and breeding plans. This study aimed to identify and explore the characteristics of the mtDNA genomes of Indonesian local rabbits.

RESULT: This study observed that the length of the mtDNA genome is 17,469 bp, consisting of two ribosomal RNA (12S rRNA, 16S rRNA), 22 transfer RNA genes (trnR, trnG, trnK, trnD, trnS, trnY, trnC, trnN, trnA, trnW, trnM, trnQ, trnl, trnL, trnV, trnF, trnP, trnT, trnE, trnL, trnS, trnH), 13 protein-coding genes (PCGs) (ND4l, ND3, COX3, ATP6, ATP8, COX2, COX1, ND2, ND1, CYTB, ND6, ND5, ND4), a replication origin, and a noncoding control region (D-loop).

CONCLUSIONS: mtDNA genome of Indonesian local rabbit was the longest and had the most extended D-loop sequence among the other references of Oryctolagus cuniculus. Other specific differences were also found in the percentage of nucleotides and variation in most of the PCGs when they were aligned with Oryctolagus cuniculus references from GenBank. Indonesian local Rabbits strongly suspected brought from Europe during the colonial period in Indonesia.

PMID:37812313 | DOI:10.1186/s43141-023-00546-1

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Characteristics of detection accuracy of the patient setup using InBore optical patient positioning system

Radiol Phys Technol. 2023 Oct 9. doi: 10.1007/s12194-023-00741-2. Online ahead of print.

ABSTRACT

This study aimed to evaluate the detection accuracy of the AlignRT-InBore system in surface-guided radiation therapy using a phantom and to determine the feasibility of the system by conducting a comparative analysis with cone-beam computed tomography (CBCT) registration. The AlignRT-InBore system integrated with the ETHOS Therapy was used. A phantom and a QUASAR phantom were employed to examine the specific areas of interest relevant to clinical cases. The evaluation involved monitoring translations for approximately 30 min and assessing the position detection accuracy for static and moving objects. Fifty clinical cases were used to evaluate the position detection accuracy and its relationship with the localization accuracy of CBCT before treatment. The detection accuracy of static and moving objects was within 1.0 mm using the phantom. However, the longitudinal direction tended to be larger than the other directions. Regarding the accuracy of localization in clinical cases, a strong and statistically significant (p < 0.01) correlation was observed in each direction. A detection accuracy within 1.0 mm is possible for static and moving objects. The detection accuracy of the patient setup using the InBore optical patient positioning system was extremely high, and the patient could be detected with high precision, suggesting its usefulness.

PMID:37812309 | DOI:10.1007/s12194-023-00741-2