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2.
Nat Hum Behav ; 8(6): 1177-1193, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38632388

RESUMO

Tobacco use disorder (TUD) is the most prevalent substance use disorder in the world. Genetic factors influence smoking behaviours and although strides have been made using genome-wide association studies to identify risk variants, most variants identified have been for nicotine consumption, rather than TUD. Here we leveraged four US biobanks to perform a multi-ancestral meta-analysis of TUD (derived via electronic health records) in 653,790 individuals (495,005 European, 114,420 African American and 44,365 Latin American) and data from UK Biobank (ncombined = 898,680). We identified 88 independent risk loci; integration with functional genomic tools uncovered 461 potential risk genes, primarily expressed in the brain. TUD was genetically correlated with smoking and psychiatric traits from traditionally ascertained cohorts, externalizing behaviours in children and hundreds of medical outcomes, including HIV infection, heart disease and pain. This work furthers our biological understanding of TUD and establishes electronic health records as a source of phenotypic information for studying the genetics of TUD.


Assuntos
Tabagismo , Humanos , Tabagismo/genética , Predisposição Genética para Doença/genética , Estudo de Associação Genômica Ampla , Estados Unidos/epidemiologia , Masculino , Feminino , Registros Eletrônicos de Saúde
3.
medRxiv ; 2024 Apr 12.
Artigo em Inglês | MEDLINE | ID: mdl-38645236

RESUMO

Background: Many patients with bipolar disorder (BD) do not respond to or have difficulties tolerating lithium and/or other mood stabilizing agents. There is a need for personalized treatments based on biomarkers in guiding treatment options. The calcium voltage-gated channel CACNA1C is a promising candidate for developing personalized treatments. CACNA1C is implicated in BD by genome-wide association studies and several lines of evidence suggest that targeting L-type calcium channels could be an effective treatment strategy. However, before such individualized treatments can be pursued, biomarkers predicting treatment response need to be developed. Methods: As a first step in testing the hypothesis that CACNA1C genotype is associated with serum levels of CACNA1C, we conducted ELISA measures on serum samples from 100 subjects with BD and 100 control subjects. Results: We observed significantly higher CACNA1C (p<0.01) protein levels in subjects with BD. The risk SNP (rs11062170) showed functional significance as subjects homozygous for the risk allele (CC) had significantly greater CACNA1C protein levels compared to subjects with one (p=0.013) or no copies (p=0.009). We observed higher somatostatin (SST) (p<0.003) protein levels and lower levels of the clock protein ARTNL (p<0.03) and stress signaling factor corticotrophin releasing hormone (CRH) (p<0.001) in BD. SST and PER2 protein levels were associated with both alcohol dependence and lithium response. Conclusions: Our findings represent the first evidence for increased serum levels of CACNA1C in BD. Along with altered levels of SST, ARNTL, and CRH our findings suggest CACNA1C is associated with circadian rhythm and stress response disturbances in BD.

5.
Mol Psychiatry ; 2024 Mar 28.
Artigo em Inglês | MEDLINE | ID: mdl-38548982

RESUMO

Bipolar disorder is a chronic and complex polygenic disease with high rates of comorbidity. However, the independent contribution of either diagnosis or genetic risk of bipolar disorder to the medical comorbidity profile of individuals with the disease remains unresolved. Here, we conducted a multi-step phenome-wide association study (PheWAS) of bipolar disorder using phenomes derived from the electronic health records of participants enrolled in the Mayo Clinic Biobank and the Mayo Clinic Bipolar Disorder Biobank. First, we explored the conditions associated with a diagnosis of bipolar disorder by conducting a phenotype-based PheWAS followed by LASSO-penalized regression to account for correlations within the phenome. Then, we explored the conditions associated with bipolar disorder polygenic risk score (BD-PRS) using a PRS-based PheWAS with a sequential exclusion approach to account for the possibility that diagnosis, instead of genetic risk, may drive such associations. 53,386 participants (58.7% women) with a mean age at analysis of 67.8 years (SD = 15.6) were included. A bipolar disorder diagnosis (n = 1479) was associated with higher rates of psychiatric conditions, injuries and poisonings, endocrine/metabolic and neurological conditions, viral hepatitis C, and asthma. BD-PRS was associated with psychiatric comorbidities but, in contrast, had no positive associations with general medical conditions. While our findings warrant confirmation with longitudinal-prospective studies, the limited associations between bipolar disorder genetics and medical conditions suggest that shared environmental effects or environmental consequences of diagnosis may have a greater impact on the general medical comorbidity profile of individuals with bipolar disorder than its genetic risk.

7.
Psychiatry Res ; 335: 115829, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38479192

RESUMO

This nonrandomized, multicenter, open-label clinical trial explored the impact of intravenous (IV) ketamine on cognitive function in adults (n = 74) with treatment-resistant depression (TRD). Patients received three IV ketamine infusions during the acute phase and, if remitted, four additional infusions in the continuation phase (Mayo site). Cognitive assessments using the Repeatable Battery for the Assessment of Neuropsychological Status (RBANS) were conducted at baseline, end of the acute phase, and end of the continuation phase (Mayo site). Results showed a significant 53 % (39/74) remission rate in depression symptoms after the acute phase. In adjusted models, baseline language domain score was associated with a higher odd of remission (Odds Ratio, 1.09, 95 % CI = 1.03-1.17, p = 0.004) and greater improvement in MADRS at the end of the acute phase (ß =-0.97; 95 % CI, -1.74 to -0.20; P = 0.02). The likelihood of remission was not significantly associated with baseline immediate or delayed memory, visuospatial/constructional, or attention scores. In the continuation phase, improvements in immediate and delayed memory and attention persisted, with additional gains in visuospatial and language domains. Limitations included an open-label design, potential practice effects, and ongoing psychotropic medication use. Overall, the study suggests cognitive improvement, not deterioration, associated with serial IV ketamine administrations for TRD. These findings encourage future studies with larger sample sizes and longer follow-up periods to examine any potential for deleterious effect with recurrent ketamine use for TRD. Trial Registration: ClinicalTrials.gov: NCT03156504.


Assuntos
Transtorno Depressivo Resistente a Tratamento , Ketamina , Adulto , Humanos , Depressão , Transtorno Depressivo Resistente a Tratamento/tratamento farmacológico , Transtorno Depressivo Resistente a Tratamento/psicologia , Infusões Intravenosas , Ketamina/farmacologia , Ketamina/uso terapêutico , Indução de Remissão
8.
J Affect Disord ; 351: 534-540, 2024 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-38302067

RESUMO

BACKGROUND: There is an urgent need to identify interventions to reduce suicidality. We investigated the antisuicidal effects of intravenous (IV) ketamine and intranasal (IN) esketamine among patients with treatment-resistant depression (TRD) in a historical cohort study. METHODS: The Quick Inventory of Depressive Symptomatology self-report (QIDS-SR) question 12 was used to measure suicidal ideation (SI). Cox proportional hazards models were used to evaluate associations between the number of treatments to response and baseline SI (yes, Q12 > 0 versus no, Q12 = 0), adjusting for covariates and modified baseline QIDS-SR score. We evaluated associations between the number of treatments to a 50 % reduction in SI score between IV and IN treatment. RESULTS: Fifty-two adults (62.5 % female, median age 49.1 years) received IV ketamine (71 %, n = 37) or IN esketamine (29 %, n = 15). Eighty-one percent of patients reported SI at baseline. Among those with baseline SI, 60 % had improved SI scores while 38 % did not change, and among those with no SI, 80 % did not change. After adjusting for covariates, the hazard ratios (HR) of response were significantly lower among those with baseline SI (HR = 0.36, 95 % CI, 0.14-0.92, p = 0.03). The number of treatments to achieve a 50 % reduction in SI score did not depend on group (IN esketamine vs. IV ketamine HR = 0.74 [95 % CI, 0.27-2.05]; p = 0.57). LIMITATIONS: Small sample size and lack of a placebo group. CONCLUSIONS: This study suggests that patients with baseline suicidal ideation require more treatments to achieve a response with ketamine or esketamine. The antisuicidal response seemed similar between IV ketamine and IN esketamine.


Assuntos
Transtorno Depressivo Maior , Transtorno Depressivo Resistente a Tratamento , Ketamina , Adulto , Humanos , Feminino , Pessoa de Meia-Idade , Masculino , Ideação Suicida , Depressão , Antidepressivos/efeitos adversos , Estudos de Coortes , Transtorno Depressivo Maior/tratamento farmacológico , Transtorno Depressivo Maior/induzido quimicamente , Método Duplo-Cego , Transtorno Depressivo Resistente a Tratamento/tratamento farmacológico
9.
JMIR Form Res ; 8: e50572, 2024 Jan 24.
Artigo em Inglês | MEDLINE | ID: mdl-38265855

RESUMO

BACKGROUND: During the COVID-19 outbreak, video appointments became a popular method for health care delivery, particularly in the early stages of the pandemic. Although Mayo Clinic aimed to reduce face-to-face (F2F) appointments to prevent the spread of the virus, some patients continued seeing their health care providers in person. In the later stages of the pandemic, many patients became comfortable with video appointments, even if they were initially hesitant. However, a subset of patients continued to avoid video appointments. It is not yet clear what sociodemographic factors may be associated with this group of patients. OBJECTIVE: This cross-sectional study aimed to examine demographic and social determinant of health (SDoH) factors associated with persistent nonusers of video appointments among a sample of patients within a multistate health care organization. We also explored patient beliefs about the use of video for health care appointments. METHODS: We conducted a 1-time cross-sectional paper survey, mailed between July and December 2022, of patients matching the eligibility criteria: (1) aged ≥18 years as of April 2020, (2) Mayo Clinic Midwest, Florida, or Arizona patient, (3) did not use video appointment services during April-December 2020 but attended F2F appointments in the departments of primary care and psychiatry/psychology. The survey asked patients, "Have you ever had a video appointment with a healthcare provider?" "Yes" respondents were defined as "users" (adapted to video appointments), and "no" respondents were defined as "persistent nonusers" of video appointments. We analyzed demographics, SDoH, and patient beliefs toward video appointments in 2 groups: persistent nonusers of video appointments and users. We used chi-square and 2-tailed t tests for analysis. RESULTS: Our findings indicate that patients who were older, lived in rural areas, sought care at Mayo Clinic Midwest, and did not have access to the patient portal system were likely to be persistent nonusers of video appointments. Only 1 SDoH factor (not having a disability, handicap, or chronic disease) was associated with persistent nonuse of video appointments. Persistent nonusers of video appointments held personal beliefs such as discomfort with video communication, difficulty interpreting nonverbal cues, and personal preference for F2F appointments over video. CONCLUSIONS: Our study identified demographic (older age and rural residence), sociodemographic factors (not having a disability, handicap, or chronic disease), and personal beliefs associated with patients' decisions to choose between video versus F2F appointments for health care delivery. Health care institutions should assess patients' negative attitudes toward technology prior to introducing them to digital health care services. Failing to do so may result in its restricted usage, negative patient experience, and wasted resources. For patients who hold negative beliefs about technology but are willing to learn, a "digital health coordinator" could be assigned to assist with various digital health solutions.

10.
J Affect Disord ; 349: 272-276, 2024 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-38199421

RESUMO

BACKGROUND: Sleep disturbances are highly prevalent in depressive episodes and are linked to higher mood severity and suicidal behaviors. Slow wave sleep (SWS) and REM sleep are compromised in depression. Current evidence suggests that rapid antidepressant effects of intravenous (IV) ketamine in patients with treatment-resistant depression (TRD) is mediated by its effects on SWS and REM sleep. Sleep phenotypes may help predict ketamine response. METHOD: In this observational study, we investigated differences in rates of response among sleep phenotypes defined by QIDS-SR in a cohort of patients with TRD (n = 52) treated with IV ketamine or intranasal (IN) esketamine. Also, we explored a neurovegetative symptoms of atypical depression (NVSAD) phenotype and its association between response and change in QIDS-SR following the treatment with IV ketamine/IN esketamine. RESULTS: 94 % of patients reported sleep difficulties and 62 % reported more than one sleep phenotype with middle and early insomnia being the most prevalent. Individuals with baseline hypersomnia showed higher response rates and more pronounced improvements on their QIDS-SR score. Additionally, 15 % of patients presented with NVSAD phenotype; the majority of whom achieved response and had higher reductions on QIDS-SR. A trend towards faster response was identified for hypersomnia and atypical depression phenotypes. LIMITATIONS: Observational study design and lack of a placebo group. CONCLUSIONS: Our data indicate that patients with TRD who have baseline hypersomnia and atypical depression features experienced a more substantial reduction in depressive symptoms and are more likely to achieve response with ketamine/esketamine. This could serve as a future predictor for clinical response.


Assuntos
Transtorno Depressivo Maior , Transtorno Depressivo Resistente a Tratamento , Distúrbios do Sono por Sonolência Excessiva , Ketamina , Distúrbios do Início e da Manutenção do Sono , Humanos , Transtorno Depressivo Resistente a Tratamento/tratamento farmacológico , Transtorno Depressivo Maior/tratamento farmacológico , Depressão
11.
Schizophr Res ; 262: 60-66, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37925752

RESUMO

Schizophrenia is associated with early mortality of 15 to 20 years, and 80 % of deaths are due to cardiovascular disease with a three-times greater risk of sudden-cardiac-death. While lifestyle, medications, genetics, and healthcare disparities are contributing factors, the etiology of this complex process is not fully understood. The aim of this study is to examine cardiac-related healthcare utilization and electrocardiogram (ECG) outcomes in schizophrenia at the end of life (EOL). A cohort of individuals with schizophrenia (SG) (n = 610, ≥50 years) were identified retrospectively from a unified clinical data platform and measures of cardiovascular healthcare utilization were evaluated within a 12-month period prior to death. Similarly, a control group (n = 610) was randomly identified and matched by gender (53 % females) and age of death (72.8 ± 12.4 years). Statistical methods included Cochran-Mantel-Haenszel and mixed-effects logistic & linear regression tests with adjustments for match strata and marital status, race, age, and gender as covariates. Results indicate that SG was more likely to be unmarried, unemployed, or from minority groups (all p < 0.001), and more likely to have diabetes and/or cardiovascular disease (p < 0.001). SG was less likely to receive an ECG (p = 0.001) or cardiac catheterization procedure (p < 0.001). SG had a greater mean QTc (447.2 ms vs. 434.6 ms; p = 0.001) and were twice as likely to have "prolonged QT" on ECG report (p = 0.006). In conclusion, SG had reduced likelihood of cardiac-related healthcare interventions, and despite greater likelihood of prolonged QTc, a recognized biomarker of cardiac risk, ECG was less likely at EOL. Given greater cardiac comorbidity and risk of sudden cardiac death in schizophrenia, improved practice guidelines are needed.


Assuntos
Síndrome do QT Longo , Esquizofrenia , Feminino , Humanos , Pessoa de Meia-Idade , Idoso , Idoso de 80 Anos ou mais , Masculino , Estudos Retrospectivos , Esquizofrenia/epidemiologia , Esquizofrenia/tratamento farmacológico , Disparidades em Assistência à Saúde , Morte Súbita Cardíaca , Eletrocardiografia , Fatores de Risco
13.
Arch Pathol Lab Med ; 2023 Oct 23.
Artigo em Inglês | MEDLINE | ID: mdl-37870242

RESUMO

CONTEXT.­: Clinical testing for Wilson disease (WD) is potentially challenging. Measuring the fraction of labile bound copper (LBC) to total copper may be a promising alternative diagnostic tool with better sensitivity and specificity than some current biomarker approaches. A dual filtration-based inductively coupled mass spectrometry (ICP-MS) assay to measure LBC in serum was developed. OBJECTIVE.­: To establish a reference interval for LBC and LBC to total copper (LBC fraction) in a healthy adult population, and to examine associations between total copper, LBC, and LBC fraction with age, sex, menopausal status, hormone replacement therapy, and supplement use. DESIGN.­: Serum samples were collected from healthy male (n = 110) and female (n = 104) patients between the ages of 19 and 80 years. Total copper and LBC were analyzed using ICP-MS. Results were used to calculate the LBC fraction. Reference intervals were calculated for the 2.5th and 97.5th percentiles for both LBC and LBC fraction. RESULTS.­: The reference intervals for LBC were determined to be 13 to 105 ng/mL and 12 to 107 ng/mL for female and male patients, respectively. The reference intervals for the LBC fraction were 1.0% to 8.1% and 1.2% to 10.5% for female and male patients, respectively. No significant associations were found regarding age, menopausal status, hormone replacement therapy, or vitamin and supplement use. CONCLUSIONS.­: Sex-specific reference intervals have now been established for LBC and LBC fraction. These data in conjunction with further testing of WD populations can be used to assess the sensitivity and specificity of LBC fraction in screening, monitoring, and diagnosis.

14.
Pharmaceuticals (Basel) ; 16(8)2023 Aug 16.
Artigo em Inglês | MEDLINE | ID: mdl-37631079

RESUMO

Intravenous (IV) ketamine and FDA-approved intranasal (IN) esketamine are increasingly used for treatment-resistant depression (TRD). Preliminary studies have suggested a synergistic effect of ketamine and lamotrigine, although the data are inconclusive. Herein, we report the response to serial ketamine/esketamine treatment among patients with TRD with or without lamotrigine therapy. In this historical cohort study, we included adult patients with TRD who received serial IV racemic ketamine (0.5 mg/kg over 40-100 min) or IN esketamine (56/84 mg) treatments. A change in depressive symptoms was assessed using the 16-item Quick Inventory of Depressive Symptomatology self-report (QIDS-SR) scale. There were no significant differences in response or remission rates among the patients on or not on lamotrigine during the ketamine/esketamine treatments. For a percent change in the QIDS-SR from baseline, no interaction was found between the lamotrigine groups and treatment number (p = 0.70), nor the overall effect of the group (p = 0.38). There was a trend towards lower dissociation (based on the CADSS score) among current lamotrigine users, especially in patients who received IV ketamine. A major limitation is the limited number of patients taking lamotrigine (n = 13). This preliminary study provides insufficient evidence that continuing lamotrigine therapy attenuates the antidepressant effect of repeated ketamine/esketamine; however, there seems to be a signal toward attenuating dissociation with lamotrigine in patients receiving serial ketamine treatments. Further observational studies or randomized controlled trials are needed to replicate these findings.

16.
Mayo Clin Proc ; 98(7): 1009-1020, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-37419569

RESUMO

OBJECTIVE: To investigate the association between thyroid-stimulating hormone (TSH) and clinically relevant depression (CRD) in a population-based study. PATIENTS AND METHODS: Adult patients (≥18 years of age) who received care at Mayo Clinic in Rochester, Minnesota, and completed a TSH and Patient Health Questionnaire - 9 (PHQ-9) within 6 months of each other, between July 8, 2017, and August 31, 2021, were included. Demographics, medical comorbidities, thyroid function laboratory data, psychotropic medications, presence of primary thyroid disorder, thyroid hormone replacement (T4 and/or T3), and mood disorder diagnoses (using International Classification of Diseases, 10th version, Clinical Modifications codes) were extracted electronically. The primary outcome, CRD, was defined as a PHQ-9 score greater than or equal to 10. Logistic regression analysis was conducted to assess the association between TSH categories (low ≤0.3 mIU/L; normal >0.3-4.2 mIU/L; high >4.2 mIU/L) and CRD. RESULTS: The cohort included 29,034 patients, mean age 51.4 years, 65% females, 89.9% White, and a mean body mass index of 29.9 kg/m2. The mean ± standard deviation for TSH was 3.0±8.5 mIU/L, and the mean PHQ-9 score was 6.3±6.2. After adjustment, the odds of CRD were significantly higher among the low TSH category (odds ratio, 1.37; 95% CI, 1.18-1.57; P<.001) compared with the normal TSH category, especially in people 70 years of age or younger compared with people older than 70 years of age. Subgroup analysis did not show an increase in odds of CRD among patients with subclinical/overt hypothyroidism/hyperthyroidism (after adjustment). CONCLUSION: In this large population-based cross-sectional study, we report that low TSH was associated with higher odds of depression. Future longitudinal cohort studies are needed to investigate the relationship between thyroid dysfunction and depression as well as sex differences.


Assuntos
Hipertireoidismo , Hipotireoidismo , Doenças da Glândula Tireoide , Adulto , Humanos , Feminino , Masculino , Pessoa de Meia-Idade , Lactente , Idoso , Tireotropina , Estudos de Coortes , Depressão/epidemiologia , Estudos Transversais , Hipotireoidismo/complicações , Hipotireoidismo/epidemiologia , Doenças da Glândula Tireoide/complicações , Hipertireoidismo/complicações , Tiroxina
17.
Psychol Med ; 53(16): 7766-7774, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37403468

RESUMO

BACKGROUND: Anxiety and depression are frequently comorbid yet phenotypically distinct. This study identifies differences in the clinically observable phenome across a wide variety of physical and mental disorders comparing patients with diagnoses of depression without anxiety, anxiety without depression, or both depression and anxiety. METHODS: Using electronic health records for 14 994 participants with depression and/or anxiety in the Mayo Clinic Biobank, a phenotype-based phenome-wide association study (Phe2WAS) was performed to test for differences between these groups across a broad range of clinical diagnoses observed in the electronic health record. Additional analyses were performed to determine the temporal sequencing of diagnoses. RESULTS: Compared to patients diagnosed only with anxiety, those diagnosed only with depression were more likely to have diagnoses of obesity (OR 1.75; p = 1 × 10-27), sleep apnea (OR 1.71; p = 1 × 10-22), and type II diabetes (OR 1.74; p = 9 × 10-18). Compared to those diagnosed only with depression, those diagnosed only with anxiety were more likely to have diagnoses of palpitations (OR 1.91; p = 2 × 10-25), benign skin neoplasms (OR 1.61; p = 2 × 10-17), and cardiac dysrhythmias (OR 1.45; p = 2 × 10-12). Patients with comorbid depression and anxiety were more likely to have diagnoses of other mental health disorders, substance use disorders, sleep problems, and gastroesophageal reflux relative to isolated depression. CONCLUSIONS: While depression and anxiety are closely related, this study suggests that phenotypic distinctions exist between depression and anxiety. Improving phenotypic characterization within the broad categories of depression and anxiety could improve the clinical assessment of depression and anxiety.


Assuntos
Depressão , Diabetes Mellitus Tipo 2 , Humanos , Depressão/epidemiologia , Diabetes Mellitus Tipo 2/epidemiologia , Ansiedade/epidemiologia , Transtornos de Ansiedade/epidemiologia , Comorbidade , Fenótipo
19.
Mo Med ; 120(2): 128-133, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37091935

RESUMO

This study evaluated advanced pulmonary ultrasonography training for COVID-19 lung examination. Students completed identical pretests and post-tests and a survey. Changes were found for individual questions and overall scores (all P≤.02), specifically image identification, previous material, and COVID-19 questions. Students were receptive to the training for education and future practice (P<.001), and they felt capable using ultrasound for diagnosis and management of COVID-19 patients. Pulmonary ultrasonography training should be considered for the medical school curriculum.


Assuntos
COVID-19 , Educação de Graduação em Medicina , Pneumopatias , Estudantes de Medicina , Humanos , Educação de Graduação em Medicina/métodos , Avaliação Educacional/métodos , Currículo , Pneumopatias/diagnóstico por imagem , Ultrassonografia/métodos , Competência Clínica , Teste para COVID-19
20.
medRxiv ; 2023 Sep 18.
Artigo em Inglês | MEDLINE | ID: mdl-37034728

RESUMO

Tobacco use disorder (TUD) is the most prevalent substance use disorder in the world. Genetic factors influence smoking behaviors, and although strides have been made using genome-wide association studies (GWAS) to identify risk variants, the majority of variants identified have been for nicotine consumption, rather than TUD. We leveraged five biobanks to perform a multi-ancestral meta-analysis of TUD (derived via electronic health records, EHR) in 898,680 individuals (739,895 European, 114,420 African American, 44,365 Latin American). We identified 88 independent risk loci; integration with functional genomic tools uncovered 461 potential risk genes, primarily expressed in the brain. TUD was genetically correlated with smoking and psychiatric traits from traditionally ascertained cohorts, externalizing behaviors in children, and hundreds of medical outcomes, including HIV infection, heart disease, and pain. This work furthers our biological understanding of TUD and establishes EHR as a source of phenotypic information for studying the genetics of TUD.

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