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1.
AJPM Focus ; 3(4): 100242, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38993712

ABSTRACT

Introduction: Veterans commonly experience both poor health and employment difficulty. However, the research examining potential relationships between chronic physical and mental health conditions and employment in veterans has important limitations. This study examines those potential relationships using large-scale, nationally representative data. The authors' hypothesis was that veterans experiencing these conditions would be less likely to be employed than veterans without the conditions and, further, that there may be differences in these relationships when comparing male veterans with female veterans. Methods: The study team conducted a pooled cross-sectional analysis of nationally representative data from the 2004-2019 administrations of the Medical Expenditures Panel Survey, which had items addressing health conditions, employment, and military experience. The authors assessed the relationship between health conditions and employment using multivariate logistic regression. Control variables included demographics, SES, family size, and survey year. Results: Veterans experiencing diabetes, high blood pressure, stroke, emphysema, arthritis, serious hearing loss, poor self-reported mental health, poor self-reported health, depression, or psychological distress were less likely to be employed than veterans without those conditions, even after adjusting for potential confounding factors. Veterans with diabetes had 25% lesser odds of being employed than veterans without the condition (95% CI=0.65, 0.85). Veterans with increased likelihood of depression had 35% lesser odds of being employed than veterans without depression (95% CI=0.52, 0.81). Conclusions: This study adds evidence to the understanding of the role of chronic health conditions in employment status of veterans. The results support arguments for programs that aid veterans with both their health and their employment.

2.
Hisp Health Care Int ; 22(1): 6-10, 2024 Mar.
Article in English | MEDLINE | ID: mdl-37312509

ABSTRACT

Introduction: Suicide rates have risen in Hispanic communities since 2015, and poverty rates among Hispanics often exceed the national average. Suicidality is a complex phenomenon. Mental illness may not alone explain whether suicidal thoughts or behaviors will occur; it remains uncertain how poverty affects suicidality among Hispanic persons with known mental health conditions. Our objective was to examine whether poverty was associated with suicidal ideation among Hispanic mental healthcare patients from 2016 to 2019. Methods: We used de-identified electronic health record (EHR) data from Holmusk, captured using the MindLinc EHR system. Our analytic sample included 4,718 Hispanic patient-year observations from 13 states. Holmusk uses deep-learning natural language processing (NLP) algorithms to quantify free-text patient assessment data and poverty for mental health patients. We conducted a pooled cross-sectional analysis and estimated logistic regression models. Results: Hispanic mental health patients who experienced poverty had 1.55 greater odds of having suicidal thoughts in a given year than patients who did not experience poverty. Conclusion: Poverty may put Hispanic patients at greater risk for suicidal thoughts even when they are already receiving treatment for psychiatric conditions. NLP appears to be a promising approach for categorizing free-text information on social circumstances affecting suicidality in clinical settings.


Subject(s)
Hispanic or Latino , Poverty , Suicidal Ideation , Humans , COVID-19 , Cross-Sectional Studies , Hispanic or Latino/psychology , Mental Health , Pandemics , Risk Factors , Suicide, Attempted/psychology
5.
Biochem Biophys Rep ; 27: 101081, 2021 Sep.
Article in English | MEDLINE | ID: mdl-34307909

ABSTRACT

SARS-CoV-2 viral contagion has given rise to a worldwide pandemic. Although most children experience minor symptoms from SARS-CoV-2 infection, some have severe complications including Multisystem Inflammatory Syndrome in Children. Neuroblastoma patients may be at higher risk of severe infection as treatment requires immunocompromising chemotherapy and SARS-CoV-2 has demonstrated tropism for nervous cells. To date, there is no sufficient epidemiological data on neuroblastoma patients with SARS-CoV-2. Therefore, we evaluated datasets of non-SARS-CoV-2 infected neuroblastoma patients to assess for key genes involved with SARS-CoV-2 infection as possible neuroblastoma prognostic and infection biomarkers. We hypothesized that ACE2, CD147, PPIA and PPIB, which are associated with viral-cell entry, are potential biomarkers for poor prognosis neuroblastoma and SARS-CoV-2 infection. We have analysed three publicly available neuroblastoma gene expression datasets to understand the specific molecular susceptibilities that high-risk neuroblastoma patients have to the virus. Gene Expression Omnibus (GEO) GSE49711 and GEO GSE62564 are the microarray and RNA-Seq data, respectively, from 498 neuroblastoma samples published as part of the Sequencing Quality Control initiative. TARGET, contains microarray data from 249 samples and is part of the Therapeutically Applicable Research to Generate Effective Treatments (TARGET) initiative. ACE2, CD147, PPIA and PPIB were identified through their involvement in both SARS-CoV-2 infection and cancer pathogenesis. In-depth statistical analysis using Kaplan-Meier, differential gene expression, and Cox multivariate regression analysis, demonstrated that overexpression of ACE2, CD147, PPIA and PPIB is significantly associated with poor-prognosis neuroblastoma samples. These results were seen in the presence of amplified MYCN, unfavourable tumour histology and in patients older than 18 months of age. Previously, we have shown that high levels of the nerve growth factor receptor NTRK1 together with low levels of the phosphatase PTPN6 and TP53 are associated with increased relapse-free survival of neuroblastoma patients. Interestingly, low levels of expression of ACE2, CD147, PPIA and PPIB are associated with this NTRK1-PTPN6-TP53 module, suggesting that low expression levels of these genes are associated with good prognosis. These findings have implications for clinical care and therapeutic treatment. The upregulation of ACE2, CD147, PPIA and PPIB in poor-prognosis neuroblastoma samples suggests that these patients may be at higher risk of severe SARS-CoV-2 infection. Importantly, our findings reveal ACE2, CD147, PPIA and PPIB as potential biomarkers and therapeutic targets for neuroblastoma.

6.
J Am Acad Child Adolesc Psychiatry ; 52(2): 196-204.e2, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23357446

ABSTRACT

OBJECTIVE: To describe the characteristics and health effects of adolescent (age 13-19 years) prescription drug abuse and misuse using the Researched Abuse Diversion and Addiction-Related Surveillance (RADARS(®)) System. METHOD: Secondary analysis of data collected from RADARS System participating poison centers was performed. Data for all intentional exposures from 2007 through 2009 were used to describe adolescent prescription opioid (oxycodone, fentanyl, hydrocodone, hydromorphone, morphine, methadone, buprenorphine, and tramadol) and stimulant (methylphenidate and amphetamines) exposures. RESULTS: A total of 16,209 intentional adolescent exposures to prescription drugs were identified, 68% to opioids and 32% to stimulants. The mean age was 16.6 years (SD ± 1.7 years). Slightly more than half (52.4%) of drug mentions involved females. The five most frequently misused or abused drugs were hydrocodone (32%), amphetamines (18%), oxycodone (15%), methylphenidate (14%), and tramadol (11%). Of all exposures, 38% were classified as suspected suicidal. Of adolescents who intentionally exposed themselves to prescription drugs, 30% were treated in a health care facility, 2,792 of whom were admitted to the hospital, including 1,293 to the intensive care unit. A total of 17.2% of intentional exposures were associated with no effect, 38.9% minor effects, 23.3% moderate effects, 3.6% major effects, and 0.1% were associated with death. Oxycodone and methadone were associated with the most deaths. No deaths were associated with exposures to stimulants. CONCLUSIONS: Prescription drug misuse and abuse poses an important health problem and results in thousands of hospitalizations of adolescents per year. Further work is needed to develop focused interventions and educational programs to prevent prescription drug abuse and misuse by adolescents.


Subject(s)
Analgesics, Opioid/pharmacology , Central Nervous System Stimulants/pharmacology , Drug and Narcotic Control , Prescription Drug Misuse , Substance-Related Disorders , Adolescent , Behavior, Addictive , Drug and Narcotic Control/methods , Drug and Narcotic Control/organization & administration , Female , Health Information Systems/statistics & numerical data , Humans , Male , Outcome Assessment, Health Care , Poison Control Centers/statistics & numerical data , Practice Patterns, Physicians' , Prescription Drug Misuse/prevention & control , Prescription Drug Misuse/psychology , Prescription Drug Misuse/statistics & numerical data , Prescription Drugs/pharmacology , Substance-Related Disorders/epidemiology , Substance-Related Disorders/prevention & control , Substance-Related Disorders/psychology , Suicidal Ideation , Survival Analysis , United States , Young Adult
7.
Am J Drug Alcohol Abuse ; 37(4): 205-17, 2011 Jul.
Article in English | MEDLINE | ID: mdl-21517709

ABSTRACT

BACKGROUND: Transdermal and solid oral prescription opioid (PO) formulations can be abused by ingesting (with or without tampering), snorting, or injection (both requiring tampering). OBJECTIVE: To determine the patterns of tampering with POs for abuse. METHODS: Information was collected from published studies and databases. RESULTS: Tampering with POs for abuse is common practice. Ingestion is the most prevalent method of abuse, followed by snorting and injection. From 1992 to 2002, injecting POs has decreased in favor of ingesting and snorting. Methods of abuse vary widely by product. Abuse methods with the highest morbidity are injection and inhalation. CONCLUSIONS: The seriousness of health outcomes associated with tampering with POs warrants the development of PO formulations that prevent or deter tampering.


Subject(s)
Analgesics, Opioid/administration & dosage , Analgesics, Opioid/adverse effects , Behavior, Addictive/epidemiology , Chemistry, Pharmaceutical/statistics & numerical data , Substance-Related Disorders/epidemiology , Substance-Related Disorders/psychology , Administration, Intranasal , Administration, Oral , Behavior, Addictive/mortality , Behavior, Addictive/prevention & control , Chemistry, Pharmaceutical/methods , Databases, Factual , Health Surveys , Humans , Injections, Intravenous/statistics & numerical data , Prevalence , Substance-Related Disorders/mortality , Substance-Related Disorders/prevention & control , United States/epidemiology
8.
Pain Med ; 11(7): 1078-91, 2010 Jul.
Article in English | MEDLINE | ID: mdl-20545875

ABSTRACT

INTRODUCTION: There have been recent increases in the use of methadone and buprenorphine in the United States. Methadone is increasingly being used for pain management, and buprenorphine use has expanded to include treatment for opioid addiction, leading to exposures of these drugs in new populations. There is a debate about the relative safety of these two drugs in routine outpatient medical use. METHODS: Data from the Researched Abuse, Diversion and Addiction-Related Surveillance (RADARS) System Programs were used to analyze rates of abuse, misuse, and diversion using the Drug Diversion, Key Informant, Poison Center and Opioid Treatment Programs, 2003-2007. National rate and rate ratios were calculated using population and person-time exposed denominators. Detailed data are presented on severity of medical outcome and drug formulations. RESULTS: Between 2003 and 2007, there were steady increases in the rates of abuse, misuse, and diversion of both methadone and buprenorphine. Rate ratios (per 100,000 population per quarter) of abuse, misuse, and diversion were consistently higher for methadone than buprenorphine. RADARS System poison centers received 7,476 calls for methadone and 1,117 calls for buprenorphine. After accounting for availability, there were higher rates of calls for methadone misuse, abuse, and diversion than buprenorphine in three of the four programs. The numbers of exposures requiring medical attention correspond to 46.8% and 25.8% of all calls, for methadone and buprenorphine, respectively. The most commonly diverted form of methadone was solid oral tablets (which are typically dispensed at pharmacies, not at opioid treatment programs), comprising 73% of cases. CONCLUSIONS: Buprenorphine appears to have a better safety profile than methadone during routine outpatient medical use. However, both medications have roles in the treatment of pain and opioid addiction, and further research into their respective benefits and risks should be conducted.


Subject(s)
Analgesics, Opioid/therapeutic use , Buprenorphine/therapeutic use , Marketing , Methadone/therapeutic use , Pain/drug therapy , Analgesics, Opioid/poisoning , Buprenorphine/poisoning , Data Collection , Humans , Methadone/poisoning , Opioid-Related Disorders/epidemiology , Opioid-Related Disorders/mortality , United States/epidemiology
9.
J Addict Dis ; 28(2): 130-6, 2009.
Article in English | MEDLINE | ID: mdl-19340675

ABSTRACT

The authors evaluated trends between social, geographic, and demographic factors and cases of select scheduled drugs (buprenorphine, fentanyl, hydrocodone, hydromorphone, morphine, methadone, and oxycodone) using the Researched Abuse, Diversion and Addiction-Related Surveillance System poison center data and census data. Spontaneous calls from the public and healthcare professionals are recorded by poison centers using a standardized, electronic data collection system. We compared the annual incidence of total prescription opioid drug cases to annual data from the U.S. Department of Labor and U.S. Census Bureau by year and by state for unemployment rate, poverty rate, population density, high school graduation rate, and bachelor's degree proportion using the best least square fit in an evaluation for trends for 2003 to 2006. Two strong positive trends were found between poverty rate, unemployment rate, and prescription opioid drug rates, with prescription opioid drug rates increasing as poverty rate and unemployment rate increased. This trend was consistent over the 4 years of study and strongly influenced by the hydrocodone and methadone rates, with less influence from oxycodone rates. The high school graduation rate trend was consistent over the 4 years and was strongly influenced by the hydrocodone and methadone rate. No consistent trend was identified with population density and prescription opioid drug rates. Understanding trends may help guide distribution of scarce resources and prevention efforts to where they may have their greatest impact.


Subject(s)
Opioid-Related Disorders/epidemiology , Prescription Drugs/therapeutic use , Censuses , Drug Utilization , Humans , Methadone/therapeutic use , Narcotics/therapeutic use , Poison Control Centers , Socioeconomic Factors , United States/epidemiology
10.
Pharmacotherapy ; 27(9): 1219-30, 2007 Sep.
Article in English | MEDLINE | ID: mdl-17723075

ABSTRACT

STUDY OBJECTIVE: To compare the reported occurrence of liver failure in subjects in prospective trials with that in patients in retrospective reports after repeated use of therapeutic dosages of acetaminophen. DESIGN: Systematic review of the medical literature. DATA SOURCE: MEDLINE and EMBASE biomedical and pharmacologic databases. SUBJECTS: Adults who received repeated dosing of acetaminophen 4 g/day or lower for at least 24 hours. MEASUREMENTS AND MAIN RESULTS: Articles written in several languages were abstracted by trained personnel using a structured abstraction form. Data were categorized by methodology (prospective vs retrospective), acetaminophen dosage, and type of liver effect. A total of 791 articles were identified, which included 30,865 subjects in prospective studies and 9337 patients in retrospective reports. The prospective studies reported no cases of fulminant hepatic injury, liver transplantation, or death due to acetaminophen. Of the 30,865 subjects in these studies, 129 (0.4%) were identified who had a serum aminotransferase level that exceeded the upper limit of normal, including 61 subjects in randomized trials in which the proportion of serum aminotransferase level increase was the same as or less than that in the placebo group and 68 subjects in trials without a placebo group. In addition, 4263 (13.8%) received the maximum recommended therapeutic dosage (3.9-4 g/day). In the retrospective reports, 96 patients (1.0%) had a serum alanine aminotransferase level that exceeded the upper limit of normal, one (0.01%) underwent liver transplantation, and six (0.06%) died. Causality relationship of acetaminophen for each retrospective case was assessed with the Naranjo adverse drug reaction probability scale. The mean +/- SD Naranjo score for all 103 retrospective cases was 3.2 +/- 1.9, indicating a possible relationship between the increased aminotransferase levels and acetaminophen use. Some retrospective reports contained information suggesting that the patient had ingested an overdose despite a history of therapeutic use. CONCLUSION: Prospective studies indicated that repeated use of a true therapeutic acetaminophen dosage may slightly increase the level of serum aminotransferase activity, but hepatic failure or death was not reported. Retrospective reports indicated a higher rate of increased serum aminotransferase levels, and several reported associated liver injury and death. The differing results and presence of evidence indicating inaccurate acetaminophen dosage information in some case reports suggests that these cases may be inadvertent overdoses, rather than true therapeutic dosages.


Subject(s)
Acetaminophen/adverse effects , Analgesics, Non-Narcotic/adverse effects , Liver Failure, Acute/chemically induced , Research Design , Acetaminophen/administration & dosage , Adult , Alanine Transaminase/blood , Analgesics, Non-Narcotic/administration & dosage , Aspartate Aminotransferases/blood , Drug Overdose , Humans , Liver Function Tests , Prospective Studies , Retrospective Studies
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