Data science is an emerging field that provides new analytical methods. It incorporates novel data sources (eg, internet data) and methods (eg, machine learning) that offer valuable and timely insights into public health issues, including injury and violence prevention. The objective of this research was to describe ethical considerations for public health data scientists conducting injury and violence prevention-related data science projects to prevent unintended ethical, legal, and social consequences, such as loss of privacy or loss of public trust. We first reviewed foundational bioethics and public health ethics literature to identify key ethical concepts relevant to public health data science. After identifying these ethics concepts, we held a series of discussions to organize them under broad ethical domains. Within each domain, we examined relevant ethics concepts from our review of the primary literature. Lastly, we developed questions for each ethical domain to facilitate the early conceptualization stage of the ethical analysis of injury and violence prevention projects. We identified 4 ethical domains: privacy, responsible stewardship, justice as fairness, and inclusivity and engagement. We determined that each domain carries equal weight, with no consideration bearing more importance than the others. Examples of ethical considerations are clearly identifying project goals, determining whether people included in projects are at risk of reidentification through external sources or linkages, and evaluating and minimizing the potential for bias in data sources used. As data science methodologies are incorporated into public health research to work toward reducing the effect of injury and violence on individuals, families, and communities in the United States, we recommend that relevant ethical issues be identified, considered, and addressed.

BACKGROUND: Since common diagnostic tests for gonorrhea do not provide information about susceptibility to antibiotics, treatment of gonorrhea remains empiric. Antibiotics used for empiric therapy are usually changed once resistance prevalence exceeds a certain threshold (e.g., 5%). A low switch threshold is intended to increase the probability that an infection is successfully treated with the first-line antibiotic, but it could also increase the pace at which recommendations are switched to newer antibiotics. Little is known about the impact of changing the switch threshold on the incidence of gonorrhea, the rate of treatment failure, and the overall cost and quality-adjusted life-years (QALYs) associated with gonorrhea. METHODS AND FINDINGS: We developed a transmission model of gonococcal infection with multiple resistant strains to project gonorrhea-associated costs and loss in QALYs under different switch thresholds among men who have sex with men (MSM) in the United States. We accounted for the costs and disutilities associated with symptoms, diagnosis, treatment, and sequelae, and combined costs and QALYs in a measure of net health benefit (NHB). Our results suggest that under a scenario where 3 antibiotics are available over the next 50 years (2 suitable for the first-line therapy of gonorrhea and 1 suitable only for the retreatment of resistant infections), changing the switch threshold between 1% and 10% does not meaningfully impact the annual number of gonorrhea cases, total costs, or total QALY losses associated with gonorrhea. However, if a new antibiotic is to become available in the future, choosing a lower switch threshold could improve the population NHB. If in addition, drug-susceptibility testing (DST) is available to inform retreatment regimens after unsuccessful first-line therapy, setting the switch threshold at 1% to 2% is expected to maximize the population NHB. A limitation of our study is that our analysis only focuses on the MSM population and does not consider the influence of interventions such as vaccine and common use of rapid drugs susceptibility tests to inform first-line therapy. CONCLUSIONS: Changing the switch threshold for first-line antibiotics may not substantially change the health and financial outcomes associated with gonorrhea. However, the switch threshold could be reduced when newer antibiotics are expected to become available soon or when in addition to future novel antibiotics, DST is also available to inform retreatment regimens.

BACKGROUND: Unmet needs for ancillary services are substantial among people with human immunodeficiency virus (PWH), and provider type could influence the prevalence of unmet needs for these services. METHODS: Data from a national probability sample of PWH were analyzed from the Centers for Disease Control and Prevention's Medical Monitoring Project. We analyzed 2019 data on people who had ≥1 encounter with a human immunodeficiency virus (HIV) care provider (N = 3413) and their care facilities. We assessed the proportion of needs that were unmet for individual ancillary services, overall and by HIV care provider type, including infectious disease (ID) physicians, non-ID physicians, nurse practitioners, and physician assistants. We calculated prevalence differences (PDs) with predicted marginal means to assess differences between groups. RESULTS: An estimated 98.2% of patients reported ≥1 need for an ancillary service, and of those 46% had ≥1 unmet need. Compared with patients of ID physicians, needs for many ancillary services were higher among patients of other provider types. However, even after adjustment, patients of non-ID physicians had lower unmet needs for dental care (adjusted PD, -5.6 [95% confidence interval {CI}, -9.9 to -1.3]), and patients of nurse practitioners had lower unmet needs for HIV case management services (adjusted PD, -5.4 [95% CI, -9.4 to -1.4]), compared with patients of ID physicians. CONCLUSIONS: Although needs were greater among patients of providers other than ID physicians, many of these needs may be met by existing support systems at HIV care facilities. However, additional resources may be needed to address unmet needs for dental care and HIV case management among patients of ID physicians.

BACKGROUND: Persons with HIV (PWH) at highest risk of anal cancer include gay, bisexual, and other men who have sex with men (GBMSM) and transgender women aged ≥ 35 years, and other PWH aged ≥ 45 years. Identifying and treating precancerous lesions can reduce anal cancer incidence in these groups. We assessed prevalence of anal cytology and access to high-resolution anoscopy (HRA) among PWH, overall and those at highest risk. METHODS: Data were obtained from the CDC's Medical Monitoring Project (MMP), a population-based survey of PWH aged ≥ 18 years, and a supplemental MMP facility survey. We report weighted percentages of PWH receiving anal cytology during the past 12 months, access to HRA, and characteristics of HIV care facilities by availability of HRA. RESULTS: Overall, 4.8% (95% CI 3.4 to 6.1) of PWH had anal cytology in the prior 12 months. Only 7.7% (95% CI 5.1 to 10.6) of GBMSM and transgender women aged ≥ 35 years, and 1.9% (95% CI 0.9 to 2.9) of all other PWH aged ≥ 45 years, had anal cytology. Prevalence was statistically significantly low among PWH with the following characteristics: non-Hispanic/Latino Black/African American, ≤ high school education, heterosexual orientation, and living in Southern MMP states. Among PWH, 32.8% (95% CI 28.0 to 37.7) had no HRA access on-site/through referral at their care facility; 22.2% (95% CI 19.5 to 24.9) had on-site access; 45.0% (95% CI 41.5 to 48.5) had HRA available through referral. Most facilities that received Ryan White HIV/AIDS Program funding, cared for > 1000 PWH, or provided on-site colposcopy also provided HRA on-site/through referral. CONCLUSIONS: Anal cytology and access to HRA was low among PWH, including those at highest risk of anal cancer. Our data may inform large-scale implementation of anal cancer prevention efforts.

People with human immunodeficiency virus (PWH) are disproportionately affected by depression, but the recent national estimates for US PWH encompassing both current symptoms and clinical diagnoses to assess missed diagnoses and lack of symptom remission are lacking. We used data from CDC's Medical Monitoring Project (MMP) to report nationally representative estimates of diagnosed and undiagnosed depression among US adult PWH. During June 2021 to May 2022, MMP collected interview data on symptoms consistent with major or other depression and depression diagnoses from medical records of 3928 PWH. We report weighted percentages and prevalence ratios (PRs) to quantify differences between groups on key social and health factors. Overall, 34% of PWH experienced any depression (diagnosis or Patient Health Questionnaire-8); of these, 26% had symptoms but no diagnosis (undiagnosed depression), 19% had both diagnosis and symptoms, and 55% had a diagnosis without symptoms. Among those with depression, persons with a disability (PR: 1.52) and food insecurity (PR: 1.67) were more likely to be undiagnosed. Unemployed persons (PR: 1.62), those experiencing a disability (PR: 2.78), food insecurity (PR: 1.46), or discrimination in human immunodeficiency virus (HIV) care (PR: 1.71) were more likely to have diagnosed depression with symptoms. Those with symptoms (undiagnosed or diagnosed) were less likely to be antiretroviral therapy (ART) dose adherent (PR: 0.88; PR: 0.73) or have sustained viral suppression (PR: 0.62; PR: 0.91) and were more likely to have unmet needs for mental health services (PR: 2.38, PR: 2.03). One-third of PWH experienced depression, of whom nearly half were undiagnosed or still experiencing clinically relevant symptoms. Expanding screening and effective treatment for depression could improve quality of life and HIV outcomes.

Data from the CDC's Medical Monitoring Project indicate that the United States is on track to meet one of five National HIV/AIDS Strategy (NHAS) Quality of Life goals among cisgender Black women, specifically, hunger/food insecurity. Substantial work needs to be done to improve self-rated health and to decrease unmet need for mental health services. Enhanced and coordinated action are necessary to reach all Quality of Life goals in this NHAS priority population.

OBJECTIVES: To evaluate associations between self-rated health (SRH) and care outcomes among United States adults with diagnosed HIV infection. DESIGN: We analyzed interview and medical record data collected during June 2020-May 2021 from the Medical Monitoring Project, a complex, nationally representative sample of 3,692 people with HIV (PWH). Respondents reported SRH on a 5-point Likert type scale (poor to excellent), which we dichotomized into "good or better" and "poor or fair". We computed weighted percentages with 95% confidence intervals (CIs) and age-adjusted prevalence ratios (aPRs) to investigate associations between SRH and HIV outcomes and demographic, psychosocial, and behavioral characteristics. RESULTS: Nationally, 72% of PWH reported "good or better" SRH. PWH with the following characteristics had a lower prevalence of "good or better" SRH, compared with those without: any missed HIV care appointment in the last 12 months (aPR 0.86, 95% CI:0.81-0.91), symptoms of moderate or severe depression (aPR 0.51, 95% CI:0.43-0.59) and anxiety (aPR 0.60, 95% CI:0.54-0.68), unstable housing or homelessness (aPR 0.77, 95% CI:0.71-0.82), and hunger or food insecurity (aPR 0.74, 95% CI:0.69-0.80), as well as having a mean CD4 count <200 cells/mm3 vs. CD4 >500 cells/mm3 (aPR 0.70, 95% CI:0.57-0.86). CONCLUSIONS: Though SRH is a holistic measure reflective of HIV outcomes, integrated approaches addressing needs beyond physical health are necessary to improve SRH among PWH in the U.S. Modifiable factors like mental health, unstable housing or homelessness, and food insecurity warrant further study as potential high-yield targets for clinical and policy interventions to improve SRH among PWH.

This cross-sectional study evaluates use and availability of follow-up anoscopy among persons at highest risk for anal cancer. | eng

Lithium-ion battery applications are increasing for battery-powered vehicles because of their high energy density and expected long cycle life. With the development of battery-powered vehicles, fire and explosion hazards associated with lithium-ion batteries are a safety issue that needs to be addressed. Lithium-ion batteries can go through a thermal runaway under different abuse conditions including thermal abuse, mechanical abuse, and electrical abuse, leading to a fire or explosion. The NIOSH Mining program is conducting research to prevent and respond to lithium-ion battery fires for battery electric vehicles in the mining industry. In this study, experiments were conducted to investigate the effectiveness of different suppression systems including dry chemical, class D powder, and water mist for lithium iron phosphate battery pack fires. The effects of activation time and release time of the water mist system on the suppression of lithium-ion battery fires were studied. The results of this study may be helpful for developing strategic firefighting and response plans for battery-powered vehicles used in mining. © This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply 2024.

Machine-learning methods in the form of Bayesian networks (BN), linear projection (LP) and self-organizing tree (SOT) models were used to explore association among polymorphic sites within the HVR1 and NS5a regions of the HCV genome, host demographic factors (ethnicity, gender and age) and response to the combined interferon (IFN) and ribavirin (RBV) therapy. The BN models predicted therapy outcomes, gender and ethnicity with accuracy of 90%, 90% and 88.9%, respectively. The LP and SOT models strongly confirmed associations of the HVR1 and NS5A structures with response to therapy and demographic host factors identified by BN. The data indicate host specificity of HCV evolution and suggest the application of these models to predict outcomes of IFN/RBV therapy.

Definitive diagnosis of sporadic Creutzfeldt-Jakob disease (sCJD) relies on the examination of brain tissues for the pathological prion protein (PrP(Sc)). Our previous study revealed that PrP(Sc)-seeding activity (PrP(Sc)-SA) is detectable in skin of sCJD patients by an ultrasensitive PrP(Sc) seed amplification assay (PrP(Sc)-SAA) known as real-time quaking-induced conversion (RT-QuIC). A total of 875 skin samples were collected from 2 cohorts (1 and 2) at autopsy from 2-3 body areas of 339 cases with neuropathologically confirmed prion diseases and non-sCJD controls. The skin samples were analyzed for PrP(Sc)-SA by RT-QuIC assay. The results were compared with demographic information, clinical manifestations, cerebrospinal fluid (CSF) PrP(Sc)-SA, other laboratory tests, subtypes of prion diseases defined by the methionine (M) or valine (V) polymorphism at residue 129 of PrP, PrP(Sc) types (#1 or #2), and gene mutations in deceased patients. RT-QuIC assays of the cohort #1 by two independent laboratories gave 87.3% or 91.3% sensitivity and 94.7% or 100% specificity, respectively. The cohort #2 showed sensitivity of 89.4% and specificity of 95.5%. RT-QuIC of CSF available from 212 cases gave 89.7% sensitivity and 94.1% specificity. The sensitivity of skin RT-QuIC was subtype dependent, being highest in sCJDVV1-2 subtype, followed by VV2, MV1-2, MV1, MV2, MM1, MM1-2, MM2, and VV1. The skin area next to the ear gave highest sensitivity, followed by lower back and apex of the head. Although no difference in brain PrP(Sc)-SA was detected between the cases with false negative and true positive skin RT-QuIC results, the disease duration was significantly longer with the false negatives [12.0 ± 13.3 (months, SD) vs. 6.5 ± 6.4, p < 0.001]. Our study validates skin PrP(Sc)-SA as a biomarker for the detection of prion diseases, which is influenced by the PrP(Sc) types, PRNP 129 polymorphisms, dermatome sampled, and disease duration.

BACKGROUND: Data are needed to assess the capacity of HIV care facilities to implement recommended Ending the HIV Epidemic activities. SETTING: US HIV care facilities. METHODS: We analyzed 2021 survey data from 514 facilities that were recruited from a census of facilities providing care to a national probability sample of US adults with HIV. We present weighted estimates of facility characteristics, services, and policies and estimates of the proportion of all US HIV patients attending these facilities. RESULTS: Among HIV care facilities, 37% were private practices, 72% were in areas with population >1 million, and 21% had more than 1000 HIV patients. Most provided preexposure prophylaxis (83%) and postexposure prophylaxis (84%). More than 67% of facilities provided HIV-specific stigma or discrimination training for all staff (covering 70% of patients) and 66% provided training on cultural competency (covering 74% of patients). A majority of patients attended facilities that provided on-site access to HIV/sexually transmitted infection (STI) transmission risk reduction counseling (89%); fewer had on-site access to treatment for substance use disorders (35%). We found low provision of on-site assistance with food banks or meal delivery (14%) and housing (33%). Approximately 71% of facilities reported using data to systematically monitor patient retention in care. On-site access to adherence tools was available at 58% of facilities; 29% reported notifying patients of missed prescription pickups. CONCLUSION: Results indicate some strengths that support Ending the HIV Epidemic-recommended strategies among HIV care facilities, such as high availability of preexposure prophylaxis/postexposure prophylaxis, as well as areas for improvement, such as provision of staff antistigma trainings and adherence supports.

INTRODUCTION: Previous international research suggests that the incidence of head injuries may follow seasonal patterns. However, there is limited information about how the numbers and rates of head injuries, particularly sports- and recreation-related head injuries, among adults and children evaluated in the emergency department (ED) vary by month in the USA. This information would provide the opportunity for tailored prevention strategies. METHODS: We analysed data from the National Electronic Injury Surveillance System-All Injury Program from 2016 to 2019 to examine both monthly variation of ED visit numbers and rates for head injuries overall and those due to sports and recreation. RESULTS: The highest number of head injuries evaluated in the ED occurred in October while the lowest number occurred in February. Among males, children ages 0-4 years were responsible for the highest rates of head injury-related ED visits each year, while in females the highest rates were seen in both children ages 0-4 and adults ages 65 and older. The highest number of head injuries evaluated in the ED due to sports and recreation were seen in September and October. Head injury-related ED visits due to sports and recreation were much more common in individuals ages 5-17 than any other age group. CONCLUSION: This study showed that head injury-related ED visits for all mechanisms of injury, as well as those due to sports- and recreation-related activities, followed predictable patterns-peaking in the fall months. Public health professionals may use study findings to improve prevention efforts and to optimise the diagnosis and management of traumatic brain injury and other head injuries.

INTRODUCTION: Quantifying disparities in social determinants of health between people with HIV and the total population could help address health inequities, and ensure health and well-being among people with HIV in the U.S., but estimates are lacking. METHODS: Several representative data sources were used to assess differences in social determinants of health between adults with diagnosed HIV (Centers for Disease Control and Prevention Medical Monitoring Project) and the total adult population (U.S. Census Bureau's decennial census, American Community Survey, Household Pulse Survey, the Current Population Survey Annual Social and Economic Supplements; the Department of Housing and Urban Development's point-in-time estimates of homelessness; and the Bureau of Justice Statistics). The differences were quantified using standardized prevalence differences and standardized prevalence ratios, adjusting for differences in age, race/ethnicity, and birth sex between people with HIV and the total U.S. population. RESULTS: Overall, 35.6% of people with HIV were living in a household with an income at or below the federal poverty level, and 8.1% recently experienced homelessness. Additionally, 42.9% had Medicaid and 27.6% had Medicare; 39.7% were living with a disability. Over half (52.3%) lived in large central metropolitan counties and 20.6% spoke English less than very well based on survey responses. After adjustment, poverty (standardized prevalence difference=25.1%, standardized prevalence ratio=3.5), homelessness (standardized prevalence difference=8.5%, standardized prevalence ratio=43.5), coverage through Medicaid (standardized prevalence difference=29.5%, standardized prevalence ratio=3.0) or Medicare (standardized prevalence difference=7.8%), and disability (standardized prevalence difference=30.3%, standardized prevalence ratio=3.0) were higher among people with HIV than the total U.S. population. The percentage of people with HIV living in large central metropolitan counties (standardized prevalence difference=13.4%) or who were recently incarcerated (standardized prevalence ratio=5.9) was higher than the total U.S. population. CONCLUSIONS: These findings provide a baseline for assessing national-level disparities in social determinants of health between people with HIV and the total U.S. population, and it can be used as a model to assess local disparities. Addressing social determinants of health is essential for achieving health equity, requiring a multipronged approach with interventions at the provider, facility, and policy levels.

In April 2023, following the annual International Committee on Taxonomy of Viruses (ICTV) ratification vote on newly proposed taxa, the phylum Negarnaviricota was amended and emended. The phylum was expanded by one new family, 14 new genera, and 140 new species. Two genera and 538 species were renamed. One species was moved, and four were abolished. This article presents the updated taxonomy of Negarnaviricota as now accepted by the ICTV.

In the past decade, distributed acoustic sensing (DAS) has enabled many new monitoring applications in diverse fields including hydrocarbon exploration and extraction; induced, local, regional, and global seismology; infrastructure and urban monitoring; and several others. However, to date, the open-source software ecosystem for handling DAS data is relatively immature. Here we introduce DASCore, a Python library for analyzing, visualizing, and managing DAS data. DASCore implements an object-oriented interface for performing common data processing and transformations, reading and writing various DAS file types, creating simple visualizations, and managing file system-based DAS archives. DASCore also integrates with other Python-based tools which enable the processing of massive data sets in cloud environments. DASCore is the foundational package for the broader DAS data analysis ecosystem (DASDAE), and as such its main goal is to facilitate the development of other DAS libraries and applications.

Orthobunyaviruses have been reported to cause severe diseases in humans or animals, posing a threat to human health and social economy. Ebinur lake virus (EBIV) is a newly classified orthobunyavirus, which needs further intensive study and therapies to cope with its potential infection risk to human and animals. Here, through the reverse genetics system, the recombinant EBIV of wild type (rEBIV/WT) and NP-conjugated-eGFP (rEBIV/eGFP/S) were rescued for the application of the rapid antiviral drug screening. The eGFP fluorescence signal of the rEBIV/eGFP/S was stable in the process of successive passage in BHK-21 cells (over 10 passages) and this recombinant virus could replicate in various cell lines. Compared to the wild type EBIV, the rEBIV/eGFP/S caused the smaller plaques and its peak titers were lower, suggesting attenuation due to the eGFP insertion. Through the high-content screening (HCS) system, ribavirin showed an inhibitory effect on the rEBIV/eGFP/S with an EC50 of 21.91 μM, while favipiravir did not inhibit, even at high concentrations. In addition, five of ninety-six natural compounds had antiviral against EBIV. The robust reverse genetics system for EBIV will facilitate investigation into replication and assembly mechanisms and assist drug and vaccine development.Competing Interest StatementThe authors have declared no competing interest.

We describe the first cases of natural SARS-CoV-2 infection detected in animals in the United States. In March 2020, four tigers and three lions at the Bronx Zoo developed mild respiratory signs. SARS-CoV-2 RNA was detected by rRT-PCR in respiratory secretions and/or feces from all seven affected animals; viral RNA and/or antibodies were detected in their keepers. SARS-CoV-2 was isolated from respiratory secretions or feces from three affected animals; in situ hybridization co-localized viral RNA with cellular damage. Whole genome sequence and haplotype network analyses showed tigers and lions were infected with two different SARS-CoV-2 strains, suggesting independent viral introductions. The source of SARS-CoV-2 infection in the lions is unknown. Epidemiological data and genetic similarities between keeper and tiger viruses indicate human to animal transmission.Competing Interest StatementThe authors have declared no competing interest.

During the early months of the COVID-19 pandemic, many jurisdictions implemented stay-at-home orders (1). Vehicle miles traveled (VMT)* in April 2020 declined by 40% compared with VMT in April 2019; annual VMT in 2020 declined by 13% compared with those in 2019 (2). Despite decreased VMT, pedal cyclist traffic crash fatalities increased by 10% from 859 in 2019 to 948 in 2020 (3). In 2021, pedal cyclist fatalities increased to 966, the highest number reported since 1975 (3,4). Given the increase in pedal cyclist fatalities despite the decline in VMT in 2020, emergency department (ED) visits for nonfatal pedal cyclist injuries in 2019 and 2020 were compared.

Problems paying medical bills may affect HIV outcomes among people with HIV (PWH), thus limiting progress toward achieving national HIV prevention goals. We analyzed nationally representative data from CDC's Medical Monitoring Project collected during 6/2018-5/2020. Among 8,108 PWH, we reported weighted percentages of characteristics and examined associations between problems paying medical bills and clinical outcomes using prevalence ratios with predicted marginal means, adjusting for potential confounding. Nineteen percent of PWH reported problems paying medical bills. Problems paying medical bills were more prevalent among persons who experienced homelessness (26.9% vs. 18.3%). People with problems paying medical bills were more likely to have adverse HIV outcomes and were more likely to have ≥1 emergency room visit (prevalence ratio [PR]: 1.59; 95% CI [1.51-1.68]) or hospitalization (PR: 1.72; 95% CI [1.55-1.91]) in the past year. Identifying PWH experiencing financial barriers and expanding access to safety net programs could improve access to care and outcomes.

STUDY OBJECTIVE: The aim of this study was to examine the epidemiology of alcohol-associated fall injuries among older adults aged ≥65 years in the United States. METHODS: We included emergency department (ED) visits for unintentional fall injuries by adults from the National Electronic Injury Surveillance System-All Injury Program during 2011 to 2020. We estimated the annual national rate of ED visits for alcohol-associated falls and the proportion of these falls among older adults' fall-related ED visits using demographic and clinical characteristics. Joinpoint regression was performed to examine trends in alcohol-associated ED fall visits between 2011 and 2019 among older adult age subgroups and to compare these trends with those of younger adults. RESULTS: There were 9,657 (weighted national estimate: 618,099) ED visits for alcohol-associated falls, representing 2.2% of ED fall visits during 2011 to 2020 among older adults. The proportion of fall-related ED visits that were alcohol-associated was higher among men than among women (adjusted prevalence ratio [aPR]=3.6, 95% confidence interval [CI] 2.9 to 4.5). The head and face were the most commonly injured body parts, and internal injury was the most common diagnosis for alcohol-associated falls. From 2011 to 2019, the annual rate of ED visits for alcohol-associated falls increased (annual percent change 7.5, 95% CI 6.1 to 8.9) among older adults. Adults aged 55 to 64 years had a similar increase; a sustained increase was not detected in younger age groups. CONCLUSION: Our findings highlight the rising rates of ED visits for alcohol-associated falls among older adults during the study period. Health care providers in the ED can screen older adults for fall risk and assess for modifiable risk factors such as alcohol use to help identify those who could benefit from interventions to reduce their risk.

Lithium-ion battery pack fires pose great hazards to the safety and health of miners. A detailed experimental study has been conducted at the National Institute for Occupational Safety and Health (NIOSH) Pittsburgh Mining Research Division (PMRD) to investigate the effectiveness of different fire suppression systems on Li-ion battery pack fire extinguishment. Tests were conducted in a well-ventilated container. Two sizes of battery packs (12 V, 24 V) were heated by heater strips to trigger thermal runaway and fire. Water mist with different flow rates, ABC powder, type D dry chemical, and water mist with F500 additives were used as the fire suppression agents. Multiple thermocouples were installed on the battery packs to measure the temperature evolution during the tests. The results indicated that the water mist with F500 additives is the most effective suppressant among the agents tested. Dry chemicals, however, do quench the fire for a moment, but cannot prevent re-ignition of the battery since they do not provide enough cooling. The findings of this paper can be used to develop safer battery fire suppression techniques in mining environments. © 2023, This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply.

Experiences with stigma and discrimination in healthcare settings are associated with negative health outcome for persons with HIV (PWH). PWH may experience discrimination due to the intersection of multiple marginalized social identities. Describing these experiences is important for informing interventions and strategies to reduce stigma and discrimination. We report experiences with discrimination in HIV healthcare settings attributed to multiple characteristics, e.g., sexual orientation, race/ethnicity, income, or social class, and/or injection drug use, among a nationally representative sample of persons with diagnosed HIV in the United States using data from the Medical Monitoring Project (MMP). We calculated weighted prevalences and associated 95% confidence intervals for any discrimination and discrimination attributed to multiple characteristics (intersectional discrimination). Among those experiencing discrimination, nearly 1 in 4 persons reported intersectional discrimination, with a higher burden among key populations of focus for HIV prevention and treatment. Discrimination was attributed to HIV status (62.5%), sexual orientation (60.4%), and race/ethnicity (54.3%). Persons who experienced intersectional discrimination were less likely to have a regular HIV care provider, have trust in HIV care or treatment information from healthcare providers, and be antiretroviral treatment or HIV care visit adherent. Future studies should explore methods to operationalize and assess experiences with intersectional stigma and discrimination and use the outcomes to inform qualitative research that provides more context and a deeper understanding of experiences with intersectional discrimination among PWH.

Specific organochlorines (OCs) have been associated with non-Hodgkin lymphoma (NHL) with varying degrees of evidence. These associations have not been evaluated in Asia, where the high exposure and historical environmental contamination of certain OC pesticides (e.g., dichlorodiphenyltrichloroethane [DDT], hexachlorocyclohexane [HCH]) are different from Western populations. We evaluated NHL risk and prediagnostic blood levels of OC pesticides/metabolites and polychlorinated biphenyl congeners in a case-control study of 167 NHL cases and 167 controls nested within three prospective cohorts in Shanghai and Singapore. Conditional logistic regression was used to analyze lipid-adjusted OC levels and NHL risk. Median levels of p,p'-dichlorodiphenyldichloroethylene (p,p'-DDE), the primary DDT metabolite, and β-HCH were up to 12 and 65 times higher, respectively, in samples from the Asian cohorts compared to several cohorts in the United States and Norway. An increased risk of NHL was observed among those with higher β-HCH levels both overall (3rd vs. 1st tertile OR = 1.8, 95%CI = 1.0-3.2; p(trend) = 0.049) and after excluding cases diagnosed within 2 years of blood collection (3rd vs. 1st tertile OR = 2.0, 95%CI = 1.1-3.9; p(trend) = 0.03), and the association was highly consistent across the three cohorts. No significant associations were observed for other OCs, including p,p'-DDE. Our findings provide support for an association between β-HCH blood levels and NHL risk. This is a concern because substantial quantities of persistent, toxic residues of HCH are present in the environment worldwide. Although there is some evidence that DDT is associated with NHL, our findings for p,p'-DDE do not support an association.

BACKGROUND: Racial and ethnic disparities in antiretroviral therapy (ART) adherence and sustained viral suppression (SVS) have been documented among women with HIV. We examined factors that may account for these racial/ethnic differences among women to inform interventions that increase health equity. METHODS: We used data from the 2015-2019 cycles of the Medical Monitoring Project, a probability sample of U.S. adults with diagnosed HIV. Using logistic regression with predicted marginal means, we calculated weighted prevalence differences (PDs) of ART adherence and SVS among Black, Hispanic/Latina, and White women taking ART. Using modeling with forward stepwise selection, we adjusted PDs for selected variables, including social determinants of health (SDOH) factors, to examine whether magnitude of PDs was attenuated by their inclusion. We assessed relative changes between unadjusted and adjusted PDs. RESULTS: After adjusting for poverty, transportation needs, health literacy, and gap in health insurance/coverage, the Black-White PD in adherence decreased by 11% (-16.0% to -14.2%). After adjusting for adherence, poverty, type of health insurance, and gap in health insurance/coverage, the Black-White PD in SVS reduced 37% (-7.9% to -5.0%) and was no longer statistically different. The Hispanic/Latina-White PD in adherence reduced 24% (-12.7% to -9.6%) after adjusting for poverty, health literacy and transportation needs. The unadjusted Hispanic/Latina-White PD in SVS was not significantly different. CONCLUSION: Racial/ethnic disparities in HIV outcomes among women taking ART were substantially reduced after accounting for SDOH and other factors, although differences remained. Structural interventions to improve SDOH are needed to improve health equity for women with HIV.

BACKGROUND: Hispanic/Latino people with HIV (PWH) experience disparities in health outcomes compared with other racial and ethnic groups. Disaggregated data based on race for Hispanic/Latino PWH in the United States are rarely reported, potentially masking inequities. METHODS: The Medical Monitoring Project (MMP) is a complex sample survey of adults with diagnosed HIV. We used weighted interview and medical record data collected from June 2015-May 2021 to examine differences in social determinants of health (SDH) and health outcomes by self-reported race among Hispanic/Latino adults with diagnosed HIV. RESULTS: Compared with White Hispanic/Latino PWH, Black Hispanic/Latino PWH were more likely to be unemployed (PR, 1.4; CI, 1.2-1.8), have a disability (PR, 1.3; CI, 1.2-1.5), have experienced homelessness (PR, 1.8; CI, 1.2-2.6), and have been incarcerated (PR, 2.6; CI, 1.5-4.5). American Indian/Alaska Native (AI/AN) (PR, 1.8; CI, 1.1-2.7) and multiracial (PR, 2.0; CI, 1.4-2.9) Hispanic/Latino PWH were more likely to have experienced homelessness than White Hispanic/Latino PWH. Black (PR, 1.3; CI, 1.2-1.5) and multiracial (PR, 1.2; CI, 1.1-1.5) Hispanic/Latino PWH were more likely to be virally unsuppressed than White Hispanic/Latino PWH. CONCLUSION: Black, multiracial, and AI/AN Hispanic/Latino PWH experience disparities in SDH and HIV outcomes. Lumping Hispanic/Latino people into one racial and ethnic category obscures health disparities, which might limit our progress towards reaching national HIV goals. Future studies should consider disaggregating by other factors such as Hispanic origin, place of birth, immigration status, and primary language. Doing so recognizes the diversity of the Hispanic/Latino population.

INTRODUCTION: We developed a standardized method, "Possible poor treatment response" (PPTR), to help ascertain efficacy endpoints in Study S31/A5349 (NCT02410772), an open-label trial comparing two 4-month rifapentine-based regimens with a standard 6-month regimen for the treatment of pulmonary TB. We describe the use of the PPTR process and evaluate whether the goals of minimizing bias in efficacy endpoint assessment and attainment of relevant data to determine outcome for all participants were achieved. METHODS/DESIGN: A PPTR event was defined as the occurrence of one or more pre-specified triggers. Each PPTR required initiation of a standardized evaluation process that included obtaining multiple sputum samples for microbiology. RESULTS: Among 2,343 participants with culture-confirmed drug-susceptible TB, 454 individuals (19.4%) had a total of 534 individual PPTR events, of which 76.6% were microbiological (positive smear or culture at or after 17 weeks). At least one PPTR event was experienced by 92.4% (133 of 144) of participants with TB-related unfavorable outcome, and between 13.8 and 14.7% of participants with favorable and not assessable outcomes. 75% of participants with TB-related unfavorable outcomes had microbiological confirmation of failure to achieve disease-free cure. DISCUSSION: Standardized methodologies, such as our PPTR approach, could facilitate unbiased efficacy outcome determinations, improve discrimination between outcomes that are related and unrelated to regimen efficacy, and enhance the ability to conduct pooled analyses of contemporary trials. Clinical trial registration available at www. CLINICALTRIALS: gov, ID: NCT02410772.

OBJECTIVE: To describe the landscape of needs for housing assistance among people with HIV (PWH) and availability of Housing Opportunities for People with AIDS (HOPWA) funding with respect to housing service needs, nationally and for 17 US jurisdictions. DESIGN: The CDC Medical Monitoring Project (MMP) is an annual, cross-sectional survey designed to report nationally and locally representative estimates of characteristics and outcomes among adults with diagnosed HIV in the United States. METHODS: We analyzed 2015-2020 data from MMP and 2019 funding data from HOPWA. Weighted percentages and 95% confidence intervals (CIs) for national and jurisdiction-level estimates were reported. RESULTS: Nationally, 1 in 4 (27.7%) PWH had shelter or housing service needs. Among those who needed housing services, 2 in 5 (40.4%) did not receive them (range: 21.3% in New York to 62.3% in Georgia). Reasons for unmet needs were multifactorial and varied by jurisdiction. Available 2019 HOPWA funding per person in need would cover up to 1.24 months of rent per person nationally (range: 0.53 months in Virginia to 9.54 months in Puerto Rico), and may not have matched housing assistance needs among PWH in certain jurisdictions. CONCLUSION: Addressing housing service needs necessitates a multipronged approach at the provider, jurisdiction, and national level. Locally, jurisdictions should work with their partners to understand and address housing service needs among PWH. Nationally, distribution of HOPWA funding for housing services should be aligned according to local needs; the funding formula could be modified to improve access to housing services among PWH.

A 2.5-year-old pediatric patient with acute flaccid paralysis was diagnosed with primary immunodeficiency (PID) in Ningxia Province, China, in 2011. Twelve consecutive stool specimens were collected from the patient over a period of 10 months (18 February 2011 to 20 November 2011), and 12 immunodeficiency vaccine-derived poliovirus (iVDPV) strains (CHN15017-1 to CHN15017-12) were subsequently isolated. Nucleotide sequencing analysis of the plaque-purified iVDPVs revealed 2%-3.5% VP1-region differences from their parental Sabin 3 strain. Full-length genome sequencing showed they were all Sabin 3/Sabin 1 recombinants, sharing a common 2C-region crossover site, and the two key determinants of attenuation (U472C in the 5' untranslated region and T2493C in the VP1 region) had reverted. Temperature-sensitive experiments demonstrated that the first two iVDPV strains partially retained the temperature-sensitive phenotype's nature, while the subsequent ten iVDPV strains distinctly lost it, possibly associated with increased neurovirulence. Nineteen amino-acid substitutions were detected between 12 iVDPVs and the parental Sabin strain, of which only one (K1419R) was found on the subsequent 10 iVDPV isolates, suggesting this site's potential as a temperature-sensitive determination site. A Bayesian Monte Carlo Markov Chain phylogenetic analysis based on the P1 coding region yielded a mean iVDPV evolutionary rate of 1.02 × 10(-2) total substitutions/site/year, and the initial oral-polio-vaccine dose was presumably administered around June 2009. Our findings provide valuable information regarding the genetic structure, high-temperature growth sensitivity, and antigenic properties of iVDPVs following long-term evolution in a single PID patient, thus augmenting the currently limited knowledge regarding the dynamic changes and evolutionary pathway of iVDPV populations with PID during long-term global replication.

OBJECTIVE: To evaluate HIV care continuum trends over time among women with HIV (WWH). DESIGN: The Medical Monitoring Project (MMP) is a complex sample survey of adults with diagnosed HIV in the United States. METHODS: We used 2015-2019 MMP data collected from 5139 adults with diagnosed HIV infection who identified as cisgender women. We calculated weighted percentages with 95% confidence intervals (CIs) for all characteristics and estimated annual percentage change (EAPC) and the associated 95% CI to assess trends. EAPCs were considered meaningful from a public health perspective if at least 1% with P values less than 0.05. RESULTS: Among cisgender women with diagnosed HIV infection during 2015-2019, 58.8% were Black or African American (95% CI 54.4-63.3), 19% were Hispanic/Latina (95% CI 14.7-23.2), and 16% were Non-Hispanic White (95% CI 14.1-17.9) persons. There was a meaningful increase in the percentage who ever had stage 3 HIV disease from 55.8% (95% CI 51.0-60.5) in 2015 to 61.5% (95% CI 58.1-64.8) in 2019 (EAPC 1.7%; CI 1.5-1.9; P < 0.001). There were no meaningful changes over time among women, overall, in retention in care, antiretroviral therapy (ART) prescription, ART adherence, missed appointments, or recent or sustained viral suppression. CONCLUSION: The HIV care continuum outcomes among WWH did not meaningfully improve from 2015 to 2019, raising a concern that Ending the HIV Epidemic in the US (EHE) initiative goals will not be met. To improve health and reduce transmission of HIV among WWH, multifaceted interventions to retain women in care, increase ART adherence, and address social determinants of health are urgently needed.