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1.
Neuropharmacology ; 233: 109528, 2023 08 01.
Article in English | MEDLINE | ID: mdl-37015315

ABSTRACT

Chronic pain is a leading cause of disability, reduced productivity, healthcare seeking behavior, and a contributor to opioid overdose in the United States. For many people, pain can be satisfactorily managed by existing medicines and comprehensive psychosocial treatments. For others, available treatments are either ineffective or not acceptable, due to side effects and concerns about risks. Preliminary evidence suggests that some psychedelics may be effective for certain types of pain and/or improved quality of life with increased functionality and reduced disability and distress in people whose pain may never be completely relieved. Efficacy in these quality-of-life related outcomes would be consistent with the 'reset in thinking' about chronic pain management being increasingly called for as a more realistic goal for some people as compared to complete elimination of pain. This commentary summarizes the rationale for conducting more basic research and clinical trials to further explore the potential for psychedelics in chronic pain management. Additionally, if shown to be effective, to then determine whether the effects of psychedelics are primarily due to direct antinociceptive or anti-inflammatory mechanisms, or via increased tolerability, acceptance, and sense of spirituality, that appear to at least partially mediate the therapeutic effects of psychedelics observed in psychiatric disorders such as major depression. This commentary represents a collaboration of clinical and more basic scientists examining these issues and developing recommendations for research ranging from neuropharmacology to the biopsychosocial treatment factors that appear to be as important in pain management as in depression and other disorders in which psychedelic medicines are under development. This article is part of the Special Issue on "National Institutes of Health Psilocybin Research Speaker Series".


Subject(s)
Chronic Pain , Depressive Disorder, Major , Hallucinogens , Humans , United States , Hallucinogens/therapeutic use , Hallucinogens/pharmacology , Lysergic Acid Diethylamide/pharmacology , Chronic Pain/drug therapy , Quality of Life , Psilocybin/therapeutic use , Depressive Disorder, Major/drug therapy
2.
Neuropharmacology ; 230: 109467, 2023 06 01.
Article in English | MEDLINE | ID: mdl-36858149

ABSTRACT

The U.S. National Institutes of Health (NIH) convened a seminal first ever psychedelic drug substance-focused speaker series, from April 22 to June 10, 2021, titled the "NIH Psilocybin Research Speaker Series." This speaker series provided evidence-based scientific information to the public and the scientific community. Its aims were to assess the current state of the science, the regulatory and policy landscape, as well as to identify gaps in knowledge and understanding, ultimately serving to define future research needs. The highlights of the lectures and discussion from 26 national and international distinguished experts served as the basis for this Special Issue of Neuropharmacology. This article is part of the Special Issue on "National Institutes of Health Psilocybin Research Speaker Series".


Subject(s)
Evidence Gaps , Psilocybin , United States , Psilocybin/pharmacology , National Institutes of Health (U.S.) , Policy
3.
Article in English | MEDLINE | ID: mdl-36901269

ABSTRACT

Chiapas State comprises the largest malaria foci from Mexico, and 57% of the autochthonous cases in 2021, all with Plasmodium vivax infections, were reported in this State. Southern Chiapas is at constant risk of cases imported due to migratory human flow. Since chemical control of vector mosquitoes is the main entomological action implemented for the prevention and control of vector-borne diseases, this work aimed to investigate the susceptibility of Anopheles albimanus to insecticides. To this end, mosquitoes were collected in cattle in two villages in southern Chiapas in July-August 2022. Two methods were used to evaluate the susceptibility: the WHO tube bioassay and the CDC bottle bioassay. For the latter, diagnostic concentrations were calculated. The enzymatic resistance mechanisms were also analyzed. CDC diagnostic concentrations were obtained; 0.7 µg/mL deltamethrin, 12 µg/mL permethrin, 14.4 µg/mL malathion, and 2 µg/mL chlorpyrifos. Mosquitoes from Cosalapa and La Victoria were susceptible to organophosphates and to bendiocarb, but resistant to pyrethroids, with mortalities between 89% and 70% (WHO), and 88% and 78% (CDC), for deltamethrin and permethrin, respectively. High esterase levels are suggested as the resistance mechanism involved in the metabolism of pyrethroids in mosquitoes from both villages. Mosquitoes from La Victoria might also involve cytochrome P450. Therefore, organophosphates and carbamates are suggested to currently control An. albimanus. Its use might reduce the frequency of resistance genes to pyrethroids and vector abundance and may impede the transmission of malaria parasites.


Subject(s)
Anopheles , Chlorpyrifos , Insecticides , Malaria , Pyrethrins , Humans , Animals , Cattle , Permethrin , Mexico , Insecticide Resistance/genetics , Mosquito Control/methods , Malaria/prevention & control , Mosquito Vectors , Insecticides/pharmacology
4.
Ann Glob Health ; 89(1): 1, 2023.
Article in English | MEDLINE | ID: mdl-36721434

ABSTRACT

Background: Most Emergency Departments (EDs) in low- and middle-income countries (LMICs), particularly in Pakistan, are staffed by physicians not formally trained in Emergency Medicine (EM). As of January 2022, there were only 13 residency training programs in EM throughout all of Pakistan. Therefore, an intermediate solution-a one-year training program in EM-was developed to build capacity. Objective: To determine the impact of a novel training program in EM on clinical metrics and outcomes. Methods: The first cohort of a novel, one-year training program-the Certification Program in Emergency Medicine (CPEM)-completed the program in June 2019. The program consisted of two arms: CPEM-Clinical (CPEM-C), which included physicians from the Indus Hospital and Health Network (IHHN) ED; and CPEM-Didactic (CPEM-D), which included physicians from EDs across Karachi. Both groups participated in weekly conferences, such as didactics, small group discussions, workshops, and journal clubs. CPEM-C learners also received clinical mentorship from local and international faculty. Mortality, length of stay (LOS), and time-to-evaluation, as well as metrics in four key areas-patients at risk for cardiovascular disease/acute coronary syndrome, sepsis, respiratory illness, and intra-abdominal trauma-were assessed before and after the initial cohort at IHHN and compared with other groups in IHHN. Findings and Conclusions: More than 125,000 patients were seen from July to December 2017 (pre-CPEM) and July to December 2019 (post-CPEM). Overall, there were significant improvements in all clinical metrics and outcomes, with the exception of LOS and time-to-evaluation, and a trend toward improved mortality. In comparing CPEM graduates to other groups in IHHN ED, most metrics and outcomes significantly improved or trended toward improvement, including mortality. Implementation of a medium-duration, intensive EM training program can help improve patient care and the development of EM as a new specialty in lower-resource settings.


Subject(s)
Emergency Medicine , Quality Improvement , Humans , Benchmarking , Emergency Medicine/education , Pakistan , Quality Assurance, Health Care
5.
Ann Emerg Med ; 81(6): 738-748, 2023 06.
Article in English | MEDLINE | ID: mdl-36682997

ABSTRACT

STUDY OBJECTIVE: Early notification of admissions from the emergency department (ED) may allow hospitals to plan for inpatient bed demand. This study aimed to assess Epic's ED Likelihood to Occupy an Inpatient Bed predictive model and its application in improving hospital bed planning workflows. METHODS: All ED adult (18 years and older) visits from September 2021 to August 2022 at a large regional health care system were included. The primary outcome was inpatient admission. The predictive model is a random forest algorithm that uses demographic and clinical features. The model was implemented prospectively, with scores generated every 15 minutes. The area under the receiver operator curves (AUROC) and precision-recall curves (AUPRC) were calculated using the maximum score prior to the outcome and for each prediction independently. Test characteristics and lead time were calculated over a range of model score thresholds. RESULTS: Over 11 months, 329,194 encounters were evaluated, with an incidence of inpatient admission of 25.4%. The encounter-level AUROC was 0.849 (95% confidence interval [CI], 0.848 to 0.851), and the AUPRC was 0.643 (95% CI, 0.640 to 0.647). With a prediction horizon of 6 hours, the AUROC was 0.758 (95% CI, 0.758 to 0.759,) and the AUPRC was 0.470 (95% CI, 0.469 to 0.471). At a predictive model threshold of 40, the sensitivity was 0.49, the positive predictive value was 0.65, and the median lead-time warning was 127 minutes before the inpatient bed request. CONCLUSION: The Epic ED Likelihood to Occupy an Inpatient Bed model may improve hospital bed planning workflows. Further study is needed to determine its operational effect.


Subject(s)
Inpatients , Patient Admission , Adult , Humans , Prospective Studies , Hospitalization , Emergency Service, Hospital , Retrospective Studies
6.
Neuropharmacology ; 218: 109220, 2022 11 01.
Article in English | MEDLINE | ID: mdl-35987353

ABSTRACT

New medicines containing classic hallucinogenic and entactogenic psychedelic substance are under development for various psychiatric and neurological disorders. Many of these, including psilocybin, lysergic acid diethylamide (LSD), and 3,4-methylenedioxymethamphetamine (MDMA) are Schedule I controlled substances of the United States Controlled Substances Act (US CSA), and similarly controlled globally. The implications of the CSA for research and medicines development, the path to approval of medicines, and their subsequent removal from Schedule I in the US are discussed. This entire process occurs within the framework of the CSA in the US and its counterparts internationally in accordance with international drug control treaties. Abuse potential related research in the US informs the eight factors of the CSA which provide the basis for rescheduling actions that must occur upon approval of a drug that contains a Schedule I substance. Abuse-related research also informs drug product labeling and the risk evaluation and mitigation strategies (REMS) will likely be required for approved medicines. Human abuse potential studies typically employed in CNS drug development may be problematic for substances with strong hallucinogenic effects such as psilocybin, and alternative strategies are discussed. Implications for research, medicinal development, and controlled substance scheduling are presented in the context of the US CSA and FDA requirements with implications for global regulation. We also discuss how abuse-related research can contribute to understanding mechanisms of action and therapeutic effects as well as the totality of the effects of the drugs on the brain, behavior, mood, and the constructs of spirituality and consciousness.


Subject(s)
Hallucinogens , Substance-Related Disorders , Controlled Substances , Hallucinogens/pharmacology , Hallucinogens/therapeutic use , Humans , Lysergic Acid Diethylamide/pharmacology , Lysergic Acid Diethylamide/therapeutic use , Psilocybin/therapeutic use , Substance-Related Disorders/drug therapy , United States
7.
Article in English | MEDLINE | ID: mdl-35571871

ABSTRACT

The COVID-19 pandemic has accelerated methods to facilitate contactless evaluation of patients in hospital settings. By minimizing in-person contact with individuals who may have COVID-19, healthcare workers can prevent disease transmission and conserve personal protective equipment. Obtaining vital signs is a ubiquitous task that is commonly done in person by healthcare workers. To eliminate the need for in-person contact for vital sign measurement in the hospital setting, we developed Dr. Spot, a mobile quadruped robotic system. The system includes IR and RGB cameras for vital sign monitoring and a tablet computer for face-to-face medical interviewing. Dr. Spot is teleoperated by trained clinical staff to simultaneously measure the skin temperature, respiratory rate, and heart rate while maintaining social distancing from patients and without removing their mask. To enable accurate, contactless measurements on a mobile system without a static black body as reference, we propose novel methods for skin temperature compensation and respiratory rate measurement at various distances between the subject and the cameras, up to 5 m. Without compensation, the skin temperature MAE is 1.3°C. Using the proposed compensation method, the skin temperature MAE is reduced to 0.3°C. The respiratory rate method can provide continuous monitoring with a MAE of 1.6 BPM in 30 s or rapid screening with a MAE of 2.1 BPM in 10 s. For the heart rate estimation, our system is able to achieve a MAE less than 8 BPM in 10 s measured in arbitrary indoor light conditions at any distance below 2 m.

8.
AEM Educ Train ; 5(3): e10625, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34222755

ABSTRACT

BACKGROUND: Pakistan has an underdeveloped and overburdened emergency care system, with most emergency departments (EDs) staffed by physicians not formally trained in emergency medicine (EM). As of January 2020, only nine Pakistani institutions were providing formal EM specialty training; therefore, a training program of shorter duration is needed in the interim. METHODS: The Certification Program in Emergency Medicine (CPEM) is a 1-year training program in EM consisting of two arms: CPEM-Clinical (CPEM-C), which includes physicians from The Indus Hospital (TIH) ED, and CPEM-Didactic (CPEM-D), including physicians from EDs across Karachi. Both groups participate in weekly conferences, including didactics, small-group discussions, workshops, and journal clubs. CPEM-C learners also receive clinical mentorship from visiting international and TIH EM faculty. Both groups were assessed with preprogram, midterm, and final examinations as well as on clinical skills. Additionally, both groups provided regular feedback on program content and administration. RESULTS: Twenty-five of the 32 initially enrolled learners completed the program in June 2019. Scores on a matched set of 50 questions administered in the pretest and final examination improved by an average of 15.1% (p < 0.005) for CPEM-C learners and 8.5% (p < 0.0005) for CPEM-D learners, with 93% of learners showing improvement. Clinical evaluations of CPEM-C and CPEM-D learners during the first and fourth quarters showed an average improvement of 1.1 out of 5 (p < 0.05) and 1.2 out of 9 (p < 0.0005) points, respectively. Learner evaluations of the program were overall positive. CONCLUSIONS: CPEM demonstrated significant improvement in test scores and clinical evaluations in both program arms. Evaluations also suggested that the program was well received. These data, along with CPEM's ability to train physicians from multiple institutions using low-cost, innovative educational strategies, suggest that it may be an effective, transferable mechanism for the expedited development of EM in Pakistan and countries where EM is developing as a specialty.

9.
J Am Heart Assoc ; 10(15): e020157, 2021 08 03.
Article in English | MEDLINE | ID: mdl-34325516

ABSTRACT

Background Atrial fibrillation is associated with increased stroke risk; available risk prediction tools have modest accuracy. We hypothesized that circulating stroke risk biomarkers may improve stroke risk prediction in atrial fibrillation. Methods and Results The REGARDS (Reasons for Geographic and Racial Differences in Stroke) study is a prospective cohort study of 30 239 Black and White adults age ≥45 years. A nested study of stroke cases and a random sample of the cohort included 175 participants (63% women, 37% Black adults) with baseline atrial fibrillation and available blood biomarker data. There were 81 ischemic strokes over 5.2 years in these participants. Adjusted for demographics, stroke risk factors, and warfarin use, the following biomarkers were associated with stroke risk (hazard ratio [HR]; 95% CI for upper versus lower tertile): cystatin C (3.16; 1.04-9.58), factor VIII antigen (2.77; 1.03-7.48), interleukin-6 (9.35; 1.95-44.78), and NT-proBNP (N-terminal B-type natriuretic peptide) (4.21; 1.24-14.29). A multimarker risk score based on the number of blood biomarkers in the highest tertile was developed; adjusted HRs of stroke for 1, 2, and 3+ elevated blood biomarkers, compared with none, were 1.75 (0.57-5.40), 4.97 (1.20-20.5), and 9.51 (2.22-40.8), respectively. Incorporating the multimarker risk score to the CHA2DS2VASc score resulted in a net reclassification improvement of 0.34 (95% CI, 0.04-0.65). Conclusions Findings in this biracial cohort suggested the possibility of substantial improvement in stroke risk prediction in atrial fibrillation using blood biomarkers or a multimarker risk score.


Subject(s)
Atrial Fibrillation/blood , Biomarkers/blood , Decision Support Techniques , Ischemic Stroke/blood , Black or African American , Aged , Aged, 80 and over , Atrial Fibrillation/diagnosis , Atrial Fibrillation/ethnology , Atrial Fibrillation/therapy , Case-Control Studies , Cystatin C/analysis , Factor VIII/analysis , Female , Humans , Incidence , Interleukin-6/blood , Ischemic Stroke/diagnosis , Ischemic Stroke/ethnology , Ischemic Stroke/prevention & control , Male , Middle Aged , Natriuretic Peptide, Brain/blood , Peptide Fragments/blood , Predictive Value of Tests , Prognosis , Proof of Concept Study , Prospective Studies , Risk Assessment , Risk Factors , United States/epidemiology , White People
10.
Eur Heart J Acute Cardiovasc Care ; 10(5): 542-549, 2021 Jun 30.
Article in English | MEDLINE | ID: mdl-33823539

ABSTRACT

AIMS: Determining which patients with pericardial effusion require urgent intervention can be challenging. We sought to develop a novel, simple risk prediction score for patients with pericardial effusion. METHODS AND RESULTS: Adult patients admitted through the emergency department (ED) with pericardial effusion were retrospectively evaluated. The overall cohort was divided into a derivation and validation cohort for the generation and validation of a novel risk score using logistic regression. The primary outcome was a pericardial drainage procedure or death attributed to cardiac tamponade within 24 h of ED arrival. Among 195 eligible patients, 102 (52%) experienced the primary outcome. Four variables were selected for the novel score: systolic blood pressure < 100 mmHg (1.5 points), effusion diameter [1-2 cm (0 points), 2-3 cm (1.5 points), >3 cm (2 points)], right ventricular diastolic collapse (2 points), and mitral inflow velocity variation > 25% (1 point). The need for pericardial drainage within 24 h was stratified as low (<2 points), intermediate (2-4 points), or high (≥4 points), which corresponded to risks of 8.1% [95% confidence interval (CI) 3.0-16.8%], 63.8% [95% CI 50.1-76.0%], and 93.7% [95% CI 84.5-98.2%]. The area under the curve of the simplified score was 0.94 for the derivation and 0.91 for the validation cohort. CONCLUSION: Among ED patients with pericardial effusion, a four-variable prediction score consisting of systolic blood pressure, effusion diameter, right ventricular collapse, and mitral inflow velocity variation can accurately predict the need for urgent pericardial drainage. Prospective validation of this novel score is warranted.


Subject(s)
Cardiac Tamponade , Pericardial Effusion , Adult , Cardiac Tamponade/diagnosis , Cardiac Tamponade/epidemiology , Cardiac Tamponade/etiology , Echocardiography , Emergency Service, Hospital , Humans , Pericardial Effusion/diagnosis , Pericardial Effusion/epidemiology , Pericardial Effusion/etiology , Retrospective Studies
11.
JAMA Netw Open ; 4(3): e210667, 2021 03 01.
Article in English | MEDLINE | ID: mdl-33662134

ABSTRACT

Importance: Before the widespread implementation of robotic systems to provide patient care during the COVID-19 pandemic occurs, it is important to understand the acceptability of these systems among patients and the economic consequences associated with the adoption of robotics in health care settings. Objective: To assess the acceptability and feasibility of using a mobile robotic system to facilitate health care tasks. Design, Setting, and Participants: This study included 2 components: a national survey to examine the acceptability of using robotic systems to perform health care tasks in a hospital setting and a single-site cohort study of patient experiences and satisfaction with the use of a mobile robotic system to facilitate triage and telehealth tasks in the emergency department (ED). The national survey comprised individuals living in the US who participated in a sampling-based survey via an online analytic platform. Participants completed the national survey between August 18 and August 21, 2020. The single-site cohort study included patients living in the US who presented to the ED of a large urban academic hospital providing quaternary care in Boston, Massachusetts between April and August 2020. All data were analyzed from August to October 2020. Exposures: Participants in the national survey completed an online survey to measure the acceptability of using a mobile robotic system to perform health care tasks (facilitating telehealth interviews, acquiring vital signs, obtaining nasal or oral swabs, placing an intravenous catheter, performing phlebotomy, and turning a patient in bed) in a hospital setting in the contexts of general interaction and interaction during the COVID-19 pandemic. Patients in the cohort study were exposed to a mobile robotic system, which was controlled by an ED clinician and used to facilitate a triage interview. After exposure, patients completed an assessment to measure their satisfaction with the robotic system. Main Outcomes and Measures: Acceptability of the use of a mobile robotic system to facilitate health care tasks in a hospital setting (national survey) and feasibility and patient satisfaction regarding the use of a mobile robotic system in the ED (cohort study). Results: For the national survey, 1154 participants completed all acceptability questions, representing a participation rate of 35%. After sample matching, a nationally representative sample of 1000 participants (mean [SD] age, 48.7 [17.0] years; 535 women [53.5%]) was included in the analysis. With regard to the usefulness of a robotic system to perform specific health care tasks, the response of "somewhat useful" was selected by 373 participants (37.3%) for facilitating telehealth interviews, 350 participants (35.0%) for acquiring vital signs, 307 participants (30.7%) for obtaining nasal or oral swabs, 228 participants (22.8%) for placing an intravenous catheter, 249 participants (24.9%) for performing phlebotomy, and 371 participants (37.1%) for turning a patient in bed. The response of "extremely useful" was selected by 287 participants (28.7%) for facilitating telehealth interviews, 413 participants (41.3%) for acquiring vital signs, 192 participants (19.2%) for obtaining nasal or oral swabs, 159 participants (15.9%) for placing an intravenous catheter, 167 participants (16.7%) for performing phlebotomy, and 371 participants (37.1%) for turning a patient in bed. In the context of the COVID-19 pandemic, the median number of individuals who perceived the application of robotic systems to be acceptable for completing telehealth interviews, obtaining nasal and oral swabs, placing an intravenous catheter, and performing phlebotomy increased. For the ED cohort study, 51 individuals were invited to participate, and 41 participants (80.4%) enrolled. One participant was unable to complete the study procedures because of a signaling malfunction in the robotic system. Forty patients (mean [SD] age, 45.8 [2.7] years; 29 women [72.5%]) completed the mobile robotic system-facilitated triage interview, and 37 patients (92.5%) reported that the interaction was satisfactory. A total of 33 participants (82.5%) reported that their experience of receiving an interview facilitated by a mobile robotic system was as satisfactory as receiving an in-person interview from a clinician. Conclusions and Relevance: In this study, a mobile robotic system was perceived to be acceptable for use in a broad set of health care tasks among survey respondents across the US. The use of a mobile robotic system enabled the facilitation of contactless triage interviews of patients in the ED and was considered acceptable among participants. Most patients in the ED rated the quality of mobile robotic system-facilitated interaction to be equivalent to in-person interaction with a clinician.


Subject(s)
Delivery of Health Care/methods , Emergency Service, Hospital , Hospitals , Patient Care/methods , Patient Satisfaction , Robotics/methods , Triage , Adult , Aged , Boston , COVID-19 , Catheterization , Feasibility Studies , Female , Humans , Male , Middle Aged , Pandemics , Phlebotomy , Physical Examination , Surveys and Questionnaires , Telemedicine
13.
J Med Entomol ; 58(2): 739-748, 2021 03 12.
Article in English | MEDLINE | ID: mdl-33034352

ABSTRACT

There are major public health concerns regarding the spread of mosquito-borne diseases such as dengue, Zika, and chikungunya, which are mainly controlled by using insecticides against the vectors, Aedes aegypti (Linnaeus) and Aedes albopictus (Skuse). Pyrethroids are the primary class of insecticides used for vector control, due to their rapid knockdown effect and low toxicity to vertebrates. Unfortunately, continued use of pyrethroids has led to widespread insecticide resistance in Ae. aegypti; however, we lack information for Ae. albopictus-a sympatric species in Chiapas since 2002. In this study, we evaluated the permethrin resistance status of Ae. albopictus collected from Mexico and Texas. We also selected for permethrin resistance in the laboratory and investigated the potential mechanisms conferring resistance in this species. Knockdown resistance mutations, specifically F1534C, in the voltage-gated sodium channel gene, and increased activity of detoxifying enzymes were evaluated. Low levels of permethrin resistance (<2.4-fold) were observed in our field populations of Ae. albopictus and the F1534C mutation was not detected in any of the sites. Low levels of resistance were also observed in the artificially selected strain. There was significantly higher cytochrome P450 activity in our permethrin-selected and nonselected strains from Mexico compared to the control strain. Our results suggest the Ae. albopictus sampled from 2016 are mostly susceptible to pyrethroids. These results contrast with the high levels of permethrin resistance (>58-fold) found in Ae. aegypti from the same sites in Mexico. This research indicates the importance of continued monitoring of Ae. albopictus populations to prevent resistance from developing in the future.


Subject(s)
Aedes , Insecticide Resistance/genetics , Permethrin/pharmacology , Aedes/drug effects , Aedes/genetics , Animals , Genes, Insect , Insect Proteins/genetics , Insecticides/pharmacology , Mexico , Mosquito Control , Mosquito Vectors/drug effects , Mosquito Vectors/genetics , Mutation , Pyrethrins/pharmacology , Vector Borne Diseases/prevention & control , Vector Borne Diseases/transmission , Voltage-Gated Sodium Channels/genetics
14.
Healthc (Amst) ; 8(4): 100493, 2020 Dec.
Article in English | MEDLINE | ID: mdl-33129176

ABSTRACT

The COVID-19 pandemic has created unique challenges for the U.S. healthcare system due to the staggering mismatch between healthcare system capacity and patient demand. The healthcare industry has been a relatively slow adopter of digital innovation due to the conventional belief that humans need to be at the center of healthcare delivery tasks. However, in the setting of the COVID-19 pandemic, artificial intelligence (AI) may be used to carry out specific tasks such as pre-hospital triage and enable clinicians to deliver care at scale. Recognizing that the majority of COVID-19 cases are mild and do not require hospitalization, Partners HealthCare (now Mass General Brigham) implemented a digitally-automated pre-hospital triage solution to direct patients to the appropriate care setting before they showed up at the emergency department and clinics, which would otherwise consume resources, expose other patients and staff to potential viral transmission, and further exacerbate supply-and-demand mismatching. Although the use of AI has been well-established in other industries to optimize supply and demand matching, the introduction of AI to perform tasks remotely that were traditionally performed in-person by clinical staff represents a significant milestone in healthcare operations strategy.


Subject(s)
Artificial Intelligence , COVID-19 , Delivery of Health Care, Integrated/organization & administration , Triage/methods , Clinical Decision-Making/methods , Hotlines/statistics & numerical data , Humans , Massachusetts , Pandemics , Population Health Management
15.
PLoS Negl Trop Dis ; 14(3): e0007753, 2020 03.
Article in English | MEDLINE | ID: mdl-32176693

ABSTRACT

BACKGROUND: Resistance to pyrethroid insecticides in Aedes aegypti has become widespread after almost two decades of the frequent use of these pesticides to reduce arbovirus transmission. Despite this resistance, pyrethroids continue to be used because they are relatively inexpensive and have low human toxicity. Resistance management has been proposed as a way to retain the use of pyrethroids in natural populations. A key component of resistance management is the assumption that negative fitness is associated with resistance alleles such that resistance alleles will decline in frequency when the insecticides are removed. At least three studies in Ae. aegypti have demonstrated a decrease in pyrethroid resistance once the insecticide has been removed. METHODS/PRINCIPAL FINDINGS: The present study aims to evaluate variation in the loss of pyrethroid resistance among newly established laboratory populations of Ae. aegypti from Mexico. Eight field collections were maintained for up to eight generations, and we recorded changes in the frequencies of the mutations at the V1,016I locus and at the F1,534C locus in the voltage-gated sodium channel gene (VGSC). I1,016 and C1,534 confer resistance. We also examined resistance ratios (RR) with type 1 and 2 pyrethroids. CONCLUSIONS/SIGNIFICANCE: We demonstrate that, in general, the frequency of the Ae. aegypti pyrethroid-resistance alleles I1,016 and C1,534 decline when they are freed from pyrethroid pressure in the laboratory. However, the pattern of decline is strain dependent. In agreement with earlier studies, the RR was positively correlated with the frequencies of the resistance allele I1,016 and showed significant protection against permethrin, and deltamethrin, whereas F1,534C showed protection against permethrin but not against deltamethrin.


Subject(s)
Aedes/drug effects , Aedes/growth & development , Insecticide Resistance , Insecticides/pharmacology , Mutation , Pyrethrins/pharmacology , Voltage-Gated Sodium Channels/genetics , Animals , Female , Gene Frequency , Genetic Fitness , Mexico , Selection, Genetic , Voltage-Gated Sodium Channels/metabolism
16.
West J Emerg Med ; 22(1): 41-44, 2020 Nov 20.
Article in English | MEDLINE | ID: mdl-33439802

ABSTRACT

Racism impacts patient care and clinical training in emergency medicine (EM), but dedicated racism training is not required in graduate medical education. We designed an innovative health equity retreat to teach EM residents about forms of racism and skills for responding to racial inequities in clinical environments. The three-hour retreat occurred during the residency didactic conference to maximize resident participation. We prioritized facilitated reflection on residents' own experiences of race and racism in medicine in order to emphasize these concepts' relevance to all participants. We used workshop, small group, and panel formats to optimize interactivity and discussion. Post-retreat survey respondents indicated that the curriculum successfully promoted awareness of racism in the workplace. Participants also expressed interest in continued discussions about racism in medicine as well as desire for greater faculty and nursing participation in the curriculum. Residency programs should consider incorporating similar educational sessions in core didactic curricula.


Subject(s)
Emergency Medicine/education , Health Equity , Internship and Residency , Racism , Adult , Curriculum , Education, Medical, Graduate , Humans , Surveys and Questionnaires
17.
Heart Rhythm ; 16(5): 686-693, 2019 05.
Article in English | MEDLINE | ID: mdl-31036248

ABSTRACT

BACKGROUND: Hispanics/Latinos represent the largest ethnic minority group in the United States. Atrial fibrillation (AF) is the most common cardiac arrhythmia in the United States. OBJECTIVE: The purpose of this study was to provide data on the prevalence of AF and its correlates in a representative Hispanic/Latino population-based sample inclusive of all background groups. METHODS: Hispanic Community Health Study/Study of Latinos participants (n=16,415; 60% women; 59% age >45 years) were enrolled between March 2008 and June 2011, representing individuals of Cuban, Dominican, Mexican, Puerto Rican, Central American, and South American heritage. AF was defined by the 12-lead electrocardiogram and/or participant self-report of a physician diagnosis. Hispanic background-specific AF prevalence rates were determined. Weighted sequential logistic regression models were adjusted for demographic factors (age and sex) and clinical variables (diabetes, hypertension, body mass index, tobacco use, and estimated glomerular filtration rate). RESULTS: The overall weighted prevalence of AF was 1.0% (n=162), with the highest prevalence in Hispanics of Dominican and Puerto Rican backgrounds (1.9% and 2.5% respectively) and the lowest in those of Mexican background (0.3%). Diabetes, hypertension, renal disease, left ventricular hypertrophy determined by the electrocardiogram, alcohol use, and English language preference (greater acculturation) (P < .01 for all) were significantly associated with higher AF prevalence. Multivariate analysis by Hispanic/Latino background group showed that Hispanics of Dominican and Puerto Rican backgrounds were at a 3- to 6-fold higher risk of AF than their Mexican counterparts. CONCLUSION: In a diverse representative population of Hispanics/Latinos, overall AF prevalence was low and varied significantly across Hispanic/Latino background groups independent of clinical or demographic factors.


Subject(s)
Atrial Fibrillation/ethnology , Hispanic or Latino , Public Health , Risk Assessment/methods , Adolescent , Adult , Aged , Female , Follow-Up Studies , Humans , Male , Middle Aged , Prevalence , Prospective Studies , Risk Factors , United States/epidemiology , Young Adult
19.
J Natl Cancer Inst Monogr ; 2017(52)2017 11 01.
Article in English | MEDLINE | ID: mdl-29140486

ABSTRACT

The Division of Cancer Treatment and Diagnosis, Office of Cancer Complementary and Alternative Medicine, at the National Cancer Institute (NCI) held a symposium on "Acupuncture for Cancer Symptom Management" on June 16 and 17, 2016. Invited speakers included 19 scientists and scholars with expertise in acupuncture and cancer research from the United States, Europe, and China. The conference reviewed the NCI's grant funding on acupuncture, analyzed the needs of cancer patients, reviewed safety issues, and assessed both the current scientific evidence and research gaps of acupuncture in oncology care. Researchers and stakeholders presented and discussed basic mechanisms of acupuncture; clinical evidence for specific symptoms; and methodological challenges such as placebo effects, novel biostatistical methods, patient-reported outcomes, and comparative effectiveness research. This paper, resulting from the conference, summarizes both the current state of the science and clinical evidence of oncology acupuncture, identifies key scientific gaps, and makes recommendations for future research to increase understanding of both the mechanisms and effects of acupuncture for cancer symptom management.


Subject(s)
Acupuncture Therapy , Medical Oncology , Neoplasms/therapy , Acupuncture Therapy/adverse effects , Acupuncture Therapy/methods , Biomedical Research , Disease Management , Evidence-Based Medicine , Humans , Medical Oncology/methods , National Cancer Institute (U.S.) , United States
20.
Am J Cardiol ; 118(12): 1826-1830, 2016 Dec 15.
Article in English | MEDLINE | ID: mdl-27712649

ABSTRACT

The relation between inflammation and prothrombotic state in atrial fibrillation (AF) is well recognized. This suggests a potential role for high-sensitivity C-reactive protein (hs-CRP), a marker of systemic inflammation, in improving prediction of stroke in participants with AF. Cox proportional hazard analysis was used to examine the risk of stroke in 25,841 participants (40% black and 55% women) with and without AF who were enrolled in the Reasons for Geographic and Racial Differences in Stroke study from 2003 to 2007. Baseline AF (n = 2,132) was ascertained by electrocardiogram and self-reported history of previous physician diagnosis. Stroke events were identified and adjudicated during 8.3 years of follow-up. A total of 655 incident strokes occurred during follow-up. In a model adjusted for sociodemographics, traditional stroke risk factors, and use of aspirin and warfarin, higher levels of hs-CRP were associated with increased overall stroke risk (hazard ratio [HR] 1.30, 95% confidence interval [CI] 1.10 to 1.54, and HR 1.06, 95% CI 1.01 to 1.12 for hs-CRP >3 mg/L and per 1-SD increase, respectively). Higher levels of hs-CRP continued to be associated with incident stroke in participants without AF (HR 1.31, 95% CI 1.09 to 1.57, and HR 1.06, 95% CI 1.01 to 1.12 for hs-CRP >3 mg/L and per 1-SD increase, respectively) but not in those with AF (HR 1.22, 95% CI 0.78 to 1.91, and HR 1.01, 95% CI 0.82 to 1.23 for hs-CRP >3 mg/L and per 1-SD increase, respectively). In conclusion, although hs-CRP was significantly associated with stroke risk in this population, it seems to be limited to those without AF. These findings suggest a limited value of hs-CRP in improving stroke risk stratification in subjects with AF.


Subject(s)
Atrial Fibrillation/metabolism , C-Reactive Protein/metabolism , Stroke/metabolism , Black or African American , Aged , Animals , Anticoagulants/therapeutic use , Aspirin/therapeutic use , Atrial Fibrillation/complications , Atrial Fibrillation/drug therapy , Case-Control Studies , Female , Follow-Up Studies , Humans , Incidence , Male , Middle Aged , Platelet Aggregation Inhibitors/therapeutic use , Prognosis , Proportional Hazards Models , Risk Factors , Stroke/epidemiology , Stroke/etiology , Warfarin/therapeutic use , White People
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