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1.
Eur J Surg Oncol ; 50(7): 108389, 2024 May 04.
Artículo en Inglés | MEDLINE | ID: mdl-38728962

RESUMEN

Concomitant chemoradiotherapy (CRT) is extensively used as primary organ preservation treatment for selected advanced laryngeal squamous cell carcinomas (LSCC). The oncologic outcomes of such regimens are comparable to those of total laryngectomy followed by adjuvant radiotherapy. However, the management of loco-regional recurrences after CRT remains a challenge, with salvage total laryngectomy being the only curative option. Furthermore, the decision whether to perform an elective neck dissection (END) in patients with rN0 necks, and the extent of the neck dissection in patients with rN + necks is still, a matter of debate. For rN0 patients, meta-analyses have reported occult metastasis rates ranging from 0 to 31 %, but no survival advantage for END. In addition, meta-analyses also showed a higher incidence of complications in patients who received an END. Therefore, END is not routinely recommended in addition to salvage laryngectomy. Although some evidence suggests a potential role of END for supraglottic and locally advanced cases, the decision to perform END should weigh benefits against potential complications. In rN + patients, several studies suggested that selective neck dissection (SND) is oncologically safe for patients with specific conditions: when lymph node metastases are not fixed and are absent at level IV or V. Super-selective neck dissection (SSND) may be an option when nodes are confined to one level. In conclusion, current evidence suggests that in rN0 necks routine END is not necessary and that in rN + necks with limited nodal recurrences SND or a SSND could be sufficient.

2.
Food Chem ; 454: 139791, 2024 May 21.
Artículo en Inglés | MEDLINE | ID: mdl-38795616

RESUMEN

The control of α-glucosidase activity has been associated with managing diabetes. We previously identified three peptides with high bioactive indices derived from protein hydrolysates of fermented spent coffee grounds. In this study, the peptides YGF, GMCC, and RMYRY were synthesized and tested in vitro for their α-glucosidase inhibition activity, complemented by in silico analyses. Two of the three peptides significantly inhibited α-glucosidase activity, with the more efficient peptides being YGF and GMCC (0.42 mg/mL), resulting in decreased enzymatic activity of 95.31% and 89.79%, respectively. These peptides exhibited binding free energies with the α-glucosidase complex of -8.5 and - 6.6 kcal/mol, respectively, through hydrogen bonds and van der Waals interactions with amino acids from the active site. Pharmacokinetic analysis indicated that YGF and GMCC profiles were unrelated to toxicity. These results underscore the importance of focusing on food waste bioprocessing products to expand the range of alternatives that could aid in diabetes treatment.

3.
Am J Med ; 137(2): 137-146.e10, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-37838236

RESUMEN

OBJECTIVE: We aimed to evaluate the applicability of the eligibility criteria of randomized controlled trials (RCTs) cited in guideline recommendations in a real-world cohort of patients receiving secondary prevention after acute myocardial infarction from the EPICOR registries. METHODS: Recommendations provided by American and European guidelines for acute myocardial infarction were classified into general (applying to all patients) and specific (applying to patients with left ventricular dysfunction or heart failure). Randomized controlled trials cited in these recommendations were selected, and their entry criteria were applied to our international cohort of 18,117 patients. RESULTS: There were 91.5% patients eligible for beta blockers (84.6% for general, and 5.9% for specific recommendations), 97.7% eligible for renin-angiotensin system inhibitor (angiotensin-converting enzyme inhibitors and angiotensin II receptor blockers [ACEI/ARB]) recommendations (69.9% for general, 27.9% for specific) and 4.1% eligible for mineralocorticoid receptor antagonists (only specific recommendations). The percentages of patients with eligibility criteria who were discharged with a prescription of the recommended therapies were 80%-85% for beta blockers, 70%-75% for ACEI/ARB, and 29% for mineralocorticoid receptor antagonists. There were large regional variations in the percentage of eligible patients and in those receiving the medications (eg, 95% in Northern Europe and 57% in Southeast Asia for beta blockers). CONCLUSION: Most real-world acute myocardial infarction patients are eligible for secondary prevention therapy in both general and specific guideline recommendations, and the percentage of those on beta blockers and ACEI/ARB at hospital discharge is high. There are large regional variations in the proportion of patients receiving recommended therapies. Local targeted interventions are needed for quality improvement.


Asunto(s)
Antagonistas de Receptores de Mineralocorticoides , Infarto del Miocardio , Humanos , Estados Unidos , Prevención Secundaria , Antagonistas de Receptores de Mineralocorticoides/uso terapéutico , Ensayos Clínicos Controlados Aleatorios como Asunto , Infarto del Miocardio/tratamiento farmacológico , Infarto del Miocardio/prevención & control , Inhibidores de la Enzima Convertidora de Angiotensina/uso terapéutico , Antagonistas de Receptores de Angiotensina/uso terapéutico , Antagonistas Adrenérgicos beta/uso terapéutico
4.
Lett Appl Microbiol ; 76(10)2023 Oct 04.
Artículo en Inglés | MEDLINE | ID: mdl-37777833

RESUMEN

Leishmania mexicana is one of the causal agents of cutaneous leishmaniasis. Current antileishmanial chemotherapeutics have demonstrated adverse side effects; thus, alternative treatments are needed. In this study, we performed in silico and in vitro analyses of the leishmanicidal potential of the most abundant phenolic compounds identified in black sesame sprouts biostimulated with Bacillus clausii. The molecular docking analysis showed strong interactions (binding free energies between -6.5 and -9.5 kcal/mol) of sesaminol 2-O-triglucoside, pinoresinol dihexoside, isoverbascoside, and apigenin with the arginase, leishmanolysin, cysteine peptidase B, and pyruvate kinase leishmanial enzymes. Furthermore, almost all phenolic compounds interacted with the active site residues of L. mexicana enzymes. In vitro, the B. clausii-biostimulated sprout phenolic extracts and apigenin inhibited the growth of promastigotes with IC50 values of 0.08 mg gallic acid equivalent/mL and 6.42 µM (0.0017 mg/mL), respectively. Additionally, in the macrophage infection model, cells treated with B. clausii-biostimulated sprout phenolic extracts and infected with L. mexicana exhibited significantly (P < 0.05) reduced nitric oxide production and decreased parasite burden. Altogether, our study provides important data related to high efficacy and less toxic natural antileishmanial candidates against promastigotes of L. mexicana.


Asunto(s)
Antiprotozoarios , Leishmania mexicana , Leishmaniasis Cutánea , Sesamum , Animales , Ratones , Simulación del Acoplamiento Molecular , Apigenina/farmacología , Apigenina/uso terapéutico , Leishmaniasis Cutánea/tratamiento farmacológico , Antiprotozoarios/farmacología , Ratones Endogámicos BALB C
5.
Prim Care Diabetes ; 17(5): 411-419, 2023 10.
Artículo en Inglés | MEDLINE | ID: mdl-37544790

RESUMEN

DISCOVER is a global programme of observational research that includes patients with type 2 diabetes initiating second-line glucose-lowering therapy from 38 countries worldwide, including many with little or no previous epidemiological data available. More than 15,000 patients were followed-up for 3 years, and comprehensive data were collected using a standardized electronic case report form at enrolment, and 6, 12, 24 and 36 months. The study has formed the basis for a long-term registry that is intended to expand the geographic and clinical scope of the study and allow data collection beyond 3 years. In this review, critical aspects of study planning and implementation are summarized, along with challenges that were faced, to provide a resource for researchers planning similar studies. In particular, it is essential to set realistic expectations regarding the degree of study representativeness that can be achieved, allow for sufficient time to obtain ethics committee approval, develop tools to help recruit patients effectively, ensure that data collection systems are robust, user-friendly and adaptable, plan adequate remote and on-site monitoring, maximize patient retention through continuous engagement with study sites and ensure that everyone involved in the study forms a friendly and effective team. Observational studies such as DISCOVER are crucial for understanding disease epidemiology and management in real-world settings. They are also increasingly used by governmental, regulatory and payor agencies for post-marketing surveillance and when considering new drug submissions. The development of future studies of similar scope and ambition to DISCOVER is encouraged.


Asunto(s)
Diabetes Mellitus Tipo 2 , Estudios Observacionales como Asunto , Humanos , Diabetes Mellitus Tipo 2/diagnóstico , Diabetes Mellitus Tipo 2/tratamiento farmacológico , Diabetes Mellitus Tipo 2/epidemiología , Proyectos de Investigación
6.
Am Heart J ; 264: 20-30, 2023 10.
Artículo en Inglés | MEDLINE | ID: mdl-37279841

RESUMEN

BACKGROUND: Controversial findings have been reported in the literature regarding the impact of the absence of standard modifiable cardiovascular risk factors (SMuRFs) on long-term mortality risk in patients with acute coronary syndrome (ACS). While the prognostic additive value of SMuRFs has been well described, the prognostic role of prior cardiovascular disease (CVD) by sex is less well-known in patients with and without SMuRFs. METHODS: EPICOR and EPICOR Asia are prospective, observational registries conducted between 2010 and 2014, which enrolled ACS patients in 28 countries across Europe, Latin America, and Asia. Association between SMuRFs (diabetes, dyslipidaemia, hypertension, and smoking) and 2-year postdischarge mortality was evaluated using adjusted Cox models stratified by geographical region. RESULTS: Among 23,489 patients, the mean age was 60.9 ± 11.9 years, 24.3% were women, 4,582 (20.1%) presented without SMuRFs, and 16,055 (69.5%) without prior CVD. Patients with SMuRFs had a higher crude 2-year postdischarge mortality (HR 1.86; 95% CI, 1.56-2.22; P < .001), compared to those without SMuRFs. After adjustment for potential confounding, the association between SMuRFs and 2-year mortality risk was substantially attenuated (HR 1.17, 95% CI 0.98-1.41; P = .087), regardless of the type of ACS. The risk conferred by prior CVD was added to the underlying risk of SMuRFs to provide risk-specific phenotypes (eg, women with SMuRFs and with prior CVD were at higher risk of dying than women without SMuRFs and without CVD; HR 1.67, 95% CI 1.34-2.06). CONCLUSIONS: In this large-scale international ACS cohort the absence of SMuRFs was not associated with a lower adjusted 2-year postdischarge mortality risk. Patients with both SMuRFs and prior CVD had a higher mortality irrespective of their sex.


Asunto(s)
Síndrome Coronario Agudo , Enfermedades Cardiovasculares , Humanos , Femenino , Persona de Mediana Edad , Anciano , Masculino , Síndrome Coronario Agudo/complicaciones , Enfermedades Cardiovasculares/complicaciones , Estudios Prospectivos , Cuidados Posteriores , Factores de Riesgo , Alta del Paciente , Factores de Riesgo de Enfermedad Cardiaca
7.
J Subst Use Addict Treat ; 151: 209101, 2023 08.
Artículo en Inglés | MEDLINE | ID: mdl-37315796

RESUMEN

INTRODUCTION: We conducted a population-based observational study of all medical examiner cases in Los Angeles County from January 2012 through June 2021 in which methamphetamine was listed as a cause of or contributing factor to death (n = 6125). We aimed to characterize demographics, comorbidities, and co-involved substances in methamphetamine-related deaths longitudinally in Los Angeles County, California. METHODS: We used detailed death record data to manually classify fatalities by involvement of each organ system, opioids, alcohol, cocaine, other drugs or medications, and external/traumatic causes. Primary outcomes included: the number of methamphetamine-involved deaths, demographics of decedents, percentage of methamphetamine deaths also involving other drugs, and percentage of methamphetamine deaths involving different organ systems. We performed Mann Kendall tests of trends to identify statistically significant longitudinal changes. RESULTS: During the study period, the percentage of methamphetamine-related deaths involving opioids significantly increased from 16 % in 2012 to 54 % in 2021 (p < 0.001). Concurrently, the percentage involving cardiovascular causes significantly decreased from 47 % to 26 % (p < 0.05). Methamphetamine-related deaths in LAC increasingly affected people experiencing homelessness, for whom the percentage tripled from 13 % in 2012 to 35 % in 2021. The share of decedents under 40 years old increased from 33 % to 41 %. The percentage of Black or African American decedents increased over five-fold from 3 % to 17 %. CONCLUSIONS: Methamphetamine-related deaths involving opioids more than tripled in Los Angeles County from 2012 to 2021, reflecting the drug supply's shift to illicit fentanyl. More than a quarter involved cardiovascular causes. These findings have implications for treatment and prevention, including scaling up contingency management, distributing naloxone to people who primarily use stimulants, and including cardiovascular care alongside these interventions directly targeted to reduce harms of methamphetamine use.


Asunto(s)
Sobredosis de Droga , Metanfetamina , Humanos , Adulto , Metanfetamina/efectos adversos , Analgésicos Opioides/efectos adversos , Los Angeles/epidemiología , Demografía
8.
Bioorg Med Chem Lett ; 92: 129385, 2023 08 15.
Artículo en Inglés | MEDLINE | ID: mdl-37339719

RESUMEN

The c-MYC oncogene transcription factor has been implicated in cell cycle regulation controlling cell growth and proliferation. It is tightly regulated in normal cells, but has been shown to be deregulated in cancer cells, and is thus an attractive target for oncogenic therapies. Building upon previous SAR, a series of analogues containing benzimidazole core replacements were prepared and evaluated, leading to the identification of imidazopyridazine compounds that were shown to possess equivalent or improved c-MYC HTRF pEC50 values, lipophilicity, solubility, and rat pharmacokinetics. The imidazopyridazine core was therefore determined to be superior to the original benzimidazole core and a viable alternate for continued lead optimization and medicinal chemistry campaigns.


Asunto(s)
Aminopiridinas , Proteínas Proto-Oncogénicas c-myc , Ratas , Animales , Proteínas Proto-Oncogénicas c-myc/metabolismo , Regulación de la Expresión Génica , Factores de Transcripción/metabolismo , Bencimidazoles
9.
Enferm Clin (Engl Ed) ; 33(3): 184-194, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37023962

RESUMEN

OBJECTIVE: To explore the elements involved in the process of paediatric palliative home care in the Spanish context according to the opinion of professionals. METHOD: Qualitative study based on Grounded Theory, adjusted to COREQ standards, using theoretical sampling with in-depth interviews (June 2021-February 2022) with paediatricians, paediatric nurses and social workers from paediatric palliative care units in Spain, excluding professionals with less than 1 years' experience. Interviews were recorded and transcribed literally for coding and categorisation through a constant comparative process of code co-occurrence until data saturation using Atlas-Ti®. The anonymity of the informants has been guaranteed by using pseudonyms after approval by the Research Ethics Committee of the Hospital Universitario de Gran Canaria Doctor Negrín (Las Palmas, Canary Islands) with registration number 2021-403-1. RESULTS: 18 interviews were conducted and 990 quotes were grouped into 22 categories of analysis and structured into four thematic groups (care, environment, patient and family, and professionals). The findings showed a holistic view emphasising the need to organise and integrate the factors involved in the home-based approach to paediatric palliative home care. CONCLUSIONS: In our context, the home environment meets appropriate conditions for the development of paediatric palliative care. The categories of analysis identified establish a starting point for further deepening the approach from the thematic areas involved: care, the environment, the patient and family, and professionals.


Asunto(s)
Servicios de Atención de Salud a Domicilio , Humanos , Niño , Teoría Fundamentada , Cuidados Paliativos , Investigación Cualitativa , Hospitales
10.
Lett Appl Microbiol ; 76(4)2023 Apr 03.
Artículo en Inglés | MEDLINE | ID: mdl-37055371

RESUMEN

This research aimed to evaluate the antimicrobial activity of essential oils (EOs) against clinically and environmentally isolated Salmonella serotypes. Oregano, thyme, and grapefruit EO compounds were identified, and the antimicrobial activity was evaluated against the S. Saintpaul, Oranienburg, and Infantis serotypes. In addition, molecular docking was performed to explore the possible mechanisms between compounds of EOs with microbial enzymes. Thymol was the main compound identified in oregano (44.0%) and thyme (31%) EOs, while d-limonene was present in a greater proportion in grapefruit EO. Oregano EO had the highest antimicrobial activity, followed by thyme and grapefruit EOs. Oregano and thyme EOs illustrated a greater inhibitory capacity to all serotypes, particularly with the environmental S. Saintpaul. Oregano EO presented values of minimum inhibitory concentration (MIC) and minimum bactericidal concentration of 0.1 µL/mL for all serotypes, while thyme and grapefruit EOs presented MIC values of 0.1 µL/mL for the clinical serotypes S. Infantis and S. Oranienburg, respectively. Molecular docking analysis showed the optimal binding free energies for thymol and carvacrol with glucokinase, ATP-dependent-6-fructokinase, outer membrane porin C, and topoisomerase IV. Our results indicate that these EOs can inhibit clinically and environmentally isolated Salmonella serotypes and can be used as alternatives for developing natural food preservatives.


Asunto(s)
Antiinfecciosos , Aceites Volátiles , Salmonella enterica , Thymus (Planta) , Aceites Volátiles/farmacología , Aceites Volátiles/química , Aceites de Plantas/farmacología , Timol/farmacología , Simulación del Acoplamiento Molecular , Serogrupo , Pruebas de Sensibilidad Microbiana , Antiinfecciosos/farmacología , Antibacterianos/farmacología , Antibacterianos/química , Thymus (Planta)/química
11.
Diabetes Obes Metab ; 25(7): 1890-1899, 2023 07.
Artículo en Inglés | MEDLINE | ID: mdl-36906837

RESUMEN

AIM: To identify distinct HbA1c trajectories in people with type 2 diabetes (T2D) starting second-line glucose-lowering therapy. MATERIALS AND METHODS: DISCOVER was a 3-year observational study of individuals with T2D beginning second-line glucose-lowering therapy. Data were collected at initiation of second-line treatment (baseline) and at 6, 12, 24 and 36 months. Latent class growth modelling was used to identify groups with distinct HbA1c trajectories. RESULTS: After exclusions, 9295 participants were assessed. Four distinct HbA1c trajectories were identified. Mean HbA1c levels decreased between baseline and 6 months in all groups; 72.4% of participants showed stable good levels of glycaemic control over the remainder of follow-up, 18.0% showed stable moderate levels of glycaemic control and 2.9% showed stable poor levels of glycaemic control. Only 6.7% of participants showed highly improved glycaemic control at month 6 and stable control over the rest of follow-up. For all groups, dual oral therapy use decreased over time, compensated for by the increasing use of other treatment regimens. Use of injectable agents increased over time in groups with moderate and poor glycaemic control. Logistic regression models suggested that participants from high-income countries were more probable to be in the stable good trajectory group. CONCLUSIONS: Most people receiving second-line glucose-lowering treatment in this global cohort achieved stable good or highly improved long-term glycaemic control. One-fifth of participants showed moderate or poor glycaemic control during follow-up. Further large-scale studies are required to characterize possible factors associated with patterns of glycaemic control to inform personalized diabetes treatment.


Asunto(s)
Diabetes Mellitus Tipo 2 , Hiperglucemia , Humanos , Hipoglucemiantes/uso terapéutico , Diabetes Mellitus Tipo 2/tratamiento farmacológico , Hemoglobina Glucada , Glucosa , Estudios Prospectivos , Glucemia , Hiperglucemia/prevención & control
12.
Cancers (Basel) ; 15(3)2023 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-36765880

RESUMEN

Surgery has been historically the preferred primary treatment for patients with well-differentiated thyroid carcinoma and for selected locoregional recurrences. Adjuvant therapy with radioactive iodine is typically recommended for patients with an intermediate to high risk of recurrence. Despite these treatments, locally advanced disease and locoregional relapses are not infrequent. These patients have a prolonged overall survival that may result in long periods of active disease and the possibility of requiring subsequent treatments. Recently, many new options have emerged as salvage therapies. This review offers a comprehensive discussion and considerations regarding surgery, active surveillance, radioactive iodine therapy, ultrasonography-guided percutaneous ablation, external beam radiotherapy, and systemic therapy for well-differentiated thyroid cancer based on relevant publications and current reference guidelines. We feel that the surgical member of the thyroid cancer management team is empowered by being aware and facile with all management options.

13.
Diabetes Obes Metab ; 25(1): 46-55, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-36111434

RESUMEN

AIMS: To describe glucose-lowering treatment regimens and glycated haemoglobin (HbA1c) trajectories in individuals with type 2 diabetes (T2D) over 36 months of follow-up from the start of second-line therapy. MATERIALS AND METHODS: This data analysis from the 3-year, observational DISCOVER study programme included 14 687 participants from 37 countries with T2D initiating second-line glucose-lowering therapy. Treatment and HbA1c data were collected at baseline (start of second-line therapy) and at 6, 12, 24 and 36 months. Treatment regimen changes over follow-up were analysed using the McNemar test, with carry-forward imputation for intermediate missing values. RESULTS: A total of 11 592 participants had treatment data at baseline and 36 months, and 11 882 had HbA1c data at baseline. At baseline and 36 months, respectively, rates of oral monotherapy use were 12.1% and 12.4% (P = 0.22), rates of dual oral therapy use were 63.4% and 47.6% (P < 0.0001), rates of ≥ triple oral therapy use were 17.5% and 25.4% (P < 0.0001), and rates of injectable treatment use were 7.0% and 13.7% (P < 0.0001). Use of injectable drugs was most common among participants with an HbA1c level ≥64 mmol/mol (≥8.0%). Overall, 42.9% of participants changed treatment during follow-up. Mean HbA1c levels at baseline and 6 months were 67 mmol/mol (8.3%) and 55 mmol/mol (7.2%), respectively, remaining stable thereafter. CONCLUSIONS: Dual oral therapy was the most common treatment regimen at the start of second-line treatment, and over half of the participants remained on the same treatment during follow-up.


Asunto(s)
Diabetes Mellitus Tipo 2 , Glucosa , Humanos , Hemoglobina Glucada , Diabetes Mellitus Tipo 2/tratamiento farmacológico
14.
Nanomaterials (Basel) ; 12(19)2022 Sep 28.
Artículo en Inglés | MEDLINE | ID: mdl-36234527

RESUMEN

Pure and Fe-doped TiO2 nanoparticles were synthesized by the sol-gel method. The samples were characterized by X-ray diffraction, Raman spectroscopy, BET, UV-vis diffuse reflectance spectroscopy, and scanning electron microscopy. The results show a dependence between the crystallite size and the amount of dopant, which decreases from 13.02 to 12.81 nm. The same behavior was observed in the optical properties, where the band gap decreased from 3.2 to 2.86 eV. The arsenic (V) adsorption was tested in aqueous solution containing 5 mg/L of arsenic and 0.5 g/L of adsorbent at pH 7 and in dark conditions. The results indicate that the TiO2-B sample shows a higher arsenic removal, reaching 88% arsenic removal from the water at pH 7. Thus, it is also shown that the best performance occurs at pH 5, where it reaches an arsenic removal of 94%. Ion competition studies show that arsenic removal capacity is slightly affected by chloride, carbonate, nitrate, and sulfate ions. According to the results, the synthesized samples are a promising material for treating arsenic-contaminated water.

15.
J Med Chem ; 65(21): 14391-14408, 2022 11 10.
Artículo en Inglés | MEDLINE | ID: mdl-36302181

RESUMEN

E1A binding protein (p300) and CREB binding protein (CBP) are two highly homologous and multidomain histone acetyltransferases. These two proteins are involved in many cellular processes by acting as coactivators of a large number of transcription factors. Dysregulation of p300/CBP has been found in a variety of cancers and other diseases, and inhibition has been shown to decrease Myc expression. Herein, we report the identification of a series of highly potent, proline-based small-molecule p300/CBP histone acetyltransferase (HAT) inhibitors using DNA-encoded library technology in combination with high-throughput screening. The strategy of reducing ChromlogD and fluorination of metabolic soft spots was explored to improve the pharmacokinetic properties of potent p300 inhibitors. Fluorination of both cyclobutyl and proline rings of 22 led to not only reduced clearance but also improved cMyc cellular potency.


Asunto(s)
Proteína de Unión a CREB , Ensayos Analíticos de Alto Rendimiento , Prolina , Histona Acetiltransferasas , Proteínas E1A de Adenovirus/metabolismo , Factores de Transcripción p300-CBP , ADN , Tecnología
16.
JAMA Netw Open ; 5(8): e2225593, 2022 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-35939303

RESUMEN

Importance: Overdose is one of the leading causes of death in the US; however, surveillance data lag considerably from medical examiner determination of the death to reporting in national surveillance reports. Objective: To automate the classification of deaths related to substances in medical examiner data using natural language processing (NLP) and machine learning (ML). Design, Setting, and Participants: Diagnostic study comparing different natural language processing and machine learning algorithms to identify substances related to overdose in 10 health jurisdictions in the US from January 1, 2020, to December 31, 2020. Unstructured text from 35 433 medical examiner and coroners' death records was examined. Exposures: Text from each case was manually classified to a substance that was related to the death. Three feature representation methods were used and compared: text frequency-inverse document frequency (TF-IDF), global vectors for word representations (GloVe), and concept unique identifier (CUI) embeddings. Several ML algorithms were trained and best models were selected based on F-scores. The best models were tested on a hold-out test set and results were reported with 95% CIs. Main Outcomes and Measures: Text data from death certificates were classified as any opioid, fentanyl, alcohol, cocaine, methamphetamine, heroin, prescription opioid, and an aggregate of other substances. Diagnostic metrics and 95% CIs were calculated for each combination of feature extraction method and machine learning classifier. Results: Of 35 433 death records analyzed (decedent median age, 58 years [IQR, 41-72 years]; 24 449 [69%] were male), the most common substances related to deaths included any opioid (5739 [16%]), fentanyl (4758 [13%]), alcohol (2866 [8%]), cocaine (2247 [6%]), methamphetamine (1876 [5%]), heroin (1613 [5%]), prescription opioids (1197 [3%]), and any benzodiazepine (1076 [3%]). The CUI embeddings had similar or better diagnostic metrics compared with word embeddings and TF-IDF for all substances except alcohol. ML classifiers had perfect or near perfect performance in classifying deaths related to any opioids, heroin, fentanyl, prescription opioids, methamphetamine, cocaine, and alcohol. Classification of benzodiazepines was suboptimal using all 3 feature extraction methods. Conclusions and Relevance: In this diagnostic study, NLP/ML algorithms demonstrated excellent diagnostic performance at classifying substances related to overdoses. These algorithms should be integrated into workflows to decrease the lag time in reporting overdose surveillance data.


Asunto(s)
Cocaína , Sobredosis de Droga , Metanfetamina , Analgésicos Opioides , Benzodiazepinas , Sobredosis de Droga/epidemiología , Femenino , Fentanilo , Heroína , Humanos , Masculino , Persona de Mediana Edad , Procesamiento de Lenguaje Natural
17.
Anal Chim Acta ; 1209: 339003, 2022 May 29.
Artículo en Inglés | MEDLINE | ID: mdl-35569840

RESUMEN

The 2020s could be called, with little doubt, the "Mars decade". No other period in space exploration history has experienced such interest in placing orbiters, rovers and landers on the Red Planet. In 2021 alone, the Emirates' first Mars Mission (the Hope orbiter), the Chinese Tianwen-1 mission (orbiter, lander and rover), and NASA's Mars 2020 Perseverance rover reached Mars. The ExoMars mission Rosalind Franklin rover is scheduled for launch in 2022. Beyond that, several other missions are proposed or under development. Among these, MMX to Phobos and the very important Mars Sample Return can be cited. One of the key mission objectives of the Mars 2020 and ExoMars 2022 missions is the detection of traces of potential past or present life. This detection relies to a great extent on the analytical results provided by complementary spectroscopic techniques. The development of these novel instruments has been carried out in step with the analytical study of terrestrial analogue sites and materials, which serve to test the scientific capabilities of spectroscopic prototypes while providing crucial information to better understand the geological processes that could have occurred on Mars. Being directly involved in the development of three of the first Raman spectrometers to be validated for space exploration missions (Mars 2020/SuperCam, ExoMars/RLS and RAX/MMX), the present review summarizes some of the most relevant spectroscopy-based analyses of terrestrial analogues carried out over the past two decades. Therefore, the present work describes the analytical results gathered from the study of some of the most distinctive terrestrial analogues of Martian geological contexts, as well as the lessons learned mainly from ExoMars mission simulations conducted at representative analogue sites. Learning from the experience gained in the described studies, a general overview of the scientific outcome expected from the spectroscopic system developed for current and forthcoming planetary missions is provided.


Asunto(s)
Marte , Vuelo Espacial , Medio Ambiente Extraterrestre/química , Espectrometría Raman/métodos
18.
Front Endocrinol (Lausanne) ; 13: 831676, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35527995

RESUMEN

DISCOVER is a 3-year observational study program of 15,983 people with type 2 diabetes initiating second-line glucose-lowering therapy in 38 countries. We investigated the association between socioeconomic status and both the availability of a baseline glycated hemoglobin (HbA1c) measurement and poor glycemic control (HbA1c level ≥ 9.0%) in participants enrolled in DISCOVER. Factors associated with a lack of baseline HbA1c measurement or an HbA1c level ≥ 9.0% were assessed using three-level hierarchical logistic models. Overall, 19.1% of participants did not have a baseline HbA1c measurement recorded. Lower-middle country income (vs. high) and primary/no formal education (vs. university education) were independently associated with a reduced likelihood of having a baseline HbA1c measurement (odds ratio [95% confidence interval]: 0.11 [0.03-0.49] and 0.81 [0.66-0.98], respectively. Of the participants with an available HbA1c measurement, 26.9% had an HbA1c level ≥ 9.0%; 68.7% of these individuals were from lower- or upper-middle-income countries. Factors associated with an increased likelihood of poor glycemic control included low country income, treatment at a site with public and/or governmental funding (vs. private funding) and having public or no health insurance (vs. private). A substantial proportion of DISCOVER participants did not have an HbA1c measurement; more than one-quarter of these participants had poorly controlled type 2 diabetes. Both individual- and country-level socioeconomic factors are associated with the quality of care regarding glycemic control. Awareness of these factors could help improve the management of patients with type 2 diabetes.


Asunto(s)
Diabetes Mellitus Tipo 2 , Glucemia , Diabetes Mellitus Tipo 2/tratamiento farmacológico , Diabetes Mellitus Tipo 2/epidemiología , Hemoglobina Glucada/análisis , Control Glucémico , Humanos , Factores Socioeconómicos
19.
Diabetes Obes Metab ; 24(9): 1734-1740, 2022 09.
Artículo en Inglés | MEDLINE | ID: mdl-35546275

RESUMEN

AIMS: To estimate real-world change in weight over 3 years and the factors influencing it in participants who are overweight and live with type 2 diabetes. MATERIALS AND METHODS: DISCOVER is a multinational prospective observational study that enrolled participants with type 2 diabetes between December 2014 and June 2016 at the time of initiation of a second-line glucose-lowering medication (GLM). Demographic, anthropometric, and quality-of-life data were collected at baseline, and after 6, 12, 24 and 36 months of follow-up. Using a hierarchical, repeated-measures linear regression model, we examined factors associated with weight change over time. RESULTS: Of 10 675 participants with type 2 diabetes who were overweight/obese (mean age 57.1 ± 11.1 years, 46% women), 21% lost ≥5% weight over 3 years, which was associated with modestly improved physical and mental health. Advancing age, female sex, and higher baseline weight were associated with weight loss. Most importantly, the type of GLM prescribed at previous visit had the strongest impact on weight change over time independent of participant factors, with use of a sodium-glucose cotransporter-2 inhibitor or glucagon-like peptide-1 receptor agonist associated with 1.0% weight loss versus a 0.6% weight gain with sulphonylureas, thiazolidinediones, meglitinides or insulin. CONCLUSION: In this large contemporary prospective study, approximately one in five participants with early-stage type 2 diabetes and overweight/obesity lost ≥5% weight over 3 years. The type of GLM has the most impact on weight loss over time, highlighting the need for a careful selection of agents that takes baseline weight into consideration.


Asunto(s)
Diabetes Mellitus Tipo 2 , Inhibidores del Cotransportador de Sodio-Glucosa 2 , Anciano , Peso Corporal , Diabetes Mellitus Tipo 2/complicaciones , Diabetes Mellitus Tipo 2/tratamiento farmacológico , Diabetes Mellitus Tipo 2/epidemiología , Femenino , Glucosa/uso terapéutico , Humanos , Masculino , Persona de Mediana Edad , Obesidad/complicaciones , Obesidad/tratamiento farmacológico , Sobrepeso/complicaciones , Estudios Prospectivos , Inhibidores del Cotransportador de Sodio-Glucosa 2/uso terapéutico , Pérdida de Peso
20.
Eval Program Plann ; 92: 102075, 2022 06.
Artículo en Inglés | MEDLINE | ID: mdl-35349946

RESUMEN

Non-communicable diseases (NCD), are not transmitted from person to person, are long-lasting and usually of slow evolution. Worldwide cause 71% deaths, in Mexico during 2016 were the cause of 80% of registered deaths; population in socioeconomic disadvantage is more vulnerable. It is urgent to develop strategies that can prevent NCD, thus, the objective of this study was to design, implement and evaluate an educational intervention strategy (EI), to prevent and control risk factors for the development NCD in families of two vulnerable communities. The research design was mixed, the stages were developed based on a risk communication (RC) model and was performed in three stages: 1) EI Design, 2) Implementation and 3) Evaluation of the intervention. In the contextualization, risk factors were found in the participants who were integrated in the design of the educational strategy. The EI implemented was effective in increasing knowledge about NCD and practice of healthy habits, such as increasing the consumption of fruits and vegetables. Additionally, the guidance of EI at the family level has the advantage of creating a support network for these changes. However, pending issues remain, such as the design of effective strategies to reduce the consumption of sugars and sugary drinks.


Asunto(s)
Enfermedades no Transmisibles , Humanos , México , Enfermedades no Transmisibles/epidemiología , Enfermedades no Transmisibles/prevención & control , Evaluación de Programas y Proyectos de Salud , Factores de Riesgo , Verduras
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