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1.
J Am Pharm Assoc (2003) ; : 102113, 2024 May 03.
Artículo en Inglés | MEDLINE | ID: mdl-38705467

RESUMEN

BACKGROUND: Tricyclic antidepressants (TCAs) are a treatment option for diabetic peripheral neuropathy (DPN). Existing evidence demonstrates the prolonged use of TCA therapy increases the risk of cognitive decline and dementia, likely due to the anticholinergic effects of these medications. The anticholinergic activity is thought to contribute significantly to the observed increase in cognitive decline and dementia risks associated with long-term TCA use. There is little information available to describe the usage patterns of TCAs in DPN, particularly within underserved populations who receive care at Federally Qualified Health Centers (FQHCs). OBJECTIVES: The objective of this study was to characterize: 1) prescribing patterns of TCAs as a treatment for DPN and 2) evidence of deprescribing attempts in a FQHC population. METHODS: A retrospective chart review of electronic medical record (EMR) data for patients at two different FQHCs was performed. A convenience sample of 100 adults ≥ 18 years of age was stratified into two age groups, 18-55 years, and 55+ years. All patients had a diagnosis of Type 1 or Type 2 diabetes mellitus and had been prescribed TCAs in the previous four years and had a visit with a primary care provider (PCP) in the past 12 months. RESULTS: The study population was comprised of 100 individuals. Seventy-four of 100 were persistent users of TCAs at the time of data collection, and the mean duration of utilization was 54.8 months. In total, 104 TCAs were prescribed across 100 individual patients. Of all 104 prescribed TCAs, 66 (63%) were prescribed at a rate that exceeded thresholds associated with a higher risk of dementia. Black older adults prescribed TCAs were more likely to exceed this dose threshold. CONCLUSION: 65% of patients used TCAs with a strength, frequency, and duration that exceeded risk thresholds for dementia in an older adult population. Interventions preventing use of or deprescribing TCAs in patients with DPN should be conducted for the potential benefits of preventing or delaying cognitive impairment and promoting equitable care.

2.
Metab Brain Dis ; 38(5): 1749-1758, 2023 06.
Artículo en Inglés | MEDLINE | ID: mdl-36529762

RESUMEN

Hepatic encephalopathy (HE), a subtype of delirium, is common in cirrhosis and associated with poor outcomes. Yet, objective bedside screening tools for HE are lacking. We examined the relationship between an established screening tool for delirium, Confusion Assessment Method for the Intensive Care Unit (CAM-ICU) and short-term outcomes while comparing its performance with previously established measures of cognitive function such as West Haven criteria (WHC). Prospectively enrolled adults with cirrhosis who completed the CAM-ICU from 6/2014-6/2018 were followed for 90 days. Blinded provider-assigned West Haven Criteria (WHC) and other measures of cognitive function were collected. Logistic regression was used to test associations between CAM-ICU status and outcomes. Mortality prediction by CAM-ICU status was assessed using Area under the Receiver Operating Characteristics curves (AUROC). Of 469 participants, 11% were CAM-ICU( +), 55% were male and 94% were White. Most patients were Childs-Pugh class C (59%). CAM-ICU had excellent agreement with WHC (Kappa = 0.79). CAM-ICU( +) participants had similar demographic features to those CAM-ICU(-), but had higher MELD (25 vs. 19, p < 0.0001), were more often admitted to the ICU (28% vs. 7%, p < 0.0001), and were more likely to be admitted for HE and infection. CAM-ICU( +) participants had higher mortality (inpatient:37% vs. 3%, 30-day:51% vs. 11%, 90-day:63% vs. 23%, p < 0.001). CAM-ICU status predicted mortality with AUROC of 0.85, 0.82 and 0.77 for inpatient, 30-day and 90-day mortality, respectively. CAM-ICU easily screens for delirium/HE, has excellent agreement with WHC, and identifies a hospitalized cirrhosis cohort with high short-term mortality.


Asunto(s)
Delirio , Encefalopatía Hepática , Adulto , Niño , Humanos , Masculino , Femenino , Delirio/diagnóstico , Encefalopatía Hepática/diagnóstico , Confusión/diagnóstico , Unidades de Cuidados Intensivos , Cirrosis Hepática/diagnóstico , Curva ROC
3.
BMC Med ; 19(1): 143, 2021 06 18.
Artículo en Inglés | MEDLINE | ID: mdl-34140006

RESUMEN

BACKGROUND: Trials of interventions to prevent or treat delirium in adults in an acute hospital setting report heterogeneous outcomes. Our objective was to develop international consensus among key stakeholders for a core outcome set (COS) for future trials of interventions to prevent and/or treat delirium in adults with an acute care hospital admission and not admitted to an intensive care unit. METHODS: A rigorous COS development process was used including a systematic review, qualitative interviews, modified Delphi consensus process, and in-person consensus using nominal group technique (registration http://www.comet - initiative.org/studies/details/796 ). Participants in qualitative interviews were delirium survivors or family members. Participants in consensus methods comprised international representatives from three stakeholder groups: researchers, clinicians, and delirium survivors and family members. RESULTS: Item generation identified 8 delirium-specific outcomes and 71 other outcomes from 183 studies, and 30 outcomes from 18 qualitative interviews, including 2 that were not extracted from the systematic review. De-duplication of outcomes and formal consensus processes involving 110 experts including researchers (N = 32), clinicians (N = 63), and delirium survivors and family members (N = 15) resulted in a COS comprising 6 outcomes: delirium occurrence and reoccurrence, delirium severity, delirium duration, cognition, emotional distress, and health-related quality of life. Study limitations included exclusion of non-English studies and stakeholders and small representation of delirium survivors/family at the in-person consensus meeting. CONCLUSIONS: This COS, endorsed by the American and Australian Delirium Societies and European Delirium Association, is recommended for future clinical trials evaluating delirium prevention or treatment interventions in adults presenting to an acute care hospital and not admitted to an intensive care unit.


Asunto(s)
Delirio , Calidad de Vida , Adulto , Australia , Consenso , Delirio/diagnóstico , Delirio/prevención & control , Técnica Delphi , Hospitales , Humanos , Proyectos de Investigación , Resultado del Tratamiento
4.
Crit Care Med ; 49(9): 1535-1546, 2021 09 01.
Artículo en Inglés | MEDLINE | ID: mdl-33870914

RESUMEN

OBJECTIVES: Delirium in critically ill adults is highly prevalent and has multiple negative consequences. To-date, trials of interventions to prevent or treat delirium report heterogenous outcomes. To develop international consensus among key stakeholders for a core outcome set for future trials of interventions to prevent and/or treat delirium in critically ill adults. DESIGN: Core outcome set development, as recommended by the Core Outcome Measures in Effectiveness Trials Handbook. Methods of generating items for the core outcome set included a systematic review and qualitative interviews with ICU survivors and family members. Consensus methods include a two-round web-based Delphi process and a face-to-face meeting using nominal group technique methods. SUBJECTS: International representatives from three stakeholder groups: 1) clinical researchers, 2) ICU interprofessional clinicians, and 3) ICU survivors and family members. SETTING: Telephone interviews, web-based surveys, and a face-to-face consensus meeting held at the 2019 European Delirium Association's annual meeting in Edinburgh, Scotland. INTERVENTION: None. MEASUREMENTS AND MAIN RESULTS: Qualitative interviews with 24 ICU survivors and family members identified 36 potential outcomes; six were additional to the 97 identified from the systematic review. After item reduction, 32 outcomes were presented in Delphi Round 1; 179 experts participated, 38 ICU survivors/family members (21%), 100 clinicians (56%), 41 researchers (23%). Three additional outcomes were added to Round 2; 134 Round 1 participants (75%) completed it. Upon conclusion of the consensus building processes, the final core outcome set comprised seven outcomes: delirium occurrence (including prevalence or incidence); delirium severity; time to delirium resolution; health-related quality of life; emotional distress (i.e., anxiety, depression, acute and posttraumatic stress); cognition (including memory); and mortality. CONCLUSIONS: This core outcome set, endorsed by the American and Australian Delirium Societies and European Delirium Association, is recommended for future clinical trials evaluating delirium prevention or treatment interventions in critically ill adults.


Asunto(s)
Delirio/terapia , Consenso , Enfermedad Crítica/terapia , Técnica Delphi , Humanos , Evaluación de Resultado en la Atención de Salud/métodos , Evaluación de Resultado en la Atención de Salud/estadística & datos numéricos , Escocia , Encuestas y Cuestionarios
5.
Crit Care Med ; 48(3): 353-361, 2020 03.
Artículo en Inglés | MEDLINE | ID: mdl-31770149

RESUMEN

OBJECTIVES: Both delirium duration and delirium severity are associated with adverse patient outcomes. Serum biomarkers associated with delirium duration and delirium severity in ICU patients have not been reliably identified. We conducted our study to identify peripheral biomarkers representing systemic inflammation, impaired neuroprotection, and astrocyte activation associated with delirium duration, delirium severity, and in-hospital mortality. DESIGN: Observational study. SETTING: Three Indianapolis hospitals. PATIENTS: Three-hundred twenty-one critically ill delirious patients. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: We analyzed the associations between biomarkers collected at delirium onset and delirium-/coma-free days assessed through Richmond Agitation-Sedation Scale/Confusion Assessment Method for the ICU, delirium severity assessed through Confusion Assessment Method for the ICU-7, and in-hospital mortality. After adjusting for age, gender, Acute Physiology and Chronic Health Evaluation II score, Charlson comorbidity score, sepsis diagnosis and study intervention group, interleukin-6, -8, and -10, tumor necrosis factor-α, C-reactive protein, and S-100ß levels in quartile 4 were negatively associated with delirium-/coma-free days by 1 week and 30 days post enrollment. Insulin-like growth factor-1 levels in quartile 4 were not associated with delirium-/coma-free days at both time points. Interleukin-6, -8, and -10, tumor necrosis factor-α, C-reactive protein, and S-100ß levels in quartile 4 were also associated with delirium severity by 1 week. At hospital discharge, interleukin-6, -8, and -10 retained the association but tumor necrosis factor-α, C-reactive protein, and S-100ß lost their associations with delirium severity. Insulin-like growth factor-1 levels in quartile 4 were not associated with delirium severity at both time points. Interleukin-8 and S-100ß levels in quartile 4 were also associated with higher in-hospital mortality. Interleukin-6 and -10, tumor necrosis factor-α, and insulin-like growth factor-1 were not found to be associated with in-hospital mortality. CONCLUSIONS: Biomarkers of systemic inflammation and those for astrocyte and glial activation were associated with longer delirium duration, higher delirium severity, and in-hospital mortality. Utility of these biomarkers early in delirium onset to identify patients at a higher risk of severe and prolonged delirium, and delirium related complications during hospitalization needs to be explored in future studies.


Asunto(s)
Coma/epidemiología , Enfermedad Crítica/epidemiología , Delirio/epidemiología , Delirio/fisiopatología , Mediadores de Inflamación/metabolismo , Unidades de Cuidados Intensivos/estadística & datos numéricos , APACHE , Factores de Edad , Anciano , Astrocitos/metabolismo , Biomarcadores , Proteína C-Reactiva/análisis , Comorbilidad , Delirio/sangre , Femenino , Mortalidad Hospitalaria , Humanos , Mediadores de Inflamación/sangre , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Factores de Riesgo , Índice de Severidad de la Enfermedad , Factores Sexuales
6.
BMC Geriatr ; 20(1): 109, 2020 03 18.
Artículo en Inglés | MEDLINE | ID: mdl-32183741

RESUMEN

BACKGROUND: Antimuscarinics are often used for treatment of overactive bladder (OAB), but exposure to medications such as antimuscarinics that have anticholinergic properties has been linked to adverse cognitive effects. A phase 4 placebo-controlled study (PILLAR; NCT02216214) described the efficacy and safety of mirabegron, a ß3-adrenoreceptor agonist, for treatment of wet OAB in patients aged ≥65 years. This pre-planned analysis aimed to measure differences in cognitive function between mirabegron and placebo, using a rapid screening instrument for mild cognitive impairment: the Montreal Cognitive Assessment (MoCA). METHODS: Outpatients aged ≥65 years with wet OAB were randomized 1:1 to mirabegron or placebo, stratified by age (<75/≥75 years). There were no exclusion criteria regarding cognitive status. Patients randomized to mirabegron initially received 25 mg/day with an optional increase to 50 mg/day after week 4/8 based on patient/investigator discretion. The MoCA was administered at baseline and end of treatment (EoT, week 12). The study protocol was Independent Ethics Committee/Institutional Review Board-approved. RESULTS: Of the 887 randomized patients who received ≥1 dose of study drug, 72.3% were female, 79.5% were white, and 28.1% were aged ≥75 years. All patients had ≥1 comorbidity and 94.3% were receiving ≥1 concomitant medication. One third of patients had a history of psychiatric disorders, the most common being depression (17.2%), insomnia (15.7%), and anxiety (11.4%). Baseline mean (standard error, SE) MoCA total scores were 26.9 (0.1) and 26.8 (0.1) in the mirabegron and placebo groups, respectively. Among patients with MoCA data available at baseline/EoT, 27.1% (115/425) and 25.8% (106/411) of mirabegron and placebo group patients, respectively, had impaired cognitive function at baseline (MoCA total score <26). There was no statistically significant change in adjusted mean (SE) MoCA total score from baseline to EoT in the mirabegron group (-0.2 [0.1]) or the placebo group (-0.1 [0.1]). CONCLUSIONS: Treatment with mirabegron for 12 weeks did not contribute to drug-related cognitive side effects in patients aged ≥65 years, as measured by the MoCA. Furthermore, the pattern of change in cognition over time in an older OAB trial population does not appear to differ from that of subjects receiving placebo. TRIAL REGISTRATION: NCT02216214 (prospectively registered August 13, 2014).


Asunto(s)
Acetanilidas/efectos adversos , Cognición/efectos de los fármacos , Tiazoles/efectos adversos , Vejiga Urinaria Hiperactiva/tratamiento farmacológico , Agentes Urológicos/efectos adversos , Acetanilidas/uso terapéutico , Anciano , Femenino , Humanos , Masculino , Pruebas de Estado Mental y Demencia , Tiazoles/uso terapéutico , Resultado del Tratamiento , Vejiga Urinaria Hiperactiva/diagnóstico , Agentes Urológicos/uso terapéutico
7.
Am J Epidemiol ; 188(7): 1228-1236, 2019 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-31111865

RESUMEN

Previous estimates of whether long-term exposure to benzodiazepines increases dementia risk are conflicting and are compromised by the difficulty of controlling for confounders and by reverse causation. We investigated how estimates for the association between benzodiazepine use and later dementia incidence varied based on study design choices, using a case-control study nested within the United Kingdom's Clinical Practice Research Datalink. A total of 40,770 dementia cases diagnosed between April 2006 and July 2015 were matched on age, sex, available data history, and deprivation to 283,933 control subjects. Benzodiazepines and Z-drug prescriptions were ascertained in a drug-exposure period 4-20 years before dementia diagnosis. Estimates varied with the inclusion of new or prevalent users, with the timing of covariate ascertainment, and with varying time between exposure and outcome. There was no association between any new prescription of benzodiazepines and dementia (adjusted odds ratio (OR) = 1.03, 95% confidence interval (CI): 1.00, 1.07), whereas an inverse association was observed among prevalent users (adjusted OR = 0.91, 95% CI: 0.87, 0.95), although this was likely induced by unintentional adjustment for colliders. By considering the choice of confounders and timing of exposure and covariate measurement, our findings overall are consistent with no causal effect of benzodiazepines or Z-drugs on dementia incidence.


Asunto(s)
Benzodiazepinas/uso terapéutico , Demencia/inducido químicamente , Demencia/epidemiología , Prescripciones de Medicamentos/estadística & datos numéricos , Anciano , Sesgo , Estudios de Casos y Controles , Bases de Datos Factuales , Femenino , Humanos , Incidencia , Masculino , Prevalencia , Factores de Riesgo , Reino Unido/epidemiología
8.
Crit Care Med ; 45(5): 851-857, 2017 May.
Artículo en Inglés | MEDLINE | ID: mdl-28263192

RESUMEN

OBJECTIVES: Delirium severity is independently associated with longer hospital stays, nursing home placement, and death in patients outside the ICU. Delirium severity in the ICU is not routinely measured because the available instruments are difficult to complete in critically ill patients. We designed our study to assess the reliability and validity of a new ICU delirium severity tool, the Confusion Assessment Method for the ICU-7 delirium severity scale. DESIGN: Observational cohort study. SETTING: Medical, surgical, and progressive ICUs of three academic hospitals. PATIENTS: Five hundred eighteen adult (≥ 18 yr) patients. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Patients received the Confusion Assessment Method for the ICU, Richmond Agitation-Sedation Scale, and Delirium Rating Scale-Revised-98 assessments. A 7-point scale (0-7) was derived from responses to the Confusion Assessment Method for the ICU and Richmond Agitation-Sedation Scale items. Confusion Assessment Method for the ICU-7 showed high internal consistency (Cronbach's α = 0.85) and good correlation with Delirium Rating Scale-Revised-98 scores (correlation coefficient = 0.64). Known-groups validity was supported by the separation of mechanically ventilated and nonventilated assessments. Median Confusion Assessment Method for the ICU-7 scores demonstrated good predictive validity with higher odds (odds ratio = 1.47; 95% CI = 1.30-1.66) of in-hospital mortality and lower odds (odds ratio = 0.8; 95% CI = 0.72-0.9) of being discharged home after adjusting for age, race, gender, severity of illness, and chronic comorbidities. Higher Confusion Assessment Method for the ICU-7 scores were also associated with increased length of ICU stay (p = 0.001). CONCLUSIONS: Our results suggest that Confusion Assessment Method for the ICU-7 is a valid and reliable delirium severity measure among ICU patients. Further research comparing it to other delirium severity measures, its use in delirium efficacy trials, and real-life implementation is needed to determine its role in research and clinical practice.


Asunto(s)
Delirio/diagnóstico , Unidades de Cuidados Intensivos/estadística & datos numéricos , Escalas de Valoración Psiquiátrica/normas , Índice de Severidad de la Enfermedad , Adulto , Anciano , Atención , Estado de Conciencia , Femenino , Hospitales Universitarios , Humanos , Masculino , Escala del Estado Mental , Persona de Mediana Edad , Alta del Paciente , Estudios Prospectivos , Reproducibilidad de los Resultados , Factores Socioeconómicos
9.
Crit Care Med ; 44(9): 1727-34, 2016 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-27276344

RESUMEN

OBJECTIVES: Delirium is a highly prevalent syndrome of acute brain dysfunction among critically ill patients that has been linked to multiple risk factors, such as age, preexisting cognitive impairment, and use of sedatives; but to date, the relationship between race and delirium is unclear. We conducted this study to identify whether African-American race is a risk factor for developing ICU delirium. DESIGN: A prospective cohort study. SETTING: Medical and surgical ICUs of a university-affiliated, safety net hospital in Indianapolis, IN. PATIENTS: A total of 2,087 consecutive admissions with 1,008 African Americans admitted to the ICU services from May 2009 to August 2012. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Incident delirium was defined as first positive Confusion Assessment Method for the ICU result after an initial negative Confusion Assessment Method for the ICU; and prevalent delirium was defined as positive Confusion Assessment Method for the ICU on first Confusion Assessment Method for the ICU assessment. The overall incident delirium rate in African Americans was 8.7% compared with 10.4% in Caucasians (p = 0.26). The prevalent delirium rate was 14% in both African Americans and Caucasians (p = 0.95). Significant age and race interactions were detected for incident delirium (p = 0.02) but not for prevalent delirium (p = 0.3). The hazard ratio for incident delirium for African Americans in the 18-49 years age group compared with Caucasians of similar age was 0.4 (0.1-0.9). The hazard and odds ratios for incident and prevalent delirium in other groups were not different. CONCLUSIONS: African-American race does not confer any additional risk for developing incident or prevalent delirium in the ICU. Instead, younger African Americans tend to have lower rates of incident delirium compared with Caucasians of similar age.


Asunto(s)
Negro o Afroamericano/psicología , Cuidados Críticos , Delirio/etnología , Adolescente , Adulto , Anciano , Enfermedad Crítica , Delirio/diagnóstico , Femenino , Humanos , Incidencia , Masculino , Persona de Mediana Edad , Evaluación de Resultado en la Atención de Salud , Prevalencia , Estudios Prospectivos , Factores de Riesgo , Adulto Joven
10.
Alzheimer Dis Assoc Disord ; 30(2): 99-104, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-26295747

RESUMEN

A retrospective cohort study was conducted including 3688 patients age 60 years or older without dementia enrolled in a depression screening study in primary care clinics. Information on antidepressant use and incident dementia during follow-up was retrieved from electronic medical records. The Cox proportional hazard models were used to compare the risk for incident dementia among 5 participant groups: selective serotonin re-uptake inhibitors (SSRI) only, non-SSRI only (non-SSRI), mixed group of SSRI and non-SSRI, not on antidepressants but depressed, and not on antidepressants and not depressed. SSRI and non-SSRI users had significantly higher dementia risk than the nondepressed nonusers (hazard ratio [HR]=1.83, P=0.0025 for SSRI users and HR=1.50, P=0.004 for non-SSRI users). In addition, SSRIs users had significantly higher dementia risk than non-users with severe depression (HR=2.26, P=0.0005). Future research is needed to confirm our results in other populations and to explore potential mechanism underlying the observed association.


Asunto(s)
Antidepresivos/uso terapéutico , Demencia/epidemiología , Trastorno Depresivo Mayor/diagnóstico , Trastorno Depresivo Mayor/tratamiento farmacológico , Inhibidores Selectivos de la Recaptación de Serotonina/uso terapéutico , Anciano , Femenino , Humanos , Masculino , Tamizaje Masivo/métodos , Estudios Retrospectivos , Factores de Riesgo
11.
Crit Care Med ; 42(12): e791-5, 2014 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-25402299

RESUMEN

OBJECTIVES: Mechanically ventilated critically ill patients receive significant amounts of sedatives and analgesics that increase their risk of developing coma and delirium. We evaluated the impact of a "Wake-up and Breathe Protocol" at our local ICU on sedation and delirium. DESIGN: A pre/post implementation study design. SETTING: A 22-bed mixed surgical and medical ICU. PATIENTS: Seven hundred two consecutive mechanically ventilated ICU patients from June 2010 to January 2013. INTERVENTIONS: Implementation of daily paired spontaneous awakening trials (daily sedation vacation plus spontaneous breathing trials) as a quality improvement project. MEASUREMENTS AND MAIN RESULTS: After implementation of our program, there was an increase in the mean Richmond Agitation Sedation Scale scores on weekdays of 0.88 (p < 0.0001) and an increase in the mean Richmond Agitation Sedation Scale scores on weekends of 1.21 (p < 0.0001). After adjusting for age, race, gender, severity of illness, primary diagnosis, and ICU, the incidence and prevalence of delirium did not change post implementation of the protocol (incidence: 23% pre vs 19.6% post; p = 0.40; prevalence: 66.7% pre vs 55.3% post; p = 0.06). The combined prevalence of delirium/coma decreased from 90.8% pre protocol implementation to 85% postimplementation (odds ratio, 0.505; 95% CI, 0.299-0.853; p = 0.01). CONCLUSIONS: Implementing a "Wake Up and Breathe Program" resulted in reduced sedation among critically ill mechanically ventilated patients but did not change the incidence or prevalence of delirium.


Asunto(s)
Enfermedad Crítica , Sedación Profunda/métodos , Delirio/prevención & control , Respiración Artificial/métodos , Respiración , Adulto , Anciano , Protocolos Clínicos , Coma/prevención & control , Femenino , Humanos , Incidencia , Unidades de Cuidados Intensivos , Tiempo de Internación , Masculino , Persona de Mediana Edad
12.
IEEE J Biomed Health Inform ; 28(2): 1122-1133, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-37963002

RESUMEN

Anticholinergic (AC) drugs are commonly prescribed to older adults for treating diseases and chronic conditions, such as chronic obstructive pulmonary disease, urinary incontinence, gastrointestinal disorder, or simply pain and allergy. The high prevalence of AC drug use can have a detrimental effect on the mental health of older adults. We aim to improve the prediction of future trends of AC drug use at the individual level, with pharmacy refill data. The individual drug use data presents challenges in the modeling, such as data being discrete-valued with excess zeros and having significant unobserved heterogeneity in the trend pattern. To address these challenges, we propose a statistical model of hierarchical structure and an EM scheme for the model parameter estimation. We evaluate the proposed modeling approach through a numerical study with synthetic data and a case study with real-world pharmacy refill data. The simulation study show that our analysis method outperforms the existing ones (e.g., reducing MSE significantly), particularly in terms of accurately predicting the trend pattern. The real-world case study further verifies the out-performance and demonstrate the advantageous features of our method. We expect the prediction tool developed based on our study can assist pharmacists' decision on initiating or strengthening behavioral interventions with the hope of discontinuing AC drug misuse.


Asunto(s)
Servicios Farmacéuticos , Incontinencia Urinaria , Humanos , Anciano , Antagonistas Colinérgicos/uso terapéutico , Modelos Estadísticos , Simulación por Computador
13.
Res Social Adm Pharm ; 20(4): 443-450, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38320947

RESUMEN

BACKGROUND: There is a need for reproducible methods to measure over-the-counter (OTC) medication possession and use. This is because OTC medications are self-managed, variably monitored by healthcare professionals, and in certain populations such as older adults some OTC medications may introduce risk and cause more harm than benefit. OBJECTIVE: (s): To develop and assess the feasibility of the Home Medication Inventory Method (HMIM), a novel method to measure possession and use of OTC medications. METHODS: We benchmarked, adapted, and standardized prior approaches to medication inventory to develop a method capable of addressing the limitations of existing methods. We then conducted a pilot study of the HMIM among older adults. Eligible participants were aged ≥60 years, reported purchasing or considering purchasing OTC medication, and screened for normal cognition. Interviews were conducted both in person and remotely. When possible, photographs of all OTC medications were obtained with participant consent and completion times were recorded for both in-person and remote modalities. RESULTS: In total 51 participants completed the pilot study. Home medication inventories were conducted in-person (n = 15) and remotely (n = 36). Inventories were completed in a mean (SD) of 20.2 min (12.7), and 96 % of inventories completed within 45 min. A total of 390 OTC medications were possessed by participants, for a mean (SD) of 7.6 (6.3) per participant. No differences in duration of interviews or number of medications reported were identified between in-person and remote modalities. Anticholinergic medications, a class targeted in the pilot as potentially harmful to older adults, were possessed by 31 % of participants, and 14 % of all participants reported use of such a medication within the previous 2 weeks. CONCLUSIONS: Implementing the HMIM using in-person and remote modalities is a feasible and ostensibly reproducible method for collecting OTC medication possession and use information. Larger studies are necessary to further generalize HMIM feasibility and reliability in diverse populations.


Asunto(s)
Medicamentos sin Prescripción , Humanos , Anciano , Proyectos Piloto , Estudios de Factibilidad , Reproducibilidad de los Resultados , Medicamentos sin Prescripción/uso terapéutico
14.
Hepatol Commun ; 8(8)2024 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-39037388

RESUMEN

BACKGROUND: Polypharmacy and anticholinergic medications are associated with cognitive decline in elderly populations. Although several medications have been associated with HE, associations between medication burden, anticholinergics, and HE have not been explored. We examined medication burden and anticholinergics in patients with cirrhosis and their associations with HE-related hospitalization. METHODS: We conducted a retrospective cohort study of patients aged 18-80 with cirrhosis seen in hepatology clinics during 2019. The number of chronic medications (medication burden) and anticholinergic use were recorded. The primary outcome was HE-related hospitalization. RESULTS: A total of 1039 patients were followed for a median of 840 days. Thirty-seven percent had a history of HE, and 9.8% had an HE-related hospitalization during follow-up. The mean number of chronic medications was 6.1 ± 4.3. Increasing medication burden was associated with HE-related hospitalizations in univariable (HR: 1.09, 95% CI: 1.05-1.12) and multivariable (HR: 1.07, 95% CI: 1.03-1.11) models. This relationship was maintained in those with baseline HE but not in those without baseline HE. Twenty-one percent were taking an anticholinergic medication. Anticholinergic exposure was associated with increased HE-related hospitalizations in both univariable (HR: 1.68, 95% CI: 1.09-2.57) and multivariable (HR: 1.71, 95% CI: 1.11-2.63) models. This relationship was maintained in those with baseline HE but not in those without baseline HE. CONCLUSIONS: Anticholinergic use and medication burden are both associated with HE-related hospitalizations, particularly in those with a history of HE. Special considerations to limit anticholinergics and minimize overall medication burden should be tested for potential benefit in this population.


Asunto(s)
Antagonistas Colinérgicos , Encefalopatía Hepática , Hospitalización , Cirrosis Hepática , Polifarmacia , Humanos , Antagonistas Colinérgicos/efectos adversos , Antagonistas Colinérgicos/uso terapéutico , Masculino , Cirrosis Hepática/tratamiento farmacológico , Estudios Retrospectivos , Femenino , Persona de Mediana Edad , Anciano , Hospitalización/estadística & datos numéricos , Encefalopatía Hepática/tratamiento farmacológico , Adulto , Anciano de 80 o más Años , Adolescente , Adulto Joven
15.
Sr Care Pharm ; 38(1): 3-4, 2023 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-36751920

RESUMEN

A number of barriers to deprescribing exist, with knowledge, skills, and self-efficacy often highlighted by prescribers within an interrupted, siloed nature of the existing health care system. Thus, deprescribing is not likely to occur without a change in the system. Pharmacists are extremely well positioned to positively impact the deprescribing process, and particularly senior care pharmacists given familiarity with population-specific pharmacodynamic and pharmacokinetic characteristics of medications. Similarly, our health care partners have endorsed pharmacists to not only collaborate but to drive the deprescribing trials. Therefore, no other profession is better positioned to advocate for the value of deprescribing as a core component of the pharmaceutical care process.


Asunto(s)
Deprescripciones , Servicios Farmacéuticos , Humanos , Farmacéuticos , Atención a la Salud
16.
Sleep Health ; 9(2): 128-135, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36858835

RESUMEN

OBJECTIVE: Examine the association between race and time to pharmacologic treatment of insomnia in a large multi-institutional cohort. METHODS: Retrospective analysis of electronic medical records from a regional health information exchange. Eligible patients included adults with at least one healthcare visit per year from 2010 to 2019, a new insomnia diagnosis code during the study period, and no prior insomnia diagnosis codes or medications. A Cox frailty model was used to examine the association between race and time to an insomnia medication after diagnosis. RESULTS: In total, 9557 patients were analyzed, 7773 (81.3%) of whom where White, 1294 (13.5%) Black, 238 (2.5%) Other, and 252 (2.6%) unknown race. About 6.2% of Black and 8% of Other race patients received an order for a Food and Drug Administration-approved insomnia medication after diagnosis compared with 13.5% of White patients. Black patients were significantly less likely to have an order for a Food and Drug Administration-approved insomnia medication at all time points (adjusted hazard ratio [aHR] range: 0.37-0.73), and patients reporting Other race were less likely to have received an order at 2 (aHR 0.51, 95% confidence interval [CI] 0.28-0.94), 3 (aHR 0.33, 95% CI 0.13-0.79), and 4 years (aHR 0.21, 95% CI 0.06-0.71) of follow-up. Similar results were observed in a sensitivity analysis including off-label medications. CONCLUSIONS: Patients belonging to racial minority groups are less likely to be prescribed an insomnia medication than White patients after accounting for sociodemographic and clinical factors. Further research is needed to determine the extent to which patient preferences and physician perceptions affect these prescribing patterns and investigate potential disparities in nonpharmacologic treatment.


Asunto(s)
Disparidades en Atención de Salud , Hipnóticos y Sedantes , Pautas de la Práctica en Medicina , Grupos Raciales , Trastornos del Inicio y del Mantenimiento del Sueño , Tiempo de Tratamiento , Adulto , Humanos , Población Negra/estadística & datos numéricos , Grupos Minoritarios/estadística & datos numéricos , Grupos Raciales/estadística & datos numéricos , Estudios Retrospectivos , Trastornos del Inicio y del Mantenimiento del Sueño/tratamiento farmacológico , Trastornos del Inicio y del Mantenimiento del Sueño/epidemiología , Disparidades en Atención de Salud/etnología , Disparidades en Atención de Salud/estadística & datos numéricos , Hipnóticos y Sedantes/administración & dosificación , Hipnóticos y Sedantes/uso terapéutico , Pautas de la Práctica en Medicina/estadística & datos numéricos , Tiempo de Tratamiento/estadística & datos numéricos , Blanco/estadística & datos numéricos , Estados Unidos/epidemiología
17.
Pharmacy (Basel) ; 11(4)2023 Aug 02.
Artículo en Inglés | MEDLINE | ID: mdl-37624078

RESUMEN

Although the sharing of curricular content between health professional schools can reduce faculty burden, the literature provides little guidance to support these efforts. The objective of this investigation was to synthesize data from two prior studies to delineate recommendations guiding the future development of shared curricula in health professional education. Applying Rogers' Diffusion of Innovations Theory as a guiding framework, relevant data were extracted from a two-phase mixed-methods study evaluating the long-term impact of the shared Rx for Change: Clinician-Assisted Tobacco Cessation program. Phase 1, a qualitative study, involved telephone interviews with faculty participants of train-the-trainer workshops conducted between 2003 and 2005. These results informed the development of a phase 2 national survey, administered electronically as a long-term follow-up (13 to 15 years later) with train-the-trainer workshop participants. Results from the two studies were synthesized and summarized, producing seven key recommendations to guide development of shared curricula: (1) appeal to attendees, (2) relate content to clinical practice, (3) deliver live, in-person training, (4) develop high-quality materials, delivered by experts, (5) provide support, (6) meet accreditation standards, and (7) demonstrate effectiveness. Future program developers should consider these recommendations to enhance dissemination, adoption, and long-term sustainability of shared curricular content.

18.
PLoS One ; 18(9): e0290298, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37656731

RESUMEN

OBJECTIVE: In critically ill adults with delirium, biomarkers of systemic inflammation, astrocyte activation, neuroprotection, and systemic inflammation measured at one week of critical illness may be associated with mortality. DESIGN: Prospective observational study. SETTING: Intensive care unit (ICU). PATIENTS: 178 ICU patients with delirium, alive and remaining in ICU at one week. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Blood samples collected for a pair of previously published, negative, clinical trials were utilized. Samples were collected at study enrollment/ICU admission (Day 1 sample) and one week later (Day 8 sample), and analyzed for interleukins (IL)-6, 8, 10, Insulin-like Growth Factor (IGF), S100 Binding Protein (S100B), Tumor Necrosis Factor Alpha (TNF-A) and C-Reactive Protein (CRP). Delirium, delirium severity, and coma were assessed twice daily using Confusion Assessment Method for the Intensive Care Unit (CAM-ICU), CAM-ICU-7, and Richmond Agitation-Sedation Scale (RASS), respectively. Mortality was assessed until discharge using the electronic medical record. Logistic regression models adjusting for age, sex, severity of illness, comorbidities, sepsis, and randomization status, were used to assess the relationship among biomarkers and mortality. Higher IL-10 quartiles at day 8 were associated with increased odds of hospital mortality (IL-10: OR 2.00 95%CI: 1.1-3.65, p = 0.023). There was a significant interaction between day 1 and day 8 biomarker quartiles only for IL-6. Patients with IL-6 values in the first three quartiles on admission to the ICU that transitioned to higher IL-6 quartiles at day 8 had increased probability of hospital mortality. CONCLUSION: In this hypothesis-generating study, higher IL-6 and IL-10 quartiles at one week, and increase in IL-6 from day 1 to day 8 were associated with increased hospital mortality. Studies with larger sample sizes are needed to confirm the mechanisms for these observations.


Asunto(s)
Enfermedad Crítica , Delirio , Adulto , Humanos , Mortalidad Hospitalaria , Neuroprotección , Astrocitos , Interleucina-10 , Interleucina-6 , Estudios Prospectivos , Biomarcadores , Inflamación
19.
Contemp Clin Trials ; 127: 107124, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36804450

RESUMEN

BACKGROUND: Opioid use disorder (OUD) contributes to rising morbidity and mortality. Life-saving OUD treatments can be provided in primary care but most patients with OUD don't receive treatment. Comorbid depression and other conditions complicate OUD management, especially in primary care. The MI-CARE trial is a pragmatic randomized encouragement (Zelen) trial testing whether offering collaborative care (CC) to patients with OUD and clinically-significant depressive symptoms increases OUD medication treatment with buprenorphine and improves depression outcomes compared to usual care. METHODS: Adult primary care patients with OUD and depressive symptoms (n ≥ 800) from two statewide health systems: Kaiser Permanente Washington and Indiana University Health are identified with computer algorithms from electronic Health record (EHR) data and automatically enrolled. A random sub-sample (50%) of eligible patients is offered the MI-CARE intervention: a 12-month nurse-driven CC intervention that includes motivational interviewing and behavioral activation. The remaining 50% of the study cohort comprise the usual care comparison group and is never contacted. The primary outcome is days of buprenorphine treatment provided during the intervention period. The powered secondary outcome is change in Patient Health Questionnaire (PHQ)-9 depression scores. Both outcomes are obtained from secondary electronic healthcare sources and compared in "intent-to-treat" analyses. CONCLUSION: MI-CARE addresses the need for rigorous encouragement trials to evaluate benefits of offering CC to generalizable samples of patients with OUD and mental health conditions identified from EHRs, as they would be in practice, and comparing outcomes to usual primary care. We describe the design and implementation of the trial, currently underway. TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT05122676. Clinical trial registration date: November 17, 2021.


Asunto(s)
Buprenorfina , Entrevista Motivacional , Trastornos Relacionados con Opioides , Adulto , Humanos , Depresión/tratamiento farmacológico , Depresión/diagnóstico , Atención Dirigida al Paciente , Trastornos Relacionados con Opioides/tratamiento farmacológico , Buprenorfina/uso terapéutico , Ensayos Clínicos Controlados Aleatorios como Asunto
20.
J Gen Intern Med ; 27(5): 561-7, 2012 May.
Artículo en Inglés | MEDLINE | ID: mdl-22302355

RESUMEN

BACKGROUND: Approximately 40% of hospitalized older adults have cognitive impairment (CI) and are more prone to hospital-acquired complications. The Institute of Medicine suggests using health information technology to improve the overall safety and quality of the health care system. OBJECTIVE: Evaluate the efficacy of a clinical decision support system (CDSS) to improve the quality of care for hospitalized older adults with CI. DESIGN: A randomized controlled clinical trial. SETTING: A public hospital in Indianapolis. POPULATION: A total of 998 hospitalized older adults were screened for CI, and 424 patients (225 intervention, 199 control) with CI were enrolled in the trial with a mean age of 74.8, 59% African Americans, and 68% female. INTERVENTION: A CDSS alerts the physicians of the presence of CI, recommends early referral into a geriatric consult, and suggests discontinuation of the use of Foley catheterization, physical restraints, and anticholinergic drugs. MEASUREMENTS: Orders of a geriatric consult and discontinuation orders of Foley catheterization, physical restraints, or anticholinergic drugs. RESULTS: Using intent-to-treat analyses, there were no differences between the intervention and the control groups in geriatric consult orders (56% vs 49%, P = 0.21); discontinuation orders for Foley catheterization (61.7% vs 64.6%, P = 0.86); physical restraints (4.8% vs 0%, P = 0.86), or anticholinergic drugs (48.9% vs 31.2%, P = 0.11). CONCLUSION: A simple screening program for CI followed by a CDSS did not change physician prescribing behaviors or improve the process of care for hospitalized older adults with CI.


Asunto(s)
Trastornos del Conocimiento/terapia , Sistemas de Apoyo a Decisiones Clínicas , Evaluación Geriátrica/métodos , Calidad de la Atención de Salud , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Hospitalización , Humanos , Análisis de Intención de Tratar , Masculino , Encuestas y Cuestionarios
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