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1.
Ann Surg ; 2024 May 06.
Artículo en Inglés | MEDLINE | ID: mdl-38708612

RESUMEN

OBJECTIVE: To assess informed consent documents from United States (US) institutions for verbiage regarding overlapping surgery. SUMMARY BACKGROUND DATA: Overlapping surgery remains a controversial practice. Recent guidance from the Senate Finance Committee and American College of Surgeons emphasizes transparency with patients regarding this practice through the informed consent process, but it remains unclear how many institutions adopted their recommendations. METHODS: Informed consent documents were collected from a national sample of 104 institutions and assessed for verbiage regarding overlapping surgery and/or attending absence during a surgical case. The verbiage of these forms was further analyzed for inclusion of key terms (e.g., "overlapping surgery," "critical portions") as well as transparency regarding surgeon absence. RESULTS: Thirty (29%) forms included verbiage regarding overlapping surgery and/or surgeon absence during a case. Most of these 30 utilized the terms "overlapping surgery" or "critical portions" (18 [60%] and 25 [83%], respectively), although only 3 (10%) explicitly stated that portions of the procedure that may be performed in the absence of the attending surgeon. Six forms (20%) specifically stated who may perform the procedure without the attending present, and 3 forms (10%) had patients acknowledge this section of the consent form with an additional signature or initial. Only 2 of the forms (7%) fulfilled all of the criteria set forth by the SFC. CONCLUSION: Detailed information regarding overlapping surgery is infrequently included in hospitals' procedure informed consent documents. Forms that include this information rarely provide explicit statements of attending presence and trainee participation, raising concerns regarding surgeon-patient transparency.

2.
Am J Otolaryngol ; 45(1): 104074, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-37865986

RESUMEN

IMPORTANCE: While there has been an increased understanding of the impact of visible neck scars in some patients with certain diseases, this has not yet been explored in the HPV+ OPSCC population. OBJECTIVE: To understand patients' perception of their scar and the impact on their quality of life (QOL) at least 6 months after neck dissection (ND) for HPV+ oropharyngeal squamous cell carcinoma (OPSCC). DESIGN, SETTING, AND PARTICIPANTS: In this retrospective case-control study, patients who underwent primary transoral robotic surgery (TORS) and ND for HPV+ OPSCC between 2016 and 2021 at a single tertiary care center were identified. Data analysis was performed in January 2022. MAIN OUTCOMES AND MEASURES: Dermatology Life Quality Index was modified (mDLQI) to assess patients' perceptions of their scars. The primary outcome was the mean mDLQI survey score with higher scores corresponding to worse perceptions. Three questions adapted from the Self-Consciousness Scale (SCS) were also included to assess awareness of appearance. All questions were scaled on a 0-3 Likert Scale. Tweedie generalized linear model was used to understand the relationship between mDLQI score and patient- and procedure-specific factors (including the three SCS survey questions). An additional exploratory logistic regression was performed to understand the risk factors for clinically significant mDLQI score change. RESULTS: A total of 67 patients (response rate 57 %) completed the survey with a mean mDLQI survey score of 0.84 (max 30). Although there was a statistically significant negative association between private insurance and mDLQI survey score (95 % Confidence Interval [CI]: -2.72 - -0.38), and a positive association between the SCS score and mDLQI survey score (95 % CI: 0.23-0.81) (p < 0.05), these variables were not found to be risk factors for a clinically significant difference in mDLQI on multivariable analysis. CONCLUSION: The majority of patients felt their neck scars did not interfere with their daily lives. Patient perceptions of neck scars were consistent despite differing patient characteristics and treatment regimens.


Asunto(s)
Carcinoma de Células Escamosas , Neoplasias de Cabeza y Cuello , Neoplasias Orofaríngeas , Infecciones por Papillomavirus , Procedimientos Quirúrgicos Robotizados , Humanos , Carcinoma de Células Escamosas de Cabeza y Cuello/cirugía , Carcinoma de Células Escamosas de Cabeza y Cuello/etiología , Disección del Cuello/efectos adversos , Calidad de Vida , Cicatriz/etiología , Carcinoma de Células Escamosas/patología , Estudios Retrospectivos , Estudios de Casos y Controles , Infecciones por Papillomavirus/complicaciones , Infecciones por Papillomavirus/cirugía , Neoplasias Orofaríngeas/patología , Neoplasias de Cabeza y Cuello/cirugía , Percepción , Procedimientos Quirúrgicos Robotizados/efectos adversos
3.
Curr Allergy Asthma Rep ; 23(12): 665-673, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-38047993

RESUMEN

PURPOSE OF REVIEW: With increasing industrialization, exposure to ambient and wildfire air pollution is projected to increase, necessitating further research to elucidate the complex relationship between exposure and sinonasal disease. This review aims to summarize the role of ambient and wildfire air pollution in chronic rhinosinusitis (CRS) and olfactory dysfunction and provide a perspective on gaps in the literature. RECENT FINDINGS: Based on an emerging body of evidence, exposure to ambient air pollutants is correlated with the development of chronic rhinosinusitis in healthy individuals and increased symptom severity in CRS patients. Studies have also found a robust relationship between long-term exposure to ambient air pollutants and olfactory dysfunction. Ambient air pollution exposure is increasingly recognized to impact the development and sequelae of sinonasal pathophysiology. Given the rising number of wildfire events and worsening impacts of climate change, further study of the impact of wildfire-related air pollution is a crucial emerging field.


Asunto(s)
Contaminantes Atmosféricos , Contaminación del Aire , Trastornos del Olfato , Rinosinusitis , Incendios Forestales , Humanos , Exposición a Riesgos Ambientales/efectos adversos , Exposición a Riesgos Ambientales/análisis , Contaminación del Aire/efectos adversos , Contaminantes Atmosféricos/efectos adversos , Material Particulado/efectos adversos
4.
Palliat Med ; 37(4): 627-637, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36609208

RESUMEN

BACKGROUND: Visual methods have been used extensively in social research to explore people's experiences of structural disadvantage. This indicates that they may provide a useful research approach to understanding equity-related concerns within palliative care. However, little has been published regarding the use of visual methods with people at the end of life. PURPOSE OF THE PAPER: In this article we draw on our experiences of using visual methods to illuminate the end of life experiences of people experiencing financial hardship and deprivation in Scotland's largest city. EVIDENCE USED TO SUPPORT THE INFORMATION PRESENTED: We present evidence from the published literature, as well as our own experiences of using visual methods to explore dying at home for people experiencing financial hardship and deprivation. Our analysis draws on two specific visual methods: photovoice and professional photography. Photovoice is a participatory visual method which involves enabling participants to take and discuss their own images and present them to different audiences to try to enact social change. We report our experiences as researchers, as well as those of our participants and recruitment partners. KEY LEARNING POINTS: To successfully use visual methods, researchers need to invest significant time and resource in building a strong rapport with participants. There are also key ethical, practical and representational challenges to consider. A participatory framework should be adopted which ensures agency for participants in terms of image creation and public dissemination. Participants reported value in using visual methods in terms of legacy building and self-representation. Using photovoice (insider's view) and professional photography (outsider's view) together offered complementary perspectives, enabling a rich layering of stories and meaning. Our findings indicate visual methods can illuminate aspects of the end of life experience not captured by other research methods.


Asunto(s)
Estrés Financiero , Enfermería de Cuidados Paliativos al Final de la Vida , Humanos , Cuidados Paliativos/métodos , Fotograbar , Muerte
5.
Am J Otolaryngol ; 42(4): 102992, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33640803

RESUMEN

INTRODUCTION: Neuroendocrine tumors of the head and neck are rare and arise either from epithelial or neuronal origin. Debate continues over the classification systems and appropriate management of these pathologies. OBJECTIVE: By investigating a small set of cases of high grade epithelial-derived neuroendocrine tumors of the head and neck (neuroendocrine carcinomas or NEC) from one institution, we compare survival rates of NEC of the head and neck to pulmonary NEC. METHODS: We identified patients from pathology records with neuroendocrine carcinomas of the head and neck and retrospectively collected clinical data as well as immunohistochemical (IHC) staining data. RESULTS: We identified 14 patients with NEC, arising from the parotid (n = 5), nasal cavity (n = 4), larynx (n = 2), and other regions (n = 2). One additional patient had NEC arising in two sites simultaneously (parotid and nasal). Staining patterns using IHC were relatively consistent across specimens, showing reactivity to chromogranin and synaptophysin in 73% and 100% of specimens, respectively. Treatment courses varied across patients and included combinations of surgery, chemotherapy, and/or radiation. The overall survival rate at 1, 2, and 5 years of these patients was 56%, 56%, and 43% with a mean follow-up time of 2.12 years. CONCLUSION: Compared to NEC arising in the lung, this subset of patients had better survival rates, but worse survival rates than the more common squamous cell carcinoma of the head and neck.


Asunto(s)
Carcinoma Neuroendocrino/mortalidad , Neoplasias de Cabeza y Cuello/mortalidad , Anciano , Carcinoma Neuroendocrino/patología , Carcinoma Neuroendocrino/terapia , Terapia Combinada , Femenino , Neoplasias de Cabeza y Cuello/patología , Neoplasias de Cabeza y Cuello/terapia , Humanos , Neoplasias Pulmonares/mortalidad , Neoplasias Pulmonares/patología , Neoplasias Pulmonares/terapia , Masculino , Persona de Mediana Edad , Carcinoma de Células Escamosas de Cabeza y Cuello/mortalidad , Carcinoma de Células Escamosas de Cabeza y Cuello/patología , Carcinoma de Células Escamosas de Cabeza y Cuello/terapia , Tasa de Supervivencia
6.
J Med Ethics ; 2020 Sep 21.
Artículo en Inglés | MEDLINE | ID: mdl-32958692

RESUMEN

Recent media articles have stirred controversy over anecdotal reports of medical students practising educational pelvic examinations on women under anaesthesia without explicit consent. The understandable public outrage that followed merits a substantive response from the medical community. As medical students, we offer a unique perspective on consent for trainee involvement informed by the transitional stage we occupy between patient and physician. We start by contextualising the role of educational pelvic examinations under anaesthesia (EUAs) within general clinical skill development in medical education. Then we analyse two main barriers to achieving explicit consent for educational pelvic EUAs: ambiguity within professional guidelines on how to operationalize 'explicit consent' and divergent patient and physician perspectives on harm which prevent physicians from understanding what a reasonable patient would want to know before a procedure. To overcome these barriers, we advocate for more research on patient perspectives to empower the reasonable patient standard. Next, we call for minimum disclosure standards informed by this research and created in conjunction with students, physicians and patients to improve the informed consent process and relieve medical student moral injury caused by performing 'unconsented' educational pelvic exams.

7.
Teach Learn Med ; 32(3): 345-351, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32000533

RESUMEN

Issue: Although there is consensus on the importance of including ethics in the medical school curriculum, there is wide variation in how this topic is taught. Recent literature also questions the effectiveness of current ethical teaching methods in changing student attitudes and future behavior. Furthermore, from the student perspective, there is a marked disconnect between the stated importance of and lack of effort in ethics courses. Evidence: Applying a student perspective of the hidden curriculum, as well as reviewing and applying insight from the available literature, we advocate for alignment of instructional design, content, and assessments. This article provides specific recommendations to increase student engagement in ethics courses and concludes by discussing whether a lack of engagement is attributable to intrinsic qualities of medical students in addition to pedagogical technique and educational setting and culture. Implications: This article has practical suggestions for medical educators to improve their ethics courses, leading to more well-rounded and thoughtful physicians.


Asunto(s)
Educación Médica/organización & administración , Ética Clínica/educación , Ética Médica/educación , Estudiantes de Medicina/estadística & datos numéricos , Curriculum , Educación de Pregrado en Medicina/organización & administración , Humanos , Modelos Educacionales , Relaciones Médico-Paciente/ética
8.
Otolaryngol Head Neck Surg ; 171(3): 923-926, 2024 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-38651615

RESUMEN

Topical budesonide irrigations are frequently prescribed after endoscopic sinus surgery (ESS) to manage mucosal inflammation. However, this off-label indication may conflict with health insurance formularies. We sought to quantify the relative frequency of postoperative budesonide prescriptions to determine if this could be considered common practice after ESS. We extracted and analyzed postoperative prescription data for patients undergoing ESS from 2016 to 2022 within our health care system. Overall, among 8157 ESS patients, 15.9% and 22.1% received topical budesonide prescriptions within 30 or 180 days postoperatively, respectively. On a year-over-year basis, budesonide prescription frequency increased significantly over time, culminating at 20.3% and 24.9% in 2022. Conversely, postoperative oral corticosteroid (OCS) prescriptions showed a decreasing frequency over the same time period (P < .001). Our results show topical budesonide irrigations are increasingly frequently prescribed after ESS and may offset postoperative OCS requirements. This argues for coverage of topical budesonide as a formulary medication after ESS.


Asunto(s)
Administración Tópica , Budesonida , Endoscopía , Humanos , Budesonida/administración & dosificación , Masculino , Femenino , Sinusitis/cirugía , Persona de Mediana Edad , Glucocorticoides/administración & dosificación , Adulto , Cuidados Posoperatorios/métodos , Pautas de la Práctica en Medicina/estadística & datos numéricos , Estudios Retrospectivos , Antiinflamatorios/administración & dosificación , Antiinflamatorios/uso terapéutico
9.
Ann Otol Rhinol Laryngol ; : 34894241282577, 2024 Sep 24.
Artículo en Inglés | MEDLINE | ID: mdl-39318089

RESUMEN

OBJECTIVE: Oral corticosteroids (OCS) are frequently prescribed by otolaryngologists. However, there are limited quantitative data on OCS-related adverse events (AEs) in otolaryngology. We sought to quantify OCS-related AEs in otolaryngology. METHODS: All outpatient otolaryngology encounters in our healthcare system (2018-2023) at which an OCS was prescribed were identified via the electronic medical record. The diagnoses indicating OCS were categorized as sinonasal, otologic, pharyngo-laryngeal, and other. The medical record was subsequently examined to assess for OCS AEs during the 21-day period following the prescription. OCS AEs were grouped into (1) gastrointestinal, (2) metabolic, (3) bone/muscle, (4) ophthalmologic, and/or (5) psychiatric complications. The frequency and types of OCS related AEs were determined. RESULTS: A total of 20 746 otolaryngology encounters with OCS prescribed were examined. Seventy OCS courses had 1 or more AEs, implying a number needed to harm of 296.4 (240.2-386.8). There were 83 total OCS-related AEs, yielding an AE incidence rate of 4.0:1000 (95% CI, 3.0-5.0:1000) OCS prescriptions. The mean age of subjects with AEs (61.5 years) was significantly higher than those without (50.3 years; P < .001). Forty-seven (56.6%) of the complications were metabolic, with hyperglycemia and hypokalemia the most common, followed by gastrointestinal (26.5%), ophthalmologic (3.6%), psychiatric (2.4%), and musculoskeletal (2.4%). CONCLUSION: AEs related to OCS prescribed by otolaryngologists occur at a rate of once per 296 courses of treatment and older populations may be at increased risk for AEs. Otolaryngologists should balance AE rates against anticipated benefits of steroid therapy. LEVEL OF EVIDENCE: 3.

10.
Artículo en Inglés | MEDLINE | ID: mdl-39110112

RESUMEN

KEY POINTS: Using 3D modeling, we studied the influence of orbital tumor morphology on post-operative outcomes. Orbital tumor volume did not influence postoperative complication rates. Less spherical tumors may be correlated with a more extensive surgical approach.

11.
Am J Rhinol Allergy ; 38(4): 211-217, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38623636

RESUMEN

BACKGROUND: No widely accepted, validated instrument currently exists to measure clinical outcomes in patients who undergo dacryocystorhinostomy (DCR) for treatment of epiphora. OBJECTIVE: To develop a patient-reported outcome measure applicable to this population. METHODS: Psychometric evaluations, consultation with experts, and review of the literature informed item generation of a 12-question questionnaire to incorporate the most relevant symptoms experienced by patients with nasolacrimal duct obstruction. This questionnaire, known as the Tearing Assessment and Rating Scale-12 (TEARS-12), was administered to 32 patients before and after intervention, in the form of endoscopic DCR. Statistical analysis was performed to measure internal consistency, responsiveness, and test-retest reliability. RESULTS: Pre-operative and post-operative TEARS-12 scores (28.2 [standard error (SE) 3.19] vs 11.8 [SE 3.25], respectively, P = 0.001) demonstrated improved patient outcome within 6 weeks following endoscopic DCR. Cronbach's alpha for the questionnaire was 0.90, indicating high overall reliability. Additionally, each question demonstrated internal reliability, with a corrected item-total correlation greater than 0.30. The intraclass correlation between the two pre-operative scores was 0.858 (P < 0.001), indicating high test-retest reliability. CONCLUSION: TEARS-12 is a statistically valid, easy-to-administer instrument to measure clinical outcomes in patients who undergo endoscopic DCR.


Asunto(s)
Dacriocistorrinostomía , Enfermedades del Aparato Lagrimal , Medición de Resultados Informados por el Paciente , Psicometría , Lágrimas , Humanos , Encuestas y Cuestionarios , Dacriocistorrinostomía/métodos , Femenino , Masculino , Persona de Mediana Edad , Reproducibilidad de los Resultados , Enfermedades del Aparato Lagrimal/cirugía , Enfermedades del Aparato Lagrimal/diagnóstico , Anciano , Resultado del Tratamiento , Obstrucción del Conducto Lagrimal/diagnóstico , Adulto , Endoscopía/métodos
12.
Artículo en Inglés | MEDLINE | ID: mdl-39498986

RESUMEN

KEY POINTS: Decreased overall dietary consumption of micronutrients may be linked to an increased risk of olfactory dysfunction (OD) including subjective report of OD, subjective report of phantosmia, and objective OD. Interactions were identified between these micronutrients, suggesting that outcomes may vary depending on the mixture of micronutrients taken.

13.
Int Forum Allergy Rhinol ; 14(1): 114-118, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-37365846

RESUMEN

KEY POINTS: Elevated IL-5, IL-13, IL-33, and CCL2 correlate with lower UPSIT scores in CRS and AERD patients. Elevated IL-5, IL-13, TNF-α, CCL2, and CXCL-8 correlate with higher SNOT-22 scores in CRS and AERD patients.


Asunto(s)
Pólipos Nasales , Rinitis , Rinosinusitis , Sinusitis , Humanos , Citocinas , Interleucina-13 , Prueba de Resultado Sino-Nasal , Interleucina-5 , Rinitis/diagnóstico , Sinusitis/diagnóstico , Enfermedad Crónica
14.
Int Forum Allergy Rhinol ; 14(1): 110-113, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-37325975

RESUMEN

KEY POINTS: IL-5, CCL2, and CXCL8 in sinus mucous are higher in patients with AERD relative to aspirin-tolerant patients with CRS These mediators are pleiotropic, leading to widescale inflammatory processes contributing to AERD AERD is not only a T2 disease but heterogeneous: this may explain the refractory nature of AERD.


Asunto(s)
Asma Inducida por Aspirina , Pólipos Nasales , Rinitis , Rinosinusitis , Sinusitis , Humanos , Aspirina/efectos adversos , Enfermedad Crónica
15.
Int J Pediatr Otorhinolaryngol ; 185: 112083, 2024 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-39217866

RESUMEN

BACKGROUND: High-risk neonates continuing to need enteral nutrition, but otherwise medically ready for discharge home from the NICU, are often offered ongoing hospitalization for nasogastric tube (NGT) feeding, versus discharge after placement of gastrostomy tube. Our group developed an interdisciplinary algorithm to support a third option-discharge home with enteral nutrition via NGT. Our objective was to develop a cross-institutional and interdisciplinary pathway to optimize outcomes for neonates discharged with NGTs. METHODS: A program to support home NGT feeding use was created, "Passport Home Program," based upon feedback from parents, nurses, speech-language pathologists, otolaryngologists, and neonatal intensivists, amongst others, spanning four hospitals across our health system. RESULTS: Standardized educational materials for caregivers of neonates requiring ongoing NGT feeding on discharge were created and consist of an in-hospital curriculum with specific competency thresholds, including demonstrating NGT replacement and confirmation with pH test strips. A discharge kit, including a QR code for a video reviewing safe techniques for home NGT placement, is distributed, along with support staff contact information. Members of an emergency department were trained in neonatal NGT replacement in case of issues after business hours. Each patient is followed in a dedicated outpatient multi-disciplinary clinic. DISCUSSION: This is an interdisciplinary and multi-institutional effort to standardize a pathway for neonates discharged home from the NICU with NGTs. This has the potential to lead to earlier discharge, better outcomes for patients and families, as well as lower costs. This best practice algorithm serves as an example pathway applicable across fields of medicine.


Asunto(s)
Algoritmos , Nutrición Enteral , Intubación Gastrointestinal , Alta del Paciente , Mejoramiento de la Calidad , Humanos , Recién Nacido , Servicios de Atención de Salud a Domicilio , Unidades de Cuidado Intensivo Neonatal , Femenino , Masculino
16.
JAMA Otolaryngol Head Neck Surg ; 150(4): 318-326, 2024 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-38451508

RESUMEN

Importance: Image guidance is an important adjunct for endoscopic sinus and skull base surgery. However, current systems require bulky external tracking equipment, and their use can interrupt efficient surgical workflow. Objective: To evaluate a trackerless surgical navigation system using 3-dimensional (3D) endoscopy and simultaneous localization and mapping (SLAM) algorithms in the anterior skull base. Design, Setting, and Participants: This interventional deceased donor cohort study and retrospective clinical case study was conducted at a tertiary academic medical center with human deceased donor specimens and a patient with anterior skull base pathology. Exposures: Participants underwent endoscopic endonasal transsphenoidal dissection and surface model reconstruction from stereoscopic video with registration to volumetric models segmented from computed tomography (CT) and magnetic resonance imaging. Main Outcomes and Measures: To assess the fidelity of surface model reconstruction and accuracy of surgical navigation and surface-CT model coregistration, 3 metrics were calculated: reconstruction error, registration error, and localization error. Results: In deceased donor models (n = 9), high-fidelity surface models of the posterior wall of the sphenoid sinus were reconstructed from stereoscopic video and coregistered to corresponding volumetric CT models. The mean (SD; range) reconstruction, registration, and localization errors were 0.60 (0.24; 0.36-0.93), 1.11 (0.49; 0.71-1.56) and 1.01 (0.17; 0.78-1.25) mm, respectively. In a clinical case study of a patient who underwent a 3D endoscopic endonasal transsphenoidal resection of a tubercular meningioma, a high-fidelity surface model of the posterior wall of the sphenoid was reconstructed from intraoperative stereoscopic video and coregistered to a volumetric preoperative fused CT magnetic resonance imaging model with a root-mean-square error of 1.38 mm. Conclusions and Relevance: The results of this study suggest that SLAM algorithm-based endoscopic endonasal surgery navigation is a novel, accurate, and trackerless approach to surgical navigation that uses 3D endoscopy and SLAM-based algorithms in lieu of conventional optical or electromagnetic tracking. While multiple challenges remain before clinical readiness, a SLAM algorithm-based endoscopic endonasal surgery navigation system has the potential to improve surgical efficiency, economy of motion, and safety.


Asunto(s)
Endoscopía , Cirugía Asistida por Computador , Humanos , Estudios de Cohortes , Estudios Retrospectivos , Endoscopía/métodos , Cirugía Asistida por Computador/métodos , Base del Cráneo/diagnóstico por imagen , Base del Cráneo/cirugía
17.
JCO Clin Cancer Inform ; 8: e2300207, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-38427922

RESUMEN

PURPOSE: Although immune checkpoint inhibitors (ICIs) have improved outcomes in certain patients with cancer, they can also cause life-threatening immunotoxicities. Predicting immunotoxicity risks alongside response could provide a personalized risk-benefit profile, inform therapeutic decision making, and improve clinical trial cohort selection. We aimed to build a machine learning (ML) framework using routine electronic health record (EHR) data to predict hepatitis, colitis, pneumonitis, and 1-year overall survival. METHODS: Real-world EHR data of more than 2,200 patients treated with ICI through December 31, 2018, were used to develop predictive models. Using a prediction time point of ICI initiation, a 1-year prediction time window was applied to create binary labels for the four outcomes for each patient. Feature engineering involved aggregating laboratory measurements over appropriate time windows (60-365 days). Patients were randomly partitioned into training (80%) and test (20%) sets. Random forest classifiers were developed using a rigorous model development framework. RESULTS: The patient cohort had a median age of 63 years and was 61.8% male. Patients predominantly had melanoma (37.8%), lung cancer (27.3%), or genitourinary cancer (16.4%). They were treated with PD-1 (60.4%), PD-L1 (9.0%), and CTLA-4 (19.7%) ICIs. Our models demonstrate reasonably strong performance, with AUCs of 0.739, 0.729, 0.755, and 0.752 for the pneumonitis, hepatitis, colitis, and 1-year overall survival models, respectively. Each model relies on an outcome-specific feature set, though some features are shared among models. CONCLUSION: To our knowledge, this is the first ML solution that assesses individual ICI risk-benefit profiles based predominantly on routine structured EHR data. As such, use of our ML solution will not require additional data collection or documentation in the clinic.


Asunto(s)
Colitis , Hepatitis , Neumonía , Humanos , Masculino , Persona de Mediana Edad , Femenino , Inhibidores de Puntos de Control Inmunológico , Instituciones de Atención Ambulatoria , Neumonía/inducido químicamente , Neumonía/diagnóstico
18.
OTO Open ; 8(1): e105, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38259521

RESUMEN

Objective: To review new drugs and devices relevant to otolaryngology approved by the Food and Drug Administration (FDA) in 2022. Data Sources: Publicly available FDA data on drugs and devices approved in 2022. Review Methods: A preliminary screen was conducted to identify drugs and devices relevant to otolaryngology. A secondary screen by members of the American Academy of Otolaryngology-Head and Neck Surgery's (AAO-HNS) Medical Devices and Drugs Committee differentiated between minor updates and new approvals. The final list of drugs and devices was sent to members of each subspecialty for review and analysis. Conclusion: A total of 1251 devices and 37 drugs were identified on preliminary screening. Of these, 329 devices and 5 drugs were sent to subspecialists for further review, from which 37 devices and 2 novel drugs were selected for further analysis. The newly approved devices spanned all subspecialties within otolaryngology. Many of the newly approved devices aimed to enhance patient experience, including over-the-counter hearing aids, sleep monitoring devices, and refined CPAP devices. Other advances aimed to improve surgical access, convenience, or comfort in the operating room and clinic. Implications for Practice: Many new devices and drugs are approved each year to improve patient care and care delivery. By staying up to date with these advances, otolaryngologists can leverage new innovations to improve the safety and quality of care. Given the recent approval of these devices, further studies are needed to assess long-term impact within the field of otolaryngology.

19.
OTO Open ; 7(2): e58, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37287493

RESUMEN

Objective: To quantify the changes in prevalence and impact of dizziness and balance disorders in adults from 2008 to 2016. Study Design: Epidemiological survey analysis. Setting: United States. Methods: The balance modules of the adult 2008 and 2016 National Health Interview Surveys were examined, and persons reporting dizziness or balance problems identified. The prevalence of balance problems was determined and compared over time, adjusting for age and sex. Among those with balance problems, associated symptoms and self-reported functional limitations were quantified and compared over time. Results: In 2016, 36.8 ± 1.0 million (15.5% ± 0.3%) adults reported a balance problem in the past year, versus 24.2 ± 0.7 million (11.% ± 0.3%) in 2008 (p < .001). After adjustment for age and sex, this percentage increase remained significant (odds ratio 1.435 [1.332-1.546], p < .001). Among those with balance problems, significantly more patients reported specific issues with feeling: off-balance (69.4% vs. 65.4%; p = .005), faint (48.5% vs. 40.3%; p < .001), or vertiginous (45.9% vs. 39.3%; p < .001) in 2016 than 2008. More adults experienced anxiety (29.4% vs. 19.4%; p < .001) and depression (16.3% vs. 12.9%; p = .002) with their balance problems in 2016 than in 2008. In 2016, adults with balance problems were limited in ability to drive motor vehicles (13.0%), exercise (14.4%), or walk downstairs (12.8%). These rates were not significantly different from 2008 (all p > .05). Conclusion: In this nationally representative analysis, we found a significantly increasing prevalence of balance problems and associated psychiatric symptom burden. This merits attention with respect to present and future health care resource allocation.

20.
Curr Opin Allergy Clin Immunol ; 23(1): 9-13, 2023 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-36539378

RESUMEN

PURPOSE OF REVIEW: Chronic rhinosinusitis with nasal polyps (CRSwNP) carries a high disease burden, and many studies have been done investigating the efficacy of various medical and surgical therapies. However, outcome metrics have varied across these studies, making it difficult to compare therapeutic efficacy on a large scale. In this article, we discuss various outcome metrics used across prior studies as well as the relationship between these measures. RECENT FINDINGS: Outcome metrics in CRSwNP studies include both clinically assessed and patient-reported outcome measures (PROMs). The former includes olfaction testing, scoring systems based on imaging and endoscopic evaluation, and histopathological and immunohistochemical evaluation of sinus tissue, and the latter includes quality-of-life instruments, symptom severity scales, and disease-control instruments. Recent studies evaluating the efficacy of new biologics have used a combination of both types of metrics. SUMMARY: Both clinical metrics and patient-reported outcomes provide utility in evaluating disease severity and control in patients with CRSwNP, although there are nuances when comparing therapies in this population as patients with CRSwNP are heterogeneous and may have symptoms across several domains. However, PROMs in conjunction with clinical metrics provide useful information to assess patient symptoms and response to interventions.


Asunto(s)
Pólipos Nasales , Rinitis , Sinusitis , Humanos , Rinitis/terapia , Rinitis/tratamiento farmacológico , Pólipos Nasales/tratamiento farmacológico , Sinusitis/terapia , Sinusitis/tratamiento farmacológico , Enfermedad Crónica
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