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1.
Neurologist ; 29(4): 250-253, 2024 Jul 01.
Artículo en Inglés | MEDLINE | ID: mdl-38797934

RESUMEN

INTRODUCTION: Solitary fibrous tumors (SFTs) of the central nervous system represent a unique entity with limited data on best treatment practices. CASE REPORT: Here, we present a case of multiply recurrent central nervous system SFT treated with radiation and immunotherapy. Immunotherapy was chosen based on mutations of genes encoding DNA repair enzymes detected through next-generation sequencing of the tumor, DNA polymerase epsilon catalytic subunit ( POLE ) and mutL homolog 1. The use of radiation and immunotherapy led to slight shrinkage and no recurrence of the tumor for over 2 years. CONCLUSION: The presence of somatic DNA repair enzyme gene mutations in SFT may suggest a benefit from a combination of radiotherapy and immunotherapy. This may serve as a biomarker for guiding management in patients with this rare tumor.


Asunto(s)
Inmunoterapia , Tumores Fibrosos Solitarios , Humanos , Inmunoterapia/métodos , Tumores Fibrosos Solitarios/terapia , Tumores Fibrosos Solitarios/diagnóstico por imagen , Hemangiopericitoma/terapia , Hemangiopericitoma/diagnóstico por imagen , Neoplasias del Sistema Nervioso Central/terapia , Neoplasias del Sistema Nervioso Central/diagnóstico por imagen , Masculino , Persona de Mediana Edad , Femenino
2.
J Neurointerv Surg ; 16(3): 253-260, 2024 Feb 12.
Artículo en Inglés | MEDLINE | ID: mdl-38184368

RESUMEN

BACKGROUND: Artificial intelligence (AI) has become a promising tool in medicine. ChatGPT, a large language model AI Chatbot, shows promise in supporting clinical practice. We assess the potential of ChatGPT as a clinical reasoning tool for mechanical thrombectomy in patients with stroke. METHODS: An internal validation of the abilities of ChatGPT was first performed using artificially created patient scenarios before assessment of real patient scenarios from the medical center's stroke database. All patients with large vessel occlusions who underwent mechanical thrombectomy at Tulane Medical Center between January 1, 2022 and December 31, 2022 were included in the study. The performance of ChatGPT in evaluating which patients should undergo mechanical thrombectomy was compared with the decisions made by board-certified stroke neurologists and neurointerventionalists. The interpretation skills, clinical reasoning, and accuracy of ChatGPT were analyzed. RESULTS: 102 patients with large vessel occlusions underwent mechanical thrombectomy. ChatGPT agreed with the physician's decision whether or not to pursue thrombectomy in 54.3% of the cases. ChatGPT had mistakes in 8.8% of the cases, consisting of mathematics, logic, and misinterpretation errors. In the internal validation phase, ChatGPT was able to provide nuanced clinical reasoning and was able to perform multi-step thinking, although with an increased rate of making mistakes. CONCLUSION: ChatGPT shows promise in clinical reasoning, including the ability to factor a patient's underlying comorbidities when considering mechanical thrombectomy. However, ChatGPT is prone to errors as well and should not be relied on as a sole decision-making tool in its present form, but it has potential to assist clinicians with more efficient work flow.


Asunto(s)
Inteligencia Artificial , Accidente Cerebrovascular , Humanos , Accidente Cerebrovascular/diagnóstico por imagen , Accidente Cerebrovascular/cirugía , Razonamiento Clínico , Bases de Datos Factuales , Trombectomía
3.
World Neurosurg ; 179: e342-e347, 2023 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-37634667

RESUMEN

BACKGROUND: ChatGPT is a large language model artificial intelligence chatbot that has been applied to different aspects of the medical field. Our study aims to assess the quality of chatGPT to evaluate patients based on their exams for different scores including Glasgow Coma Scale (GCS), intracranial hemorrhage score (ICH), and Hunt & Hess (H&H) classification. METHODS: We created batches of patient test cases with detailed neurological exams, totaling 20 cases and created variants of increasing complex phrasing of the test cases. Using ChatGPT, we assessed repeatability and quantified the errors, including the average error rate (AER) and magnitude of errors (AME). We repeated this process for the H&H and the ICH score using base cases. Specific prompts were created for each calculator. RESULTS: The GCS calculator on 10 base test cases had an AER/AME of 10%/0.150. The accuracy of ChatGPT decreased with increasing complexity; for example, in a variation where crucial information was missing, the AER was 45% for 20 cases. For H&H, AER/AME was 13%/0.13 and for ICH, AER/AME was 27.5%/0.325. Using a simple prompt resulted in a significantly higher error rate of 70%. CONCLUSIONS: ChatGPT demonstrates ability in this proof-of-concept experiment in evaluating neuroexams using established assessment scales including GCS, ICH, and H&H. However, it has limitations in accuracy and may "hallucinate" with complex or vague descriptions. Nonetheless, ChatGPT, has promising potential in medicine.


Asunto(s)
Medicina , Neurología , Humanos , Inteligencia Artificial , Escala de Coma de Glasgow , Hemorragias Intracraneales , Lenguaje
4.
Dig Dis Sci ; 68(4): 1464-1472, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36242686

RESUMEN

BACKGROUND: Recent real-world effectiveness studies investigating tofacitinib have been encouraging. Questions remain regarding the long-term effectiveness and safety of tofacitinib, effect on endoscopic remission rates, histologic changes, and alterations in fecal calprotectin levels. METHODS: This retrospective study includes consecutive patients with inflammatory bowel disease (IBD) who initiated tofacitinib therapy. We reviewed electronic medical records for demographic and clinical data, as well as all adverse events and hospitalizations. All patients receiving tofacitinib were included in the safety analysis and only patients with ulcerative colitis (UC) were included in the effectiveness analysis. RESULTS: 119 patients with IBD (97 UC, 12 CD, and 10 pouchitis) seen at our center between 2014 and 2020 were included in this study. Median follow-up was 32 weeks (interquartile range (IQR) 3-252). Clinical response and remission were observed in 70% and 21%, 59% and 33%, and 49%, and 37% at weeks 8, 24, and 52, respectively. Endo-histologic healing was achieved by 11%, 25%, and 37.5% of patients at weeks 8, 24, and 52, respectively. Histologic normalization occurred as early as 24 weeks in this cohort and was achieved by 26% of patients in endoscopic remission. Overall, there were 27 (25%) adverse events with 6 (5%) resulting in treatment discontinuation. There were 11 (10%) infections, none required treatment discontinuation. Ten (10.3%) patients underwent colectomy during the follow-up period. There were no cardiovascular adverse events in the cohort during follow-up. CONCLUSION: This study demonstrates the effectiveness and long-term safety of tofacitinib in patients with UC. Importantly, we show that the endpoint of endo-histologic healing is achievable with tofacitinib and can occur as early as week 8 of therapy.


Asunto(s)
Colitis Ulcerosa , Enfermedades Inflamatorias del Intestino , Humanos , Estudios Retrospectivos , Colitis Ulcerosa/diagnóstico , Colitis Ulcerosa/tratamiento farmacológico , Colitis Ulcerosa/patología , Enfermedades Inflamatorias del Intestino/tratamiento farmacológico , Piperidinas/efectos adversos
5.
Dig Dis Sci ; 67(3): 844-853, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-33761092

RESUMEN

BACKGROUND AND AIMS: It remains unknown whether ambulation or sleep predicts postoperative length of stay for patients with IBD. We aim to identify the utility of wearable biosensors in predicting postoperative length of stay for patients with IBD. METHODS: Associations of postoperative length of stay with step count/sleep duration/sleep efficiency measured by wearable biosensors were examined. The best-fitting multivariable linear regression model predicting length of stay was constructed using stepwise model selection. RESULTS: Final sample included 37 patients. Shorter sleep duration on postoperative day 4 (r = 0.51, p = 0.043) or 5 (r = 0.81, p = 0.0045) or higher sleep efficiency on postoperative day 5 (r = - 0.77, p = 0.0098) was associated with a shorter length of stay. Additionally, a more positive change in sleep efficiency from postoperative day 4-5 was associated with a shorter length of stay (r = - 0.77, p = 0.024). The best-fitting multivariable linear regression model revealed Clavien-Dindo grade 1 (p = 0.045) and interaction between Clavien-Dindo grade 2/3a and mean daily steps (p = 0.00038) are significant predictors of length of stay. The following variables were not significantly associated with length of stay: mean daily steps/sleep duration/sleep efficiency, average rate of change in these three variables, and changes in step count between successive postoperative days 1-5, sleep duration between successive postoperative days 2-5, and sleep efficiency between successive postoperative days 2-4. CONCLUSION: We demonstrated the utility of activity and sleep data from wearable biosensors in predicting length of stay. Patients with more severe complications may benefit more (i.e., reduced postoperative length of stay) from increased ambulation. However, overall, sleep duration/efficiency did not predict length of stay.


Asunto(s)
Técnicas Biosensibles , Procedimientos Quirúrgicos del Sistema Digestivo , Enfermedades Inflamatorias del Intestino , Dispositivos Electrónicos Vestibles , Procedimientos Quirúrgicos del Sistema Digestivo/efectos adversos , Humanos , Enfermedades Inflamatorias del Intestino/complicaciones , Enfermedades Inflamatorias del Intestino/diagnóstico , Enfermedades Inflamatorias del Intestino/cirugía , Tiempo de Internación , Complicaciones Posoperatorias/diagnóstico , Complicaciones Posoperatorias/etiología , Estudios Retrospectivos
6.
Clin Gastroenterol Hepatol ; 19(1): 104-110, 2021 01.
Artículo en Inglés | MEDLINE | ID: mdl-32109634

RESUMEN

BACKGROUND & AIMS: A subset of patients with Crohn's disease (CD) do not respond to ustekinumab at the standard dose of 90 mg every 8 weeks. Little is known about the efficacy of shortening the interval between doses. METHODS: We performed a retrospective study to determine the effectiveness of ustekinumab dose interval shortening, collecting data from 506 patients with CD who received subcutaneous ustekinumab 90 mg every 8 weeks at a single center. We obtained data from 110 patients who initially received subcutaneous ustekinumab 90 mg every 8 weeks and then had their interval shortened to every 4 weeks. Harvey Bradshaw Index (HBI) scores before and after the dose interval shortening was available for 78 patients in the cohort (71%), levels of C-reactive protein (CRP) for 60 patients (55%), and levels of fecal calprotectin for 8 patients (7%). RESULTS: Following dose interval shortening, the patients' median HBI decreased from 4.5 to 3 (P = .002), the median level of CRP decreased from 8 mg/L to 3 mg/L (P = .031), and median level of fecal calprotectin decreased from 378 µg/g to 157 µg/g (P = .57). Among patients who had an HBI >4, a level of CRP ≥5mg/dL, a level of fecal calprotectin >250ug/g, or endoscopic evidence for disease activity before dose interval shortening, after the dose interval was shortened, 28% achieved clinical remission (an HBI score ≤4), 22% had a normal level of CRP (<5 mg/dL), 50% had reduced levels of fecal calprotectin, and 36% achieved endoscopic remission. CONCLUSIONS: Shortening the ustekinumab 90 mg dose interval to 4 weeks for patients with CD who did not respond to doses every 8 weeks improved clinical and biological indices of disease activity. Patients who lose response to the standard dose of ustekinumab might benefit from dose interval shortening, which was effective and safe.


Asunto(s)
Enfermedad de Crohn , Ustekinumab , Proteína C-Reactiva/metabolismo , Enfermedad de Crohn/tratamiento farmacológico , Humanos , Complejo de Antígeno L1 de Leucocito , Inducción de Remisión , Estudios Retrospectivos , Índice de Severidad de la Enfermedad
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