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1.
J Biopharm Stat ; : 1-17, 2024 Apr 01.
Article in English | MEDLINE | ID: mdl-38562014

ABSTRACT

Bayesian logistic regression model (BLRM) is widely used to guide dose escalation decisions in phase 1 oncology trials. An important feature of BLRM design is the appealing safety performance due to its escalation with overdose control (EWOC). However, some recent literature indicates that BLRM with EWOC may have a relatively low probability to find the maximum tolerated dose (MTD) compared to some other dose escalation designs. This work discusses this design problem and proposes a practical solution to improve the performance of BLRM design. Specifically, we suggest increasing the EWOC cutoff from routine value 0.25 to a value between 0.3 and 0.4, which will increase the chance of finding the correct MTD with minimal compromise to overdosing risk. Our comparative simulation studies indicate that BLRM with an increased EWOC cutoff has comparable operating characteristics on the correct MTD selection and over-toxicity control as other dose escalation designs (BOIN, mTPI, keyboard, etc.). Moreover, we compare the methodology and operating characteristics of BLRM designs with various decision rules that allow more flexible overdosing control. A case study of dose escalation in a recent phase 1 oncology trial is provided to show how BLRM with optimal EWOC cutoff operates well in practice.

2.
Radiother Oncol ; 182: 109553, 2023 05.
Article in English | MEDLINE | ID: mdl-36813178

ABSTRACT

PURPOSE: To identify metrics of radiation dose delivered to highly ventilated lung that are predictive of radiation-induced pneumonitis. METHODS AND MATERIALS: A cohort of 90 patients with locally advanced non-small cell lung cancer treated with standard fractionated radiation therapy (RT) (60-66 Gy in 30-33 fractions) were evaluated. Regional lung ventilation was determined from pre-RT 4-dimensional computed tomography (4DCT) using the Jacobian determinant of a B-spline deformable image registration to estimate lung tissue expansion during respiration. Multiple voxel-wise population- and individual-based thresholds for defining high functioning lung were considered. Mean dose and volumes receiving dose ≥ 5-60 Gy were analyzed for both total lung-ITV (MLD,V5-V60) and highly ventilated functional lung-ITV (fMLD,fV5-fV60). The primary endpoint was symptomatic grade 2+ (G2+) pneumonitis. Receiver operator curve (ROC) analyses were used to identify predictors of pneumonitis. RESULTS: G2+ pneumonitis occurred in 22.2% of patients, with no differences between stage, smoking status, COPD, or chemo/immunotherapy use between G<2 and G2+ patients (P≥ 0.18). Highly ventilated lung was defined as voxels exceeding the population-wide median of 18% voxel-level expansion. All total and functional metrics were significantly different between patients with and without pneumonitis (P≤ 0.039). Optimal ROC points predicting pneumonitis from functional lung dose were fMLD ≤ 12.3 Gy, fV5 ≤ 54% and fV20 ≤ 19 %. Patients with fMLD ≤ 12.3 Gy had a 14% risk of developing G2+ pneumonitis whereas risk significantly increased to 35% for those with fMLD > 12.3 Gy (P = 0.035). CONCLUSIONS: Dose to highly ventilated lung is associated with symptomatic pneumonitis and treatment planning strategies should focus on limiting dose to functional regions. These findings provide important metrics to be used in functional lung avoidance RT planning and designing clinical trials.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Radiation Pneumonitis , Humans , Lung Neoplasms/radiotherapy , Carcinoma, Non-Small-Cell Lung/radiotherapy , Lung/diagnostic imaging , Radiation Pneumonitis/diagnosis , Radiation Pneumonitis/etiology , Respiration
3.
Nicotine Tob Res ; 25(6): 1184-1193, 2023 05 22.
Article in English | MEDLINE | ID: mdl-36069915

ABSTRACT

INTRODUCTION: Available evidence is mixed concerning associations between smoking status and COVID-19 clinical outcomes. Effects of nicotine replacement therapy (NRT) and vaccination status on COVID-19 outcomes in smokers are unknown. METHODS: Electronic health record data from 104 590 COVID-19 patients hospitalized February 1, 2020 to September 30, 2021 in 21 U.S. health systems were analyzed to assess associations of smoking status, in-hospital NRT prescription, and vaccination status with in-hospital death and ICU admission. RESULTS: Current (n = 7764) and never smokers (n = 57 454) did not differ on outcomes after adjustment for age, sex, race, ethnicity, insurance, body mass index, and comorbidities. Former (vs never) smokers (n = 33 101) had higher adjusted odds of death (aOR, 1.11; 95% CI, 1.06-1.17) and ICU admission (aOR, 1.07; 95% CI, 1.04-1.11). Among current smokers, NRT prescription was associated with reduced mortality (aOR, 0.64; 95% CI, 0.50-0.82). Vaccination effects were significantly moderated by smoking status; vaccination was more strongly associated with reduced mortality among current (aOR, 0.29; 95% CI, 0.16-0.66) and former smokers (aOR, 0.47; 95% CI, 0.39-0.57) than for never smokers (aOR, 0.67; 95% CI, 0.57, 0.79). Vaccination was associated with reduced ICU admission more strongly among former (aOR, 0.74; 95% CI, 0.66-0.83) than never smokers (aOR, 0.87; 95% CI, 0.79-0.97). CONCLUSIONS: Former but not current smokers hospitalized with COVID-19 are at higher risk for severe outcomes. SARS-CoV-2 vaccination is associated with better hospital outcomes in COVID-19 patients, especially current and former smokers. NRT during COVID-19 hospitalization may reduce mortality for current smokers. IMPLICATIONS: Prior findings regarding associations between smoking and severe COVID-19 disease outcomes have been inconsistent. This large cohort study suggests potential beneficial effects of nicotine replacement therapy on COVID-19 outcomes in current smokers and outsized benefits of SARS-CoV-2 vaccination in current and former smokers. Such findings may influence clinical practice and prevention efforts and motivate additional research that explores mechanisms for these effects.


Subject(s)
COVID-19 , Smoking Cessation , Humans , Nicotine/therapeutic use , Cohort Studies , Hospital Mortality , COVID-19 Vaccines/therapeutic use , Universities , Wisconsin , COVID-19/epidemiology , COVID-19/prevention & control , SARS-CoV-2 , Tobacco Use Cessation Devices , Smoking/epidemiology , Hospitals
4.
Cancer Epidemiol Biomarkers Prev ; 32(1): 12-21, 2023 01 09.
Article in English | MEDLINE | ID: mdl-35965473

ABSTRACT

BACKGROUND: There is mixed evidence about the relations of current versus past cancer with severe COVID-19 outcomes and how they vary by patient and cancer characteristics. METHODS: Electronic health record data of 104,590 adult hospitalized patients with COVID-19 were obtained from 21 United States health systems from February 2020 through September 2021. In-hospital mortality and ICU admission were predicted from current and past cancer diagnoses. Moderation by patient characteristics, vaccination status, cancer type, and year of the pandemic was examined. RESULTS: 6.8% of the patients had current (n = 7,141) and 6.5% had past (n = 6,749) cancer diagnoses. Current cancer predicted both severe outcomes but past cancer did not; adjusted odds ratios (aOR) for mortality were 1.58 [95% confidence interval (CI), 1.46-1.70] and 1.04 (95% CI, 0.96-1.13), respectively. Mortality rates decreased over the pandemic but the incremental risk of current cancer persisted, with the increment being larger among younger vs. older patients. Prior COVID-19 vaccination reduced mortality generally and among those with current cancer (aOR, 0.69; 95% CI, 0.53-0.90). CONCLUSIONS: Current cancer, especially among younger patients, posed a substantially increased risk for death and ICU admission among patients with COVID-19; prior COVID-19 vaccination mitigated the risk associated with current cancer. Past history of cancer was not associated with higher risks for severe COVID-19 outcomes for most cancer types. IMPACT: This study clarifies the characteristics that modify the risk associated with cancer on severe COVID-19 outcomes across the first 20 months of the COVID-19 pandemic. See related commentary by Egan et al., p. 3.


Subject(s)
COVID-19 , Neoplasms , Adult , Humans , COVID-19 Vaccines , Pandemics , Universities , Wisconsin , COVID-19/epidemiology , Neoplasms/epidemiology , Neoplasms/therapy , Hospitalization
5.
PLoS One ; 17(9): e0274571, 2022.
Article in English | MEDLINE | ID: mdl-36170336

ABSTRACT

MAIN OBJECTIVE: There is limited information on how patient outcomes have changed during the COVID-19 pandemic. This study characterizes changes in mortality, intubation, and ICU admission rates during the first 20 months of the pandemic. STUDY DESIGN AND METHODS: University of Wisconsin researchers collected and harmonized electronic health record data from 1.1 million COVID-19 patients across 21 United States health systems from February 2020 through September 2021. The analysis comprised data from 104,590 adult hospitalized COVID-19 patients. Inclusion criteria for the analysis were: (1) age 18 years or older; (2) COVID-19 ICD-10 diagnosis during hospitalization and/or a positive COVID-19 PCR test in a 14-day window (+/- 7 days of hospital admission); and (3) health system contact prior to COVID-19 hospitalization. Outcomes assessed were: (1) mortality (primary), (2) endotracheal intubation, and (3) ICU admission. RESULTS AND SIGNIFICANCE: The 104,590 hospitalized participants had a mean age of 61.7 years and were 50.4% female, 24% Black, and 56.8% White. Overall risk-standardized mortality (adjusted for age, sex, race, ethnicity, body mass index, insurance status and medical comorbidities) declined from 16% of hospitalized COVID-19 patients (95% CI: 16% to 17%) early in the pandemic (February-April 2020) to 9% (CI: 9% to 10%) later (July-September 2021). Among subpopulations, males (vs. females), those on Medicare (vs. those on commercial insurance), the severely obese (vs. normal weight), and those aged 60 and older (vs. younger individuals) had especially high mortality rates both early and late in the pandemic. ICU admission and intubation rates also declined across these 20 months. CONCLUSIONS: Mortality, intubation, and ICU admission rates improved markedly over the first 20 months of the pandemic among adult hospitalized COVID-19 patients although gains varied by subpopulation. These data provide important information on the course of COVID-19 and identify hospitalized patient groups at heightened risk for negative outcomes. TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT04506528 (https://clinicaltrials.gov/ct2/show/NCT04506528).


Subject(s)
COVID-19 , Intensive Care Units , Adult , Aged , COVID-19/mortality , COVID-19/therapy , Female , Hospital Mortality , Hospitalization , Humans , Intubation, Intratracheal , Male , Medicare , Middle Aged , Pandemics , United States/epidemiology
6.
J Vet Intern Med ; 35(4): 1826-1833, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34223667

ABSTRACT

BACKGROUND: In dogs, antiepileptic drugs (AED) cause lethargy but quantitative data regarding the effects of AED on activity levels are not available, and little is known about how AEDs affect sleep quality. OBJECTIVE: To quantitatively compare activity levels and nocturnal activity in dogs previously diagnosed with idiopathic epilepsy (IE) receiving AEDs compared to age- and breed-matched control dogs. ANIMALS: Sixty-two dogs with IE and 310 control dogs. METHODS: This is a 3-month prospective parallel observational study. An activity monitoring device for dogs was used to measure daily activity levels and sleep scores in all dogs. RESULTS: Dogs with IE treated with AEDs had an 18% average lower baseline activity level compared to control dogs (P = .005; point estimate = 0.82, 95% confidence interval [CI], 0.75-0.90). The combination of phenobarbital and potassium bromide (KBr) was associated with an average 28% decrease in activity in dogs with IE compared to control dogs (P = .03; point estimate = 0.72; CI, 0.62-0.82). Mean sleep scores were not significantly different in dogs with IE receiving AEDs compared to control dogs (P = .43). However, higher dosages of KBr were associated with lower sleep scores (P = .01). CONCLUSIONS: Dogs with IE receiving AEDs have lower activity levels, but no difference in sleep scores, compared to controls. The combination of phenobarbital and KBr had the largest decrease in activity between groups. Higher doses of KBr may affect nocturnal activity in epileptic dogs.


Subject(s)
Dog Diseases , Epilepsy , Animals , Anticonvulsants/therapeutic use , Dog Diseases/drug therapy , Dogs , Epilepsy/drug therapy , Epilepsy/veterinary , Phenobarbital/therapeutic use , Prospective Studies
7.
Facial Plast Surg ; 36(6): 768-772, 2020 Dec.
Article in English | MEDLINE | ID: mdl-33368134

ABSTRACT

Reconstruction of head and neck surgical defects can be a complicated, costly process. While the era of cost-effective medicine has begun to broadly question the necessity of high-cost care, times of extraordinary sociomedical demand bring increased scrutiny to even routine costs and resource utilization. Within this context, we reviewed the advantages, drawbacks, and financial costs of both regional and free flap reconstructions, namely the decreased costs and hospital resource utilization that may be associated with reconstruction using regional flaps. Although beset by reports of partial necrosis in certain regional flaps-particularly the submental island, cervicofacial advancement, and supraclavicular artery island flaps-many reports have demonstrated complication and flap failure rates equivalent to those of free flaps. Additionally, regional flaps have been associated with decreased costs for hospital stay, most notably in cases of postoperative complications. In cases necessitating free flap reconstruction, cost-savings strategies such as bypassing postoperative intensive care unit admissions have been shown to provide satisfactory, safe outcomes. As the head and neck surgeon continues to adapt to the medical pressures of a global pandemic, resource-sparing approaches to oncologic care will persist in their newfound importance.


Subject(s)
Free Tissue Flaps , Head and Neck Neoplasms , Plastic Surgery Procedures , Head and Neck Neoplasms/surgery , Humans , Neck , Retrospective Studies , Treatment Outcome
8.
Ann Otol Rhinol Laryngol ; 129(7): 657-661, 2020 Jul.
Article in English | MEDLINE | ID: mdl-32037846

ABSTRACT

BACKGROUND: Medullary thyroid carcinoma (MTC) accounts for 1% to 2% of thyroid cancers in the United States. When identified early, total thyroidectomy is most often curative. However, in advanced disease, more aggressive treatment such as laryngectomy and esophagectomy may be indicated. Postsurgical fistula formation and leak is a potential complication in such cases. These fistulas are most likely to occur at the anastomotic site in cases of laryngectomy or esophagectomy. Concomitant chemotherapy and radiation increase this risk. Tyrosine kinase inhibitors (TKI) such as Cabozantinib are used as therapy for metastatic MTC. These drugs have previously been associated with dehiscence of anastomotic sites in the gastrointestinal tract. While previously identified in the bowel, this report represents the first documented case of gastropharyngeal anastomosis leak described in the context of TKI use for head and neck cancer. CASE PRESENTATION: We present the case of a 72-year-old male previously diagnosed with MTC. His gastropharyngeal anastomosis status-post laryngopharyngectomy and gastric pull up had been stable for 23 years. Over the past year, he developed back pain and was found to have spinal metastases of MTC. He was subsequently started on Cabozantinib to slow the progression of the disease. Within months of starting this TKI, a bleeding pharyngocutaneous fistula developed at the anastomosis site of the gastric pull up and pharynx. Upon discontinuation of Cabozantinib, the fistula healed with no further complications. CONCLUSIONS: To our knowledge, this is the first documented case of gastropharyngeal anastomotic leak related to TKI use. A causal relationship is highly plausible given the previously stable anastomosis and the suspicious advent of complications within months of initiation of this new drug. While previously limited to cases of intraabdominal bowel dehiscence, this report now suggests that wound dehiscence must be considered a known side effect of TKIs throughout the gastrointestinal tract, including the gastropharynx. As such, the risk of anastomotic dehiscence should be discussed with the patient prior to starting a TKI.


Subject(s)
Anastomotic Leak/chemically induced , Anilides/adverse effects , Carcinoma, Neuroendocrine/drug therapy , Pharynx/surgery , Protein Kinase Inhibitors/adverse effects , Pyridines/adverse effects , Spinal Neoplasms/drug therapy , Stomach/surgery , Thyroid Neoplasms/drug therapy , Aged , Anastomosis, Surgical , Carcinoma, Neuroendocrine/secondary , Carcinoma, Neuroendocrine/surgery , Esophagectomy , Humans , Laryngectomy , Male , Spinal Neoplasms/secondary , Thyroid Neoplasms/secondary , Thyroid Neoplasms/surgery , Thyroidectomy
9.
J Neurol Surg B Skull Base ; 80(6): 632-639, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31750050

ABSTRACT

Objective This study was aimed to perform a systematic literature review by examining outcomes in patients with sporadic vestibular schwannoma (VS) undergoing ipsilateral cochlear implant (CI). Data Sources PubMed-NCBI (National Center for Biotechnology Information) and Scopus databases were searched through October 2017. Study Selection Studies reporting auditory outcomes for each patient when a CI was placed with an ipsilateral sporadic VS were included. Main Outcome Measures Demographic variables, VS characteristics, preoperative hearing metrics, duration of deafness, CI type, approach to tumor resection, postoperative auditory outcomes, and postoperative tinnitus outcomes were reported for each eligible patient within studies. Each study was evaluated for quality and bias. Results Fifteen studies and 45 patients met inclusion criteria. Mean speech discrimination score (SDS) improved from 30.0 to 56.4% after CI placement. The majority when reported had an improvement in tinnitus. Preoperative ipsilateral SDS was a negative predictor of postoperative SDS, while neither tumor resection status, tumor location, duration of deafness, ipsilateral pure tone average, nor timing of CI placement had a significant effect on patient outcome. Conclusions Notwithstanding the challenges inherent with surveillance magnetic resonance imaging (MRI) in the setting of a cochlear implant magnet, select sporadic vestibular schwannoma patients can be considered for cochlear implantation.

10.
Otolaryngol Head Neck Surg ; 157(1): 30-35, 2017 07.
Article in English | MEDLINE | ID: mdl-28418784

ABSTRACT

Objective The aim of our study is to determine if a fresh cadaver model (FCM) for the instruction of ultrasound (US)-guided fine-needle aspiration (FNA) of thyroid nodules is a practical method for instruction. Study Design Pre- and postinstruction assessment of medical students' ability to perform US-guided FNA of artificially created thyroid nodules placed adjacent to the thyroid gland of a fresh cadaver. Setting University-based fresh cadaver laboratory. Subjects and Methods Study participants included a total of 17 first- and second-year medical students with minimal US training. Technical skills were assessed using a 10-item checklist. In addition, a cognitive assessment regarding the indications, contraindications, and complications of the procedure was completed. A postinstruction assessment was provided for participants 5 weeks after their initial assessment. Differences between pre- and postinstruction assessment scores of technical skills were analyzed using McNemar's test. The mean cognitive knowledge gain was analyzed using a paired 2-sample t test. Results Eight of 10 items on the skills checklist were statistically significant between pre- and postinstruction skills assessment ( P < .05). There was a statistically significant change in cognitive knowledge gain regarding the contraindications of the procedure ( P = .001), but not for indications or complications ( P = .104 and P = .111, respectively). Conclusion US-guided FNA continues to be an important diagnostic procedure in the workup of thyroid nodules, making it an essential skill to integrate into surgical skills lab. Our FCM for the instruction of US-guided FNA is the first of its kind, and this pilot study shows this is a viable method for instruction.


Subject(s)
Biopsy, Fine-Needle/methods , Education, Medical, Undergraduate , Otolaryngology/education , Thyroid Neoplasms/pathology , Ultrasonography, Interventional , Cadaver , Checklist , Clinical Competence , Educational Measurement , Female , Humans , Male , Young Adult
11.
Am J Rhinol Allergy ; 30(5): 344-50, 2016 Sep.
Article in English | MEDLINE | ID: mdl-27657900

ABSTRACT

INTRODUCTION: Accountable care organizations (ACO) and alternative payment models are a sign of the change in reimbursement from fee-for-service to value-based reimbursement. The focus of health care under ACOs is represented by the Triple Aim: to improve the experience of health care, improve the health of populations, and reduce the per capita costs. Individuals with chronic rhinosinusitis (CRS) are heavy consumers of health care services. Results of recent studies have indicated that there is the potential for improved outcomes and cost savings from early surgical intervention. Adhering to the principles of the Triple Aim may signal a paradigm shift in regard to timing of intervention for CRS in certain patients. METHODS: A scoping review was performed to analyze the current literature related to management of CRS and the impact on cost, population health outcomes, and the patient's experience of health care. RESULTS: A growing body of literature indicates that, in appropriately selected patients, when compared with medical management, endoscopic sinus surgery has the potential to improve patient outcomes and reduce the long-term cost burden of CRS. CONCLUSION: With the advent of ACOs, a paradigm shift in the treatment of CRS is inevitable to better conform to the goals of the Triple Aim. Future treatment algorithms will need to account for the heterogeneity within CRS and seek to identify appropriate timing and interventions for patients on an individual basis if the value of health care is to be improved.


Subject(s)
Accountable Care Organizations , Endoscopy , Paranasal Sinuses/surgery , Rhinitis/epidemiology , Sinusitis/epidemiology , Chronic Disease , Cost-Benefit Analysis , Disease Management , Humans , Quality Improvement , Rhinitis/economics , Rhinitis/surgery , Sinusitis/economics , Sinusitis/surgery , United States/epidemiology
12.
J Clin Neurosci ; 30: 160-162, 2016 Aug.
Article in English | MEDLINE | ID: mdl-27056674

ABSTRACT

Osteoradionecrosis is a known complication following radiation therapy, presenting most commonly in the cervical spine as a delayed consequence of radiation that is often necessary in the management of head and neck cancers. In contrast, osteoradionecrosis has rarely been described in the lumbar spine. Here we describe, to our knowledge, the first reported case of lumbar spine osteoradionecrosis, after adjuvant radiation for a primary spinal cord tumor, leading to progressive degenerative scoliosis which required subsequent operative management. Established guidelines recommend that mature bone can tolerate a dose of up to 6000 cGy without injury. However, once bone has been exposed to radiation over this level progressive soft tissue changes may lead to devascularization, leaving the bone vulnerable to osteonecrosis, specifically when manipulated. Radiation necrosis can be progressive and lead to eventual mechanical instability requiring debridement and surgical fixation. In the setting of the lumbar spine, osseous necrosis can lead to biomechanical instability, deformity, pain, and neurologic deficit.


Subject(s)
Ependymoma/surgery , Lumbar Vertebrae/surgery , Osteoradionecrosis/surgery , Scoliosis/surgery , Spinal Fusion/methods , Spinal Neoplasms/surgery , Aged , Ependymoma/complications , Ependymoma/diagnostic imaging , Humans , Lumbar Vertebrae/diagnostic imaging , Male , Osteoradionecrosis/complications , Osteoradionecrosis/diagnostic imaging , Radiation Injuries/complications , Radiation Injuries/diagnostic imaging , Radiation Injuries/surgery , Scoliosis/diagnostic imaging , Scoliosis/etiology , Spinal Fusion/instrumentation , Spinal Neoplasms/complications , Spinal Neoplasms/diagnostic imaging
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