scholarly journals Task-Based Functional Connectomes Predict Cognitive Phenotypes Across Psychiatric Disease

2019 ◽  
Author(s):  
Daniel S. Barron ◽  
Siyuan Gao ◽  
Javid Dadashkarimi ◽  
Abigail S. Greene ◽  
Marisa N. Spann ◽  
...  

AbstractImportanceWe show that three common approaches to clinical deficits (cognitive phenotype, disease group, disease severity) each offer useful and perhaps complimentary explanations for the brain’s underlying functional architecture as affected by psychiatric disease.ObjectiveTo understand how different clinical frameworks are represented in the brain’s functional connectome.DesignWe use an openly available dataset to create predictive models based on multiple connectomes built from task-based functional MRI data. We use these models to predict individual traits corresponding to multiple cognitive constructs across disease category. We also show that these same connectomes statistically differ depending on disease category and symptom burden.SettingThis was a population-based study with data collected in UCLA.ParticipantsHealthy adults were recruited by community advertisements from the Los Angeles area. Participants with adult ADHD, bipolar disorder, and schizophrenia were recruited using a patient-oriented strategy involving outreach to local clinics and online portals (separate from the methods used to recruit healthy volunteers)


2021 ◽  
pp. JCO.20.01845
Author(s):  
Christopher W. Noel ◽  
Rinku Sutradhar ◽  
Haoyu Zhao ◽  
Victoria Delibasic ◽  
David Forner ◽  
...  

PURPOSE: To determine the association between patient-reported symptom burden and subsequent emergency department use and unplanned hospitalization (ED/Hosp) in a head and neck cancer (HNC) patient population. METHODS: This was a population-based study of patients diagnosed with HNC who had completed at least one outpatient Edmonton Symptom Assessment System (ESAS) assessment between January 2007 and March 2018 in Ontario, Canada. Logistic regression models were used to determine the relationship between outpatient ESAS scores and subsequent 14-day ED/Hosp use. A generalized estimating equation approach with an exchangeable correlation structure was incorporated to account for patient-level clustering RESULTS: There were 11,761 patients identified, completing a total of 73,282 ESAS assessments and experiencing 5,203 ED/Hosp events. Six of the nine ESAS symptom scores were positively associated with ED/Hosp use, with pain, appetite, shortness of breath, and tiredness demonstrating the strongest associations. A global ESAS score was calculated by selecting the highest individual symptom score (h-ESAS). Among patients reporting a maximum h-ESAS score of 10, 15.1% had an ED/Hosp event within 14 days compared with 1.5% for those with the lowest possible score of zero. In adjusted analysis, the odds of ED/Hosp use increased with h-ESAS (1.23 per one-unit increase [95% CI, 1.22 to 1.25]). When treated as a categorical variable, patients with the maximum h-ESAS score of 10 had 9.23 (95% CI, 7.22 to 11.33) higher odds of ED/Hosp use, relative to the minimum score of zero. CONCLUSION: ESAS scores are strongly associated with subsequent ED/Hosp events in patients with HNC. Clinician education around how ESAS data might inform patient care may enhance symptom detection and management.



2011 ◽  
Vol 47 (12) ◽  
pp. 1798-1807 ◽  
Author(s):  
Melissa S.Y. Thong ◽  
Floortje Mols ◽  
Valery E.P.P. Lemmens ◽  
Geert-Jan Creemers ◽  
Gerrit D. Slooter ◽  
...  


2020 ◽  
Vol 38 (15_suppl) ◽  
pp. 12084-12084
Author(s):  
Christopher Noel ◽  
Rinku Sutradhar ◽  
Julie Hallet ◽  
Jonathan Crawford Irish ◽  
Natalie Coburn ◽  
...  

12084 Background: Symptoms are common in oncology patients, though they remain undetected and untreated by clinicians in up to 50% of cases. Integrating patient reported outcomes (PRO) within routine clinical practice has been suggested as a way to improve detection. In order to inform an effective and efficient PRO symptom screening program, we sought to determine whether outpatient symptom scores could predict emergency room use and unplanned hospitalization (ER/Hosp) in a cancer patient population. Methods: This was a population-based study of patients diagnosed with head and neck cancer who had completed at least one outpatient Edmonton Symptom Assessment System (ESAS) assessment between January 2007 and March 2018 in Ontario. Logistic regression models were used to determine the relationship between reported outpatient ESAS scores and ER/Hosp use in the 14-day period following ESAS completion. A generalized estimating equations approach was incorporated to account for possible patient-level clustering. Results: There were 11,761 unique patients identified with a total of 73,282 ESAS assessments. There were 5,203 ER/Hosp outcome events. In adjusted analysis, the odds of ER/Hosp use increased log linearly with ESAS score (1.23 per 1 unit increase in index ESAS score, [95% confidence interval (CI) 1.22 – 1.25]). This corresponds to a 9.23 (95%CI 7.22-11.33) higher odds of ER/Hosp use for the maximum index ESAS score of 10. Seven of the nine ESAS symptom scores were significantly associated with ER/Hosp use with pain, appetite and shortness of breath demonstrating the strongest association. Conclusions: ESAS scores are independently associated with 14-day ER/Hosp in head and neck cancer patients. Appropriate and timely management of symptom burden may reduce rates of ER/Hosp. [Table: see text]



Blood ◽  
2020 ◽  
Vol 136 (Supplement 1) ◽  
pp. 30-31
Author(s):  
Hira S Mian ◽  
Gregory R Pond ◽  
Branavan Sivapathasundaram ◽  
Tanya M. Wildes ◽  
Jonathan Sussman ◽  
...  

Introduction Multiple myeloma (MM) is an incurable malignant plasma cell disease with a median age at diagnosis of 70 years, making it a disease of older patients. Although there has been much progress made in the therapeutics of MM, there is a paucity of data with regards to the symptoms experienced by these patients. Patient reported outcomes (PROS) represent an opportunity to both understand the magnitude as well as the temporal trend of this symptom burden. In 2007, routine prospective collection of patient-reported Edmonton Symptoms Assessment System (ESAS) scores during all outpatient cancer clinic visits was initiated in Ontario, Canada. The ESAS is a validated and reliable tool that assesses the severity of nine common symptoms: well-being, pain, tiredness, anxiety, depression, drowsiness, lack of appetite, nausea and shortness of breath. The study of longitudinal data from an administrative data base provides a unique opportunity to understand the symptom burden experienced by MM patients in the 'real-world' at a population level. Methods We conducted a retrospective population-based study using administrative data from the Institute of Clinical Evaluative Sciences (ICES), which maintains a central database of health records for all patients in the publicly funded health care system for the province of Ontario, Canada. All patients with newly diagnosed multiple identified using the ICD-O-3 code 9732 (Multiple Myeloma), who received treatment, but no transplant in the first year, between the years Jan 2007-Dec 2018, were identified. The main outcome of interest was an ESAS score of ≥4 which has been shown to represent clinically significant moderate to severe symptom burden, within the first 12 months following MM diagnosis. Logistic regression was used to assess the association between baseline factors identified a priori and moderate to severe symptoms for each domain. Results A total of 4611 transplant ineligible patients with newly diagnosed myeloma were identified between the years 2007-2018. Of these, 2876 (62.3%) with at least one ESAS score following diagnosis were included in this analysis. This represented 27,701 unique ESAS assessments recorded during the first year, which were used to form the cohort. Baseline characteristics for transplant ineligible patients with one or more ESAS are shown in Table I. Trajectory for moderate to severe symptoms in each month following diagnosis is shown in Figure 1. A high proportion of the cohort reported moderate to severe symptoms at diagnosis, with tiredness (64%) and impaired well-being (60%) being among the most prevalent and nausea being the least prevalent (13%). Most symptoms decreased over the first year, with the largest decline happening in the first 3 months. One year following diagnosis, there continued to be a substantial burden of symptoms, with over 25% of the cohort reporting at least one or more of the following moderate-severe symptoms: tiredness, pain, impaired well-being, drowsiness or loss of appetite. Self-reported depression rates marginally decreased over time; however, at the end of one year, 18% of cohort still reported moderate to severe depression. On multivariable analysis, younger age, female sex, urban geographic location, poor socioeconomic status, an earlier diagnosis year, myeloma defining end-organ damage and non-teaching hospital were associated with a higher odds of reporting moderate to severe symptoms. Conclusion Our results demonstrate that there is considerable symptom burden during the first year following MM diagnosis, with tiredness, impaired well-being and pain being the most common. Although symptoms improve over time, a significant proportion of patients continue to experience moderate to severe symptoms one-year post diagnosis. This study represents the largest population-based cohort study done to date in symptom burden among patients with MM. Future studies aimed at targeted intervention are needed early in the disease course in order to alleviate symptoms burden for at-risk patient groups. Disclosures Mian: Takeda: Consultancy, Honoraria; Celgene: Consultancy; Janssen: Consultancy, Honoraria; Amgen: Consultancy, Honoraria; Sanofi: Consultancy. Pond:Roche Canada: Other; Astra Zeneca: Consultancy; Takeda: Honoraria. Wildes:Janssen: Research Funding; Seattle Genetics: Consultancy; Carevive Systems: Consultancy.



Dermatology ◽  
2020 ◽  
Vol 236 (4) ◽  
pp. 298-304 ◽  
Author(s):  
Dana Tzur Bitan ◽  
Daniella Berzin ◽  
Arnon Cohen

Background: Psychological comorbidities have been reported in patients with hidradenitis suppurativa (HS), yet only a few studies have investigated the possible association between HS and severe psychiatric disorders. The current study aimed to assess the association between HS and bipolar disorder, a major, chronic, psychiatric disease. Methods: A nationwide, population-based study was performed utilizing data from the Clalit Health Services (CHS) database in Israel. The study included 4,191 HS patients and 20,941 age- and gender-matched controls. A multivariate binary logistic regression, adjusted for demographic and behavioral risk factors, was performed. Results: A higher proportion of bipolar disorders was found among HS patients compared to controls (0.7 vs. 0.1%, respectively). There was an increased proportion of active smokers among HS patients than among controls (53.4 vs. 13.5%, respectively). In the multivariate analysis, adjusting for age, sex, and smoking, HS was found to be independently and positively associated with bipolar disorders (OR 2.12, 95% CI 1.21–3.27, p < 0.01), yet after controlling for body mass this association became nonsignificant. Conclusions: Bipolar disorders are associated with HS. Future studies should explore whether cardiometabolic deficiencies might account for this association. Healthcare providers should consider this potential co-occurrence as it may impede patient compliance and require appropriate screening and treatment. Results also stress the need for a multidisciplinary approach to optimize management of the disease and its associated comorbidities.



2017 ◽  
Vol 4 (2) ◽  
pp. 21-26 ◽  
Author(s):  
Paras Kumar Acharya ◽  
Kedar Baral ◽  
Dan Munday ◽  
Rajesh N Gongal

Introductions: Developing palliative care in rural Nepal is essential to integrate the service into the national health system. This study was done with the aim of assessing the need of patients requiring palliative care in rural Nepal. Methods: This was a cross-sectional population based study in Thaha Municipality using a 30-cluster sampling method and employing the Supportive and Palliative Care Indicators Tool (SPICT) to identify patients with palliative care need. Assessment of symptom burden was done for patients identified to have palliative care need. Results: Out of 330 households with a population of 2168, we found 139 (6.4%) suffering from chronic non-communicable diseases and 66 (3.04%) met the SPICT criteria for palliative care need and 60% were elderly above the age of 60. The disease of respiratory system followed by frailty and dementia were common condition requiring palliative care. Conclusions: This study showed a high level of need for palliative care in a rural population in Nepal. This needs to be considered in further planning of health services in the country.  



Ophthalmology ◽  
2012 ◽  
Vol 119 (9) ◽  
pp. 1725-1730 ◽  
Author(s):  
Lauren Patty ◽  
Cathy Wu ◽  
Mina Torres ◽  
Stanley Azen ◽  
Rohit Varma


2019 ◽  
Vol 26 (8) ◽  
pp. 2336-2345 ◽  
Author(s):  
Shaila J. Merchant ◽  
Susan B. Brogly ◽  
Christopher M. Booth ◽  
Craig Goldie ◽  
Sulaiman Nanji ◽  
...  


2015 ◽  
Vol 22 (6) ◽  
pp. 571-580 ◽  
Author(s):  
William J. Barbaresi ◽  
Amy L. Weaver ◽  
Robert G. Voigt ◽  
Jill M. Killian ◽  
Slavica K. Katusic

Objective: To compare the rate of persistence of ADHD into adulthood as determined by a norm-referenced versus non-norm-referenced diagnostic interview, and by standardized questionnaires. Method: Adults from a birth cohort, including research-identified childhood ADHD cases ( N = 232; Mage = 27.0 years; 167 males, 65 females) and controls ( N = 335; Mage = 28.6 years; 210 males, 125 females), were administered the M.I.N.I. International Neuropsychiatric Interview, the Murphy–Barkley Symptoms Checklist (MB), and the Wender Utah Rating Scale (WURS) Results: Among the childhood ADHD cases, 29.3% fulfilled criteria for adult ADHD using a norm-referenced approach to M.I.N.I. scoring, versus 13.8% using published M.I.N.I. criteria. Among participants meeting norm-referenced diagnostic criteria, 41.8% and 69.1% were classified as adult ADHD using the MB and WURS, respectively. Conclusion: A non-norm-referenced approach resulted in a significant underestimate of the rate of adult ADHD. Reliance on either of two adult ADHD questionnaires would have further reduced this estimate.



Sign in / Sign up

Export Citation Format

Share Document