ABSTRACT
Background: When it comes to readiness to transition to an adult subspecialty clinic, perspectives between patients with inflammatory bowel disease (IBD) and their caregivers may differ and influence the ability to successfully transition. Patients with IBD have been shown to suffer from poor transfers of care. There is a need to more efficiently and accurately assess transition readiness to improve the transfer process. Methods: Patients transferring to an adult subspecialty clinic and their caregivers were each administered the Transition Readiness Assessment Questionnaire and IBD Self-Efficacy Scale-Adolescent. Differences between patient and caregiver responses and agreement among each dyad were tested. Results: There were 29 dyads of patients and caregivers who enrolled. There was no difference between patient and caregiver total scores. The average level of agreement between patients and caregivers was 78%. There was no association between patient response and their age, gender, ethnicity, age at time of transfer, age at diagnosis, or number of emergency room visits in the prior year. Conclusions: Patient-reported readiness to transition to adult care was confirmed by their caregivers using validated readiness assessment tools. As transition clinics must focus on high-yield interventions, a readiness survey of young adult patients without a survey of their caregivers may be adequate. However, as experts in each patient's journey, caregivers may be utilized when setting goals and priorities for a transition readiness program. The surveys used in this study can be used broadly to aid subspecialty clinics that are trying to improve the transition process.
ABSTRACT
Crohn's disease (CD) is a complex chronic inflammatory disorder with both gastrointestinal and extra-intestinal manifestations associated immune dysregulation. Analyzing 202,359 cells from 170 specimens across 83 patients, we identify a distinct epithelial cell type in both terminal ileum and ascending colon (hereon as 'LND') with high expression of LCN2, NOS2, and DUOX2 and genes related to antimicrobial response and immunoregulation. LND cells, confirmed by in-situ RNA and protein imaging, are rare in non-IBD controls but expand in active CD, and actively interact with immune cells and specifically express IBD/CD susceptibility genes, suggesting a possible function in CD immunopathogenesis. Furthermore, we discover early and late LND subpopulations with different origins and developmental potential. A higher ratio of late-to-early LND cells correlates with better response to anti-TNF treatment. Our findings thus suggest a potential pathogenic role for LND cells in both Crohn's ileitis and colitis.
Subject(s)
Colon , Crohn Disease , Dual Oxidases , Epithelial Cells , Ileum , Lipocalin-2 , Crohn Disease/pathology , Crohn Disease/genetics , Crohn Disease/immunology , Humans , Epithelial Cells/metabolism , Epithelial Cells/pathology , Colon/pathology , Ileum/pathology , Lipocalin-2/metabolism , Lipocalin-2/genetics , Dual Oxidases/genetics , Dual Oxidases/metabolism , Male , Nitric Oxide Synthase Type II/metabolism , Nitric Oxide Synthase Type II/genetics , Female , Adult , Tumor Necrosis Factor-alpha/metabolism , Intestinal Mucosa/pathology , Intestinal Mucosa/metabolism , Middle AgedABSTRACT
BACKGROUND: Ozanimod, approved for the treatment of moderately to severely active ulcerative colitis (UC) and relapsing multiple sclerosis (RMS), is a weak in vitro monoamine oxidase B (MAO-B) inhibitor. MAO-B inhibitors can cause serotonin accumulation with concomitant use of selective serotonin reuptake inhibitors (SSRIs) or serotonin and norepinephrine reuptake inhibitors (SNRIs). We evaluated the incidence of treatment-emergent adverse events (TEAEs) potentially associated with serotonin accumulation during ozanimod and concomitant SSRI/SNRI use in this post hoc analysis of pooled UC studies and the open-label extension RMS DAYBREAK. METHODS: Data for ozanimod 0.92 mg from pooled UC studies (nâ =â 1158; cutoff: January 10, 2022) and RMS DAYBREAK (nâ =â 2257; cutoff: February 1, 2022) were analyzed. Concomitant SSRI/SNRI use was allowed in the UC (nâ =â 67) and RMS (nâ =â 274) studies. A narrow Medical Dictionary for Regulatory Activities search ("serotonin syndrome," "neuroleptic malignant syndrome," and "malignant hyperthermia") and a broad search including terms potentially associated with serotonin accumulation were conducted. The percentages of patients with TEAEs in both searches were analyzed by concomitant SSRI/SNRI use when the TEAE occurred. RESULTS: No patients had TEAEs matching the narrow search criteria. No differences were observed in the percentages of patients with ≥1 TEAE matching the broad search regardless of SSRI/SNRI use in UC (with: 25.4% [n = 17 of 67]; without: 15.0% [n = 164 of 1091]) and RMS (with: 12.4% [n = 34 of 274]; without: 15.6% [n = 310 of 1982]) studies. CONCLUSIONS: No evidence of increased TEAEs potentially associated with serotonin accumulation was observed with concurrent use of ozanimod and SSRIs/SNRIs. CLINICAL TRIAL REGISTRATION: NCT01647516, NCT02531126, NCT02435992, NCT02576717.
No evidence of increased treatment-emergent adverse effects potentially associated with serotonin accumulation was observed with concurrent use of ozanimod and serotonergic antidepressants. Our findings support the absence of clinically meaningful ozanimod monoamine oxidase B inhibition in vivo.
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BACKGROUND: Inflammatory bowel disease (IBD)-associated peripheral spondyloarthritis (pSpA) decreases quality of life and remains poorly understood. Given the prevalence of this condition and its negative impact, it is surprising that evidence-based disease definitions and diagnostic strategies are lacking. This systematic review summarizes available data to facilitate development and validation of diagnostics, patient-reported outcomes, and imaging indices specific to this condition. METHODS: A literature search was conducted. Consensus or classification criteria, case series, cross-sectional studies, cohort studies, and randomized controlled trials related to diagnosis were included. RESULTS: A total of 44 studies reporting data on approximately 1500 patients with pSpA were eligible for analysis. Data quality across studies was only graded as fair to good. Due to large heterogeneity, meta-analysis was not possible. The majority of studies incorporated patient-reported outcomes and a physical examination. A total of 13 studies proposed or validated screening tools, consensus, classification, or consensus criteria. A total of 28 studies assessed the role of laboratory tests, none of which were considered sufficiently accurate for use in diagnosis. A total of 17 studies assessed the role of imaging, with the available literature insufficient to fully endorse any imaging modality as a robust diagnostic tool. CONCLUSIONS: This review highlights existing inconsistency and lack of a clear diagnostic approach for IBD-associated pSpA. Given the absence of an evidence-based approach, a combination of existing criteria and physician assessment should be utilized. To address this issue comprehensively, our future efforts will be directed toward pursuit of a multidisciplinary approach aimed at standardizing evaluation and diagnosis of IBD-associated pSpA.
This systematic review highlights the lack of an evidence-based approach to the diagnosis of inflammatory bowel diseaseassociated peripheral spondyloarthritis and the need to standardize evaluation and diagnosis via multidisciplinary collaboration with development of patient-reported outcomes and imaging indices.
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BACKGROUND: Despite growing interest in patient-reported outcome measures to track the progression of Crohn's disease, frameworks to apply these questionnaires in the preoperative setting are lacking. Using the Short Inflammatory Bowel Disease Questionnaire (sIBDQ), this study aimed to describe the interpretable quality of life thresholds and examine potential associations with future bowel resection in Crohn's disease. METHODS: Adult patients with Crohn's disease completing an sIBDQ at a clinic visit between 2020 and 2022 were eligible. A stoplight framework was adopted for sIBDQ scores, including a "Resection Red" zone suggesting poor quality of life that may benefit from discussions about surgery as well as a "Nonoperative Green" zone. Thresholds were identified with both anchor- and distribution-based methods using receiver operating characteristic curve analysis and subgroup percentile scores, respectively. To quantify associations between sIBDQ scores and subsequent bowel resection, multivariable logistic regression models were fit with covariates of age, sex assigned at birth, body mass index, medications, disease pattern and location, resection history, and the Harvey Bradshaw Index. The incremental discriminatory value of the sIBDQ beyond clinical factors was assessed through the area under the receiver operating characteristics curve (AUC) with an internal validation through bootstrap resampling. RESULTS: Of the 2003 included patients, 102 underwent Crohn's-related bowel resection. The sIBDQ Nonoperative Green zone threshold ranged from 61 to 64 and the Resection Red zone from 36 to 38. When adjusting for clinical covariates, a worse sIBDQ score was associated with greater odds of subsequent 90-day bowel resection when considered as a 1-point (odds ratio [OR] [95% CI], 1.05 [1.03-1.07]) or 5-point change (OR [95% CI], 1.27 [1.14-1.41]). Inclusion of the sIBDQ modestly improved discriminative performance (AUC [95% CI], 0.85 [0.85-0.86]) relative to models that included only demographics (0.57 [0.57-0.58]) or demographics with clinical covariates (0.83 [0.83-0.84]). CONCLUSION: In the decision-making process for bowel resection, disease-specific patient-reported outcome measures may be useful to identify patients with Crohn's disease with poor quality of life and promote a shared understanding of personalized burden.
Subject(s)
Crohn Disease , Patient Reported Outcome Measures , Quality of Life , Humans , Crohn Disease/surgery , Crohn Disease/psychology , Male , Female , Adult , Surveys and Questionnaires , Middle Aged , ROC Curve , Young AdultABSTRACT
PURPOSE OF REVIEW: This review details the three new agents, including two novel mechanisms of action, approved to treat Crohn's disease in recent years. We review efficacy, safety, prescribing information, and available data on positioning these new therapies. RECENT FINDINGS: Risankizumab and upadacitinib are novel mechanisms of action approved to treat moderate to severe Crohn's disease. Risankizumab targets the cytokine interleukin-23. Upadacitinib is a selective Janus kinase-1 inhibitor approved for use in individuals who have previously failed or are intolerant to an anti-TNF agent. Subcutaneous infliximab provides a novel method of administering maintenance dosing of a longstanding and efficacious therapy. SUMMARY: Risankizumab has shown efficacy in both biologic naïve and biologic experienced populations. The SEQUENCE trial shows superiority of risankizumab over ustekinumab for disease response in patients who have previously failed an anti-tumor necrosis factor agent. Upadacitinib has shown good efficacy in clinical trials even in the setting of a mandated steroid taper during induction. Subcutaneous infliximab maintenance therapy appears noninferior to i.v. infliximab and shows good treatment persistence in real world transitions. Additional data is needed to better understand how to position these therapies.
Subject(s)
Crohn Disease , Humans , Crohn Disease/drug therapy , Antibodies, Monoclonal/therapeutic use , Antibodies, Monoclonal/administration & dosage , Heterocyclic Compounds, 3-Ring/therapeutic use , Heterocyclic Compounds, 3-Ring/administration & dosage , Infliximab/therapeutic use , Infliximab/administration & dosage , Gastrointestinal Agents/therapeutic use , Gastrointestinal Agents/administration & dosage , Treatment OutcomeABSTRACT
Background: Longitudinal research reveals a unidirectional relationship between a nonsomatic symptom of depression, a negative view of the self, and later reported Crohn's disease (CD) activity. We evaluated whether health behaviors mediated this association using a longitudinal design. Methods: We studied 3304 adult volunteers with a self-reported diagnosis of CD who completed a baseline survey that included demographics, CD activity, a symptom-specific index of depression, and measures of physical activity, smoking, and sleep quality. Crohn's disease status and the cognitive index of depression were also measured 6 and 12 months after the baseline evaluation. We specified single-mediator and multiple-mediator models to elucidate the depression-disease activity relationship. Results: Among 2395 females and 909 males, we found a significant mediation effect for activity level (P < .001) after adjusting for age, sex, and body mass index. There was no evidence that sleep quality and smoking are significant single mediators. When we considered multiple mediation models, smoking and less activity partially mediate the depression-CD association. Conclusions: Smoking and lower levels of physical activity are potential mediators of the unidirectional association between a nonsomatic symptom of depression-a negative view of the self-and patient-reported CD activity. Evaluating and treating specific symptoms of depression may reduce the frequency of CD exacerbations.
ABSTRACT
Crohn's disease (CD) is a complex chronic inflammatory disorder that may affect any part of gastrointestinal tract with extra-intestinal manifestations and associated immune dysregulation. To characterize heterogeneity in CD, we profiled single-cell transcriptomics of 170 samples from 65 CD patients and 18 non-inflammatory bowel disease (IBD) controls in both the terminal ileum (TI) and ascending colon (AC). Analysis of 202,359 cells identified a novel epithelial cell type in both TI and AC, featuring high expression of LCN2, NOS2, and DUOX2, and thus is named LND. LND cells, confirmed by high-resolution in-situ RNA imaging, were rarely found in non-IBD controls, but expanded significantly in active CD. Compared to other epithelial cells, genes defining LND cells were enriched in antimicrobial response and immunoregulation. Moreover, multiplexed protein imaging demonstrated that LND cell abundance was associated with immune infiltration. Cross-talk between LND and immune cells was explored by ligand-receptor interactions and further evidenced by their spatial colocalization. LND cells showed significant enrichment of expression specificity of IBD/CD susceptibility genes, revealing its role in immunopathogenesis of CD. Investigating lineage relationships of epithelial cells detected two LND cell subpopulations with different origins and developmental potential, early and late LND. The ratio of the late to early LND cells was related to anti-TNF response. These findings emphasize the pathogenic role of the specialized LND cell type in both Crohn's ileitis and Crohn's colitis and identify novel biomarkers associated with disease activity and treatment response.
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Importance: Natural language processing tools, such as ChatGPT (generative pretrained transformer, hereafter referred to as chatbot), have the potential to radically enhance the accessibility of medical information for health professionals and patients. Assessing the safety and efficacy of these tools in answering physician-generated questions is critical to determining their suitability in clinical settings, facilitating complex decision-making, and optimizing health care efficiency. Objective: To assess the accuracy and comprehensiveness of chatbot-generated responses to physician-developed medical queries, highlighting the reliability and limitations of artificial intelligence-generated medical information. Design, Setting, and Participants: Thirty-three physicians across 17 specialties generated 284 medical questions that they subjectively classified as easy, medium, or hard with either binary (yes or no) or descriptive answers. The physicians then graded the chatbot-generated answers to these questions for accuracy (6-point Likert scale with 1 being completely incorrect and 6 being completely correct) and completeness (3-point Likert scale, with 1 being incomplete and 3 being complete plus additional context). Scores were summarized with descriptive statistics and compared using the Mann-Whitney U test or the Kruskal-Wallis test. The study (including data analysis) was conducted from January to May 2023. Main Outcomes and Measures: Accuracy, completeness, and consistency over time and between 2 different versions (GPT-3.5 and GPT-4) of chatbot-generated medical responses. Results: Across all questions (n = 284) generated by 33 physicians (31 faculty members and 2 recent graduates from residency or fellowship programs) across 17 specialties, the median accuracy score was 5.5 (IQR, 4.0-6.0) (between almost completely and complete correct) with a mean (SD) score of 4.8 (1.6) (between mostly and almost completely correct). The median completeness score was 3.0 (IQR, 2.0-3.0) (complete and comprehensive) with a mean (SD) score of 2.5 (0.7). For questions rated easy, medium, and hard, the median accuracy scores were 6.0 (IQR, 5.0-6.0), 5.5 (IQR, 5.0-6.0), and 5.0 (IQR, 4.0-6.0), respectively (mean [SD] scores were 5.0 [1.5], 4.7 [1.7], and 4.6 [1.6], respectively; P = .05). Accuracy scores for binary and descriptive questions were similar (median score, 6.0 [IQR, 4.0-6.0] vs 5.0 [IQR, 3.4-6.0]; mean [SD] score, 4.9 [1.6] vs 4.7 [1.6]; P = .07). Of 36 questions with scores of 1.0 to 2.0, 34 were requeried or regraded 8 to 17 days later with substantial improvement (median score 2.0 [IQR, 1.0-3.0] vs 4.0 [IQR, 2.0-5.3]; P < .01). A subset of questions, regardless of initial scores (version 3.5), were regenerated and rescored using version 4 with improvement (mean accuracy [SD] score, 5.2 [1.5] vs 5.7 [0.8]; median score, 6.0 [IQR, 5.0-6.0] for original and 6.0 [IQR, 6.0-6.0] for rescored; P = .002). Conclusions and Relevance: In this cross-sectional study, chatbot generated largely accurate information to diverse medical queries as judged by academic physician specialists with improvement over time, although it had important limitations. Further research and model development are needed to correct inaccuracies and for validation.
Subject(s)
Artificial Intelligence , Physicians , Humans , Cross-Sectional Studies , Reproducibility of Results , SoftwareABSTRACT
BACKGROUND: Dose escalation of self-injectable biologic therapy for inflammatory bowel diseases may be required to counteract loss of response and/or low drug levels. Payors often require completion of a prior authorization (PA), which is a complex approval pathway before providing coverage. If the initial PA request is denied, clinic staff must complete a time and resource-intensive process to obtain medication approval. AIMS: This study measured time from decision to dose escalate to insurance approval and evaluated impact of approval time on disease activity. METHODS: This was a single-center retrospective analysis of adult patients with IBD prescribed an escalated dose of biologic therapy at an academic center with an integrated specialty pharmacy team from January to December 2018. Outcomes included time to insurance approval and the association between approval time and follow-up C-reactive protein (CRP) and Short Inflammatory Bowel Disease Questionnaire (SIBDQ) scores. Associations were tested using linear regression analyses. RESULTS: 220 patients were included, median age 39, 53% female, and 96% white. Overall median time from decision to dose escalate to insurance approval was 7 days [interquartile range (IQR) 1, 14]. Approval time was delayed when an appeal was required [median of 29 days (IQR 17, 43)]. Patients with a longer time to insurance approval were less likely to have CRP improvement (p = 0.019). Time to insurance approval did not significantly impact follow-up SIBDQ scores. CONCLUSION: Patients who had a longer time to insurance approval were less likely to have improvement in CRP, highlighting the negative clinical impact of a complex dose escalation process.
Subject(s)
Inflammatory Bowel Diseases , Insurance , Adult , Humans , Female , Male , Retrospective Studies , Inflammatory Bowel Diseases/drug therapy , Regression Analysis , Biological TherapyABSTRACT
Background: Natural language processing models such as ChatGPT can generate text-based content and are poised to become a major information source in medicine and beyond. The accuracy and completeness of ChatGPT for medical queries is not known. Methods: Thirty-three physicians across 17 specialties generated 284 medical questions that they subjectively classified as easy, medium, or hard with either binary (yes/no) or descriptive answers. The physicians then graded ChatGPT-generated answers to these questions for accuracy (6-point Likert scale; range 1 - completely incorrect to 6 - completely correct) and completeness (3-point Likert scale; range 1 - incomplete to 3 - complete plus additional context). Scores were summarized with descriptive statistics and compared using Mann-Whitney U or Kruskal-Wallis testing. Results: Across all questions (n=284), median accuracy score was 5.5 (between almost completely and completely correct) with mean score of 4.8 (between mostly and almost completely correct). Median completeness score was 3 (complete and comprehensive) with mean score of 2.5. For questions rated easy, medium, and hard, median accuracy scores were 6, 5.5, and 5 (mean 5.0, 4.7, and 4.6; p=0.05). Accuracy scores for binary and descriptive questions were similar (median 6 vs. 5; mean 4.9 vs. 4.7; p=0.07). Of 36 questions with scores of 1-2, 34 were re-queried/re-graded 8-17 days later with substantial improvement (median 2 vs. 4; p<0.01). Conclusions: ChatGPT generated largely accurate information to diverse medical queries as judged by academic physician specialists although with important limitations. Further research and model development are needed to correct inaccuracies and for validation.
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BACKGROUND: The coronavirus disease 2019 (COVID-19) pandemic has accelerated a shift toward virtual telemedicine appointments with surgeons. While this form of healthcare delivery has potential benefits for both patients and surgeons, the quality of these interactions remains largely unstudied. We hypothesize that telemedicine visits are associated with lower quality of shared decision-making. STUDY DESIGN: We performed a mixed-methods, prospective, observational cohort trial. All patients presenting for a first-time visit at general surgery clinics between May 2021 and June 2022 were included. Patients were categorized by type of visit: in-person vs telemedicine. The primary outcome was the level of shared decision-making as captured by top box scores of the CollaboRATE measure. Secondary outcomes included quality of shared decision-making as captured by the 9-item Shared Decision-Making Questionnaire and satisfaction with consultation survey. An adjusted analysis was performed accounting for potential confounders. A qualitative analysis of open-ended questions for both patients and practitioners was performed. RESULTS: During a 13-month study period, 387 patients were enrolled, of which 301 (77.8%) underwent in-person visits and 86 (22.2%) underwent telemedicine visits. The groups were similar in age, sex, employment, education, and generic quality-of-life scores. In an adjusted analysis, a visit type of telemedicine was not associated with either the CollaboRATE top box score (odds ratio 1.27; 95% CI 0.74 to 2.20) or 9-item Shared Decision-Making Questionnaire (ß -0.60; p = 0.76). Similarly, there was no difference in other outcomes. Themes from qualitative patient and surgeon responses included physical presence, time investment, appropriateness for visit purpose, technical difficulties, and communication quality. CONCLUSIONS: In this large, prospective study, there does not appear to be a difference in quality of shared decision making in patients undergoing in-person vs telemedicine appointments.
Subject(s)
Decision Making, Shared , Office Visits , Referral and Consultation , Telemedicine , Prospective Studies , Patient Satisfaction , Humans , Male , Adult , Middle Aged , Aged , Surgeons , General Surgery , Surgical Procedures, Operative , COVID-19ABSTRACT
This article will review risankizumab, a monoclonal antibody targeting interleukin 23 (IL-23) for the treatment of moderate-to-severe Crohn's disease. The article will detail the mechanism of action and dosing strategies. Efficacy in induction and maintenances will be reviewed from available clinical trials as well as an evaluation of safety of the medication for use in Crohn's disease and other immune mediated diseases. Finally, a discussion of when to use this medication for treatment in Crohn's disease as well as how to monitor patients after medication initiation will be discussed.
Subject(s)
Crohn Disease , Humans , Adult , Crohn Disease/drug therapy , Patient Selection , Remission Induction , Antibodies, Monoclonal/therapeutic use , Patient Reported Outcome MeasuresABSTRACT
INTRODUCTION: The need to rapidly implement telehealth at large scale during the COVID-19 pandemic led to many patients using telehealth for the first time. We assessed the effect of structured pre-visit preparatory telephone calls on success of telehealth visits and examined risk factors for unsuccessful visits. METHODS: A retrospective cohort study was carried out of 45,803 adult patients scheduled for a total of 64,447 telehealth appointments between March and July 2020 at an academic medical center. A subset of patients received a structured pre-visit phone call. Demographic factors and inclusion of a pre-visit call were analysed by logistic regression. Primary outcomes were non-completion of any visit and completion of phone-only versus audio-visual telehealth visits. RESULTS: A pre-visit telephone call to a subset of patients significantly increased the likelihood of a successful telehealth visit (OR 0.54; 95% CI: 0.48-0.60). Patients aged 18-30 years, those with non-commercial insurance or those of Black race were more likely to have incomplete visits. Compared to age 18-30, increasing age increased likelihood of a failed video visit: 31-50 years (OR 1.31; 95% CI: 1.13-1.51), 51-70 years (OR 2.98; 2.60-3.42) and >70 years (OR 4.16; 3.58-4.82). Those with non-commercial insurance and those of Black race (OR 1.8; 95% CI 1.67-1.92) were more likely to have a failed video visit. DISCUSSION: A structured pre-call to patients improved the likelihood of a successful video visit during widespread adoption of telehealth. Structured pre-calls to patients may be an important tool to help reduce gaps in utilization among groups.
Subject(s)
Office Visits , Patient Education as Topic , Telemedicine , Humans , Telephone , COVID-19/epidemiology , Retrospective Studies , Male , Female , Adolescent , Young Adult , Adult , Middle Aged , Aged , Aged, 80 and overABSTRACT
Background and Aims: This study aimed to evaluate adherence to subcutaneous biologic therapy and impact of nonadherence including risk factors and outcomes in academic centers with integrated specialty pharmacies for patients with inflammatory bowel disease (IBD). Methods: This was a multicenter, retrospective cohort analysis of patients aged ≥18 years receiving care in 3 tertiary care outpatient IBD clinics with integrated specialty pharmacies. Subjects were prescribed injectable anti-TNF therapy (adalimumab, certolizumab, golimumab) or anti-IL 12/23 therapy (ustekinumab) with at least 3 consecutive prescription claims. The primary outcomes were medication possession ratio (MPR), percent achieving optimal adherence (MPR > 0.86); in addition, we sought to verify a prior risk factor model including smoking status, narcotic use, psychiatric history, and prior biologic use. Secondary outcomes included emergency department visits (ED) and IBD-related hospitalizations. Statistical analysis was performed using Wilcox rank sum test, Pearson's Chi-squared test, and logistic regression model as an unordered, factor variable to flexibly estimate the probabilities of adherence. Results: Six hundred eight subjects were included. Overall median MPR was 0.95 (interquartile range 0.47, 1) and adherence was 68%-70%. When the number of risk factors for nonadherence increased, the likelihood of nonadherence increased (P < .05). In unadjusted and adjusted analysis, nonadherence increased the likelihood of ED visits [rate ratio 1.45 (95% confidence interval 1.05, 1.97)] and hospitalizations [rate ratio 1.60 (95% confidence interval 1.16, 2.10)]. Conclusion: Academic centers with integrated pharmacies had high adherence. Prior risk factors for nonadherence remained significant in this multicenter model. Nonadherence was associated with higher likelihood of hospitalizations and ED visits.
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BACKGROUND: Inflammatory bowel diseases (IBDs) are chronic inflammatory conditions of the gastrointestinal tract. Although adherence to IBD therapies is associated with improved clinical outcomes, overall adherence is poor. Consequently, there is a critical need to develop interventions that monitor adherence in real time and identify reasons for nonadherence to support clinical teams in initiating effective interventions. Recently, electronic- and web-based platforms have been developed to monitor adherence and guide interventions. A novel remote therapy monitoring (RTM) technology, the Tappt digital health system, has been developed to monitor real-time medication adherence patterns through smart label technologies, capture patient-reported outcomes and barriers to care, and process patient data through algorithms that trigger personalized digital and human touch points between clinical visits. Such a digital health solution enables care teams to proactively identify and mitigate nonadherence and worsening clinical outcomes. OBJECTIVE: We propose a 12-month multicenter randomized controlled trial to assess the effectiveness of the Tappt digital health system on adherence, clinical outcomes, and health care use among patients diagnosed with IBD starting a new oral or subcutaneous therapy. METHODS: The digital health system intervention will provide automatic measurement of medication adherence via smart labels for pill bottles or injectors as well as a monitoring platform for providers. The system will prompt patients to complete a two-item assessment of symptoms monthly using the PRO-2 scales for UC and Crohn disease, from which increased symptoms will be alerted to providers. Participants will be randomized 2:1 to the intervention group or the control group, which will receive standard of care. All participants are required to complete questionnaires at baseline as well as at 12, 26, and 52 weeks. Assuming an adherence rate of 0.65 and 0.9 among control and intervention participants, respectively, we will need to enroll 123 participants: 82 (66.7%) in the intervention group and 41 (33.3%) controls. We will compare adherence as measured by the medication possession ratio, defined as the number of days of supply of medication obtained during the observation period out of the total number of days in the observation period, in participants using the RTM versus those receiving standard of care. We will also compare clinical outcomes and health care use in participants using the RTM versus those receiving standard of care. RESULTS: We anticipate starting recruitment in December 2022. CONCLUSIONS: Effective medication adherence monitoring and intervention programs need to be cost-efficient, pose little or no burden to the patient, record reliable data in real time, and provide actionable insights to the health care team. We anticipate the Tappt digital health system to improve the medication possession ratio, clinical outcomes, and health care use compared with standard of care. TRIAL REGISTRATION: ClinicalTrials.gov NCT05316584; https://clinicaltrials.gov/ct2/show/NCT05316584. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): PRR1-10.2196/40382.
Subject(s)
Mesalamine , Pregnancy Complications , Female , Fertilization , Humans , Mesalamine/therapeutic use , PregnancySubject(s)
Health Literacy , Telemedicine , Adult , Ambulatory Care Facilities , Delivery of Health Care , HumansABSTRACT
BACKGROUND AND AIMS: Extra-intestinal manifestations (EIMs) are a common complication of inflammatory bowel diseases (IBD), affecting up to half of the patients. Despite their high prevalence, information on standardised definitions, diagnostic strategies, and treatment targets is limited. METHODS: As a starting point for a national EIM study network, an interdisciplinary expert panel of 12 gastroenterologists, 4 rheumatologists, 3 ophthalmologists, 6 dermatologists, and 4 patient representatives was assembled. Modified Delphi consensus methodology was used. Fifty-four candidate items were derived from the literature review and expert opinion focusing on five major EIMs (erythema nodosum, pyoderma gangrenosum, uveitis, peripheral arthritis, and axial arthritis) were rated in three voting rounds. RESULTS: For use in a clinical practice setting and as part of the creation of a prospective registry of patients with EIMs, the panel developed definitions for erythema nodosum, pyoderma gangrenosum, uveitis, peripheral arthritis, and axial arthritis; identified the appropriate and optimal subspecialists to diagnose and manage each; provided methods to monitor disease course; offered guidance regarding monitoring intervals; and defined resolution and recurrence. CONCLUSIONS: Consensus criteria for appropriate and optimal means of diagnosing and monitoring five EIMs have been developed as a starting point to inform clinical practice and future trial design. Key findings include straightforward diagnostic criteria, guidance regarding who can appropriately and optimally diagnose each, and monitoring options that include patient and physician-reported outcomes. These findings will be used in a national multicenter study network to optimise the management of EIMs.