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1.
JMIR Ment Health ; 11: e55552, 2024 Apr 25.
Article in English | MEDLINE | ID: mdl-38663011

ABSTRACT

BACKGROUND: Heart rate variability (HRV) biofeedback is often performed with structured education, laboratory-based assessments, and practice sessions. It has been shown to improve psychological and physiological function across populations. However, a means to remotely use and monitor this approach would allow for wider use of this technique. Advancements in wearable and digital technology present an opportunity for the widespread application of this approach. OBJECTIVE: The primary aim of the study was to determine the feasibility of fully remote, self-administered short sessions of HRV-directed biofeedback in a diverse population of health care workers (HCWs). The secondary aim was to determine whether a fully remote, HRV-directed biofeedback intervention significantly alters longitudinal HRV over the intervention period, as monitored by wearable devices. The tertiary aim was to estimate the impact of this intervention on metrics of psychological well-being. METHODS: To determine whether remotely implemented short sessions of HRV biofeedback can improve autonomic metrics and psychological well-being, we enrolled HCWs across 7 hospitals in New York City in the United States. They downloaded our study app, watched brief educational videos about HRV biofeedback, and used a well-studied HRV biofeedback program remotely through their smartphone. HRV biofeedback sessions were used for 5 minutes per day for 5 weeks. HCWs were then followed for 12 weeks after the intervention period. Psychological measures were obtained over the study period, and they wore an Apple Watch for at least 7 weeks to monitor the circadian features of HRV. RESULTS: In total, 127 HCWs were enrolled in the study. Overall, only 21 (16.5%) were at least 50% compliant with the HRV biofeedback intervention, representing a small portion of the total sample. This demonstrates that this study design does not feasibly result in adequate rates of compliance with the intervention. Numerical improvement in psychological metrics was observed over the 17-week study period, although it did not reach statistical significance (all P>.05). Using a mixed effect cosinor model, the mean midline-estimating statistic of rhythm (MESOR) of the circadian pattern of the SD of the interbeat interval of normal sinus beats (SDNN), an HRV metric, was observed to increase over the first 4 weeks of the biofeedback intervention in HCWs who were at least 50% compliant. CONCLUSIONS: In conclusion, we found that using brief remote HRV biofeedback sessions and monitoring its physiological effect using wearable devices, in the manner that the study was conducted, was not feasible. This is considering the low compliance rates with the study intervention. We found that remote short sessions of HRV biofeedback demonstrate potential promise in improving autonomic nervous function and warrant further study. Wearable devices can monitor the physiological effects of psychological interventions.


Subject(s)
Biofeedback, Psychology , Heart Rate , Wearable Electronic Devices , Adult , Female , Humans , Male , Middle Aged , Biofeedback, Psychology/methods , Biofeedback, Psychology/instrumentation , Health Personnel , Heart Rate/physiology , New York City , Prospective Studies , Telemedicine/methods , Telemedicine/instrumentation
2.
BMC Gastroenterol ; 22(1): 71, 2022 Feb 19.
Article in English | MEDLINE | ID: mdl-35183108

ABSTRACT

BACKGROUND: Inflammatory bowel disease (IBD) treatment paradigms recommend objective disease activity assessment and reactive therapeutic drug monitoring (TDM) prior to changes in biologic therapy. We aimed to describe objective marker and TDM assessment in routine clinical practice prior to biologic therapeutic changes in adult IBD patients. METHODS: TARGET-IBD is a prospective longitudinal cohort of over 2100 IBD patients receiving usual care at 34 US academic or community centers enrolled between June 2017 and October 2019 who received biologic therapy and had a dose change or biologic discontinuation for lack of efficacy. Objective markers of disease activity within 12 weeks prior included fecal calprotectin, C-reactive protein (CRP), endoscopy, computed tomography (CT) and magnetic resonance imaging (MRI). TDM data for infliximab or adalimumab was obtained. RESULTS: 525 patients (71.4% Crohn's disease [CD], 28.6% ulcerative colitis [UC]) receiving biologic therapy underwent dose change (55.6%) or discontinuation (44.4%) for lack of efficacy. The majority were Caucasian (85.7%), 18-39 years old (52.2%), privately insured (81.5%), and at academic centers (73.7%). For dose changes, 67.5% had at least one objective disease activity assessment or TDM in the 12 weeks prior (CD 67.9%, UC 66.2%; P = 0.79). The most common objective marker was CRP in both CD (39.1%) and UC (54.5%). CRP and calprotectin were used significantly more in UC (P = 0.02 and P = 0.03). TDM was obtained in 30.7% (28.8% UC, 31.4% CD; P = 0.72) prior to dose change. For biologic discontinuation, 79.4% patients underwent objective assessment or TDM prior. In CD, CRP (46.3%) was most common, and CT (P = 0.03) and MRI (P < 0.001) were significantly more frequent than in UC. TDM was performed in 40.1% of patients (43.5% UC, 38.0% CD, P = 0.49) prior to discontinuation. Among all participants with dose change or discontinuation, endoscopy was performed in 29.3% with CD and 31.3% with UC. Academic care setting was associated with objective assessment before therapy change (OR 1.59, 95% CI 1.01-2.50). CONCLUSION: Nearly one-third of patients undergoing a biologic dose change or discontinuation do not undergo objective disease activity assessment or TDM. Assessment choice differs by disease. Future studies assessing the impact of such practices on long-term outcomes are needed.


Subject(s)
Colitis, Ulcerative , Inflammatory Bowel Diseases , Adolescent , Adult , Biological Therapy , Colitis, Ulcerative/drug therapy , Drug Monitoring/methods , Humans , Inflammatory Bowel Diseases/drug therapy , Prospective Studies , Young Adult
3.
Gastroenterology ; 162(3): 828-843.e11, 2022 03.
Article in English | MEDLINE | ID: mdl-34780722

ABSTRACT

BACKGROUND & AIMS: Polygenic and environmental factors are underlying causes of inflammatory bowel disease (IBD). We hypothesized that integration of the genetic loci controlling a metabolite's abundance, with known IBD genetic susceptibility loci, may help resolve metabolic drivers of IBD. METHODS: We measured the levels of 1300 metabolites in the serum of 484 patients with ulcerative colitis (UC) and 464 patients with Crohn's disease (CD) and 365 controls. Differential metabolite abundance was determined for disease status, subtype, clinical and endoscopic disease activity, as well as IBD phenotype including disease behavior, location, and extent. To inform on the genetic basis underlying metabolic diversity, we integrated metabolite and genomic data. Genetic colocalization and Mendelian randomization analyses were performed using known IBD risk loci to explore whether any metabolite was causally associated with IBD. RESULTS: We found 173 genetically controlled metabolites (metabolite quantitative trait loci, 9 novel) within 63 non-overlapping loci (7 novel). Furthermore, several metabolites significantly associated with IBD disease status and activity as defined using clinical and endoscopic indexes. This constitutes a resource for biomarker discovery and IBD biology insights. Using this resource, we show that a novel metabolite quantitative trait locus for serum butyrate levels containing ACADS was not supported as causal for IBD; replicate the association of serum omega-6 containing lipids with the fatty acid desaturase 1/2 locus and identify these metabolites as causal for CD through Mendelian randomization; and validate a novel association of serum plasmalogen and TMEM229B, which was predicted as causal for CD. CONCLUSIONS: An exploratory analysis combining genetics and unbiased serum metabolome surveys can reveal novel biomarkers of disease activity and potential mediators of pathology in IBD.


Subject(s)
Acyl-CoA Dehydrogenase/genetics , Colitis, Ulcerative/genetics , Colitis, Ulcerative/metabolism , Crohn Disease/genetics , Crohn Disease/metabolism , Adolescent , Adult , Aged , Aged, 80 and over , Biomarkers/blood , Butyrates/blood , Case-Control Studies , Child , Child, Preschool , Colitis, Ulcerative/blood , Colitis, Ulcerative/drug therapy , Crohn Disease/blood , Crohn Disease/drug therapy , Cross-Sectional Studies , Feces/chemistry , Female , Genome-Wide Association Study , Genotype , HEK293 Cells , Humans , Male , Mendelian Randomization Analysis , Metabolome , Middle Aged , Plasmalogens/blood , Plasmalogens/genetics , Quantitative Trait Loci , Severity of Illness Index , Young Adult
4.
Annu Rev Med ; 72: 199-213, 2021 01 27.
Article in English | MEDLINE | ID: mdl-33502898

ABSTRACT

Ulcerative colitis (UC) is a relapsing and remitting inflammatory disease of the colon with a variable course. Despite advances in treatment, only approximately 40% of patients achieve clinical remission at the end of a year, prompting the exploration of new treatment modalities. This review explores novel therapeutic approaches to UC, including promising drugs in various stages of development, efforts to maximize the efficacy of currently available treatment options, and non-medication-based modalities. Treatment approaches which show promise in impacting the future of UC management are highlighted.


Subject(s)
Anti-Ulcer Agents/therapeutic use , Colitis, Ulcerative/therapy , Fecal Microbiota Transplantation/methods , Hyperbaric Oxygenation/methods , Immunologic Factors/therapeutic use , Janus Kinase Inhibitors/therapeutic use , Sphingosine 1 Phosphate Receptor Modulators/therapeutic use , Humans
5.
Article in English | MEDLINE | ID: mdl-31440118

ABSTRACT

Individualized treatment rules aim to identify if, when, which, and to whom treatment should be applied. A globally aging population, rising healthcare costs, and increased access to patient-level data have created an urgent need for high-quality estimators of individualized treatment rules that can be applied to observational data. A recent and promising line of research for estimating individualized treatment rules recasts the problem of estimating an optimal treatment rule as a weighted classification problem. We consider a class of estimators for optimal treatment rules that are analogous to convex large-margin classifiers. The proposed class applies to observational data and is doubly-robust in the sense that correct specification of either a propensity or outcome model leads to consistent estimation of the optimal individualized treatment rule. Using techniques from semiparametric efficiency theory, we derive rates of convergence for the proposed estimators and use these rates to characterize the bias-variance trade-off for estimating individualized treatment rules with classification-based methods. Simulation experiments informed by these results demonstrate that it is possible to construct new estimators within the proposed framework that significantly outperform existing ones. We illustrate the proposed methods using data from a labor training program and a study of inflammatory bowel syndrome.

6.
Gastroenterology ; 157(4): 1032-1043.e1, 2019 10.
Article in English | MEDLINE | ID: mdl-31228441

ABSTRACT

BACKGROUND & AIMS: There is no consensus on the best way to integrate biomarkers into inflammatory bowel disease (IBD) research and clinical practice. The International Organization for the Study of Inflammatory Bowel Disease aimed to outline biomarker definitions, categories, and operating properties required for their use in registration trials and clinical practice. Using fecal calprotectin as an example, we provide a framework for biomarker development and validation in patients with IBD. METHODS: We reviewed international society guidelines, regulatory agency guidance documents, and standardized reporting guidelines for biomarkers, in combination with publications on fecal calprotectin levels in patients with IBD. We assessed the validity of fecal calprotectin to serve as a surrogate biomarker of IBD activity and outlined a framework for further validation and development of biomarkers. RESULTS: No endpoints have been fully validated as surrogates of risk of disease complications; mucosal healing is the most valid endpoint used to determine risk of disease complications. Fecal level of calprotectin has not been validated as a biomarker for IBD activity because of lack of technical and clinical reliability, assessment of performance when used as a replacement for endoscopy, and assessment of responsiveness to changes in disease states. The level of fecal calprotectin can be used only as a prognostic factor for disease recurrence in patients in remission after medical or surgical treatment. CONCLUSIONS: We reviewed guidelines, regulatory documents, and publications to identify properties required for the development of biomarkers of IBD activity and areas in need of clarification from regulatory agencies and societies. We propose a path forward for research of biomarkers for IBD.


Subject(s)
Clinical Trials as Topic/methods , Critical Pathways , Feces/chemistry , Inflammatory Bowel Diseases/therapy , Leukocyte L1 Antigen Complex/metabolism , Biomarkers/metabolism , Consensus , Humans , Inflammatory Bowel Diseases/diagnosis , Inflammatory Bowel Diseases/metabolism , Predictive Value of Tests , Recurrence , Remission Induction , Reproducibility of Results , Research Design , Risk Factors , Time Factors , Treatment Outcome
7.
Gastroenterology ; 148(1): 37-51.e1, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25127678

ABSTRACT

It is important to have clear goals for treating inflammatory bowel disease in clinical practice and in research. Conventional end points for trials in ulcerative colitis and Crohn's disease have been based on composite indices, such as the Mayo Clinic Score and the Crohn's Disease Activity Index; these indices incorporate symptoms, signs, and findings from laboratory tests and sometimes endoscopic assessments. Although definitions of clinical response and remission have been based on these indices for regulatory purposes, they are difficult to apply to practice because they are complex and not intuitive to clinicians. This has caused a disconnect between clinical trials and practice. Recently, the use of composite indices in trials has been reevaluated in Food and Drug Administration-sponsored Gastroenterology Regulatory Endpoints and the Advancement of Therapeutics workshops due to concerns about the validity of the indices. Alternative measures of outcome and definitions of response are being developed. Patient-reported outcomes are psychometric instruments created and defined by patients to quantify symptoms. A combination of end points, comprising patient-reported outcomes and objective evaluation of inflammation by endoscopy, offers a clinically meaningful and scientifically valid alternative to existing composite indices. Unlike composite indices, response definitions based on endoscopy and patient-reported outcomes can be readily applied in practice. This convergence of outcome assessment in clinical trials and practice could expedite implementation of "treat-to-target" algorithms, in which therapy is progressively intensified until a specific treatment goal is reached. This approach could improve patient care by reducing rates of disease-related complications, surgery, and hospitalization.


Subject(s)
Clinical Trials as Topic , Colitis, Ulcerative/diagnosis , Colitis, Ulcerative/therapy , Crohn Disease/diagnosis , Crohn Disease/therapy , Evidence-Based Medicine , Patient Care Planning , Algorithms , Critical Pathways , Endoscopy, Gastrointestinal , Endpoint Determination , Humans , Predictive Value of Tests , Remission Induction , Self Report , Severity of Illness Index , Treatment Outcome
8.
Inflamm Bowel Dis ; 19(5): 1073-9, 2013 Apr.
Article in English | MEDLINE | ID: mdl-23511031

ABSTRACT

BACKGROUND: The commensal bacterial flora plays a critical role in the postoperative recurrence of Crohn's disease (CD). We conducted a randomized, double-blind, placebo-controlled 6-month pilot trial of ciprofloxacin for the prevention of endoscopic recurrence in patients with CD who underwent surgery. METHODS: Thirty-three patients with CD, who had undergone surgery with ileocolonic anastomosis within the previous 2 weeks, were randomized to treatment with ciprofloxacin (500 mg twice daily) or placebo tablets for 6 months. Endpoints were endoscopic recurrence at 6 months and safety and tolerability of long-term ciprofloxacin therapy. RESULTS: Thirty-three patients were randomized; 14 patients discontinued the study early. Significant endoscopic recurrence was observed in 3 of 9 patients (33%) in the ciprofloxacin group and 5 of 10 patients (50%) in the placebo group at 6 months after surgery (P < 0.578). The intention-to-treat analysis demonstrated endoscopic recurrence in 11 of 17 patients (65%) in the ciprofloxacin group and 11 of 16 patients (69%) in the placebo group at month 6 (P < 0.805). Thirty-six adverse events occurred in 19 of 33 patients (58%). Possible drug-associated adverse events occurred significantly more often in the ciprofloxacin group (P < 0.043), leading to study drug discontinuation in 24% (4 of 17) and 6% of patients (1 of 16) in the ciprofloxacin and placebo groups, respectively (P < 0.166). CONCLUSIONS: In this pilot study, ciprofloxacin was not more effective than placebo for the prevention of postoperative recurrence in patients with CD. Long-term ciprofloxacin therapy is limited by drug-associated side effects. Future studies in postoperative prevention of CD should evaluate antibiotic approaches with a more favorable safety profile.


Subject(s)
Anti-Infective Agents/therapeutic use , Ciprofloxacin/therapeutic use , Crohn Disease/surgery , Postoperative Complications/prevention & control , Secondary Prevention , Adolescent , Adult , Anastomosis, Surgical , Double-Blind Method , Endoscopy , Female , Follow-Up Studies , Humans , Male , Maximum Tolerated Dose , Middle Aged , Pilot Projects , Prognosis , Young Adult
9.
Dig Dis ; 30 Suppl 3: 100-6, 2012.
Article in English | MEDLINE | ID: mdl-23295699

ABSTRACT

Crohn's disease and ulcerative colitis are heterogeneous conditions with highly variable courses of disease. Recent studies have focused on the time soon after diagnosis as a potential window of opportunity before which complicated disease behaviors have ensued and in which attaining adequate control of the inflammatory process might improve long-term outcomes. This review covers the use of immune suppression and biological therapy early in the course of inflammatory bowel disease. It includes the rationale for using these medications earlier, the features of early disease that may lead to improved outcomes with early intervention, the most optimal strategies for early treatment, the benefits of early intervention and the risks of this approach. In addition, we discuss the issue of which patients to choose for early intervention through risk stratification.


Subject(s)
Biological Therapy/adverse effects , Immunosuppression Therapy/adverse effects , Inflammatory Bowel Diseases/therapy , Humans , Immunosuppressive Agents/therapeutic use , Inflammatory Bowel Diseases/drug therapy , Inflammatory Bowel Diseases/pathology , Randomized Controlled Trials as Topic , Risk Factors
10.
Rev Gastroenterol Disord ; 4 Suppl 3: S10-7, 2004.
Article in English | MEDLINE | ID: mdl-15580148

ABSTRACT

Anti-tumor necrosis factor (TNF) antibodies are powerful therapeutic agents for the treatment of Crohn's disease. TNF has diverse proinflammatory effects within the intestinal mucosa and is a pivotal cytokine in the inflammatory cascade. Although anti-TNF antibodies exert a variety of anti-inflammatory effects by neutralizing the cytokine, these agents vary in their efficacy. Recent data suggest that the ability to bind transmembrane TNF is a key property necessary for efficacy. Transmembrane binding of TNF effects apoptosis of T cells, thereby alleviating a fundamental defect in Crohn's disease in the regulation of T cell populations.


Subject(s)
Crohn Disease/physiopathology , Tumor Necrosis Factor-alpha/immunology , Animals , Antibodies/therapeutic use , Antibodies, Monoclonal/therapeutic use , Antibodies, Monoclonal, Humanized , Apoptosis/physiology , Biological Therapy , Certolizumab Pegol , Crohn Disease/drug therapy , Crohn Disease/immunology , Etanercept , Humans , Immunoglobulin Fab Fragments , Immunoglobulin G/therapeutic use , Infliximab , Polyethylene Glycols/therapeutic use , Receptors, Tumor Necrosis Factor/therapeutic use , Recombinant Fusion Proteins/therapeutic use , T-Lymphocytes/immunology , Tumor Necrosis Factor-alpha/antagonists & inhibitors , Tumor Necrosis Factor-alpha/physiology
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