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Bürgisser N, Mongin D, Mehouachi S, Buclin CP, Guemara R, Darbellay Farhoumand P, Braillard O, Lauper K, Courvoisier DS. Development and validation of a self-updating gout register from electronic health records data. RMD Open 2024; 10:e004120. [PMID: 38663884 PMCID: PMC11043720 DOI: 10.1136/rmdopen-2024-004120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 04/10/2024] [Indexed: 04/28/2024] Open
Abstract
OBJECTIVE To develop an automatic gout register from electronic health records (EHRs) data. METHODS We analysed the EHR of all patients >18 years old from a tertiary academic hospital (2013-2022) based on six criteria: International Classification of Diseases 10 gout diagnosis, urate-lowering therapy prescription, monosodium urate crystals in joint aspiration and gout-related terms in problem lists, clinical or imaging reports. We assessed the positive and negative predictive value (PPV and NPV) of the query by chart reviews. RESULTS Of 2 110 902 outpatients and inpatients, 10 289 had at least one criterion for gout. The combination of joint aspiration OR diagnostic in the problem list OR≥2 other criteria created a register of 5138 patients, with a PPV of 92.4% (95% CI 88.5% to 95.0%) and an NPV of 94.3% (95% CI 91.9% to 96.0%). PPV and NPV were similar among outpatients and inpatients. Incidence was 2.9 per 1000 person-year and dropped by 30% from the COVID-19 pandemic onward. Patients with gout were on average 71.2 years old (SD 14.9), mainly male (76.5%), overweight (69.5%) and polymorbid (mean number of comorbidities of 3, IQR 1-5). More than half (57.4%) had received a urate-lowering treatment, 6.7% had a gout that led to a hospitalisation or ≥2 flares within a year and 32.9% received a rheumatology consultation. CONCLUSION An automatic EHR-based gout register is feasible, valid and could be used to evaluate and improve gout management. Interestingly, the register uncovered a marked underdiagnosis or under-reporting of gout since the COVID-19 pandemic.
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Affiliation(s)
- Nils Bürgisser
- Division of Rheumatology, Geneva University Hospitals, Geneva, Switzerland
- Division of Internal Medicine, Geneva University Hospitals, Geneva, Switzerland
- University of Geneva Faculty of Medicine, Geneva, Switzerland
| | - Denis Mongin
- Division of Rheumatology, Geneva University Hospitals, Geneva, Switzerland
- University of Geneva Faculty of Medicine, Geneva, Switzerland
| | - Samia Mehouachi
- Division of Rheumatology, Geneva University Hospitals, Geneva, Switzerland
- Quality of Care Division, Geneva University Hospitals, Geneva, Switzerland
| | - Clement P Buclin
- Division of Internal Medicine, Geneva University Hospitals, Geneva, Switzerland
- University of Geneva Faculty of Medicine, Geneva, Switzerland
| | - Romain Guemara
- Division of Rheumatology, Geneva University Hospitals, Geneva, Switzerland
| | | | - Olivia Braillard
- Division of Primary Care Medicine, Geneva University Hospitals, Geneva, Switzerland
| | - Kim Lauper
- Division of Rheumatology, Geneva University Hospitals, Geneva, Switzerland
- Geneva Center for Inflammation research, University of Geneva Faculty of Medicine, Geneva, Switzerland
| | - Delphine S Courvoisier
- Division of Rheumatology, Geneva University Hospitals, Geneva, Switzerland
- University of Geneva Faculty of Medicine, Geneva, Switzerland
- Quality of Care Division, Geneva University Hospitals, Geneva, Switzerland
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Morris NT, Brook J, Ben-Artzi A, Martin W, Kermani TA, Avedikian-Tatosyan L, Karpouzas G, Nagam H, Navarro G, Choi S, Taylor MB, Elashoff D, Kaeley GS, Ranganath VK. Doppler ultrasound impacts response to intravenous tocilizumab in rheumatoid arthritis patients. Clin Rheumatol 2021; 40:5055-5065. [PMID: 34269927 DOI: 10.1007/s10067-021-05857-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 06/29/2021] [Accepted: 07/01/2021] [Indexed: 11/28/2022]
Abstract
OBJECTIVE Within rheumatoid arthritis (RA) patients treated with intravenous tocilizumab (IV-TCZ), it is unclear if power Doppler ultrasonography (PDUS) can predict future clinical response. This study sought to determine if baseline PDUS or its early changes can predict 12-week and 24-week disease activity outcomes, and quantify the need for dose escalation (4 to 8 mg/kg). METHODS Fifty-four RA patients starting IV-TCZ were evaluated at baseline, 4, 6, 12, 16, and 24 weeks using 34-joint PDUS (US34-PDUS), clinical disease activity index (CDAI), 28-joint disease activity score using erythrocyte sedimentation rate (DAS28-ESR), ACR 20/50/70, health assessment questionnaire-disability index (HAQ-DI), and PDUS 20/50/70, a novel measure. Logistic regression models evaluated the predictive utility of US34-PDUS of DAS28-ESR response after adjusting for covariates. RESULTS Ninety-four percent of patients required dose escalation to 8 mg/kg. US34-PDUS, CDAI, and DAS28-ESR improved significantly over 24 weeks (p < 0.001). Baseline PDUS and 12-week PDUS change correlated with CDAI at 24 weeks (p < 0.05). Logistic regression demonstrated baseline US34-PDUS was independently associated with DAS28-ESR ≥ 1.2 response, even after adjusting for baseline DAS28-ESR (p = 0.03). CDAI, DAS28-ESR, and their components increased across PDUS 20/50/70 categories; however, HAQ-DI did not. CONCLUSION RA patients treated with IV-TCZ for 24 weeks demonstrated significant improvement, and baseline/early changes in PDUS were predictive of later clinical response. The PDUS 20/50/70 measure is a novel metric of response. This study suggests that IV-TCZ 4 mg/kg may not be sufficient to attain low RA disease activity at 12 weeks, in RA patients with moderate to severe disease (DAS28 ≥ 4.4 and US34-PDUS ≥ 10). TRIAL REGISTRATION ClinicalTrials.gov NCT01717859 Key Points • Over 90% of RA patients with baseline DAS28-ESR ≥ 4.4 and PDUS34 ≥ 10 required intravenous tocilizumab dose escalation from 4 to 8 mg/kg at 12 weeks. • Reduction in power Doppler ultrasonography (US34-PDUS) scores correlate with DAS28-ESR and CDAI over 24 weeks in rheumatoid arthritis patients with moderate to severe disease activity. • Baseline US34-PDUS predicts future improvements in clinical disease activity outcomes, independent of baseline DAS28-ESR. • Clinical response measures, DAS28-ESR and CDAI, improved across US34-PDUS 20/50/70 categories, while patient-reported outcomes did not.
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Affiliation(s)
- Nicolette T Morris
- Division of Rheumatology, David Geffen School of Medicine, University of California, Los Angeles, 1000 Veteran Avenue, Box 32-59, Los Angeles, CA, 90024, USA
| | - Jenny Brook
- Department of Medicine Statistics Core, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Ami Ben-Artzi
- Division of Rheumatology, Cedars Sinai Medical Center, Los Angeles, CA, USA
| | - William Martin
- Division of Rheumatology, David Geffen School of Medicine, University of California, Los Angeles, 1000 Veteran Avenue, Box 32-59, Los Angeles, CA, 90024, USA
| | - Tanaz A Kermani
- Division of Rheumatology, David Geffen School of Medicine, University of California, Los Angeles, 1000 Veteran Avenue, Box 32-59, Los Angeles, CA, 90024, USA
| | | | - George Karpouzas
- Division of Rheumatology, Harbor-UCLA Medical Center, Los Angeles, CA, USA
| | - Himakar Nagam
- University of California, Irvine, School of Medicine, Irvine, CA, USA
| | - Geraldine Navarro
- Division of Rheumatology, David Geffen School of Medicine, University of California, Los Angeles, 1000 Veteran Avenue, Box 32-59, Los Angeles, CA, 90024, USA
| | - Soo Choi
- Division of Rheumatology, School of Medicine, University of California, San Diego, San Diego, CA, USA
| | - Mihaela B Taylor
- Division of Rheumatology, David Geffen School of Medicine, University of California, Los Angeles, 1000 Veteran Avenue, Box 32-59, Los Angeles, CA, 90024, USA
| | - David Elashoff
- Department of Medicine Statistics Core, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Gurjit S Kaeley
- Division of Rheumatology and Clinical Immunology, College of Medicine, University of Florida, Jacksonville, Jacksonville, FL, USA
| | - Veena K Ranganath
- Division of Rheumatology, David Geffen School of Medicine, University of California, Los Angeles, 1000 Veteran Avenue, Box 32-59, Los Angeles, CA, 90024, USA.
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Abstract
In recent years, technological improvements allowed imaging modalities to become increasingly essential in achieving early and precise diagnoses in the field of rheumatic and musculoskeletal diseases (RMDs). To date, imaging examinations are routinely used in all steps of diagnostic and therapeutic care pathways of patients affected by RMDs. The articles published in this Article Collection clearly show the efforts of researchers to find innovative applications of musculoskeletal imaging in clinical practice and to face the crucial challenges that remain in the interpretation and quality control of images. Highly performing diagnostic technologies are currently available to early diagnose and accurately monitor several musculoskeletal disorders, but also to guide personalized interventional therapeutic procedures tailored to the individual patients in the emerging process of precision medicine. Among these new modalities, some are particularly promising and thereby subject to several lines of research in RMDs, including SPECT-CT and dual-energy CT, MRI sequences, high and ultra-high frequency ultrasound with effective tools like shear wave elastography.
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Affiliation(s)
- Domenico Albano
- IRCCS Istituto Ortopedico Galeazzi Milano, Via Riccardo Galeazzi 4, 20161, Milan, Italy. .,Sezione di Scienze Radiologiche, Dipartimento di Biomedicina, Neuroscienze e Diagnostica Avanzata, Università degli Studi di Palermo, Via del Vespro 127, 90127, Palermo, Italy.
| | - Francesco Carubbi
- Department of Life, Internal Medicine and Nephrology Unit, Health & Environmental Sciences, University of L'Aquila, L'Aquila, Italy.,Department of Medicine, ASL 1 Avezzano-Sulmona-L'Aquila, L'Aquila, Italy
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Razmjou AA, Brook J, Elashoff D, Kaeley G, Choi S, Kermani T, Ranganath VK. Ultrasound and multi-biomarker disease activity score for assessing and predicting clinical response to tofacitinib treatment in patients with rheumatoid arthritis. BMC Rheumatol 2020; 4:55. [PMID: 33089069 PMCID: PMC7569763 DOI: 10.1186/s41927-020-00153-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 08/05/2020] [Indexed: 12/15/2022] Open
Abstract
Background Musculoskeletal ultrasound (MSUS) and the multi-biomarker disease activity (MBDA) score are outcome measures that may aid in the management of rheumatoid arthritis (RA) patients. This study evaluated tofacitinib response by MSUS/MBDA scores and assessed whether baseline MSUS/MBDA scores or their early changes predict later clinical response. Methods Twenty-five RA patients treated with tofacitinib were assessed at baseline, 2, 6 and 12-weeks. Power doppler (PDUS) and gray scale (GSUS) ultrasound scores, MBDA score, clinical disease activity index (CDAI), and disease activity score (DAS28) were obtained. Pearson correlations and multiple linear regression models were used to evaluate associations and identify predictors of response to therapy. Results MSUS, MBDA scores, CDAI, and DAS28 improved significantly over 12 weeks (p < 0.0001). Baseline MSUS and MBDA score correlated with each other, and with 12-week changes in CDAI/DAS28 (r = 0.45–0.62, p < 0.05), except for GSUS with DAS28. Two-week change in MSUS correlated significantly with 12-week changes in CDAI/DAS28 (r = 0.42–0.57, p < 0.05), except for early change in PDUS with 12-week change in CDAI. Regression analysis demonstrated significant independent associations between baseline PDUS/MBDA score and 6-week change in CDAI/DAS28, with adjustment for baseline CDAI/DAS28 (all p < 0.05); and between baseline MBDA scores and 12-week change in DAS28 (p = 0.03). Conclusions RA patients treated with tofacitinib for 12 weeks demonstrated improvement by clinical, imaging, and biomarker end-points. Baseline PDUS and MBDA score were predictive of CDAI and DAS28 responses. This is the first study to evaluate early measurements of MSUS and MBDA score as predictors of clinical response in RA patients treated with tofacitinib. Trial registration ClinicalTrials.gov NCT02321930 (registered 12/22/2014).
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Affiliation(s)
- Amir A Razmjou
- Department of Medicine, UCLA-David Geffen School of Medicine, Los Angeles, USA
| | - Jenny Brook
- Department of Medicine Statistics Core, UCLA-David Geffen School of Medicine, Los Angeles, USA
| | - David Elashoff
- Department of Medicine Statistics Core, UCLA-David Geffen School of Medicine, Los Angeles, USA
| | - Gurjit Kaeley
- Department of Rheumatology, University of Florida Health, Jacksonville, USA
| | - Soo Choi
- Department of Rheumatology, University of California, San Diego, USA
| | - Tanaz Kermani
- Department of Rheumatology, UCLA-David Geffen School of Medicine, 1000 Veteran Blvd., RM 32-59, Los Angeles, CA 90095 USA
| | - Veena K Ranganath
- Department of Rheumatology, UCLA-David Geffen School of Medicine, 1000 Veteran Blvd., RM 32-59, Los Angeles, CA 90095 USA
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Kuo D, Morris NT, Kaeley GS, Ben-Artzi A, Brook J, Elashoff DA, Ranganath VK. Sentinel joint scoring in rheumatoid arthritis: an individualized power Doppler assessment strategy. Clin Rheumatol 2020; 40:1077-1084. [PMID: 32803573 DOI: 10.1007/s10067-020-05340-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 08/04/2020] [Accepted: 08/08/2020] [Indexed: 12/26/2022]
Abstract
OBJECTIVE Musculoskeletal ultrasound quantifies the total synovial inflammatory burden in rheumatoid arthritis (RA) but is time consuming when scanning numerous joints. This study evaluated a novel patient-centered method for constructing a longitudinal ultrasound score in RA patients. METHODS Fifty-four RA patients starting intravenous tocilizumab were evaluated with power Doppler ultrasound (PDUS) of 34 joints and DAS28-ESR was assessed at baseline and weeks 4, 12, 16, and 24. The sentinel joint score (SJS) was derived from the reduced subset of joints with PDUS ≥ 1 at baseline. Total PDUS (tPDUS) score and US7 were also calculated. Changes in tPDUS and SJS were correlated. Effect sizes were calculated for tPDUS, SJS, and US7. The proportion of "flipped" joints without baseline PDUS signal that later developed PDUS signal was estimated. RESULTS At baseline, 1236/1829 joints scanned (67.5%) did not have PDUS signal. The proportion of "flipped" joints at 24 weeks was 5.6% for ≥ 1, 2.9% for ≥ 2, and 1.0% for = 3 PD. tPDUS and SJS scores were highly correlated (r = 0.91 to 0.97). Overall the effect sizes for tPDUS, SJS, and US7 increased over 24 weeks, where SJS was the highest (SJS 1.00 4-week, 1.07 12-week, 1.26 24-week) and tPDUS and US7 were comparable (tPDUS 0.32 4-week, 0.52 12-week, 0.84 24-week; US7 0.23 4-week, 0.52 12-week, 0.74 24-week). CONCLUSION In RA patients starting a biologic, scanning only joints with baseline PDUS signal can substantially reduce the number of joints requiring follow-up scanning by 67.5% and improves feasibility. "Flipped" joints are infrequently seen after starting therapy. TRIAL REGISTRATION ClinicalTrials.gov NCT01717859 Key messages • Only a small percent of joints develop power Doppler signal after baseline scanning. • Changes in the SJS correlate well with changes in clinical activity measured by DAS28-ESR over time. • The SJS effect size is higher than total PDUS and US7 scores, and may improve examination feasibility.
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Affiliation(s)
- Daniel Kuo
- David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Nicolette T Morris
- David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Gurjit S Kaeley
- College of Medicine, University of Florida, Jacksonville, FL, USA
| | - Ami Ben-Artzi
- Division of Rheumatology, Cedars Sinai Medical Center, Los Angeles, CA, USA
| | - Jenny Brook
- David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - David A Elashoff
- David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Veena K Ranganath
- David Geffen School of Medicine, University of California, Los Angeles, CA, USA.
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