Abstracts tagged "informatics"

Abstract Number: 0125 • ACR Convergence 2024
Electronic Health Record Rule-Based Computable Phenotype of Antiphospholipid Syndrome
Emily Balczewski¹, Amala Ambati², Wenying Liang¹, Jacqueline Madison¹, Yu Zuo¹, Karandeep Singh³ and Jason Knight¹, ¹University of Michigan, Ann Arbor, MI, ²University of Michigan, Toledo, OH, ³University of California -- San Diego, San Diego, CA
Background/Purpose: Electronic health record (EHR) data provide a widely available, inexpensive, and information-rich tool that is underutilized in the research of rare diseases like antiphospholipid…
Abstract Number: 2192 • ACR Convergence 2024
Utilizing Electronic Health Record Pre-Consultation Data to Create a Predictive Algorithm for Diagnosis of Chronic Pediatric Rheumatic Conditions
Kendra Lauer¹, Kyla Driest², Laura Pratt³ and Alysha Taxter², ¹Nationwide Children's Hospital, Dublin, OH, ²Nationwide Children's Hospital, Columbus, OH, ³Nationwide Children's Hospital/The Ohio State University College of Medicine, Columbus, OH
Background/Purpose: With the current workforce shortage, wait times for initial consultation with pediatric rheumatology are lengthy and many referrals do not result in a rheumatic…
Abstract Number: 0126 • ACR Convergence 2024
Underdiagnosis Prediction Fingerprint for Antiphospholipid Syndrome Derived from Electronic Health Record Data
Emily Balczewski¹, Amala Ambati², Wenying Liang¹, Jacqueline Madison¹, Yu Zuo¹, Karandeep Singh³ and Jason Knight¹, ¹University of Michigan, Ann Arbor, MI, ²University of Michigan, Toledo, OH, ³University of California -- San Diego, San Diego, CA
Background/Purpose: Antiphospholipid syndrome (APS) is a rare autoimmune disease that is likely to demonstrate improved outcomes with earlier diagnosis and treatment. However, given APS’s complex,…
Abstract Number: 2405 • ACR Convergence 2024
Chat-GPT Performance in Diagnosis of Rheumatological Diseases: A Comparison with Specialist’s Opinion
Lucas Goncalves¹ and Carlos Antonio Moura², ¹Bahiana School of Medicine and Public Health, Salvador, Bahia, Brazil, ²Bahiana School of Medicine and Public Health, Santo Antonio's Hospital, Sister Dulce's Social Works, Universidade Salvador (UNIFACS), Salvador, Bahia, Brazil
Background/Purpose: Despite Generative Pretrained Transformer Chat (Chat-GPT) is an artificial intelligence tool with the potential to assist doctors in diagnosing and treating patients, little is…
Abstract Number: 0372 • ACR Convergence 2024
Readability Analysis of the American College of Rheumatology Patient Education Material
Quynh Giao Nguyen, Arianna Moss and Priyanka Iyer, University of California Irvine, Orange, CA
Background/Purpose: Patient education materials are an important resource to improve health education. According to the American Medical Association (AMA), education materials should not be written above a 6th grade…
Abstract Number: 2536 • ACR Convergence 2024
Trans-Disease Microbial Biomarkers of Protection and Pathogenesis in Autoimmune Conditions: Results from the AMP AIM Consortium
Kevin Bu¹, Rebecca Blank², Adam Cantor¹, Alba Boix-Amoros³, Jose Scher⁴ and Jose Clemente¹, and Accelerating Medicines Partnership and Immune-Mediated Diseases Network (AMP AIM), ¹Icahn School of Medicine at Mount Sinai, New York, NY, ²NYU, New York, NY, ³Icahn School of Medicine, New York, NY, ⁴New York University School of Medicine, New York, NY
Background/Purpose: Autoimmune and immune-mediated diseases (AIMDs) affect over 20 million Americans. Although AIMDs have distinct symptomatology, there is significant overlap in their treatment, suggesting overlap…
Abstract Number: 0391 • ACR Convergence 2024
Using Machine Learning to Predict Inactive Disease in Juvenile Idiopathic Arthritis
Mei-Sing Ong¹, Marc Natter², Laura Schanberg³ and Yukiko Kimura⁴, and CARRA Registry Investigators, ¹Harvard Medical School & Harvard Pilgrim Healthcare Institute, Boston, MA, ²Boston Children's Hospital, Boston, MA, ³Duke University Medical Center, DURHAM, NC, ⁴Hackensack Meridian School of Medicine, New York, NY
Background/Purpose: Optimizing treatment of JIA continues to be a challenge. Biologic DMARD (bDMARD) therapies have significantly improved outcomes but is costly, may be more difficult…
Abstract Number: 2621 • ACR Convergence 2024
Trends in Disease Activity in Rheumatoid Arthritis over 2009-2023 Utilizing DAS28-CRP Inferred from Electronic Health Records
David Cheng¹, Vidul Panickan², Andrew Cagan³, Gregory McDermott⁴, Mary Jeffway³, Ying Qi⁵, Feng Liu³, Michael Weinblatt⁶, Nancy Shadick⁵, Tianxi Cai⁷ and Katherine Liao³, ¹Massachusetts General Hospital, Boston, MA, ²Harvard Medical School, Boston, MA, ³Brigham and Women's Hospital, Boston, MA, ⁴Brigham and Women’s Hospital, Brookline, MA, ⁵Brigham and Women’s Hospital, Boston, MA, ⁶Brigham and Women's Hospital/ Harvard Medical School, Waban, MA, ⁷Harvard T.H. Chan School of Public Health, Boston, MA
Background/Purpose: Systematic measurement and documentation of disease activity in RA patients is key for monitoring quality of care and is an important outcome and predictor…
Abstract Number: 0456 • ACR Convergence 2024
Use of Machine Learning to Evaluate Incremental Value of Actigraphy Data for Classifying Treatment Response in Patients with Rheumatoid Arthritis
Jeffrey Curtis¹, Yujie Su², Cassie Clinton³, David Curtis⁴, Laura Stradford⁵, Patrick Zueger⁶, William Benjamin Nowell⁷, Pankaj Patel⁸, Esteban Rivera⁹, Kelly Gavigan⁴, Shilpa Venkatachalam¹⁰ and Fenglong Xie³, ¹FASTER Medicine, Hoover, AL, ²Illumination Health, Hoover, AL, ³University of Alabama at Birmingham, Birmingham, AL, ⁴Global Healthy Living Foundation, Upper Nyack, NY, ⁵Global Healthy Living Foundation, Nyack, NY, ⁶AbbVie Inc, North Chicago, IL, ⁷Regeneron, New York, NY, ⁸AbbVie Inc., North Chicago, IL, ⁹Global Healthy Living Foundation, Long Island City, NY, ¹⁰Global Healthy Living Foundation, New York, NY
Background/Purpose: Digital health technology to collect electronic patient reported outcomes (ePRO) and biosensor data are increasingly used to generate real-world data in pharmacoepidemiology. However, the…
Abstract Number: 2692 • ACR Convergence 2024
Transcriptomic Profiling of Kidney Biopsies Implicates Th17 and IL-17 in ANCA-Associated Vasculitis
Ivana Stojkic¹, Arnon Arazi², Huijuan Song³, Pearlly Yan⁴, Estela Puchulu-Campanella³, Hubao Wang³, Lynn Fussner³, Brad Rovin³, Samir Parikh⁵, Stacy Ardoin⁶, Daniel Koboldt⁷, James Fitch⁷ and Salem Almaani⁸, ¹Nationwide, Columbus, OH, ²Feinstein Institutes for Medical Research, Melrose, MA, ³The Ohio State University, Columbus, OH, ⁴The Ohio State University, Columbus, ⁵Ohio State University, Columbus, OH, ⁶Nationwide Children's Hospital, Columbus, OH, ⁷Steve and Cindy Rasmussen Institute for Genomic Medicine, Columbus, OH, ⁸The Ohio State University Medical Center, Columbus, OH
Background/Purpose: ANCA-associated vasculitis (AAV) is a severe autoimmune disease targeting small vessels, with significant kidney involvement. Despite current therapies, up to 28% of patients progress…
Abstract Number: 0608 • ACR Convergence 2024
Systematic Analysis Demonstrates the Added Value of CB-CAPs to SLE Diagnosis in a Large Validation Cohort
Andrew Concoff¹, Touba Warsi², Sepehr Taghavi², Sudha Kumar², Abigail Patalinghug², Christine Schleif², Brittany Partain³, Joseph Ahearn⁴, Chau-Ching Liu⁵, Nicole Wilson⁵, Susan Manzi⁵ and Tyler O'Malley⁶, ¹Exagen, Inc., Los Angeles, CA, ²Exagen, Carlsbad, CA, ³Exagen, Boston, MA, ⁴Allegheny Health Network, Wexford, PA, ⁵Allegheny Health Network, Pittsburgh, PA, ⁶Exagen, Vista, CA
Background/Purpose: Cell bound complement activation products (CB-CAPs) including erythrocyte-bound C4d (EC4d) and B-lymphocyte C4d (BC4d) demonstrate increased diagnostic accuracy compared to conventional SLE markers (anti-dsDNA,…
Abstract Number: 0709 • ACR Convergence 2024
Linear Combination of Principal Components Achieves Top Performance in Identifying Rheumatologist-Diagnosed Systemic Sclerosis from Electronic Health Records
Yiming Luo, Gongbo Zhang, Chunhua Weng and Elana Bernstein, Columbia University Irving Medical Center, New York, NY
Background/Purpose: Systemic sclerosis (SSc) is a rare systemic autoimmune rheumatic disease. International Classification of Diseases (ICD) code counts (for example, using ≥ 2 ICD-10 codes…
Abstract Number: 0728 • ACR Convergence 2024
Glomerular Proteomic Signature in ANCA-associated Glomerulonephritis
Ivana Stojkic¹, Arnon Arazi², Huijuan Song³, Pearlly Yan⁴, Estela Puchulu-Campanella⁴, Hubao Wang³, Lynn Fussner³, Brad Rovin³, Samir Parikh⁵ and Salem Almaani⁶, ¹Nationwide, Columbus, OH, ²Feinstein Institutes for Medical Research, Melrose, MA, ³The Ohio State University, Columbus, OH, ⁴The Ohio State University, Columbus, ⁵Ohio State University, Columbus, OH, ⁶The Ohio State University Medical Center, Columbus, OH
Background/Purpose: Crescentic glomerulonephritis (AAGN) is a common manifestation of ANCA-associated vasculitis (AAV) but does not occur in all patients. It is unclear whether the immune…
Abstract Number: 0816 • ACR Convergence 2024
Distinct Transcript and Protein Dysregulation Patterns in Dermatomyositis and Systemic Lupus Erythematosus
James Ward¹, Mythri Ambatipudi², Zerai Manna³, Michael Smith⁴, Melissa de los Reyes⁵, Adam Schiffenbauer⁶, Saifur Rahman⁷, Kamelia Zerrouki⁵, Fredrick Miller¹, Mariana Kaplan⁸, Jian-Liang Li¹, Kerry Casey⁹, Lisa Rider¹⁰ and Sarfaraz Hasni⁶, ¹National Institute of Environmental Health Sciences, NIH, Durham, NC, ²Harvard Medical School, Boston, MA, ³NIH, Bethesda, MD, ⁴Horizon Therapeutics, Alexandria, VA, ⁵AstraZeneca, Gaithersburg, MD, ⁶NATIONAL INSTITUTES OF HEALTH, Bethesda, MD, ⁷AstraZeneca, Gaithersburg, ⁸NIAMS/NIH, Bethesda, MD, ⁹Regeneron Pharmaceuticals, Terrytown, NY, ¹⁰NIEHS, NIH, Garrett Park, MD
Background/Purpose: Systemic lupus erythematosus (SLE) and dermatomyositis (DM) are hypothesized to be triggered by shared genetic and environmental factors leading to aberrant activation of innate…
Abstract Number: 0901 • ACR Convergence 2024
Intergenic Alu Elements Are Uniquely Expressed in Dermatomyositis and Correlate with Interferon Stimulated Genes
Rayan Najjar¹, Andrew Mammen² and Tomas Mustelin¹, ¹University of Washington, Seattle, WA, ²NIH, Bethesda, MD
Background/Purpose: As genes constitute < 2% of our genomes, there is a need to explore potential roles of other genomic elements in autoimmune disease. We…

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Accepted abstracts are made available to the public online in advance of the meeting and are published in a special online supplement of Arthritis & Rheumatology. Information contained in those abstracts may not be released until the abstracts appear online. Academic institutions, private organizations and companies with products whose value may be influenced by information contained in an abstract may issue a press release to coincide with the availability of an ACR abstract on the ACR website. However, the ACR continues to require that information that goes beyond that contained in the abstract (e.g., discussion of the abstract done as part a scientific presentation or presentation of additional new information that will be available at the time of the meeting) is under embargo until Saturday, November 11, 2023.

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