Decision Impact Analysis to Measure the Influence of Molecular Signature Response Classifier Testing on Treatment Selection in Rheumatoid Arthritis.

IF 2.9 3区 医学 Q2 RHEUMATOLOGY Rheumatology and Therapy Pub Date : 2024-02-01 Epub Date: 2023-11-10 DOI:10.1007/s40744-023-00618-1
Jeffrey R Curtis, Vibeke Strand, Steven J Golombek, George A Karpouzas, Lixia Zhang, Angus Wong, Krishna Patel, Jennifer Dines, Viatcheslav R Akmaev
{"title":"Decision Impact Analysis to Measure the Influence of Molecular Signature Response Classifier Testing on Treatment Selection in Rheumatoid Arthritis.","authors":"Jeffrey R Curtis, Vibeke Strand, Steven J Golombek, George A Karpouzas, Lixia Zhang, Angus Wong, Krishna Patel, Jennifer Dines, Viatcheslav R Akmaev","doi":"10.1007/s40744-023-00618-1","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Clinical guidelines offer little guidance for treatment selection following inadequate response to conventional synthetic disease-modifying antirheumatic drug (csDMARD) in rheumatoid arthritis (RA). A molecular signature response classifier (MSRC) was validated to predict tumor necrosis factor inhibitor (TNFi) inadequate response. The decision impact of MSRC results on biologic and targeted synthetic disease-modifying antirheumatic drug (b/tsDMARD) selection was evaluated.</p><p><strong>Methods: </strong>This is an analysis of AIMS, a longitudinal, prospective database of patients with RA tested using the MSRC. This study assessed selection of b/tsDMARDs class after MSRC testing by surveying physicians, the rate of b/tsDMARD prescriptions aligning with MSRC results, and the percentage of physicians utilizing MSRC results for decision-making.</p><p><strong>Results: </strong>Of 1018 participants, 70.7% (720/1018) had treatment selected after receiving MSRC results. In this MSRC-informed cohort, 75.6% (544/720) of patients received a b/tsDMARD aligned with MSRC results, and 84.6% (609/720) of providers reported using MSRC results to guide treatment selection. The most prevalent reason reported (8.2%, 59/720) for not aligning treatment selection with MSRC results from the total cohort was health insurance coverage issues.</p><p><strong>Conclusion: </strong>This study showed that rheumatologists reported using the MSRC test to guide b/tsDMARD selection for patients with RA. In most cases, MSRC test results appeared to influence clinical decision-making according to physician self-report. Wider adoption of precision medicine tools like the MSRC could support rheumatologists and patients in working together to achieve optimal outcomes for RA.</p>","PeriodicalId":21267,"journal":{"name":"Rheumatology and Therapy","volume":" ","pages":"61-77"},"PeriodicalIF":2.9000,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10796853/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Rheumatology and Therapy","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s40744-023-00618-1","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2023/11/10 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"RHEUMATOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Introduction: Clinical guidelines offer little guidance for treatment selection following inadequate response to conventional synthetic disease-modifying antirheumatic drug (csDMARD) in rheumatoid arthritis (RA). A molecular signature response classifier (MSRC) was validated to predict tumor necrosis factor inhibitor (TNFi) inadequate response. The decision impact of MSRC results on biologic and targeted synthetic disease-modifying antirheumatic drug (b/tsDMARD) selection was evaluated.

Methods: This is an analysis of AIMS, a longitudinal, prospective database of patients with RA tested using the MSRC. This study assessed selection of b/tsDMARDs class after MSRC testing by surveying physicians, the rate of b/tsDMARD prescriptions aligning with MSRC results, and the percentage of physicians utilizing MSRC results for decision-making.

Results: Of 1018 participants, 70.7% (720/1018) had treatment selected after receiving MSRC results. In this MSRC-informed cohort, 75.6% (544/720) of patients received a b/tsDMARD aligned with MSRC results, and 84.6% (609/720) of providers reported using MSRC results to guide treatment selection. The most prevalent reason reported (8.2%, 59/720) for not aligning treatment selection with MSRC results from the total cohort was health insurance coverage issues.

Conclusion: This study showed that rheumatologists reported using the MSRC test to guide b/tsDMARD selection for patients with RA. In most cases, MSRC test results appeared to influence clinical decision-making according to physician self-report. Wider adoption of precision medicine tools like the MSRC could support rheumatologists and patients in working together to achieve optimal outcomes for RA.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
测量分子特征反应分类器测试对类风湿性关节炎治疗选择影响的决策影响分析。
引言:临床指南对类风湿性关节炎(RA)患者对常规合成疾病改良抗风湿药物(csDMARD)反应不足,对治疗选择几乎没有指导意义。验证了分子特征反应分类器(MSRC)预测肿瘤坏死因子抑制剂(TNFi)反应不足。评估了MSRC结果对生物和靶向合成疾病修饰抗风湿病药物(b/tsDMARD)选择的决策影响。方法:这是对AIMS的分析,AIMS是一个使用MSRC测试的RA患者的纵向前瞻性数据库。本研究通过调查医生评估了MSRC测试后b/tsDMARD类别的选择、b/tsDMARD-处方与MSRC结果一致的比率,以及医生利用MSRC结果进行决策的百分比。结果:在1018名参与者中,70.7%(720/1018)在收到MSRC结果后选择了治疗。在该MSRC知情队列中,75.6%(544/720)的患者接受了与MSRC结果一致的b/tsDMARD,84.6%(609/720)提供者报告使用MSRC结果来指导治疗选择。报告的最普遍的原因(8.2%,59/720)是医疗保险覆盖问题,导致治疗选择与总队列的MSRC结果不一致。结论:本研究表明,风湿病学家报告使用MSRC测试来指导RA患者的b/tsDMARD选择。在大多数情况下,根据医生的自我报告,MSRC测试结果似乎会影响临床决策。更广泛地采用像MSRC这样的精确医学工具可以支持风湿病学家和患者共同努力,以实现RA的最佳结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Rheumatology and Therapy
Rheumatology and Therapy RHEUMATOLOGY-
CiteScore
6.00
自引率
5.30%
发文量
91
审稿时长
6 weeks
期刊介绍: Aims and Scope Rheumatology and Therapy is an international, open access, peer reviewed, rapid publication journal dedicated to the publication of high-quality clinical (all phases), observational, real-world and health outcomes research around the discovery, development, and use of rheumatologic therapies. Studies relating to diagnosis, pharmacoeconomics, public health, quality of life, and patient care, management, and education are also welcomed. Areas of focus include, but are not limited to, rheumatoid arthritis, gout, gouty arthritis, psoriatic arthritis, osteoarthritis, juvenile idiopathic/rheumatoid arthritis, systemic lupus erythematosus, axial spondyloarthritis, Pompe’s disease, inflammatory joint conditions, musculoskeletal conditions, systemic sclerosis, and fibromyalgia. The journal is of interest to a broad audience of healthcare professionals and publishes original research, reviews, case reports, trial protocols, communications and letters. The journal is read by a global audience and receives submissions from all over the world. Rheumatology and Therapy will consider all scientifically sound research be it positive, confirmatory or negative data. Submissions are welcomed whether they relate to an international and/or a country-specific audience, something that is crucially important when researchers are trying to target more specific patient populations. This inclusive approach allows the journal to assist in the dissemination of all scientifically and ethically sound research. Ethics and Disclosures The journal is a member of the Committee on Publication Ethics (COPE) and subscribes to its principles on how to deal with acts of misconduct thereby committing to investigate allegations of misconduct in order to ensure the integrity of research. Content in this journal is peer-reviewed (Single-blind). For more information on our publishing ethics policies, please see here: https://www.springer.com/gp/editorial-policies Rapid Publication The journal’s rapid publication timelines aim for a peer review decision within 2 weeks of submission. If an article is accepted it will be published online 3-4 weeks from acceptance. These rapid timelines are achieved through the combination of a dedicated in-house editorial team, who closely manage article workflow, and an extensive Editorial and Advisory Board who assist with rapid peer review. This allows the journal to support the rapid dissemination of research, whilst still providing robust peer review. Combined with the journal’s open access model this allows for the rapid and efficient communication of the latest research and reviews, allowing the advancement of rheumatologic therapies. Personal Service The journal’s dedicated in-house editorial team offer a personal “concierge service” meaning that authors will always have a personal point of contact able to update them on the status of their manuscript. The editorial team check all manuscripts to ensure that articles conform to the most recent COPE, GPP and ICMJE publishing guidelines. This supports the publication of ethically sound and transparent research. We also encourage pre-submission enquiries and are always happy to provide a confidential assessment of manuscripts. Digital Features Rheumatology and Therapy offers a range of additional features designed to increase the visibility, readership and educational value of the journal’s content. Each article is accompanied by key summary points, giving a time-efficient overview of the content to a wide readership. Articles may be accompanied by plain language summaries to assist readers who have some knowledge of, but not in-depth expertise in, the area to understand the scientific content and overall implications of the article. The journal also provides the option to include various types of digital features including animated abstracts, video abstracts, slide decks, audio slides, instructional videos, infographics, podcasts and animations. All additional features are peer reviewed to the same high standard as the article itself. If you consider that your paper would benefit from the inclusion of a digital feature, please let us know. Our editorial team are able to create high-quality slide decks and infographics in-house, and video abstracts through our partner Research Square, and would be happy to assist in any way we can. For further information about digital features, please contact the journal editor (see ‘Contact the Journal’ for email address), and see the ‘Guidelines for digital features and plain language summaries’ document under ‘Submission guidelines’. For examples of digital features please visit: https://springerhealthcare.com/expertise/publishing-digital-features/ Preprints We encourage posting of preprints of primary research manuscripts on preprint servers, authors'' or institutional websites, and open communications between researchers whether on community preprint servers or preprint commenting platforms. Posting of preprints is not considered prior publication and will not jeopardize consideration in our journals. Authors should disclose details of preprint posting during the submission process or at any other point during consideration in the journal. Once the manuscript is published, it is the author''s responsibility to ensure that the preprint record is updated with a publication reference, including the DOI and a URL link to the published version of the article on the journal website. Please see here for further information on preprint sharing: https://www.springer.com/gp/authors-editors/journal-author/journal-author-helpdesk/submission/1302#c16721550 Peer Review Process Upon submission, manuscripts are assessed by the editorial team to ensure they fit within the aims and scope of the journal and are also checked for plagiarism. All suitable submissions are then subject to a comprehensive single-blind peer review. Reviewers are selected based on their relevant expertise and publication history in the subject area. The journal has an extensive pool of editorial and advisory board members who have been selected to assist with peer review based on the afore-mentioned criteria. At least two extensive reviews are required to make the editorial decision. Where reviewer recommendations are conflicted, the editorial board will be contacted for further advice and a presiding decision. Manuscripts are then either accepted, rejected or authors are required to make major or minor revisions (both reviewer comments and editorial comments may need to be addressed). Once a revised manuscript is re-submitted, it is assessed along with the responses to reviewer comments and if it has been adequately revised it will be accepted for publication. Accepted manuscripts are then copyedited and typeset by the production team before online publication. Appeals against decisions following peer review are considered on a case-by-case basis and should be sent to the journal editor, and authors are welcome to make rebuttals against individual reviewer comments if appropriate. Considering the time and effort required for a detailed peer review we reward our regular reviewers with the opportunity to publish without publication fees (pending peer review) for every three reviews completed per calendar year. Copyright Rheumatology and Therapy is published under the Creative Commons Attribution-Noncommercial License, which allows users to read, copy, distribute, and make derivative works for non-commercial purposes from the material, as long as the author of the original work is cited. The author assigns the exclusive right to any commercial use of the article to Springer. For more information about the Creative Commons Attribution-Noncommercial License, click here: http://creativecommons.org/licenses/by-nc/4.0. Publication Fees Upon acceptance of an article, authors will be required to pay the mandatory Rapid Service Fee of €5,250/$6,000/£4,300. The journal will consider fee discounts and waivers for developing countries and this is decided on a case-by-case basis. Open Access All articles published by Rheumatology and Therapy are published open access. Contact For more information about the journal, including pre-submission enquiries, please contact charlotte.maddocks@springernature.com.
期刊最新文献
Real-World Persistence and Effectiveness of Upadacitinib versus Other Janus Kinase Inhibitors and Tumor Necrosis Factor Inhibitors in Australian Patients with Rheumatoid Arthritis. Evaluation of Safety and Efficacy of a Single Lorecivivint Injection in Patients with Knee Osteoarthritis: A Multicenter, Observational Extension Trial. Long-Term Safety and Effectiveness of Canakinumab in Patients with MKD/HIDS: Interim Analysis of the RELIANCE Registry. Spondyloarthritis and Risk of Malignancy: A Narrative Review on a Still Controversial Issue. High-Titer Rheumatoid Factor is Associated with Worse Clinical Outcomes and Higher Needs for Advanced Therapies in Rheumatoid Arthritis Under Real-Life Conditions.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1