Konstantinos Triantafyllias, Khalid K. Altamimi, Florian Schederecker, Andreas Schwarting
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OST confounding factors were examined via logistic multivariate regression analyses and patient-adjusted OST-cut-offs were subsequently determined. Furthermore, statistical models to calculate the probability of an RA diagnosis, based on the measured OST values and the presence of OST influencing factors, were developed. Finally, correlations of OST with RA activity parameters were assessed. 1.584 joints of 72 early RA patients were examined via OST and compared to 2.200 joints of 100 healthy controls and 1.166 joints of 53 patients with non-inflammatory arthralgia (NIA), respectively. Overall OST diagnostic performance was excellent in the whole cohort between RA- and healthy control-group [Area-Under-the-Curve (AUC): 0.810 (95%CI: 0.746–0.873); p < 0.0001], and further improved in RA-patients with ≥ 1 swollen wrist/finger joint(s) [AUC: 0.841 (95%CI: 0.773–0.908); p < 0.0001]. Comparison between RA patients and patients with non-inflammatory arthralgia showed similar results by an AUC of 0.788 (95%-CI: 0.709–0.867; p < 0.0001), and further improved in RA patients with ≥ 1 swollen wrist/finger joint(s) [AUC: 0.822 (95%CI: 0.74–0.90); p < 0.0001]. For the assessment of an adjusted RA diagnosis probability, two gender-specific statistical models were developed, based on OST values and patient age. OST cut-off values of 11.2 and 18.21 were calculated for female and male patients with active disease (sensitivity 93% and 67%; specificity 71.2% and 90%), respectively. Among RA patients, OST was associated moderately/significantly with DAS28 (r = 0.42,p < 0.001) and swollen joint count (rho = 0.355,p = 0.002). The development of patient-adjusted OST cut-off values and the suggested statistical models significantly enhance OST’s diagnostic performance, supporting its utility in differentiating between RA and non-inflammatory conditions. 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Furthermore, statistical models to calculate the probability of an RA diagnosis, based on the measured OST values and the presence of OST influencing factors, were developed. Finally, correlations of OST with RA activity parameters were assessed. 1.584 joints of 72 early RA patients were examined via OST and compared to 2.200 joints of 100 healthy controls and 1.166 joints of 53 patients with non-inflammatory arthralgia (NIA), respectively. Overall OST diagnostic performance was excellent in the whole cohort between RA- and healthy control-group [Area-Under-the-Curve (AUC): 0.810 (95%CI: 0.746–0.873); p < 0.0001], and further improved in RA-patients with ≥ 1 swollen wrist/finger joint(s) [AUC: 0.841 (95%CI: 0.773–0.908); p < 0.0001]. 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引用次数: 0
摘要
本研究的目的是首次提出经患者调整的光学光谱透射率(OST)临界值,并根据 OST 检查结果和 2010 年美国风湿病学会/欧洲抗风湿联盟(ACR/EULAR)分类标准作为参考标准,建立预测早期类风湿性关节炎(RA)诊断概率的临床模型。新诊断的 RA 患者和健康对照组使用 HandScan 设备进行了 OST 检查。此外,RA 患者还接受了全面的临床[触痛/肿胀关节计数(TJC/SJC)、疾病活动度评分-28(DAS28)]和实验室评估。通过逻辑多元回归分析研究了OST混杂因素,随后确定了患者调整后的OST截断值。此外,还根据 OST 测量值和 OST 影响因素的存在情况,建立了计算 RA 诊断概率的统计模型。最后,还评估了 OST 与 RA 活动参数的相关性。通过 OST 检查了 72 名早期 RA 患者的 1.584 个关节,并分别与 100 名健康对照者的 2.200 个关节和 53 名非炎症性关节痛(NIA)患者的 1.166 个关节进行了比较。在整个队列中,RA 患者和健康对照组之间的 OST 诊断效果非常好[曲线下面积 (AUC):0.810 (95%CI: 0.746-0.873); p < 0.0001],在腕关节/手指关节肿胀≥1 个的 RA 患者中,OST 诊断效果进一步提高[AUC:0.841 (95%CI: 0.773-0.908); p < 0.0001]。对 RA 患者和非炎症性关节痛患者进行比较后发现,两者的 AUC 值为 0.788(95%CI:0.709-0.867;p <0.0001),结果相似,而腕关节/手指关节肿胀≥1 个的 RA 患者的 AUC 值进一步提高[AUC:0.822(95%CI:0.74-0.90);p <0.0001]。为了评估调整后的 RA 诊断概率,根据 OST 值和患者年龄建立了两个性别特异性统计模型。计算出女性和男性活动性疾病患者的 OST 临界值分别为 11.2 和 18.21(敏感性分别为 93% 和 67%;特异性分别为 71.2% 和 90%)。在 RA 患者中,OST 与 DAS28(r = 0.42,p < 0.001)和关节肿胀计数(rho = 0.355,p = 0.002)呈中度/显著相关。患者调整的OST临界值和建议的统计模型的开发大大提高了OST的诊断性能,支持其在区分RA和非炎症性疾病方面的实用性。未来的研究应包括更广泛的关节炎类型,以验证 OST 在各种炎症性关节炎中的综合诊断效用。DRKS00016752(德国临床试验登记处)
Increased predictive value of optical spectral transmission in early rheumatoid arthritis through use of patient-adjusted cut-off scores
The aims of this study were to suggest patient-adjusted optical spectral transmission (OST) cut-off values for the first time and to develop clinical models that predict the probability of an early rheumatoid arthritis (RA) diagnosis based on OST findings and the 2010 American College of Rheumatology/European League Against Rheumatism (ACR/EULAR) classification criteria as a reference standard. OST examinations were performed in newly diagnosed RA patients and healthy controls by the HandScan device. Moreover, RA patients underwent a full clinical [tender/swollen joint counts (TJC/SJC), disease activity score-28 (DAS28)] and laboratory evaluation. OST confounding factors were examined via logistic multivariate regression analyses and patient-adjusted OST-cut-offs were subsequently determined. Furthermore, statistical models to calculate the probability of an RA diagnosis, based on the measured OST values and the presence of OST influencing factors, were developed. Finally, correlations of OST with RA activity parameters were assessed. 1.584 joints of 72 early RA patients were examined via OST and compared to 2.200 joints of 100 healthy controls and 1.166 joints of 53 patients with non-inflammatory arthralgia (NIA), respectively. Overall OST diagnostic performance was excellent in the whole cohort between RA- and healthy control-group [Area-Under-the-Curve (AUC): 0.810 (95%CI: 0.746–0.873); p < 0.0001], and further improved in RA-patients with ≥ 1 swollen wrist/finger joint(s) [AUC: 0.841 (95%CI: 0.773–0.908); p < 0.0001]. Comparison between RA patients and patients with non-inflammatory arthralgia showed similar results by an AUC of 0.788 (95%-CI: 0.709–0.867; p < 0.0001), and further improved in RA patients with ≥ 1 swollen wrist/finger joint(s) [AUC: 0.822 (95%CI: 0.74–0.90); p < 0.0001]. For the assessment of an adjusted RA diagnosis probability, two gender-specific statistical models were developed, based on OST values and patient age. OST cut-off values of 11.2 and 18.21 were calculated for female and male patients with active disease (sensitivity 93% and 67%; specificity 71.2% and 90%), respectively. Among RA patients, OST was associated moderately/significantly with DAS28 (r = 0.42,p < 0.001) and swollen joint count (rho = 0.355,p = 0.002). The development of patient-adjusted OST cut-off values and the suggested statistical models significantly enhance OST’s diagnostic performance, supporting its utility in differentiating between RA and non-inflammatory conditions. Future research should include a broader spectrum of arthritis types to validate OST’s comprehensive diagnostic utility also across various inflammatory arthritides. DRKS00016752 (German Registry of Clinical Trials)
期刊介绍:
Established in 1999, Arthritis Research and Therapy is an international, open access, peer-reviewed journal, publishing original articles in the area of musculoskeletal research and therapy as well as, reviews, commentaries and reports. A major focus of the journal is on the immunologic processes leading to inflammation, damage and repair as they relate to autoimmune rheumatic and musculoskeletal conditions, and which inform the translation of this knowledge into advances in clinical care. Original basic, translational and clinical research is considered for publication along with results of early and late phase therapeutic trials, especially as they pertain to the underpinning science that informs clinical observations in interventional studies.