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奥卡维妥昔单抗维持治疗溃疡性结肠炎患者的治疗结局建模:OCTAVE 临床项目数据的事后分析。

Modeling of Treatment Outcomes with Tofacitinib Maintenance Therapy in Patients with Ulcerative Colitis: A Post Hoc Analysis of Data from the OCTAVE Clinical Program.

机构信息

Swedish Medical Center, Seattle, WA, USA.

SC Gastroenterologia, AO Ordine Mauriziano di Torino, Turin, Italy.

出版信息

Adv Ther. 2023 Oct;40(10):4440-4459. doi: 10.1007/s12325-023-02603-0. Epub 2023 Jul 31.

Abstract

INTRODUCTION

Tofacitinib is an oral small molecule Janus kinase inhibitor for the treatment of ulcerative colitis (UC). This post hoc analysis assessed whether various statistical techniques could predict outcomes of tofacitinib maintenance therapy in patients with UC.

METHODS

Data from patients who participated in a 52-week, phase III maintenance study (OCTAVE Sustain) and an open-label long-term extension study (OCTAVE Open) were included in this analysis. Patients received tofacitinib 5 or 10 mg twice daily (BID) or placebo (OCTAVE Sustain only). Logistic regression analyses were performed to generate models using clinical and laboratory variables to predict loss of responder status at week 8 of OCTAVE Sustain, steroid-free remission (defined as a partial Mayo score of 0-1 in the absence of corticosteroid use) at week 52 of OCTAVE Sustain, and delayed response at week 8 of OCTAVE Open. Furthermore, differences in loss of response/discontinuation patterns between treatment groups in OCTAVE Sustain were established.

RESULTS

The generated prediction models demonstrated insufficient accuracy for determining loss of response at week 8, steroid-free remission at week 52 in OCTAVE Sustain, or delayed response in OCTAVE Open. Both tofacitinib doses demonstrated comparable response/remission patterns based on visualizations of disease activity over time. The rectal bleeding subscore was the primary determinant of disease worsening (indicated by an increased total Mayo score), and the endoscopy subscore was the primary determinant of disease improvement (indicated by a decreased total Mayo score).

CONCLUSION

Visualizations of disease activity subscores revealed distinct patterns among patients with UC that had disease worsening and disease improvement. The statistical models assessed in this analysis could not accurately predict loss of responder status, steroid-free remission, or delayed response to tofacitinib. Possible reasons include the small sample size or missing data related to yet unknown key variables that were not collected during these trials.

摘要

简介

托法替布是一种用于治疗溃疡性结肠炎(UC)的口服小分子 Janus 激酶抑制剂。这项事后分析评估了各种统计技术是否可以预测溃疡性结肠炎患者接受托法替布维持治疗的结局。

方法

本分析纳入了参加 52 周 III 期维持研究(OCTAVE Sustain)和开放标签长期扩展研究(OCTAVE Open)的患者的数据。患者接受托法替布 5 或 10mg 每日 2 次(BID)或安慰剂(仅 OCTAVE Sustain)治疗。使用临床和实验室变量进行逻辑回归分析,以生成模型,预测 OCTAVE Sustain第 8 周时应答丧失、第 52 周时无类固醇缓解(定义为在不使用皮质类固醇的情况下部分 Mayo 评分为 0-1)以及 OCTAVE Open 第 8 周时应答延迟。此外,还确定了 OCTAVE Sustain中不同治疗组之间应答丧失/停药模式的差异。

结果

生成的预测模型在确定 OCTAVE Sustain第 8 周时的应答丧失、第 52 周时的无类固醇缓解或 OCTAVE Open 第 8 周时的应答延迟方面的准确性不足。托法替布两个剂量均根据疾病活动随时间的可视化表现显示出相似的应答/缓解模式。直肠出血亚评分是疾病恶化(总 Mayo 评分增加表示)的主要决定因素,内镜亚评分是疾病改善(总 Mayo 评分降低表示)的主要决定因素。

结论

疾病活动亚评分的可视化表现揭示了 UC 患者中疾病恶化和疾病改善的不同模式。本分析中评估的统计模型无法准确预测应答丧失、无类固醇缓解或对托法替布的应答延迟。可能的原因包括样本量小或与未知关键变量相关的数据缺失,这些变量在这些试验中未被收集。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eded/10500009/a6655d88ac7c/12325_2023_2603_Fig1_HTML.jpg

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