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意向治疗分析可能比方案分析更保守:一项系统评价。

Intention-to-treat analysis may be more conservative than per protocol analysis in antibiotic non-inferiority trials: a systematic review.

机构信息

Division of Infectious Diseases, McMaster University, Hamilton, ON, Canada.

McMaster University Infectious Diseases Residency Program, JCC 3-71 at Juravinski Cancer Centre, 699 Concession St, Hamilton, ON, L8V 5C2, Canada.

出版信息

BMC Med Res Methodol. 2021 Apr 19;21(1):75. doi: 10.1186/s12874-021-01260-7.

Abstract

BACKGROUND

In non-inferiority trials, there is a concern that intention-to-treat (ITT) analysis, by including participants who did not receive the planned interventions, may bias towards making the treatment and control arms look similar and lead to mistaken claims of non-inferiority. In contrast, per protocol (PP) analysis is viewed as less likely to make this mistake and therefore preferable in non-inferiority trials. In a systematic review of antibiotic non-inferiority trials, we compared ITT and PP analyses to determine which analysis was more conservative.

METHODS

In a secondary analysis of a systematic review, we included non-inferiority trials that compared different antibiotic regimens, used absolute risk reduction (ARR) as the main outcome and reported both ITT and PP analyses. All estimates and confidence intervals (CIs) were oriented so that a negative ARR favored the control arm, and a positive ARR favored the treatment arm. We compared ITT to PP analyses results. The more conservative analysis between ITT and PP analyses was defined as the one having a more negative lower CI limit.

RESULTS

The analysis included 164 comparisons from 154 studies. In terms of the ARR, ITT analysis yielded the more conservative point estimate and lower CI limit in 83 (50.6%) and 92 (56.1%) comparisons respectively. The lower CI limits in ITT analysis favored the control arm more than in PP analysis (median of - 7.5% vs. -6.9%, p = 0.0402). CIs were slightly wider in ITT analyses than in PP analyses (median of 13.3% vs. 12.4%, p < 0.0001). The median success rate was 89% (interquartile range IQR 82 to 93%) in the PP population and 44% (IQR 23 to 60%) in the patients who were included in the ITT population but excluded from the PP population (p < 0.0001).

CONCLUSIONS

Contrary to common belief, ITT analysis was more conservative than PP analysis in the majority of antibiotic non-inferiority trials. The lower treatment success rate in the ITT analysis led to a larger variance and wider CI, resulting in a more conservative lower CI limit. ITT analysis should be mandatory and considered as either the primary or co-primary analysis for non-inferiority trials.

TRIAL REGISTRATION

PROSPERO registration number CRD42020165040 .

摘要

背景

在非劣效性试验中,人们担心意向治疗(ITT)分析会纳入未接受计划干预的参与者,从而使治疗组和对照组看起来相似,并导致错误地声称非劣效性。相比之下,按方案(PP)分析被认为不太可能犯这种错误,因此在非劣效性试验中更可取。在一项抗生素非劣效性试验的系统评价中,我们比较了 ITT 和 PP 分析,以确定哪种分析更保守。

方法

在一项系统评价的二次分析中,我们纳入了比较不同抗生素方案的非劣效性试验,使用绝对风险降低(ARR)作为主要结局,并报告了 ITT 和 PP 分析。所有估计值和置信区间(CI)均定向,以使负 ARR 有利于对照组,正 ARR 有利于治疗组。我们比较了 ITT 和 PP 分析的结果。ITT 和 PP 分析之间更保守的分析定义为具有更负的下限 CI 的分析。

结果

该分析包括来自 154 项研究的 164 项比较。就 ARR 而言,ITT 分析在 83(50.6%)和 92(56.1%)项比较中分别得出更保守的点估计值和下限 CI。ITT 分析的下限 CI 比 PP 分析更有利于对照组(中位数为-7.5%比-6.9%,p=0.0402)。ITT 分析的 CI 比 PP 分析略宽(中位数为 13.3%比 12.4%,p<0.0001)。PP 人群中的成功率中位数为 89%(四分位距 IQR 82 至 93%),而在 ITT 人群中被纳入但在 PP 人群中被排除的患者中,成功率中位数为 44%(IQR 23 至 60%)(p<0.0001)。

结论

与普遍看法相反,在大多数抗生素非劣效性试验中,ITT 分析比 PP 分析更保守。在 ITT 分析中治疗成功率较低导致方差更大,CI 更宽,从而导致更保守的下限 CI。ITT 分析应该是强制性的,并且被认为是非劣效性试验的主要或共同主要分析。

试验注册

PROSPERO 注册号 CRD42020165040。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f73/8054385/92110b3b860e/12874_2021_1260_Fig1_HTML.jpg

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