Are lecanemab and donanemab disease‐modifying therapies?

疾病 临床试验 安慰剂 生物标志物 医学 淀粉样蛋白(真菌学) 认知 认知功能衰退 正电子发射断层摄影术 肿瘤科 病理 精神科 痴呆 内科学 核医学 生物 生物化学 替代医学
作者
Timothy Daly,Kasper P. Kepp,Bruno P. Imbimbo
出处
期刊:Alzheimers & Dementia [Wiley]
卷期号:20 (9): 6659-6661 被引量:5
标识
DOI:10.1002/alz.14114
摘要

Encouraging results from two large 18-month, double-blind, placebo-controlled studies of the anti-amyloid beta (Aβ) monoclonal antibodies (mAb) lecanemab1 and donanemab2 in early Alzheimer's disease (AD) have motivated claims that they are disease-modifying. Indeed, these trials dramatically reduced brain Aβ-positron emission tomography (PET) burden and demonstrated a highly significant, albeit clinically modest, delay of cognitive decline. We define disease-modifying as a causal intervention with a corresponding long-term benefit, rather than short-term symptomatic improvement observed with previously approved drugs affecting cholinergic neurotransmission. We discuss two testable criteria for disease modification and whether these mAbs have fulfilled them. One criterion is a consistent relationship between clinical efficacy and a disease-specific biomarker (Aβ-PET load) in the same trial.3 Lecanemab and donanemab apparently satisfy this requirement, consistent with the most recent formulation of the amyloid hypothesis, predicting that steep removal of amyloid would lead to delayed clinical impact.4 However, the correlation between Aβ-PET and cognitive and clinical performance has only been demonstrated on aggregated treatment group data, but not at the individual patient level. At least 30% of elderly people have significant brain amyloid load without cognitive symptoms, and other trials with anti-Aβ mAb (eg, recently gantenerumab) showed no beneficial effects despite significantly decreased Aβ-PET. We thus do not know whether the aggregate correlation arises from Simpson's paradox where the strongest reduction in Aβ-PET also means the least clinical effect, and vice versa. Meta-analyses offer "inconsistent evidence" on the strength of association between Aβ-PET reduction "and several cognitive rating scales for Alzheimer's disease."5 For a complex disease like AD, a single key biomarker may not fully explain the cognitive and clinical effects of a drug. Paradoxically, in the case of aducanumab, the exact opposite argument was proposed by the US Food and Drug Administration (FDA), that is, that a biomarker by itself defines clinical effect as "reasonably likely."6 Thus, there is a valid debate on whether biomarker correlation is necessary for disease modification.7 However, if used as an argument for disease modification as in the present case, evidence would involve a correlation shown using the individual patient data, given the aforementioned issues of aggregate data. Another criterion for disease modification is that clinical benefits accumulate over a longer time, arguably also after ending treatment. Amyloid buildup presumably takes many years, and once removed, would arguably require minimal further treatment to balance the small amounts of new amyloid formed. The absolute effect size (Cohen's d coefficient) at 18 months for the scale measuring the clinical performance of participants (Clinical Dementia Rate-Sum of Boxes, CDR) is 0.21 in the lecanemab study and 0.23 in the donanemab study,8 that is, small,9 and similar to symptomatic drugs. The claim that a more robust effect size takes a longer time to mature would require defining time cutoffs where drug superiority versus symptomatic drugs is predicted, in order to be scientifically falsifiable and to make disease modification clinically relevant to patients with limited life span. The separation of efficacy curves between a disease-modifying treatment and placebo group should manifest over a longer time in fully objective cognitive scales less sensitive to unblinding bias. While informant-dependent scales are very clinically relevant at a given time, slope divergence for an objective scale over time would provide strong evidence of disease modification, suggestive of continuous benefit over the disease course. Statistically, the divergence of the terminal slopes of the efficacy variable can be tested, with statistical significance of the interaction of the "treatment" and "time" factors in the appropriate analysis of the covariance model suggesting disease modification. Testing such an effect on the terminal data points of the CDR-SB and other variables should be a priority. A visual inspection of both trial results (Figure 1) suggests slope divergence of the terminal CDR-SB mean values. For a more objective cognitive measure of efficacy (cognitive subscale of the Alzheimer's Disease Assessment Scale [ADAS-Cog] and Mini-Mental State Examination [MMSE]), this divergence is not observed for lecanemab (Figure 1A, right panel) or donanemab (Figure 1B, right panel). Lecanemab's effect size on the ADAS-Cog14 is almost two times less than on CDR-SB (Figure 1A), and donanemab's effect on MMSE is almost three times less than on CDR-SB (Figure 1B). It is reasonable to hypothesize that the "treatment by time" interaction is not significant for both ADAS-Cog and MMSE. The lecanemab slopes of the Alzheimer's Disease COMposite scale (four cognitive items of the ADAS-Cog plus two cognitive items of the MMSE, plus all six items of the CDR-SB) also appear parallel (data not shown1). This suggests that the objective cognitive measures, when combined with the CDR-SB, are responsible for the lack of divergence of the CDR-SB slopes. Interestingly, the Alzheimer's Disease Cooperative Study - Activities of Daily Living for Mild Cognitive Impairment (ADCS–MCI-ADL) functional scale slopes diverge, confirming that the slopes of the scales based on caregiver input diverge, while the slopes of the objective cognitive variables collected by the patients are parallel. A more precise estimate of the slopes of the efficacy variables could be obtained by extending the observation period of patients to 24 or 36 months, but this would inevitably lead to an increase in the number of already-high drop-outs with an increase of missing data and unpredictable biases. Delayed-start designs could provide a higher level of evidence for disease modification in AD,7 as in Parkinson's disease.10 Participants would be randomized to receive either placebo or active treatment during stage one, and during stage two, all would receive active treatment. Under disease modification, the delayed-start placebo group would be expected to never catch up to the early-start active treatment group, though such trials may be invalidated by differential drop-out rates during stage one.11 To achieve disease modification, we must measure efficacy over time while controlling for confounders. Available data do not confirm that lecanemab and donanemab are disease-modifying. Adverse effects, including symptomatic amyloid-related imaging abnormalities (ARIA), may also contribute to unblinding that could inflate efficacy, occurring in 21.5% of lecanemab (vs 9.5% on placebo) and in 36.8% of donanemab patients (vs 14.9% on placebo).12 Extending the observation period to 24 or 36 months would provide a more precise estimate of efficacy slopes but would lead to more drop-outs (already high at 18 months), missing data, and unpredictable biases. Although autosomal dominant early-onset AD would provide the paradigmatic test of early disease modification,13 the small number of these cases would complicate efforts to obtain statistical power. Thus, ongoing prevention trials in cognitively normal subjects at risk of developing AD with lecanemab (AHEAD3 and AHEAD45 studies) and donanemab (TRAILBLAZER-ALZ 3 study) will be crucial for verifying disease modification and for assessing risk–benefit profiles of amyloid-lowering treatments.14 Finally, even if disease modification is proven, benefits must be "noticeable, valuable, and worthwhile in the context of costs and risks"15 for these drugs to have their hoped-for therapeutic impact. The authors have nothing to report. There was no financial support for this manuscript. Drs. Timothy Daly and Kasper Planeta Kepp have no conflicts of interest to declare. Dr. Bruno P. Imbimbo is an employee at Chiesi Farmaceutici. He is listed as an inventor in a number of Chiesi Farmaceutici's patents of anti-Alzheimer drugs. Author disclosures are available in the supporting information. Please note: The publisher is not responsible for the content or functionality of any supporting information supplied by the authors. Any queries (other than missing content) should be directed to the corresponding author for the article.

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
徐逊发布了新的文献求助10
1秒前
1秒前
pumpkin完成签到,获得积分10
2秒前
ludov完成签到,获得积分10
2秒前
2秒前
cy完成签到,获得积分10
3秒前
4秒前
4秒前
zorro3574完成签到,获得积分10
5秒前
Xdz完成签到 ,获得积分10
6秒前
忐忑的凌丝完成签到,获得积分10
6秒前
6秒前
个性的翠芙完成签到 ,获得积分10
6秒前
皮蛋瘦肉周完成签到,获得积分10
7秒前
7秒前
SYLH应助木木采纳,获得30
7秒前
ZJR发布了新的文献求助10
7秒前
goodsheep完成签到 ,获得积分10
7秒前
Dr_Zhang完成签到,获得积分10
8秒前
烟花应助科研通管家采纳,获得30
8秒前
852应助科研通管家采纳,获得10
8秒前
wanci应助科研通管家采纳,获得10
8秒前
Akim应助科研通管家采纳,获得10
8秒前
NexusExplorer应助科研通管家采纳,获得10
8秒前
爆米花应助科研通管家采纳,获得10
8秒前
科研通AI2S应助科研通管家采纳,获得10
8秒前
上官若男应助科研通管家采纳,获得10
8秒前
8秒前
科目三应助科研通管家采纳,获得10
8秒前
白桃乌龙应助科研通管家采纳,获得10
9秒前
韩博完成签到,获得积分10
9秒前
赘婿应助科研通管家采纳,获得10
9秒前
9秒前
伍绮彤完成签到,获得积分10
9秒前
9秒前
雨寒发布了新的文献求助20
10秒前
weske发布了新的文献求助10
10秒前
12秒前
独特元蝶发布了新的文献求助10
14秒前
14秒前
高分求助中
Picture Books with Same-sex Parented Families: Unintentional Censorship 1000
A new approach to the extrapolation of accelerated life test data 1000
ACSM’s Guidelines for Exercise Testing and Prescription, 12th edition 500
Nucleophilic substitution in azasydnone-modified dinitroanisoles 500
Indomethacinのヒトにおける経皮吸収 400
Phylogenetic study of the order Polydesmida (Myriapoda: Diplopoda) 370
基于可调谐半导体激光吸收光谱技术泄漏气体检测系统的研究 310
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 冶金 细胞生物学 免疫学
热门帖子
关注 科研通微信公众号,转发送积分 3979515
求助须知:如何正确求助?哪些是违规求助? 3523465
关于积分的说明 11217759
捐赠科研通 3260973
什么是DOI,文献DOI怎么找? 1800315
邀请新用户注册赠送积分活动 879017
科研通“疑难数据库(出版商)”最低求助积分说明 807144