Harris Matthew, Harvie Michelle, Renehan Andrew G
Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester M23 9LT, UK.
Cancers (Basel). 2025 Apr 26;17(9):1451. doi: 10.3390/cancers17091451.
Obesity, commonly approximated by body mass index (BMI) ≥ 30 kg/m, is causally associated with at least 13 cancer types (obesity-related cancers) but it is unclear whether weight loss interventions among obese individuals result in risk reduction of cancer. Recently, several trials of short-term use of glucagon-like peptide-1 (GLP-1) receptor agonists, originally designed for use as anti-diabetes medications, have shown substantial weight loss outcomes compared with placebo. Notably, high-dose semaglutide is associated with approximately 15% weight loss in individuals with obesity without diabetes. With these impressive results, hypotheses are emerging that these drugs might have a role in the prevention of obesity-related cancers, mediated through weight loss.
OBJECTIVES/METHODS: The aim of this opinion paper is to critically appraise the methodological challenges and pitfalls associated with studying the question 'does weight loss through use of GLP-1 receptor agonists reduce cancer risk' through observational studies, and exemplify this through critique of a recent study published in this journal.
We modified the ROBINS-E framework for assessing risk of bias, identifying seven methodological criteria specific to this research question, against which data should be interpreted. These include adequate adjustment for key parameters of body fatness; immortal time bias; treatment allocation bias; survival bias; cumulative drug dose effect; sufficient sojourn time between drug intervention and cancer presentation; and treatment effect specific to obesity-related cancers. We found that 6 out of 7 methodological criteria were at high risk of bias.
Cancer prevention through GLP-1 receptor agonist use should be explored; however, there are several methodological challenges to overcome in understanding this link before it can inform clinical practice and policy.
肥胖通常以体重指数(BMI)≥30kg/m²来大致衡量,与至少13种癌症类型(肥胖相关癌症)存在因果关联,但尚不清楚肥胖个体的体重减轻干预措施是否能降低癌症风险。最近,几项最初设计用于抗糖尿病药物的胰高血糖素样肽-1(GLP-1)受体激动剂短期使用试验显示,与安慰剂相比有显著的体重减轻效果。值得注意的是,高剂量司美格鲁肽可使无糖尿病的肥胖个体体重减轻约15%。鉴于这些令人印象深刻的结果,有假说认为这些药物可能通过体重减轻在预防肥胖相关癌症中发挥作用。
目的/方法:本观点性文章旨在批判性地评估通过观察性研究探讨“使用GLP-1受体激动剂减轻体重是否能降低癌症风险”这一问题时所面临的方法学挑战和陷阱,并通过对本期刊最近发表的一项研究的批判来举例说明。
我们修改了用于评估偏倚风险的ROBINS-E框架,确定了针对该研究问题的七个特定方法学标准,应据此对数据进行解读。这些标准包括对体脂关键参数的充分调整;不朽时间偏倚;治疗分配偏倚;生存偏倚;累积药物剂量效应;药物干预与癌症发生之间足够的停留时间;以及肥胖相关癌症特有的治疗效果。我们发现7个方法学标准中有6个存在高偏倚风险。
应探索通过使用GLP-1受体激动剂预防癌症;然而,在这一关联能够为临床实践和政策提供依据之前,在理解这一关联方面仍有若干方法学挑战需要克服。