Department of Obstetrics and Gynecology, Northwestern Feinberg School of Medicine, Chicago, Illinois.
Harvard Radiation Oncology Program, Massachusetts General Hospital and the Joint Center for Radiation Therapy, Boston.
JAMA Netw Open. 2021 Jun 1;4(6):e2113749. doi: 10.1001/jamanetworkopen.2021.13749.
Although female representation has increased in clinical trials, little is known about how clinical trial representation compares with burden of disease or is associated with clinical trial features, including disease category.
To describe the rate of sex reporting (ie, the presence of clinical trial data according to sex), compare the female burden of disease with the female proportion of clinical trial enrollees, and investigate the associations of disease category and clinical trial features with the female proportion of clinical trial enrollees.
DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study included descriptive analyses and logistic and generalized linear regression analyses with a logit link. Data were downloaded from the Aggregate Analysis of ClinicalTrials.gov database for all studies registered between March 1, 2000, and March 9, 2020. Enrollment was compared with data from the 2016 Global Burden of Disease database. Of 328 452 clinical trials, 70 095 were excluded because they had noninterventional designs, 167 936 because they had recruitment sites outside the US, 69 084 because they had no reported results, 1003 because they received primary funding from the US military, and 314 because they had unclear sex categories. A total of 20 020 interventional studies enrolling approximately 5.11 million participants met inclusion criteria and were divided into those with and without data on participant sex.
The primary exposure variable was clinical trial disease category. Secondary exposure variables included funding, study design, and study phase.
Sex reporting and female proportion of participants in clinical trials.
Among 20 020 clinical trials from 2000 to 2020, 19 866 studies (99.2%) reported sex, and 154 studies (0.8%) did not. Clinical trials in the fields of oncology (46% of disability-adjusted life-years [DALYs]; 43% of participants), neurology (56% of DALYs; 53% of participants), immunology (49% of DALYs; 46% of participants), and nephrology (45% of DALYs; 42% of participants) had the lowest female representation relative to corresponding DALYs. Male participants were underrepresented in 8 disease categories, with the greatest disparity in clinical trials of musculoskeletal disease and trauma (11.3% difference between representation and proportion of DALYs). Clinical trials of preventive interventions were associated with greater female enrollment (adjusted relative difference, 8.48%; 95% CI, 3.77%-13.00%). Clinical trials in cardiology (adjusted relative difference, -18.68%; 95% CI, -22.87% to -14.47%) and pediatrics (adjusted relative difference, -20.47%; 95% CI, -25.77% to -15.16%) had the greatest negative association with female enrollment.
In this study, sex differences in clinical trials varied by clinical trial disease category, with male and female participants underrepresented in different medical fields. Although sex equity has progressed, these findings suggest that sex bias in clinical trials persists within medical fields, with negative consequences for the health of all individuals.
尽管临床试验中的女性代表人数有所增加,但对于临床试验代表人数与疾病负担的比较,以及与临床试验特征(包括疾病类别)的关联,人们知之甚少。
描述性别报告率(即根据性别存在临床试验数据的情况),比较女性疾病负担与临床试验参与者中女性的比例,并调查疾病类别和临床试验特征与临床试验参与者中女性的比例之间的关联。
设计、地点和参与者:本横断面研究包括描述性分析以及逻辑和广义线性回归分析,采用对数链接。从 2000 年 3 月 1 日至 2020 年 3 月 9 日期间注册的 Aggregate Analysis of ClinicalTrials.gov 数据库中下载数据。登记与 2016 年全球疾病负担数据库的数据进行了比较。在 328452 项临床试验中,有 70095 项因非干预性设计而被排除,167936 项因招募地点在美国境外而被排除,69084 项因无报告结果而被排除,1003 项因主要资金来自美国军方而被排除,314 项因性别类别不明确而被排除。共有 20020 项干预性研究纳入了大约 510 万参与者,符合纳入标准,并分为有和无参与者性别数据的研究。
主要暴露变量是临床试验疾病类别。次要暴露变量包括资金、研究设计和研究阶段。
性别报告和临床试验中女性参与者的比例。
在 2000 年至 2020 年期间的 20020 项临床试验中,有 19866 项研究(99.2%)报告了性别,有 154 项研究(0.8%)没有报告性别。肿瘤学(46%的伤残调整生命年[DALYs];43%的参与者)、神经病学(56%的 DALYs;53%的参与者)、免疫学(49%的 DALYs;46%的参与者)和肾脏病学(45%的 DALYs;42%的参与者)领域的临床试验中,女性的代表性相对较低,与相应的 DALYs 相比。8 个疾病类别中的男性参与者代表性不足,肌肉骨骼疾病和创伤的临床试验差异最大(代表性与 DALYs 之间的差异为 11.3%)。预防干预措施的临床试验与更大的女性参与度相关(调整后的相对差异,8.48%;95%CI,3.77%-13.00%)。心脏病学(调整后的相对差异,-18.68%;95%CI,-22.87%至-14.47%)和儿科学(调整后的相对差异,-20.47%;95%CI,-25.77%至-15.16%)的临床试验与女性参与度的负相关最大。
在这项研究中,临床试验中的性别差异因临床试验疾病类别而异,男性和女性参与者在不同的医学领域代表性不足。尽管性别平等取得了进展,但这些发现表明,临床试验中的性别偏见在医学领域仍然存在,对所有人的健康都有负面影响。