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英国生物银行和CPRD Gold中癌症诊断前一年与癌症相关症状和检查的表型及发生率。

Phenotypes and rates of cancer-relevant symptoms and tests in the year before cancer diagnosis in UK Biobank and CPRD Gold.

作者信息

Barclay Matthew, Renzi Cristina, Antoniou Antonis, Denaxas Spiros, Harrison Hannah, Ip Samantha, Pashayan Nora, Torralbo Ana, Usher-Smith Juliet, Wood Angela, Lyratzopoulos Georgios

机构信息

Department of Behavioural Science and Health, Institute of Epidemiology and Healthcare, University College London, London, United Kingdom.

Faculty of Medicine, University Vita-Salute San Raffaele, Milan, Italy.

出版信息

PLOS Digit Health. 2023 Dec 15;2(12):e0000383. doi: 10.1371/journal.pdig.0000383. eCollection 2023 Dec.

Abstract

Early diagnosis of cancer relies on accurate assessment of cancer risk in patients presenting with symptoms, when screening is not appropriate. But recorded symptoms in cancer patients pre-diagnosis may vary between different sources of electronic health records (EHRs), either genuinely or due to differential completeness of symptom recording. To assess possible differences, we analysed primary care EHRs in the year pre-diagnosis of cancer in UK Biobank and Clinical Practice Research Datalink (CPRD) populations linked to cancer registry data. We developed harmonised phenotypes in Read v2 and CTV3 coding systems for 21 symptoms and eight blood tests relevant to cancer diagnosis. Among 22,601 CPRD and 11,594 UK Biobank cancer patients, 54% and 36%, respectively, had at least one consultation for possible cancer symptoms recorded in the year before their diagnosis. Adjusted comparisons between datasets were made using multivariable Poisson models, comparing rates of symptoms/tests in CPRD against expected rates if cancer site-age-sex-deprivation associations were the same as in UK Biobank. UK Biobank cancer patients compared with those in CPRD had lower rates of consultation for possible cancer symptoms [RR: 0.61 (0.59-0.63)], and lower rates for any primary care consultation [RR: 0.86 (95%CI 0.85-0.87)]. Differences were larger for 'non-alarm' symptoms [RR: 0.54 (0.52-0.56)], and smaller for 'alarm' symptoms [RR: 0.80 (0.76-0.84)] and blood tests [RR: 0.93 (0.90-0.95)]. In the CPRD cohort, approximately representative of the UK population, half of cancer patients had recorded symptoms in the year before diagnosis. The frequency of non-specific presenting symptoms recorded in the year pre-diagnosis of cancer was substantially lower among UK Biobank participants. The degree to which results based on highly selected biobank cohorts are generalisable needs to be examined in disease-specific contexts.

摘要

在不适合进行筛查的情况下,癌症的早期诊断依赖于对有症状患者的癌症风险进行准确评估。但癌症患者在确诊前记录的症状在不同来源的电子健康记录(EHR)中可能存在差异,这种差异可能是真实存在的,也可能是由于症状记录的完整性不同所致。为了评估可能存在的差异,我们分析了英国生物银行(UK Biobank)和临床实践研究数据链(CPRD)中与癌症登记数据相关人群在癌症确诊前一年的初级保健EHR。我们针对与癌症诊断相关的21种症状和8项血液检测,在Read v2和CTV3编码系统中开发了统一的表型。在22,601名CPRD癌症患者和11,594名UK Biobank癌症患者中,分别有54%和36%的患者在确诊前一年至少有一次因可能的癌症症状而进行的会诊记录。使用多变量泊松模型对数据集进行调整后的比较,将CPRD中症状/检测的发生率与如果癌症部位-年龄-性别-贫困关联与UK Biobank相同情况下的预期发生率进行比较。与CPRD中的患者相比,UK Biobank癌症患者因可能的癌症症状进行会诊的发生率较低[相对风险(RR):0.61(0.59 - 0.63)],任何初级保健会诊的发生率也较低[RR:0.86(95%置信区间0.85 - 0.87)]。“非警报”症状的差异更大[RR:0.54(0.52 - 0.56)],“警报”症状[RR:0.80(0.76 - 0.84)]和血液检测[RR:0.93(0.90 - 0.95)]的差异较小。在CPRD队列(大致代表英国人群)中,一半的癌症患者在确诊前一年有症状记录。在UK Biobank参与者中,癌症确诊前一年记录的非特异性症状出现频率显著较低。基于高度选择的生物样本库队列得出的结果在多大程度上具有普遍性,需要在特定疾病背景下进行研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fe04/10723831/17707e3a56a7/pdig.0000383.g001.jpg

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