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2020 年 12 月至 2022 年 1 月,美国 v-safe 主动监测报告的 COVID-19 疫苗接种后月经不规律和阴道出血:一项观察性队列研究。

Menstrual irregularities and vaginal bleeding after COVID-19 vaccination reported to v-safe active surveillance, USA in December, 2020-January, 2022: an observational cohort study.

机构信息

CDC COVID-19 Response Team, Centers for Disease Control and Prevention, Atlanta, GA, USA.

CDC COVID-19 Response Team, Centers for Disease Control and Prevention, Atlanta, GA, USA.

出版信息

Lancet Digit Health. 2022 Sep;4(9):e667-e675. doi: 10.1016/S2589-7500(22)00125-X. Epub 2022 Aug 9.

Abstract

BACKGROUND

Anecdotal reports of menstrual irregularities after receiving COVID-19 vaccines have been observed in post-authorisation and post-licensure monitoring. We aimed to identify and classify reports of menstrual irregularities and vaginal bleeding after COVID-19 vaccination submitted to a voluntary active surveillance system.

METHODS

This observational cohort study included recipients of a COVID-19 vaccine who were aged 18 years and older and reported their health experiences to v-safe, a voluntary smartphone-based active surveillance system for monitoring COVID-19 vaccine safety in the USA, from Dec 14, 2020, to Jan 9, 2022. Responses to survey questions on reactions after vaccination were extracted, and a pre-trained natural language inference model was used to identify and classify free-text comments related to menstruation and vaginal bleeding in response to an open-ended prompt about any symptoms at intervals after vaccination. Related responses were further categorised into themes of timing, severity, perimenopausal and postmenopausal bleeding, resumption of menses, and other responses. We examined associations between symptom theme and respondent characteristics, including vaccine type and dose number received, solicited local and systemic reactions reported, and health care sought.

FINDINGS

63 815 respondents reported on menstrual irregularities or vaginal bleeding, which included 62 679 female respondents (1·0% of 5 975 363 female respondents aged ≥18 years). Common themes identified included timing of menstruation (70 981 [83·6%] responses) and severity of menstrual symptoms (56 890 [67·0%] responses). Other themes included menopausal bleeding (3439 [4·0%] responses) and resumption of menses (2378 [2·8%] responses). Respondents submitting reports related to menopausal bleeding were more likely to seek health care than were those submitting reports related to other menstruation and vaginal bleeding themes.

INTERPRETATION

Reports of heterogeneous symptoms related to menstruation or vaginal bleeding after COVID-19 vaccination are being submitted to v-safe, although this study is unable to characterise the relationship of these symptoms to COVID-19 vaccination. Methods that leverage pretrained models to interpret and classify unsolicited signs and symptoms in free-text reports offer promise in the initial evaluation of unexpected adverse events potentially associated with use of newly authorised or licensed vaccines.

FUNDING

Centers for Disease Control and Prevention.

摘要

背景

在疫苗获得批准后和上市后监测中,已经观察到接种 COVID-19 疫苗后出现月经不规律的病例报告。我们旨在确定和分类 COVID-19 疫苗接种后向自愿主动监测系统报告的月经不规律和阴道出血报告。

方法

本观察性队列研究包括年龄在 18 岁及以上的 COVID-19 疫苗接种者,他们从 2020 年 12 月 14 日至 2022 年 1 月 9 日通过 v-safe,一个自愿的基于智能手机的 COVID-19 疫苗安全性主动监测系统,报告他们的健康体验。从疫苗接种后反应的调查问题中提取了反应,并使用预先训练的自然语言推理模型来识别和分类与接种间隔后任何症状相关的自由文本评论。根据是否收到有关任何症状的开放性提示,对相关回复进行进一步分类,主题包括时间、严重程度、围绝经期和绝经后出血、月经恢复和其他回复。我们检查了症状主题与受访者特征之间的关联,包括疫苗类型和接种剂量数、报告的局部和全身反应以及寻求的医疗保健。

结果

63815 名受访者报告了月经不规律或阴道出血,其中 62679 名女性受访者(1.0%的≥18 岁女性受访者)。确定的常见主题包括月经时间(70981[83.6%]次)和月经症状严重程度(56890[67.0%]次)。其他主题包括绝经后出血(3439[4.0%]次)和月经恢复(2378[2.8%]次)。与围绝经期出血相关的报告的受访者比与其他月经和阴道出血主题相关的报告的受访者更有可能寻求医疗保健。

解释

关于 COVID-19 疫苗接种后月经不规律或阴道出血的各种症状报告正在提交给 v-safe,但本研究无法描述这些症状与 COVID-19 疫苗接种的关系。利用预训练模型来解释和分类自由文本报告中的未征集症状的方法,为评估与新授权或许可疫苗使用相关的意外不良事件提供了希望。

资金

疾病控制与预防中心。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/284b/9363036/5cc69439b121/gr1_lrg.jpg

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