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JAHA:妊娠高血压疾病女性心血管疾病预测模型的开发和验证

2020-10-15 MedSci原创 MedSci原创

该研究的模型在预测HDP女性发生CVD的10年风险方面表现良好。研究人员建议在考虑用于临床之前增加临床变量并进行外部验证。

妊娠高血压疾病(HDP)与早发性血管疾病(CVD)风险增加相关,但是现有的心血管预测模型不能充分捕捉年轻女性的风险。近日,心血管疾病领域权威杂志JAHA上发表了一篇研究文章,研究人员开发了一个模型来预测HDP女性发生CVD的十年风险和死亡率。

研究人员利用1989年4月至2017年3月期间在加拿大魁北克分娩的HDP妇女人群队列,使用Cox比例风险回归开发了10年CVD风险预测模型。18到45岁的女性从首次HDP复杂分娩开始一直随访到2018年3月。研究人员根据模型辨别力、校准和风险分层能力评估了该模型的性能,并使用引导程序评估内部有效性。

该队列纳入了95537名女性,研究人员随访了1401084人次每年。总共有4024名(4.2%)妇女因CVD住院,其中1585例(1.6%)事件在随访10年内发生。最终模型具有中等的辨别性能(受试者工作特性曲线下面积为0.66;95%CI为0.65-0.67),并且校准良好,斜率为0.95,截距为-0.19。风险分层后,最高风险组的分类准确度为中等(似然比+:5.90;95%CI为5.01-6.95)。

总体而言,该研究的模型在预测HDP女性发生CVD的10年风险方面表现良好。研究人员建议在考虑用于临床之前增加临床变量并进行外部验证。

原始出处:

U. Vivian Ukah.et al.Development and Internal Validation of a Model Predicting Premature Cardiovascular Disease Among Women With Hypertensive Disorders of Pregnancy: A Population‐Based Study in Quebec, Canada.J AM HEART ASSOC.2020.https://www.ahajournals.org/doi/full/10.1161/JAHA.120.017328

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    2020-11-09 ms8000001754662727

    学习

    0

  2. [GetPortalCommentsPageByObjectIdResponse(id=897928, encodeId=d9b489e928d7, content=学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=116, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=ac555424952, createdName=ms8000001754662727, createdTime=Mon Nov 09 11:48:47 CST 2020, time=2020-11-09, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=894786, encodeId=21eb894e86ae, content=该研究的模型在预测HDP女性发生CVD的10年风险方面表现良好。研究人员建议在考虑用于临床之前增加临床变量并进行外部验证。, beContent=null, objectType=article, channel=null, level=null, likeNumber=97, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=ae205385871, createdName=Lexi, createdTime=Tue Oct 27 10:58:21 CST 2020, time=2020-10-27, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=892806, encodeId=cfcf89280678, content=c指数不太高,有待进一步构建, beContent=null, objectType=article, channel=null, level=null, likeNumber=107, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=41db5120163, createdName=14633a58m77暂无昵称, createdTime=Sun Oct 18 11:33:04 CST 2020, time=2020-10-18, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1262796, encodeId=7ec31262e96f1, content=<a href='/topic/show?id=52941002359d' target=_blank style='color:#2F92EE;'>#预测模型#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=51, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=100235, encryptionId=52941002359d, topicName=预测模型)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=c3ff68, createdName=维他命, createdTime=Sat Oct 17 13:15:25 CST 2020, time=2020-10-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1268344, encodeId=b8c31268344b5, content=<a href='/topic/show?id=922f21183d' target=_blank style='color:#2F92EE;'>#AHA#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=52, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=2118, encryptionId=922f21183d, topicName=AHA)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=bf3d82, createdName=zhaohui6731, createdTime=Sat Oct 17 13:15:25 CST 2020, time=2020-10-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1492008, encodeId=203d149200894, content=<a href='/topic/show?id=4ff54492941' target=_blank style='color:#2F92EE;'>#妊娠高血压疾病#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=62, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=44929, encryptionId=4ff54492941, topicName=妊娠高血压疾病)], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=6bb88907518, createdName=zhangjiqing, createdTime=Sat Oct 17 13:15:25 CST 2020, time=2020-10-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1498782, encodeId=f6071498e82c4, content=<a href='/topic/show?id=bb6f89e145a' target=_blank style='color:#2F92EE;'>#血管疾病#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=45, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=89714, encryptionId=bb6f89e145a, topicName=血管疾病)], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=ccb99370406, createdName=andy2090, createdTime=Sat Oct 17 13:15:25 CST 2020, time=2020-10-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1031115, encodeId=378810311156f, content=妊娠高血压这一类妊娠疾病,需要加强关注,甚至包括妊娠心肌病, beContent=null, objectType=article, channel=null, level=null, likeNumber=85, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=f0620, createdName=IVF密密, createdTime=Fri Oct 16 01:15:25 CST 2020, time=2020-10-16, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1047856, encodeId=69b0104e856d0, content=梅斯里提供了很多疾病的模型计算公式,赞一个!, beContent=null, objectType=article, channel=null, level=null, likeNumber=78, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=f0620, createdName=CHANGE, createdTime=Fri Oct 16 01:15:25 CST 2020, time=2020-10-16, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=892338, encodeId=bfed89233860, content=学习!, beContent=null, objectType=article, channel=null, level=null, likeNumber=100, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=http://thirdwx.qlogo.cn/mmopen/vi_32/CbCVj7icpueWx82WibM01a2aW4K0omF9cdbicBKXyicAIVMeUMRdh6BD1IsGt0AXhxYPhaRYVK6jYk1kAmicCaAWsDQ/132, createdBy=56bc5325144, createdName=草莓酱闷对虾, createdTime=Thu Oct 15 22:40:56 CST 2020, time=2020-10-15, status=1, ipAttribution=)]
    2020-10-27 Lexi

    该研究的模型在预测HDP女性发生CVD的10年风险方面表现良好。研究人员建议在考虑用于临床之前增加临床变量并进行外部验证。

    0

  3. [GetPortalCommentsPageByObjectIdResponse(id=897928, encodeId=d9b489e928d7, content=学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=116, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=ac555424952, createdName=ms8000001754662727, createdTime=Mon Nov 09 11:48:47 CST 2020, time=2020-11-09, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=894786, encodeId=21eb894e86ae, content=该研究的模型在预测HDP女性发生CVD的10年风险方面表现良好。研究人员建议在考虑用于临床之前增加临床变量并进行外部验证。, beContent=null, objectType=article, channel=null, level=null, likeNumber=97, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=ae205385871, createdName=Lexi, createdTime=Tue Oct 27 10:58:21 CST 2020, time=2020-10-27, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=892806, encodeId=cfcf89280678, content=c指数不太高,有待进一步构建, beContent=null, objectType=article, channel=null, level=null, likeNumber=107, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=41db5120163, createdName=14633a58m77暂无昵称, createdTime=Sun Oct 18 11:33:04 CST 2020, time=2020-10-18, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1262796, encodeId=7ec31262e96f1, content=<a href='/topic/show?id=52941002359d' target=_blank style='color:#2F92EE;'>#预测模型#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=51, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=100235, encryptionId=52941002359d, topicName=预测模型)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=c3ff68, createdName=维他命, createdTime=Sat Oct 17 13:15:25 CST 2020, time=2020-10-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1268344, encodeId=b8c31268344b5, content=<a href='/topic/show?id=922f21183d' target=_blank style='color:#2F92EE;'>#AHA#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=52, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=2118, encryptionId=922f21183d, topicName=AHA)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=bf3d82, createdName=zhaohui6731, createdTime=Sat Oct 17 13:15:25 CST 2020, time=2020-10-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1492008, encodeId=203d149200894, content=<a href='/topic/show?id=4ff54492941' target=_blank style='color:#2F92EE;'>#妊娠高血压疾病#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=62, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=44929, encryptionId=4ff54492941, topicName=妊娠高血压疾病)], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=6bb88907518, createdName=zhangjiqing, createdTime=Sat Oct 17 13:15:25 CST 2020, time=2020-10-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1498782, encodeId=f6071498e82c4, content=<a href='/topic/show?id=bb6f89e145a' target=_blank style='color:#2F92EE;'>#血管疾病#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=45, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=89714, encryptionId=bb6f89e145a, topicName=血管疾病)], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=ccb99370406, createdName=andy2090, createdTime=Sat Oct 17 13:15:25 CST 2020, time=2020-10-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1031115, encodeId=378810311156f, content=妊娠高血压这一类妊娠疾病,需要加强关注,甚至包括妊娠心肌病, beContent=null, objectType=article, channel=null, level=null, likeNumber=85, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=f0620, createdName=IVF密密, createdTime=Fri Oct 16 01:15:25 CST 2020, time=2020-10-16, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1047856, encodeId=69b0104e856d0, content=梅斯里提供了很多疾病的模型计算公式,赞一个!, beContent=null, objectType=article, channel=null, level=null, likeNumber=78, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=f0620, createdName=CHANGE, createdTime=Fri Oct 16 01:15:25 CST 2020, time=2020-10-16, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=892338, encodeId=bfed89233860, content=学习!, beContent=null, objectType=article, channel=null, level=null, likeNumber=100, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=http://thirdwx.qlogo.cn/mmopen/vi_32/CbCVj7icpueWx82WibM01a2aW4K0omF9cdbicBKXyicAIVMeUMRdh6BD1IsGt0AXhxYPhaRYVK6jYk1kAmicCaAWsDQ/132, createdBy=56bc5325144, createdName=草莓酱闷对虾, createdTime=Thu Oct 15 22:40:56 CST 2020, time=2020-10-15, status=1, ipAttribution=)]
    2020-10-18 14633a58m77暂无昵称

    c指数不太高,有待进一步构建

    0

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    2020-10-17 zhaohui6731
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    2020-10-16 IVF密密

    妊娠高血压这一类妊娠疾病,需要加强关注,甚至包括妊娠心肌病

    0

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    2020-10-16 CHANGE

    梅斯里提供了很多疾病的模型计算公式,赞一个!

    0

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    2020-10-15 草莓酱闷对虾

    学习!

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