Diabetes Obes Metab:DM-CURE风险评分预测2型糖尿病患者心衰

2022-07-15 MedSci原创 MedSci原创

DM-CURE模型及评分可用于T2DM患者HHF的危险分层,且易于临床应用。

由于严重的发病率和死亡率,早期识别和预测突发心衰(HF)尤为重要。近日,代谢内分泌疾病领域权威杂志Diabetes Obesity & Metabolism上发表了一篇研究文章,该研究的目的是预测糖尿病患者的心衰发作情况。

根据ACCORD临床试验建立了时变Cox模型来预测心衰发生的风险,定义为因心衰住院(HHF)。研究人员对来自和谐结局试验和慢性肾功能不全队列(CRIC)研究的患者水平数据进行了外部验证,并将模型转化为基于整数的评分算法,且进行了10年风险评估。研究人员通过逐步算法从人口统计学特征、体检、实验室结果、病史、药物和医疗保健利用中识别和选择预测因子,以开发一个风险预测模型。该研究的主要结局为偶发HF,定义为HHF,并采用C统计量和Brier评分评价模型性能。

该研究共有9649例糖尿病患者未发生HF,中位随访时间为4年,共有299例HF事件住院。该模型确定了10年HF发病率风险评分“DM-CURE”的几个预测因子:社会-人口(教育程度、T2DM诊断年龄)、代谢(糖化血红蛋白、收缩压、BMI、HDL)、糖尿病相关并发症(心肌梗死血管重建术、心血管药物、神经病变、高血压持续时间、蛋白尿、UACR、ESKD)和医疗保健利用(全因住院、急诊就诊)进行风险评估。其中,T2DM诊断时的年龄、医疗保健利用和心血管疾病相关变量是影响未来HF的最强因素。该模型对ACCORD数据具有良好的鉴别性(C统计量为0.838,95%CI为0.821-0.855)和校准性(Brier评分:0.006,95%CI为0.006-0.007),对验证数据具有良好的性能(Harmony:C统计量为0.881,95%CI为0.863-0.899;C统计量为0.813,95%CI为0.794-0.833)。HF发生的10年风险以分级方式增加,五分位数1(评分≤14)≤1%,五分位数2(评分15-23)1-5%,五分位数3(评分24-27)5-10%,五分位数4(评分28-33)10-20%,五分位数5(评分>33)≥20%。

由此可见,DM-CURE模型及评分可用于T2DM患者HHF的危险分层,且易于临床应用。
 
原始出处:
 
Yilu Lin,et al.Predicting incident heart failure among patients with type 2 diabetes mellitus: the DM-CURE risk score.Diabetes Obesity & Metabolism.2022.https://dom-pubs.onlinelibrary.wiley.com/doi/10.1111/dom.14806

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    2022-09-22 徐岩
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    2023-06-29 guojianrong
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    2023-01-29 一闲
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  6. [GetPortalCommentsPageByObjectIdResponse(id=1783946, encodeId=662f1e839463c, content=<a href='/topic/show?id=eefa550380' target=_blank style='color:#2F92EE;'>#Cure#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=39, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=5503, encryptionId=eefa550380, topicName=Cure)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=c2b4297, createdName=徐岩, createdTime=Thu Sep 22 09:15:42 CST 2022, time=2022-09-22, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1640202, encodeId=14f6164020270, content=<a href='/topic/show?id=afda591646' target=_blank style='color:#2F92EE;'>#DIA#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=47, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=5916, encryptionId=afda591646, topicName=DIA)], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=987022654425, createdName=ms9608593228839890, createdTime=Wed Jan 04 04:15:42 CST 2023, time=2023-01-04, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1888448, encodeId=21161888448b5, content=<a href='/topic/show?id=d56611584ec' target=_blank style='color:#2F92EE;'>#Meta#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=53, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=11584, encryptionId=d56611584ec, topicName=Meta)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=d8f4110, createdName=guojianrong, createdTime=Thu Jun 29 19:15:42 CST 2023, time=2023-06-29, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1897035, encodeId=4e1b189e0358a, content=<a href='/topic/show?id=4a391158248' target=_blank style='color:#2F92EE;'>#MET#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=43, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=11582, encryptionId=4a391158248, topicName=MET)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=18fc139, createdName=一闲, createdTime=Sun Jan 29 18:15:42 CST 2023, time=2023-01-29, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1902746, encodeId=57be1902e463b, content=<a href='/topic/show?id=c097591ed5' target=_blank style='color:#2F92EE;'>#Diabetes#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=54, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=5917, encryptionId=c097591ed5, topicName=Diabetes)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=0045169, createdName=木头人513, createdTime=Wed Apr 19 20:15:42 CST 2023, time=2023-04-19, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1761973, encodeId=123f1e61973ca, content=<a href='/topic/show?id=9bea33520d' target=_blank style='color:#2F92EE;'>#BET#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=42, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=3352, encryptionId=9bea33520d, topicName=BET)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=a12645, createdName=docwu2019, createdTime=Mon Sep 19 20:15:42 CST 2022, time=2022-09-19, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1383804, encodeId=e667138380461, content=<a href='/topic/show?id=196a1101f7' target=_blank style='color:#2F92EE;'>#2型糖尿病患者#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=31, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=1101, encryptionId=196a1101f7, topicName=2型糖尿病患者)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=ec19483, createdName=aids213, createdTime=Sat Jul 16 12:15:42 CST 2022, time=2022-07-16, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1475308, encodeId=e5ee14e5308ab, content=<a href='/topic/show?id=935fe6718e3' target=_blank style='color:#2F92EE;'>#糖尿病患者#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=35, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=76718, encryptionId=935fe6718e3, topicName=糖尿病患者)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=a38f7243741, createdName=xue8604, createdTime=Sat Jul 16 12:15:42 CST 2022, time=2022-07-16, status=1, ipAttribution=)]
    2022-09-19 docwu2019
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