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CLIN CHEM:载脂蛋白AI相关脂蛋白蛋白组的开发和验证,用于预测胆固醇外排能力和冠状动脉疾病

2019-02-07 MedSci MedSci原创

胆固醇外排能力(CEC)是一种衡量HDL功能的指标,在以细胞为基础的研究中,目前已证明HDL血管疾病呈负相关。基于细胞的CEC测量通量低而且复杂。研究人员假设,对脂蛋白蛋白组的评估可以实现准确、高通量的CEC预测。

采用LC-MS/MS法从血清中分离脂蛋白颗粒,定量测定21种脂蛋白相关蛋白。利用生物信息学用于识别与基于细胞的CEC测量具有单变量相关性的蛋白质,并生成用于CEC预测(pCE)的多变量算法。采用logistic回归方法,对pCE模型中的蛋白系数进行加权,得到一种新的预测冠心病(pCAD)的算法。

结果显示,通过对105个训练样本和测试样本进行靶向LC-MS/MS分析,发现pCE模型包含5个蛋白(Spearman r = 0.86)。对健康个体和冠心病患者的231例标本进行pCE病例对照研究,结果显示pCE较低(P = 0.03)。在同一研究中,pCAD模型显著改善了分类(P < 0.0001)。在对多路复用蛋白组学方法进行分析验证后,我们对137名绝经后妇女进行了心肌梗死病例对照研究,证实了pCE (P = 0.015)pCAD (P = 0.001)模型中标本组的显著分离。

结果表明,蛋白组学pCE的开发提供了一种可重复的高通量CEC检测方法。pCAD模型改善了病例组和对照组的分层,随着进一步研究建立临床有效性,可为血管健康评估提供了新的机会。

原始出处:

Zhicheng Jin, Timothy S. Collier, Darlene L.Y. Dai, Development and Validation of Apolipoprotein AI-Associated Lipoprotein Proteome Panel for the Prediction of Cholesterol Efflux Capacity and Coronary Artery Disease

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    2019-02-09 珙桐
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  6. [GetPortalCommentsPageByObjectIdResponse(id=2004503, encodeId=30fe200450375, content=<a href='/topic/show?id=4d308345407' target=_blank style='color:#2F92EE;'>#胆固醇外排能力#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=72, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=83454, encryptionId=4d308345407, topicName=胆固醇外排能力)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=ffd5416, createdName=bettycmoon, createdTime=Wed Jul 24 08:30:00 CST 2019, time=2019-07-24, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1813769, encodeId=6a5d1813e6922, content=<a href='/topic/show?id=415993649d0' target=_blank style='color:#2F92EE;'>#载脂蛋白AI#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=71, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=93649, encryptionId=415993649d0, topicName=载脂蛋白AI)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=8f0715, createdName=showtest, createdTime=Sat Jun 22 00:30:00 CST 2019, time=2019-06-22, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1252925, encodeId=f4aa125292586, content=<a href='/topic/show?id=463230886b8' target=_blank style='color:#2F92EE;'>#冠状动脉疾病#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=73, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=30886, encryptionId=463230886b8, topicName=冠状动脉疾病)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=3f0227, createdName=howi, createdTime=Sat Feb 09 02:30:00 CST 2019, time=2019-02-09, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1304639, encodeId=cac91304639e0, content=<a href='/topic/show?id=cd37e1767b5' target=_blank style='color:#2F92EE;'>#白蛋白#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=77, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=71767, encryptionId=cd37e1767b5, topicName=白蛋白)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=25d7319, createdName=珙桐, createdTime=Sat Feb 09 02:30:00 CST 2019, time=2019-02-09, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1361292, encodeId=26101361292b9, content=<a href='/topic/show?id=2c509364ea9' target=_blank style='color:#2F92EE;'>#载脂蛋白#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=77, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=93647, encryptionId=2c509364ea9, topicName=载脂蛋白)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=a8f1167, createdName=wmr111, createdTime=Sat Feb 09 02:30:00 CST 2019, time=2019-02-09, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1391021, encodeId=1e431391021e7, content=<a href='/topic/show?id=c2788441859' target=_blank style='color:#2F92EE;'>#脂蛋白a#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=69, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=84418, encryptionId=c2788441859, topicName=脂蛋白a)], attachment=null, authenticateStatus=null, createdAvatar=http://thirdqq.qlogo.cn/qqapp/1103841572/6F20312C71B4B22F603078C6DCFA72CE/100, createdBy=d3572500071, createdName=ms306040998833292, createdTime=Sat Feb 09 02:30:00 CST 2019, time=2019-02-09, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1424731, encodeId=fe2b1424e315d, content=<a href='/topic/show?id=5a3b8441438' target=_blank style='color:#2F92EE;'>#脂蛋白#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=76, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=84414, encryptionId=5a3b8441438, topicName=脂蛋白)], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=23ea3924919, createdName=juliusluan79, createdTime=Sat Feb 09 02:30:00 CST 2019, time=2019-02-09, status=1, ipAttribution=)]
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