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Unsupervised Clustering of Routine Inflammatory Markers in Cardiogenic Shock Reveals Phenotypic Heterogeneity Without Prognostic Utility.

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Title: Unsupervised Clustering of Routine Inflammatory Markers in Cardiogenic Shock Reveals Phenotypic Heterogeneity Without Prognostic Utility.
Authors: Ang SP; Division of Cardiology, University of Arizona, Tucson, AZ 85724, USA., Rajendran J; Department of Medicine, Rutgers Health Community Medical Center, Toms River, NJ 08755, USA., Gupta Y; Department of Medicine, Gadag Institute of Medical Sciences, Gadag 582103, India., Chia JE; Department of Medicine, Texas Tech University Health Science Center, El Paso, TX 79905, USA., John S; Department of Family Medicine, Hackensack Meridian Ocean Medical Center, Brick, NJ 08724, USA., Laezzo M; Department of Medicine, Hackensack Meridian School of Medicine, Nutley, NJ 07110, USA., Ikeano C; Department of Medicine, Rutgers Health Community Medical Center, Toms River, NJ 08755, USA., Lee E; Department of Medicine, Rutgers Health Community Medical Center, Toms River, NJ 08755, USA., Iglesias J; Department of Medicine, Rutgers Health Community Medical Center, Toms River, NJ 08755, USA.; Department of Medicine, Hackensack Meridian School of Medicine, Nutley, NJ 07110, USA.
Source: Journal of personalized medicine [J Pers Med] 2026 Feb 06; Vol. 16 (2). Date of Electronic Publication: 2026 Feb 06.
Publication Type: Journal Article
Journal Info: Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101602269 Publication Model: Electronic Cited Medium: Print ISSN: 2075-4426 (Print) Linking ISSN: 20754426 NLM ISO Abbreviation: J Pers Med Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Unsupervised Clustering of Routine Inflammatory Markers in Cardiogenic Shock Reveals Phenotypic Heterogeneity Without Prognostic Utility.
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  Data: <searchLink fieldCode="AU" term="%22Ang+SP%22">Ang SP</searchLink>; Division of Cardiology, University of Arizona, Tucson, AZ 85724, USA.<br /><searchLink fieldCode="AU" term="%22Rajendran+J%22">Rajendran J</searchLink>; Department of Medicine, Rutgers Health Community Medical Center, Toms River, NJ 08755, USA.<br /><searchLink fieldCode="AU" term="%22Gupta+Y%22">Gupta Y</searchLink>; Department of Medicine, Gadag Institute of Medical Sciences, Gadag 582103, India.<br /><searchLink fieldCode="AU" term="%22Chia+JE%22">Chia JE</searchLink>; Department of Medicine, Texas Tech University Health Science Center, El Paso, TX 79905, USA.<br /><searchLink fieldCode="AU" term="%22John+S%22">John S</searchLink>; Department of Family Medicine, Hackensack Meridian Ocean Medical Center, Brick, NJ 08724, USA.<br /><searchLink fieldCode="AU" term="%22Laezzo+M%22">Laezzo M</searchLink>; Department of Medicine, Hackensack Meridian School of Medicine, Nutley, NJ 07110, USA.<br /><searchLink fieldCode="AU" term="%22Ikeano+C%22">Ikeano C</searchLink>; Department of Medicine, Rutgers Health Community Medical Center, Toms River, NJ 08755, USA.<br /><searchLink fieldCode="AU" term="%22Lee+E%22">Lee E</searchLink>; Department of Medicine, Rutgers Health Community Medical Center, Toms River, NJ 08755, USA.<br /><searchLink fieldCode="AU" term="%22Iglesias+J%22">Iglesias J</searchLink>; Department of Medicine, Rutgers Health Community Medical Center, Toms River, NJ 08755, USA.; Department of Medicine, Hackensack Meridian School of Medicine, Nutley, NJ 07110, USA.
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  Data: <searchLink fieldCode="JN" term="%22101602269%22">Journal of personalized medicine</searchLink> [J Pers Med] 2026 Feb 06; Vol. 16 (2). <i>Date of Electronic Publication: </i>2026 Feb 06.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22MDPI+AG%22">MDPI AG </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101602269 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>2075-4426 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220754426%22">20754426 </searchLink><i>NLM ISO Abbreviation: </i>J Pers Med <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.3390/jpm16020096
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        Text: English
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      – TitleFull: Unsupervised Clustering of Routine Inflammatory Markers in Cardiogenic Shock Reveals Phenotypic Heterogeneity Without Prognostic Utility.
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              Text: 2026 Feb 06
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