Circulating PGLYRP1 Levels as a Potential Biomarker for Coronary Artery Disease and Heart Failure
Coronary artery disease (CAD) and associated comorbidities such as heart failure (HF) remain the leading cause of morbidity and mortality worldwide attributed to, at least partially, the lack of biomarkers for efficient disease diagnosis. Here, we evaluated the diagnostic potential of serum peptidog...
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Veröffentlicht in: | Journal of cardiovascular pharmacology 2021-05, Vol.77 (5), p.578-585 |
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description | Coronary artery disease (CAD) and associated comorbidities such as heart failure (HF) remain the leading cause of morbidity and mortality worldwide attributed to, at least partially, the lack of biomarkers for efficient disease diagnosis. Here, we evaluated the diagnostic potential of serum peptidoglycan recognition protein 1 (PGLYRP1), an important component of the innate immunity and inflammation system, for both CAD and HF. A machine-learning method (random forest) was used to evaluate the clinical utility of circulating PGLYRP1 for diagnosis of CAD and HF in a total of 370 individuals. Causal links of chronic serum PGLYRP1 elevation to both diseases were further explored in ApoE(-/-) mice. The serum levels of PGLYRP1 were significantly higher in individuals with either chronic CAD or acute coronary syndrome than those in those without coronary artery stenosis (the control group) and even more pronounced in CAD individuals with concomitant HF. Our random forest classifier revealed that this protein performed better than other recommended clinical indicators in distinguishing the CAD from the control individuals. In addition, this protein associates more with the biomarkers of HF including left ventricular ejection fraction than inflammation Notably, our mice experiment indicated that longterm treatment with recombinant PGLYRP1 could significantly impair the cardiovascular system as reflected from both increased atherogenic lesions and reduced fractional shortening of the left ventricle. Our findings, therefore, supported the circulating levels of PGLYRP1 as a valuable biomarker for both CAD and HF. |
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Here, we evaluated the diagnostic potential of serum peptidoglycan recognition protein 1 (PGLYRP1), an important component of the innate immunity and inflammation system, for both CAD and HF. A machine-learning method (random forest) was used to evaluate the clinical utility of circulating PGLYRP1 for diagnosis of CAD and HF in a total of 370 individuals. Causal links of chronic serum PGLYRP1 elevation to both diseases were further explored in ApoE(-/-) mice. The serum levels of PGLYRP1 were significantly higher in individuals with either chronic CAD or acute coronary syndrome than those in those without coronary artery stenosis (the control group) and even more pronounced in CAD individuals with concomitant HF. Our random forest classifier revealed that this protein performed better than other recommended clinical indicators in distinguishing the CAD from the control individuals. In addition, this protein associates more with the biomarkers of HF including left ventricular ejection fraction than inflammation Notably, our mice experiment indicated that longterm treatment with recombinant PGLYRP1 could significantly impair the cardiovascular system as reflected from both increased atherogenic lesions and reduced fractional shortening of the left ventricle. Our findings, therefore, supported the circulating levels of PGLYRP1 as a valuable biomarker for both CAD and HF.</description><identifier>ISSN: 0160-2446</identifier><identifier>EISSN: 1533-4023</identifier><identifier>DOI: 10.1097/FJC.0000000000000996</identifier><identifier>PMID: 33760799</identifier><language>eng</language><publisher>PHILADELPHIA: Journal of Cardiovascular Pharmacology</publisher><subject><![CDATA[Acute Coronary Syndrome - blood ; Acute Coronary Syndrome - diagnostic imaging ; Animals ; Aorta - drug effects ; Aorta - metabolism ; Aorta - pathology ; Aortic Diseases - metabolism ; Aortic Diseases - pathology ; Aortic Diseases - prevention & control ; Atherosclerosis - metabolism ; Atherosclerosis - pathology ; Atherosclerosis - prevention & control ; Biomarkers - blood ; Cardiac & Cardiovascular Systems ; Cardiovascular System & Cardiology ; Case-Control Studies ; Coronary Artery Disease - blood ; Coronary Artery Disease - diagnostic imaging ; Coronary Stenosis - blood ; Coronary Stenosis - diagnostic imaging ; Cross-Sectional Studies ; Cytokines - blood ; Cytokines - pharmacology ; Disease Models, Animal ; Heart Failure - blood ; Heart Failure - diagnosis ; Humans ; Life Sciences & Biomedicine ; Machine Learning ; Male ; Mice ; Mice, Knockout, ApoE ; Pharmacology & Pharmacy ; Plaque, Atherosclerotic ; Predictive Value of Tests ; Science & Technology ; Up-Regulation]]></subject><ispartof>Journal of cardiovascular pharmacology, 2021-05, Vol.77 (5), p.578-585</ispartof><rights>Journal of Cardiovascular Pharmacology</rights><rights>Copyright © 2021 Wolters Kluwer Health, Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>true</woscitedreferencessubscribed><woscitedreferencescount>10</woscitedreferencescount><woscitedreferencesoriginalsourcerecordid>wos000746532500007</woscitedreferencesoriginalsourcerecordid><citedby>FETCH-LOGICAL-c3527-99c83fc3c9677c3eba01053db7da4aa453417ae5f8695621971ca7eca9c9f0333</citedby><cites>FETCH-LOGICAL-c3527-99c83fc3c9677c3eba01053db7da4aa453417ae5f8695621971ca7eca9c9f0333</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>315,781,785,27928,27929</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33760799$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Han, Yanxin</creatorcontrib><creatorcontrib>Hua, Sha</creatorcontrib><creatorcontrib>Chen, Yanjia</creatorcontrib><creatorcontrib>Yang, Wenbo</creatorcontrib><creatorcontrib>Zhao, Weilin</creatorcontrib><creatorcontrib>Huang, Fanyi</creatorcontrib><creatorcontrib>Qiu, Zeping</creatorcontrib><creatorcontrib>Yang, Chendie</creatorcontrib><creatorcontrib>Jiang, Jie</creatorcontrib><creatorcontrib>Su, Xiuxiu</creatorcontrib><creatorcontrib>Yang, Ke</creatorcontrib><creatorcontrib>Jin, Wei</creatorcontrib><title>Circulating PGLYRP1 Levels as a Potential Biomarker for Coronary Artery Disease and Heart Failure</title><title>Journal of cardiovascular pharmacology</title><addtitle>J CARDIOVASC PHARM</addtitle><addtitle>J Cardiovasc Pharmacol</addtitle><description>Coronary artery disease (CAD) and associated comorbidities such as heart failure (HF) remain the leading cause of morbidity and mortality worldwide attributed to, at least partially, the lack of biomarkers for efficient disease diagnosis. Here, we evaluated the diagnostic potential of serum peptidoglycan recognition protein 1 (PGLYRP1), an important component of the innate immunity and inflammation system, for both CAD and HF. A machine-learning method (random forest) was used to evaluate the clinical utility of circulating PGLYRP1 for diagnosis of CAD and HF in a total of 370 individuals. Causal links of chronic serum PGLYRP1 elevation to both diseases were further explored in ApoE(-/-) mice. The serum levels of PGLYRP1 were significantly higher in individuals with either chronic CAD or acute coronary syndrome than those in those without coronary artery stenosis (the control group) and even more pronounced in CAD individuals with concomitant HF. Our random forest classifier revealed that this protein performed better than other recommended clinical indicators in distinguishing the CAD from the control individuals. In addition, this protein associates more with the biomarkers of HF including left ventricular ejection fraction than inflammation Notably, our mice experiment indicated that longterm treatment with recombinant PGLYRP1 could significantly impair the cardiovascular system as reflected from both increased atherogenic lesions and reduced fractional shortening of the left ventricle. Our findings, therefore, supported the circulating levels of PGLYRP1 as a valuable biomarker for both CAD and HF.</description><subject>Acute Coronary Syndrome - blood</subject><subject>Acute Coronary Syndrome - diagnostic imaging</subject><subject>Animals</subject><subject>Aorta - drug effects</subject><subject>Aorta - metabolism</subject><subject>Aorta - pathology</subject><subject>Aortic Diseases - metabolism</subject><subject>Aortic Diseases - pathology</subject><subject>Aortic Diseases - prevention & control</subject><subject>Atherosclerosis - metabolism</subject><subject>Atherosclerosis - pathology</subject><subject>Atherosclerosis - prevention & control</subject><subject>Biomarkers - blood</subject><subject>Cardiac & Cardiovascular Systems</subject><subject>Cardiovascular System & Cardiology</subject><subject>Case-Control Studies</subject><subject>Coronary Artery Disease - blood</subject><subject>Coronary Artery Disease - diagnostic imaging</subject><subject>Coronary Stenosis - blood</subject><subject>Coronary Stenosis - diagnostic imaging</subject><subject>Cross-Sectional Studies</subject><subject>Cytokines - blood</subject><subject>Cytokines - pharmacology</subject><subject>Disease Models, Animal</subject><subject>Heart Failure - blood</subject><subject>Heart Failure - diagnosis</subject><subject>Humans</subject><subject>Life Sciences & Biomedicine</subject><subject>Machine Learning</subject><subject>Male</subject><subject>Mice</subject><subject>Mice, Knockout, ApoE</subject><subject>Pharmacology & Pharmacy</subject><subject>Plaque, Atherosclerotic</subject><subject>Predictive Value of Tests</subject><subject>Science & Technology</subject><subject>Up-Regulation</subject><issn>0160-2446</issn><issn>1533-4023</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>HGBXW</sourceid><sourceid>EIF</sourceid><recordid>eNqNkE9vEzEQxS0EoqHwDRDyEQltsdf_4mNZSEsViQjBgdNq4sxSU2fd2l6ifntc0paKUy1LY0vvvZn5EfKasyPOrHm_OOuO2MNjrX5CZlwJ0UjWiqdkxrhmTSulPiAvcv7FGJfK6OfkQAijmbF2RqDzyU0Bih9_0tXJ8sfXFadL_I0hU6iXrmLBsXgI9IOPW0gXmOgQE-1iiiOka3qcCtby0WeEjBTGDT1FSIUuwIcp4UvybICQ8dVtPSTfF5--dafN8svJ5-542TihWtNY6-ZicMJZbYwTuAbGmRKbtdmABJBKSG4A1TDXVumWW8MdGHRgnR2YEOKQvN3nXqZ4NWEu_dZnhyHAiHHKfatqnJ5zo6pU7qUuxZwTDv1l8nW3656z_gZuX-H2_8Ottje3Hab1Fjf3pjuaVTDfC3a4jkN2HkeH97KaYqRWog5y8-x8qdTj2MVpLNX67vHWfwvsYqj080WYdpj6c4RQzv8OXnHJpmVtZVh_zd72B2GOo7k</recordid><startdate>20210501</startdate><enddate>20210501</enddate><creator>Han, Yanxin</creator><creator>Hua, Sha</creator><creator>Chen, Yanjia</creator><creator>Yang, Wenbo</creator><creator>Zhao, Weilin</creator><creator>Huang, Fanyi</creator><creator>Qiu, Zeping</creator><creator>Yang, Chendie</creator><creator>Jiang, Jie</creator><creator>Su, Xiuxiu</creator><creator>Yang, Ke</creator><creator>Jin, Wei</creator><general>Journal of Cardiovascular Pharmacology</general><general>Lippincott Williams & Wilkins</general><scope>BLEPL</scope><scope>DTL</scope><scope>HGBXW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20210501</creationdate><title>Circulating PGLYRP1 Levels as a Potential Biomarker for Coronary Artery Disease and Heart Failure</title><author>Han, Yanxin ; Hua, Sha ; Chen, Yanjia ; Yang, Wenbo ; Zhao, Weilin ; Huang, Fanyi ; Qiu, Zeping ; Yang, Chendie ; Jiang, Jie ; Su, Xiuxiu ; Yang, Ke ; Jin, Wei</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3527-99c83fc3c9677c3eba01053db7da4aa453417ae5f8695621971ca7eca9c9f0333</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Acute Coronary Syndrome - blood</topic><topic>Acute Coronary Syndrome - diagnostic imaging</topic><topic>Animals</topic><topic>Aorta - drug effects</topic><topic>Aorta - metabolism</topic><topic>Aorta - pathology</topic><topic>Aortic Diseases - metabolism</topic><topic>Aortic Diseases - pathology</topic><topic>Aortic Diseases - prevention & control</topic><topic>Atherosclerosis - metabolism</topic><topic>Atherosclerosis - pathology</topic><topic>Atherosclerosis - prevention & control</topic><topic>Biomarkers - blood</topic><topic>Cardiac & Cardiovascular Systems</topic><topic>Cardiovascular System & Cardiology</topic><topic>Case-Control Studies</topic><topic>Coronary Artery Disease - blood</topic><topic>Coronary Artery Disease - diagnostic imaging</topic><topic>Coronary Stenosis - blood</topic><topic>Coronary Stenosis - diagnostic imaging</topic><topic>Cross-Sectional Studies</topic><topic>Cytokines - blood</topic><topic>Cytokines - pharmacology</topic><topic>Disease Models, Animal</topic><topic>Heart Failure - blood</topic><topic>Heart Failure - diagnosis</topic><topic>Humans</topic><topic>Life Sciences & Biomedicine</topic><topic>Machine Learning</topic><topic>Male</topic><topic>Mice</topic><topic>Mice, Knockout, ApoE</topic><topic>Pharmacology & Pharmacy</topic><topic>Plaque, Atherosclerotic</topic><topic>Predictive Value of Tests</topic><topic>Science & Technology</topic><topic>Up-Regulation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Han, Yanxin</creatorcontrib><creatorcontrib>Hua, Sha</creatorcontrib><creatorcontrib>Chen, Yanjia</creatorcontrib><creatorcontrib>Yang, Wenbo</creatorcontrib><creatorcontrib>Zhao, Weilin</creatorcontrib><creatorcontrib>Huang, Fanyi</creatorcontrib><creatorcontrib>Qiu, Zeping</creatorcontrib><creatorcontrib>Yang, Chendie</creatorcontrib><creatorcontrib>Jiang, Jie</creatorcontrib><creatorcontrib>Su, Xiuxiu</creatorcontrib><creatorcontrib>Yang, Ke</creatorcontrib><creatorcontrib>Jin, Wei</creatorcontrib><collection>Web of Science Core Collection</collection><collection>Science Citation Index Expanded</collection><collection>Web of Science - Science Citation Index Expanded - 2021</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of cardiovascular pharmacology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Han, Yanxin</au><au>Hua, Sha</au><au>Chen, Yanjia</au><au>Yang, Wenbo</au><au>Zhao, Weilin</au><au>Huang, Fanyi</au><au>Qiu, Zeping</au><au>Yang, Chendie</au><au>Jiang, Jie</au><au>Su, Xiuxiu</au><au>Yang, Ke</au><au>Jin, Wei</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Circulating PGLYRP1 Levels as a Potential Biomarker for Coronary Artery Disease and Heart Failure</atitle><jtitle>Journal of cardiovascular pharmacology</jtitle><stitle>J CARDIOVASC PHARM</stitle><addtitle>J Cardiovasc Pharmacol</addtitle><date>2021-05-01</date><risdate>2021</risdate><volume>77</volume><issue>5</issue><spage>578</spage><epage>585</epage><pages>578-585</pages><issn>0160-2446</issn><eissn>1533-4023</eissn><abstract>Coronary artery disease (CAD) and associated comorbidities such as heart failure (HF) remain the leading cause of morbidity and mortality worldwide attributed to, at least partially, the lack of biomarkers for efficient disease diagnosis. Here, we evaluated the diagnostic potential of serum peptidoglycan recognition protein 1 (PGLYRP1), an important component of the innate immunity and inflammation system, for both CAD and HF. A machine-learning method (random forest) was used to evaluate the clinical utility of circulating PGLYRP1 for diagnosis of CAD and HF in a total of 370 individuals. Causal links of chronic serum PGLYRP1 elevation to both diseases were further explored in ApoE(-/-) mice. The serum levels of PGLYRP1 were significantly higher in individuals with either chronic CAD or acute coronary syndrome than those in those without coronary artery stenosis (the control group) and even more pronounced in CAD individuals with concomitant HF. Our random forest classifier revealed that this protein performed better than other recommended clinical indicators in distinguishing the CAD from the control individuals. In addition, this protein associates more with the biomarkers of HF including left ventricular ejection fraction than inflammation Notably, our mice experiment indicated that longterm treatment with recombinant PGLYRP1 could significantly impair the cardiovascular system as reflected from both increased atherogenic lesions and reduced fractional shortening of the left ventricle. Our findings, therefore, supported the circulating levels of PGLYRP1 as a valuable biomarker for both CAD and HF.</abstract><cop>PHILADELPHIA</cop><pub>Journal of Cardiovascular Pharmacology</pub><pmid>33760799</pmid><doi>10.1097/FJC.0000000000000996</doi><tpages>8</tpages></addata></record> |
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subjects | Acute Coronary Syndrome - blood Acute Coronary Syndrome - diagnostic imaging Animals Aorta - drug effects Aorta - metabolism Aorta - pathology Aortic Diseases - metabolism Aortic Diseases - pathology Aortic Diseases - prevention & control Atherosclerosis - metabolism Atherosclerosis - pathology Atherosclerosis - prevention & control Biomarkers - blood Cardiac & Cardiovascular Systems Cardiovascular System & Cardiology Case-Control Studies Coronary Artery Disease - blood Coronary Artery Disease - diagnostic imaging Coronary Stenosis - blood Coronary Stenosis - diagnostic imaging Cross-Sectional Studies Cytokines - blood Cytokines - pharmacology Disease Models, Animal Heart Failure - blood Heart Failure - diagnosis Humans Life Sciences & Biomedicine Machine Learning Male Mice Mice, Knockout, ApoE Pharmacology & Pharmacy Plaque, Atherosclerotic Predictive Value of Tests Science & Technology Up-Regulation |
title | Circulating PGLYRP1 Levels as a Potential Biomarker for Coronary Artery Disease and Heart Failure |
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