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
Hauptverfasser: Han, Yanxin, Hua, Sha, Chen, Yanjia, Yang, Wenbo, Zhao, Weilin, Huang, Fanyi, Qiu, Zeping, Yang, Chendie, Jiang, Jie, Su, Xiuxiu, Yang, Ke, Jin, Wei
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container_issue 5
container_start_page 578
container_title Journal of cardiovascular pharmacology
container_volume 77
creator Han, Yanxin
Hua, Sha
Chen, Yanjia
Yang, Wenbo
Zhao, Weilin
Huang, Fanyi
Qiu, Zeping
Yang, Chendie
Jiang, Jie
Su, Xiuxiu
Yang, Ke
Jin, Wei
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. 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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><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 &amp; control</subject><subject>Atherosclerosis - metabolism</subject><subject>Atherosclerosis - pathology</subject><subject>Atherosclerosis - prevention &amp; control</subject><subject>Biomarkers - blood</subject><subject>Cardiac &amp; Cardiovascular Systems</subject><subject>Cardiovascular System &amp; 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 &amp; Biomedicine</subject><subject>Machine Learning</subject><subject>Male</subject><subject>Mice</subject><subject>Mice, Knockout, ApoE</subject><subject>Pharmacology &amp; Pharmacy</subject><subject>Plaque, Atherosclerotic</subject><subject>Predictive Value of Tests</subject><subject>Science &amp; 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 &amp; 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control</topic><topic>Atherosclerosis - metabolism</topic><topic>Atherosclerosis - pathology</topic><topic>Atherosclerosis - prevention &amp; control</topic><topic>Biomarkers - blood</topic><topic>Cardiac &amp; Cardiovascular Systems</topic><topic>Cardiovascular System &amp; 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 &amp; Biomedicine</topic><topic>Machine Learning</topic><topic>Male</topic><topic>Mice</topic><topic>Mice, Knockout, ApoE</topic><topic>Pharmacology &amp; Pharmacy</topic><topic>Plaque, Atherosclerotic</topic><topic>Predictive Value of Tests</topic><topic>Science &amp; 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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