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Prognostic value of poly-microorganisms detected by droplet digital PCR and pathogen load kinetics in sepsis patients: a multi-center prospective cohort study
This study aimed to investigate the prognostic value of a novel droplet digital polymerase chain reaction (DDPCR) assay in sepsis patients. In this prospective cohort study, univariable and multivariable Cox regressions were used to assess risk factors for 28-day mortality. We also monitored pathoge...
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Published in: | Microbiology spectrum 2024-05, Vol.12 (5), p.e0255823 |
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creator | Zhao, Yuanhan Lin, Ke Zhang, Haocheng Zhang, Yanliang Li, Shaling Zhang, Shengguo Zhang, Wei Zhou, Aiming Zhuang, Yangyang Chen, Jie Wu, Caixia Zhou, Wei He, Xiaoju Yue, Qiaoyan Zhang, Meng Huang, Yan Li, Liang Hong, Liang Cai, Fujing Huang, Lisu Ruan, Zhengshang Xu, Shanshan Zhang, Yan Chen, Xiaohua Chen, Jie Ye, Ying Bian, Tingting Li, Jiabin Yin, Jun Li, Xiang Jiang, Lijing Lei, Chen Liu, Jun Zhang, Ying Jin, Jialin Ai, Jingwen Pan, Jingye Zhang, Wenhong |
description | This study aimed to investigate the prognostic value of a novel droplet digital polymerase chain reaction (DDPCR) assay in sepsis patients. In this prospective cohort study, univariable and multivariable Cox regressions were used to assess risk factors for 28-day mortality. We also monitored pathogen load together with clinical indicators in a subgroup of the cohort. A total of 107 sepsis patients with positive baseline DDPCR results were included. Detection of poly-microorganisms [adjusted hazard ratio (HR) = 3.19; 95% confidence interval (CI) = 1.34-7.62;
= 0.009], high Charlson Comorbidity Index (CCI) score (adjusted HR = 1.14; 95% CI = 1.01-1.29;
= 0.041), and Sequential Organ Failure Assessment (SOFA) score (adjusted HR = 1.18; 95% CI = 1.05-1.32;
= 0.005) at baseline were independent risk factors for 28-day mortality while initial pathogen load was not associated (adjusted HR = 1.17; 95% CI = 0.82-1.66;
= 0.385). Among 63 patients with serial DDPCR results, an increase in pathogen load at days 6-8 compared to baseline was a risk factor for 28-day mortality (
= 0.008). Also, pathogen load kinetics were significantly different between day-28 survivors and nonsurvivors (
= 0.022), with a decline overtime only in survivors and an increase from days 3 and 4 to days 6-8 in nonsurvivors. Using DDPCR technique, we found that poly-microorganisms detected and increased pathogen load a week after sepsis diagnosis were associated with poor prognosis.IMPORTANCEThis prospective study was initiated to explore the prognostic implications of a novel multiplex PCR assay in sepsis. Notably, our study was the largest cohort of sepsis with droplet digital polymerase chain reaction pathogen monitoring to date, allowing for a comprehensive evaluation of the prognostic significance of both pathogen species and load. We found that detection of poly-microorganisms was an independent risk factors for 28-day mortality. Also, pathogen load increase 1 week after sepsis diagnosis was a risk factor for 28-day mortality, and differential pathogen load kinetics were identified between day-28 survivors and nonsurvivors. Overall, this study demonstrated that pathogen species and load were highly correlated with sepsis prognosis. Patients exhibiting conditions mentioned above face a more adverse prognosis, suggesting the potential need for an escalation of antimicrobial therapy.Registered at ClinicalTrials.gov (NCT05190861). |
doi_str_mv | 10.1128/spectrum.02558-23 |
format | article |
fullrecord | <record><control><sourceid>proquest_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_1f78828c41d542e1ba82dc1adfa77168</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><doaj_id>oai_doaj_org_article_1f78828c41d542e1ba82dc1adfa77168</doaj_id><sourcerecordid>2985796912</sourcerecordid><originalsourceid>FETCH-LOGICAL-a3163-709c2ce52dd7f176cac98c5da20af860047084d17f0417c29da612e62bdce8103</originalsourceid><addsrcrecordid>eNp9Ustu1DAUjRAVrUo_oBvkJZsM9s3DDjs0olCpEhVq19Yd-2bqIYmD7VSan-FbcWfaihUrP3QePue6KC4FXwkB6lOcyaSwjCsOTaNKqN4UZyDapuR1J9_-sz8tLmLccc6F4A008K44rVQDLXTtWfHnNvjt5GNyhj3isBDzPZv9sC9HZ4L3YYuTi2NkllL2I8s2e2aDnwdKzLqtSziw2_VPhpNlM6YHv6WJDR4t--UmyrKRuYlFmqOLTwBHU4qfGbJxGZIrTT5SYHPwhzzukZjxDz4kFtNi9--Lkx6HSBfP63lxf_X1bv29vPnx7Xr95abESrRVKXlnwFAD1speyNag6ZRpLALHXrWc15Kr2grZ81pIA53FVgC1sLGGlODVeXF91LUed3oObsSw1x6dPlzkGjSGHGYgLXqpFChTC9vUQGKDCqwRaHuUUrQqa308auVQvxeKSY8uGhoGnMgvUUOnGtm1nYAMFUdorjrGQP2rteD6acr6Zcr6MGUNVeasjhyMI-idX8KUm_kv4cPze5bNSPbV4uUTVH8BNee3gA</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2985796912</pqid></control><display><type>article</type><title>Prognostic value of poly-microorganisms detected by droplet digital PCR and pathogen load kinetics in sepsis patients: a multi-center prospective cohort study</title><source>American Society for Microbiology</source><source>Open Access: PubMed Central</source><creator>Zhao, Yuanhan ; Lin, Ke ; Zhang, Haocheng ; Zhang, Yanliang ; Li, Shaling ; Zhang, Shengguo ; Zhang, Wei ; Zhou, Aiming ; Zhuang, Yangyang ; Chen, Jie ; Wu, Caixia ; Zhou, Wei ; He, Xiaoju ; Yue, Qiaoyan ; Zhang, Meng ; Huang, Yan ; Li, Liang ; Hong, Liang ; Cai, Fujing ; Huang, Lisu ; Ruan, Zhengshang ; Xu, Shanshan ; Zhang, Yan ; Chen, Xiaohua ; Chen, Jie ; Ye, Ying ; Bian, Tingting ; Li, Jiabin ; Yin, Jun ; Li, Xiang ; Jiang, Lijing ; Lei, Chen ; Liu, Jun ; Zhang, Ying ; Jin, Jialin ; Ai, Jingwen ; Pan, Jingye ; Zhang, Wenhong</creator><contributor>Chen, Fei</contributor><creatorcontrib>Zhao, Yuanhan ; Lin, Ke ; Zhang, Haocheng ; Zhang, Yanliang ; Li, Shaling ; Zhang, Shengguo ; Zhang, Wei ; Zhou, Aiming ; Zhuang, Yangyang ; Chen, Jie ; Wu, Caixia ; Zhou, Wei ; He, Xiaoju ; Yue, Qiaoyan ; Zhang, Meng ; Huang, Yan ; Li, Liang ; Hong, Liang ; Cai, Fujing ; Huang, Lisu ; Ruan, Zhengshang ; Xu, Shanshan ; Zhang, Yan ; Chen, Xiaohua ; Chen, Jie ; Ye, Ying ; Bian, Tingting ; Li, Jiabin ; Yin, Jun ; Li, Xiang ; Jiang, Lijing ; Lei, Chen ; Liu, Jun ; Zhang, Ying ; Jin, Jialin ; Ai, Jingwen ; Pan, Jingye ; Zhang, Wenhong ; Chen, Fei</creatorcontrib><description>This study aimed to investigate the prognostic value of a novel droplet digital polymerase chain reaction (DDPCR) assay in sepsis patients. In this prospective cohort study, univariable and multivariable Cox regressions were used to assess risk factors for 28-day mortality. We also monitored pathogen load together with clinical indicators in a subgroup of the cohort. A total of 107 sepsis patients with positive baseline DDPCR results were included. Detection of poly-microorganisms [adjusted hazard ratio (HR) = 3.19; 95% confidence interval (CI) = 1.34-7.62;
= 0.009], high Charlson Comorbidity Index (CCI) score (adjusted HR = 1.14; 95% CI = 1.01-1.29;
= 0.041), and Sequential Organ Failure Assessment (SOFA) score (adjusted HR = 1.18; 95% CI = 1.05-1.32;
= 0.005) at baseline were independent risk factors for 28-day mortality while initial pathogen load was not associated (adjusted HR = 1.17; 95% CI = 0.82-1.66;
= 0.385). Among 63 patients with serial DDPCR results, an increase in pathogen load at days 6-8 compared to baseline was a risk factor for 28-day mortality (
= 0.008). Also, pathogen load kinetics were significantly different between day-28 survivors and nonsurvivors (
= 0.022), with a decline overtime only in survivors and an increase from days 3 and 4 to days 6-8 in nonsurvivors. Using DDPCR technique, we found that poly-microorganisms detected and increased pathogen load a week after sepsis diagnosis were associated with poor prognosis.IMPORTANCEThis prospective study was initiated to explore the prognostic implications of a novel multiplex PCR assay in sepsis. Notably, our study was the largest cohort of sepsis with droplet digital polymerase chain reaction pathogen monitoring to date, allowing for a comprehensive evaluation of the prognostic significance of both pathogen species and load. We found that detection of poly-microorganisms was an independent risk factors for 28-day mortality. Also, pathogen load increase 1 week after sepsis diagnosis was a risk factor for 28-day mortality, and differential pathogen load kinetics were identified between day-28 survivors and nonsurvivors. Overall, this study demonstrated that pathogen species and load were highly correlated with sepsis prognosis. Patients exhibiting conditions mentioned above face a more adverse prognosis, suggesting the potential need for an escalation of antimicrobial therapy.Registered at ClinicalTrials.gov (NCT05190861).</description><identifier>ISSN: 2165-0497</identifier><identifier>EISSN: 2165-0497</identifier><identifier>DOI: 10.1128/spectrum.02558-23</identifier><identifier>PMID: 38526296</identifier><language>eng</language><publisher>United States: American Society for Microbiology</publisher><subject>Aged ; Aged, 80 and over ; Bacteria - classification ; Bacteria - genetics ; Bacteria - isolation & purification ; Bacterial Load - methods ; Computational Biology ; droplet digital polymerase chain reaction ; Female ; Humans ; Kinetics ; Male ; Middle Aged ; mortality ; pathogen load ; Polymerase Chain Reaction - methods ; polymicrobial infection ; Prognosis ; Prospective Studies ; Research Article ; Risk Factors ; sepsis ; Sepsis - diagnosis ; Sepsis - microbiology ; Sepsis - mortality</subject><ispartof>Microbiology spectrum, 2024-05, Vol.12 (5), p.e0255823</ispartof><rights>Copyright © 2024 Zhao et al.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-a3163-709c2ce52dd7f176cac98c5da20af860047084d17f0417c29da612e62bdce8103</cites><orcidid>0000-0003-0593-2563 ; 0000-0002-6539-1802 ; 0000-0002-5453-1515</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://journals.asm.org/doi/pdf/10.1128/spectrum.02558-23$$EPDF$$P50$$Gasm2$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://journals.asm.org/doi/full/10.1128/spectrum.02558-23$$EHTML$$P50$$Gasm2$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,3188,27924,27925,52751,52752,52753</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38526296$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Chen, Fei</contributor><creatorcontrib>Zhao, Yuanhan</creatorcontrib><creatorcontrib>Lin, Ke</creatorcontrib><creatorcontrib>Zhang, Haocheng</creatorcontrib><creatorcontrib>Zhang, Yanliang</creatorcontrib><creatorcontrib>Li, Shaling</creatorcontrib><creatorcontrib>Zhang, Shengguo</creatorcontrib><creatorcontrib>Zhang, Wei</creatorcontrib><creatorcontrib>Zhou, Aiming</creatorcontrib><creatorcontrib>Zhuang, Yangyang</creatorcontrib><creatorcontrib>Chen, Jie</creatorcontrib><creatorcontrib>Wu, Caixia</creatorcontrib><creatorcontrib>Zhou, Wei</creatorcontrib><creatorcontrib>He, Xiaoju</creatorcontrib><creatorcontrib>Yue, Qiaoyan</creatorcontrib><creatorcontrib>Zhang, Meng</creatorcontrib><creatorcontrib>Huang, Yan</creatorcontrib><creatorcontrib>Li, Liang</creatorcontrib><creatorcontrib>Hong, Liang</creatorcontrib><creatorcontrib>Cai, Fujing</creatorcontrib><creatorcontrib>Huang, Lisu</creatorcontrib><creatorcontrib>Ruan, Zhengshang</creatorcontrib><creatorcontrib>Xu, Shanshan</creatorcontrib><creatorcontrib>Zhang, Yan</creatorcontrib><creatorcontrib>Chen, Xiaohua</creatorcontrib><creatorcontrib>Chen, Jie</creatorcontrib><creatorcontrib>Ye, Ying</creatorcontrib><creatorcontrib>Bian, Tingting</creatorcontrib><creatorcontrib>Li, Jiabin</creatorcontrib><creatorcontrib>Yin, Jun</creatorcontrib><creatorcontrib>Li, Xiang</creatorcontrib><creatorcontrib>Jiang, Lijing</creatorcontrib><creatorcontrib>Lei, Chen</creatorcontrib><creatorcontrib>Liu, Jun</creatorcontrib><creatorcontrib>Zhang, Ying</creatorcontrib><creatorcontrib>Jin, Jialin</creatorcontrib><creatorcontrib>Ai, Jingwen</creatorcontrib><creatorcontrib>Pan, Jingye</creatorcontrib><creatorcontrib>Zhang, Wenhong</creatorcontrib><title>Prognostic value of poly-microorganisms detected by droplet digital PCR and pathogen load kinetics in sepsis patients: a multi-center prospective cohort study</title><title>Microbiology spectrum</title><addtitle>Spectrum</addtitle><addtitle>Microbiol Spectr</addtitle><description>This study aimed to investigate the prognostic value of a novel droplet digital polymerase chain reaction (DDPCR) assay in sepsis patients. In this prospective cohort study, univariable and multivariable Cox regressions were used to assess risk factors for 28-day mortality. We also monitored pathogen load together with clinical indicators in a subgroup of the cohort. A total of 107 sepsis patients with positive baseline DDPCR results were included. Detection of poly-microorganisms [adjusted hazard ratio (HR) = 3.19; 95% confidence interval (CI) = 1.34-7.62;
= 0.009], high Charlson Comorbidity Index (CCI) score (adjusted HR = 1.14; 95% CI = 1.01-1.29;
= 0.041), and Sequential Organ Failure Assessment (SOFA) score (adjusted HR = 1.18; 95% CI = 1.05-1.32;
= 0.005) at baseline were independent risk factors for 28-day mortality while initial pathogen load was not associated (adjusted HR = 1.17; 95% CI = 0.82-1.66;
= 0.385). Among 63 patients with serial DDPCR results, an increase in pathogen load at days 6-8 compared to baseline was a risk factor for 28-day mortality (
= 0.008). Also, pathogen load kinetics were significantly different between day-28 survivors and nonsurvivors (
= 0.022), with a decline overtime only in survivors and an increase from days 3 and 4 to days 6-8 in nonsurvivors. Using DDPCR technique, we found that poly-microorganisms detected and increased pathogen load a week after sepsis diagnosis were associated with poor prognosis.IMPORTANCEThis prospective study was initiated to explore the prognostic implications of a novel multiplex PCR assay in sepsis. Notably, our study was the largest cohort of sepsis with droplet digital polymerase chain reaction pathogen monitoring to date, allowing for a comprehensive evaluation of the prognostic significance of both pathogen species and load. We found that detection of poly-microorganisms was an independent risk factors for 28-day mortality. Also, pathogen load increase 1 week after sepsis diagnosis was a risk factor for 28-day mortality, and differential pathogen load kinetics were identified between day-28 survivors and nonsurvivors. Overall, this study demonstrated that pathogen species and load were highly correlated with sepsis prognosis. Patients exhibiting conditions mentioned above face a more adverse prognosis, suggesting the potential need for an escalation of antimicrobial therapy.Registered at ClinicalTrials.gov (NCT05190861).</description><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Bacteria - classification</subject><subject>Bacteria - genetics</subject><subject>Bacteria - isolation & purification</subject><subject>Bacterial Load - methods</subject><subject>Computational Biology</subject><subject>droplet digital polymerase chain reaction</subject><subject>Female</subject><subject>Humans</subject><subject>Kinetics</subject><subject>Male</subject><subject>Middle Aged</subject><subject>mortality</subject><subject>pathogen load</subject><subject>Polymerase Chain Reaction - methods</subject><subject>polymicrobial infection</subject><subject>Prognosis</subject><subject>Prospective Studies</subject><subject>Research Article</subject><subject>Risk Factors</subject><subject>sepsis</subject><subject>Sepsis - diagnosis</subject><subject>Sepsis - microbiology</subject><subject>Sepsis - mortality</subject><issn>2165-0497</issn><issn>2165-0497</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNp9Ustu1DAUjRAVrUo_oBvkJZsM9s3DDjs0olCpEhVq19Yd-2bqIYmD7VSan-FbcWfaihUrP3QePue6KC4FXwkB6lOcyaSwjCsOTaNKqN4UZyDapuR1J9_-sz8tLmLccc6F4A008K44rVQDLXTtWfHnNvjt5GNyhj3isBDzPZv9sC9HZ4L3YYuTi2NkllL2I8s2e2aDnwdKzLqtSziw2_VPhpNlM6YHv6WJDR4t--UmyrKRuYlFmqOLTwBHU4qfGbJxGZIrTT5SYHPwhzzukZjxDz4kFtNi9--Lkx6HSBfP63lxf_X1bv29vPnx7Xr95abESrRVKXlnwFAD1speyNag6ZRpLALHXrWc15Kr2grZ81pIA53FVgC1sLGGlODVeXF91LUed3oObsSw1x6dPlzkGjSGHGYgLXqpFChTC9vUQGKDCqwRaHuUUrQqa308auVQvxeKSY8uGhoGnMgvUUOnGtm1nYAMFUdorjrGQP2rteD6acr6Zcr6MGUNVeasjhyMI-idX8KUm_kv4cPze5bNSPbV4uUTVH8BNee3gA</recordid><startdate>20240502</startdate><enddate>20240502</enddate><creator>Zhao, Yuanhan</creator><creator>Lin, Ke</creator><creator>Zhang, Haocheng</creator><creator>Zhang, Yanliang</creator><creator>Li, Shaling</creator><creator>Zhang, Shengguo</creator><creator>Zhang, Wei</creator><creator>Zhou, Aiming</creator><creator>Zhuang, Yangyang</creator><creator>Chen, Jie</creator><creator>Wu, Caixia</creator><creator>Zhou, Wei</creator><creator>He, Xiaoju</creator><creator>Yue, Qiaoyan</creator><creator>Zhang, Meng</creator><creator>Huang, Yan</creator><creator>Li, Liang</creator><creator>Hong, Liang</creator><creator>Cai, Fujing</creator><creator>Huang, Lisu</creator><creator>Ruan, Zhengshang</creator><creator>Xu, Shanshan</creator><creator>Zhang, Yan</creator><creator>Chen, Xiaohua</creator><creator>Chen, Jie</creator><creator>Ye, Ying</creator><creator>Bian, Tingting</creator><creator>Li, Jiabin</creator><creator>Yin, Jun</creator><creator>Li, Xiang</creator><creator>Jiang, Lijing</creator><creator>Lei, Chen</creator><creator>Liu, Jun</creator><creator>Zhang, Ying</creator><creator>Jin, Jialin</creator><creator>Ai, Jingwen</creator><creator>Pan, Jingye</creator><creator>Zhang, Wenhong</creator><general>American Society for Microbiology</general><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><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-0593-2563</orcidid><orcidid>https://orcid.org/0000-0002-6539-1802</orcidid><orcidid>https://orcid.org/0000-0002-5453-1515</orcidid></search><sort><creationdate>20240502</creationdate><title>Prognostic value of poly-microorganisms detected by droplet digital PCR and pathogen load kinetics in sepsis patients: a multi-center prospective cohort study</title><author>Zhao, Yuanhan ; Lin, Ke ; Zhang, Haocheng ; Zhang, Yanliang ; Li, Shaling ; Zhang, Shengguo ; Zhang, Wei ; Zhou, Aiming ; Zhuang, Yangyang ; Chen, Jie ; Wu, Caixia ; Zhou, Wei ; He, Xiaoju ; Yue, Qiaoyan ; Zhang, Meng ; Huang, Yan ; Li, Liang ; Hong, Liang ; Cai, Fujing ; Huang, Lisu ; Ruan, Zhengshang ; Xu, Shanshan ; Zhang, Yan ; Chen, Xiaohua ; Chen, Jie ; Ye, Ying ; Bian, Tingting ; Li, Jiabin ; Yin, Jun ; Li, Xiang ; Jiang, Lijing ; Lei, Chen ; Liu, Jun ; Zhang, Ying ; Jin, Jialin ; Ai, Jingwen ; Pan, Jingye ; Zhang, Wenhong</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a3163-709c2ce52dd7f176cac98c5da20af860047084d17f0417c29da612e62bdce8103</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Bacteria - 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Academic</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Microbiology spectrum</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhao, Yuanhan</au><au>Lin, Ke</au><au>Zhang, Haocheng</au><au>Zhang, Yanliang</au><au>Li, Shaling</au><au>Zhang, Shengguo</au><au>Zhang, Wei</au><au>Zhou, Aiming</au><au>Zhuang, Yangyang</au><au>Chen, Jie</au><au>Wu, Caixia</au><au>Zhou, Wei</au><au>He, Xiaoju</au><au>Yue, Qiaoyan</au><au>Zhang, Meng</au><au>Huang, Yan</au><au>Li, Liang</au><au>Hong, Liang</au><au>Cai, Fujing</au><au>Huang, Lisu</au><au>Ruan, Zhengshang</au><au>Xu, Shanshan</au><au>Zhang, Yan</au><au>Chen, Xiaohua</au><au>Chen, Jie</au><au>Ye, Ying</au><au>Bian, Tingting</au><au>Li, Jiabin</au><au>Yin, Jun</au><au>Li, Xiang</au><au>Jiang, Lijing</au><au>Lei, Chen</au><au>Liu, Jun</au><au>Zhang, Ying</au><au>Jin, Jialin</au><au>Ai, Jingwen</au><au>Pan, Jingye</au><au>Zhang, Wenhong</au><au>Chen, Fei</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Prognostic value of poly-microorganisms detected by droplet digital PCR and pathogen load kinetics in sepsis patients: a multi-center prospective cohort study</atitle><jtitle>Microbiology spectrum</jtitle><stitle>Spectrum</stitle><addtitle>Microbiol Spectr</addtitle><date>2024-05-02</date><risdate>2024</risdate><volume>12</volume><issue>5</issue><spage>e0255823</spage><pages>e0255823-</pages><issn>2165-0497</issn><eissn>2165-0497</eissn><abstract>This study aimed to investigate the prognostic value of a novel droplet digital polymerase chain reaction (DDPCR) assay in sepsis patients. In this prospective cohort study, univariable and multivariable Cox regressions were used to assess risk factors for 28-day mortality. We also monitored pathogen load together with clinical indicators in a subgroup of the cohort. A total of 107 sepsis patients with positive baseline DDPCR results were included. Detection of poly-microorganisms [adjusted hazard ratio (HR) = 3.19; 95% confidence interval (CI) = 1.34-7.62;
= 0.009], high Charlson Comorbidity Index (CCI) score (adjusted HR = 1.14; 95% CI = 1.01-1.29;
= 0.041), and Sequential Organ Failure Assessment (SOFA) score (adjusted HR = 1.18; 95% CI = 1.05-1.32;
= 0.005) at baseline were independent risk factors for 28-day mortality while initial pathogen load was not associated (adjusted HR = 1.17; 95% CI = 0.82-1.66;
= 0.385). Among 63 patients with serial DDPCR results, an increase in pathogen load at days 6-8 compared to baseline was a risk factor for 28-day mortality (
= 0.008). Also, pathogen load kinetics were significantly different between day-28 survivors and nonsurvivors (
= 0.022), with a decline overtime only in survivors and an increase from days 3 and 4 to days 6-8 in nonsurvivors. Using DDPCR technique, we found that poly-microorganisms detected and increased pathogen load a week after sepsis diagnosis were associated with poor prognosis.IMPORTANCEThis prospective study was initiated to explore the prognostic implications of a novel multiplex PCR assay in sepsis. Notably, our study was the largest cohort of sepsis with droplet digital polymerase chain reaction pathogen monitoring to date, allowing for a comprehensive evaluation of the prognostic significance of both pathogen species and load. We found that detection of poly-microorganisms was an independent risk factors for 28-day mortality. Also, pathogen load increase 1 week after sepsis diagnosis was a risk factor for 28-day mortality, and differential pathogen load kinetics were identified between day-28 survivors and nonsurvivors. Overall, this study demonstrated that pathogen species and load were highly correlated with sepsis prognosis. Patients exhibiting conditions mentioned above face a more adverse prognosis, suggesting the potential need for an escalation of antimicrobial therapy.Registered at ClinicalTrials.gov (NCT05190861).</abstract><cop>United States</cop><pub>American Society for Microbiology</pub><pmid>38526296</pmid><doi>10.1128/spectrum.02558-23</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0003-0593-2563</orcidid><orcidid>https://orcid.org/0000-0002-6539-1802</orcidid><orcidid>https://orcid.org/0000-0002-5453-1515</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2165-0497 |
ispartof | Microbiology spectrum, 2024-05, Vol.12 (5), p.e0255823 |
issn | 2165-0497 2165-0497 |
language | eng |
recordid | cdi_doaj_primary_oai_doaj_org_article_1f78828c41d542e1ba82dc1adfa77168 |
source | American Society for Microbiology; Open Access: PubMed Central |
subjects | Aged Aged, 80 and over Bacteria - classification Bacteria - genetics Bacteria - isolation & purification Bacterial Load - methods Computational Biology droplet digital polymerase chain reaction Female Humans Kinetics Male Middle Aged mortality pathogen load Polymerase Chain Reaction - methods polymicrobial infection Prognosis Prospective Studies Research Article Risk Factors sepsis Sepsis - diagnosis Sepsis - microbiology Sepsis - mortality |
title | Prognostic value of poly-microorganisms detected by droplet digital PCR and pathogen load kinetics in sepsis patients: a multi-center prospective cohort study |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-07T18%3A24%3A21IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Prognostic%20value%20of%20poly-microorganisms%20detected%20by%20droplet%20digital%20PCR%20and%20pathogen%20load%20kinetics%20in%20sepsis%20patients:%20a%20multi-center%20prospective%20cohort%20study&rft.jtitle=Microbiology%20spectrum&rft.au=Zhao,%20Yuanhan&rft.date=2024-05-02&rft.volume=12&rft.issue=5&rft.spage=e0255823&rft.pages=e0255823-&rft.issn=2165-0497&rft.eissn=2165-0497&rft_id=info:doi/10.1128/spectrum.02558-23&rft_dat=%3Cproquest_doaj_%3E2985796912%3C/proquest_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-a3163-709c2ce52dd7f176cac98c5da20af860047084d17f0417c29da612e62bdce8103%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2985796912&rft_id=info:pmid/38526296&rfr_iscdi=true |