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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
Main Authors: 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, 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
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container_issue 5
container_start_page e0255823
container_title Microbiology spectrum
container_volume 12
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
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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 &amp; 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 &amp; 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 - 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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>
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identifier ISSN: 2165-0497
ispartof Microbiology spectrum, 2024-05, Vol.12 (5), p.e0255823
issn 2165-0497
2165-0497
language eng
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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
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