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Association of time to positivity with disease severity in bloodstream infections - a population-based cohort study

Ljungquist, Oskar LU ; Tverring, Jonas LU orcid ; Oldberg, Karl LU orcid ; Sunnerhagen, Torgny LU orcid and Torisson, Gustav LU orcid (2025) In Clinical Microbiology and Infection
Abstract
Objectives
Short time to positivity (TTP) has been proposed as a prognostic indicator in bloodstream infection (BSI) but results have been conflicting. The aim of this study was to explore the association between TTP and disease severity, using non-linear models.
Methods
This population-based retrospective study included all blood cultures in southern Sweden, from 2021 through 2023. Using healthcare databases, BSI episodes were linked to information regarding prespecified disease severity markers at the time of culture (laboratory values and vital signs) as well as patient outcomes (intensive care admission and all-cause mortality at 30 days). The associations between TTP vs disease severity were explored using non-linear... (More)
Objectives
Short time to positivity (TTP) has been proposed as a prognostic indicator in bloodstream infection (BSI) but results have been conflicting. The aim of this study was to explore the association between TTP and disease severity, using non-linear models.
Methods
This population-based retrospective study included all blood cultures in southern Sweden, from 2021 through 2023. Using healthcare databases, BSI episodes were linked to information regarding prespecified disease severity markers at the time of culture (laboratory values and vital signs) as well as patient outcomes (intensive care admission and all-cause mortality at 30 days). The associations between TTP vs disease severity were explored using non-linear regression models.
Results
The study included 12,585 unique BSI episodes, with a median (IQR) TTP of 12.1 (9.7 – 17.7) hours, and an overall 30-day mortality rate of 14.4%. Non-linear regression models indicated a higher mortality rate with shorter TTP, with a mortality rate of 20% at a TTP of six hours, and 30% at a TTP of three hours. In Enterobacterales, beta-hemolytic streptococci, Streptococcus pneumoniae, Staphylococcus aureus, as well as in polymicrobial findings, regression models indicated that shorter TTP was associated with a risk of > 30% of intensive care admission or mortality, as compared to an overall rate of 18.2%. Shorter TTP was also associated with laboratory values and vital signs. For lactate, with an overall median value of 1.9 mmol/L, the model indicated a value of 3 mmol/L at a TTP of eight hours, and at 4 mmol/L at a TTP of four hours. All associations with disease severity markers and outcomes were non-linear.
Conclusions
Time to positivity is an indicator of disease severity and prognosis in BSIs. The exponential association provides a biologically plausible explanation to previously conflicting results. Future studies should focus on determining the clinical utility of TTP. (Less)
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author
; ; ; and
organization
publishing date
type
Contribution to journal
publication status
epub
subject
in
Clinical Microbiology and Infection
publisher
Wiley-Blackwell
external identifiers
  • scopus:105008280250
ISSN
1469-0691
DOI
10.1016/j.cmi.2025.05.027
language
English
LU publication?
yes
id
45f203bf-0a40-44a1-9432-eb4fa3ff1623
date added to LUP
2025-05-30 01:06:39
date last changed
2025-06-26 04:14:13
@article{45f203bf-0a40-44a1-9432-eb4fa3ff1623,
  abstract     = {{Objectives<br/>Short time to positivity (TTP) has been proposed as a prognostic indicator in bloodstream infection (BSI) but results have been conflicting. The aim of this study was to explore the association between TTP and disease severity, using non-linear models.<br/>Methods<br/>This population-based retrospective study included all blood cultures in southern Sweden, from 2021 through 2023. Using healthcare databases, BSI episodes were linked to information regarding prespecified disease severity markers at the time of culture (laboratory values and vital signs) as well as patient outcomes (intensive care admission and all-cause mortality at 30 days). The associations between TTP vs disease severity were explored using non-linear regression models.<br/>Results<br/>The study included 12,585 unique BSI episodes, with a median (IQR) TTP of 12.1 (9.7 – 17.7) hours, and an overall 30-day mortality rate of 14.4%. Non-linear regression models indicated a higher mortality rate with shorter TTP, with a mortality rate of 20% at a TTP of six hours, and 30% at a TTP of three hours. In Enterobacterales, beta-hemolytic streptococci, Streptococcus pneumoniae, Staphylococcus aureus, as well as in polymicrobial findings, regression models indicated that shorter TTP was associated with a risk of &gt; 30% of intensive care admission or mortality, as compared to an overall rate of 18.2%. Shorter TTP was also associated with laboratory values and vital signs. For lactate, with an overall median value of 1.9 mmol/L, the model indicated a value of 3 mmol/L at a TTP of eight hours, and at 4 mmol/L at a TTP of four hours. All associations with disease severity markers and outcomes were non-linear.<br/>Conclusions<br/>Time to positivity is an indicator of disease severity and prognosis in BSIs. The exponential association provides a biologically plausible explanation to previously conflicting results. Future studies should focus on determining the clinical utility of TTP.}},
  author       = {{Ljungquist, Oskar and Tverring, Jonas and Oldberg, Karl and Sunnerhagen, Torgny and Torisson, Gustav}},
  issn         = {{1469-0691}},
  language     = {{eng}},
  month        = {{05}},
  publisher    = {{Wiley-Blackwell}},
  series       = {{Clinical Microbiology and Infection}},
  title        = {{Association of time to positivity with disease severity in bloodstream infections - a population-based cohort study}},
  url          = {{https://lup.lub.lu.se/search/files/221917861/PIIS1198743X25002587.pdf}},
  doi          = {{10.1016/j.cmi.2025.05.027}},
  year         = {{2025}},
}