TY - JOUR
T1 - Pneumonia pattern recognition on ultra-low-dose CT does not allow for a reliable differentiation between viral and bacterial pneumonia
T2 - A multicentre observer study
AU - van den Berk, Inge A. H.
AU - M.N.P. Kanglie, Maadrika
AU - van Engelen, Tjitske S. R.
AU - Hovinga de Boer, Marieke C.
AU - de Monyé, Wouter
AU - Bipat, Shandra
AU - Bossuyt, Patrick M. M.
AU - Prins, Jan M.
AU - Stoker, Jaap
N1 - Funding Information: The research was funded by an innovation grant of the Amsterdam University Medical Centers (Amsterdam UMC), location Academic Medical Centre (AMC), University of Amsterdam and a Health Care Efficiency Program grant of the Netherlands Organization for Health Research and Development (ZonMW: 843001806). Publisher Copyright: © 2023
PY - 2023/10/1
Y1 - 2023/10/1
N2 - Purpose: While a reliable differentiation between viral and bacterial pneumonia is not possible with chest X-ray, this study investigates whether ultra-low-dose chest-CT (ULDCT) could be used for this purpose. Methods: In the OPTIMACT trial 281 patients had a final diagnosis of pneumonia, and 96/281 (34%) had one or more positive microbiology results: 60 patients viral pathogens, 48 patients bacterial pathogens. These 96 ULDCT's were blindly and independently evaluated by two chest radiologists, who reported CT findings, pneumonia pattern, and most likely type of pathogen. Differences between groups were analysed for each radiologist separately, diagnostic accuracy was evaluated by calculating sensitivity. Results: The dominant CT finding significantly differed between the viral and bacterial pathogen groups (p = 0.04; p = 0.04). Consolidation was the most frequent dominant CT finding in both patients with viral and bacterial pathogens, but was observed significantly more often in those with a bacterial pathogen: 32/60 and 22/60 versus 38/48 and 31/48 (p = 0.005; p = 0.004). The lobar pneumonia pattern was more frequently observed in patients with a bacterial pathogen: 23/48 and 18/48, versus 10/60 and 8/60 for viral pathogens (p < 0.001; p = 0.004). For the bronchopneumonia and interstitial pneumonia patterns the proportions of viral and bacterial pathogens were not significantly different. Both radiologists suggested a viral pathogen correctly (sensitivity) in 6/60 (10%), for a bacterial pathogen this was 34/48 (71%). Conclusion: Reliable differentiation between viral and bacterial pneumonia could not be made by pattern recognition on ULDCT, although a lobar pneumonia pattern was significantly more often observed in bacterial infection.
AB - Purpose: While a reliable differentiation between viral and bacterial pneumonia is not possible with chest X-ray, this study investigates whether ultra-low-dose chest-CT (ULDCT) could be used for this purpose. Methods: In the OPTIMACT trial 281 patients had a final diagnosis of pneumonia, and 96/281 (34%) had one or more positive microbiology results: 60 patients viral pathogens, 48 patients bacterial pathogens. These 96 ULDCT's were blindly and independently evaluated by two chest radiologists, who reported CT findings, pneumonia pattern, and most likely type of pathogen. Differences between groups were analysed for each radiologist separately, diagnostic accuracy was evaluated by calculating sensitivity. Results: The dominant CT finding significantly differed between the viral and bacterial pathogen groups (p = 0.04; p = 0.04). Consolidation was the most frequent dominant CT finding in both patients with viral and bacterial pathogens, but was observed significantly more often in those with a bacterial pathogen: 32/60 and 22/60 versus 38/48 and 31/48 (p = 0.005; p = 0.004). The lobar pneumonia pattern was more frequently observed in patients with a bacterial pathogen: 23/48 and 18/48, versus 10/60 and 8/60 for viral pathogens (p < 0.001; p = 0.004). For the bronchopneumonia and interstitial pneumonia patterns the proportions of viral and bacterial pathogens were not significantly different. Both radiologists suggested a viral pathogen correctly (sensitivity) in 6/60 (10%), for a bacterial pathogen this was 34/48 (71%). Conclusion: Reliable differentiation between viral and bacterial pneumonia could not be made by pattern recognition on ULDCT, although a lobar pneumonia pattern was significantly more often observed in bacterial infection.
KW - Bacterial
KW - Bronchopneumonia
KW - Emergency Service, Hospital
KW - Pneumonia
KW - Tomography
KW - X-ray Computed
UR - http://www.scopus.com/inward/record.url?scp=85169029204&partnerID=8YFLogxK
U2 - https://doi.org/10.1016/j.ejrad.2023.111064
DO - https://doi.org/10.1016/j.ejrad.2023.111064
M3 - Article
C2 - 37657382
SN - 0720-048X
VL - 167
JO - European Journal of Radiology
JF - European Journal of Radiology
M1 - 111064
ER -