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. 2022 Jul;42(4):225-232.
doi: 10.1111/cpf.12751. Epub 2022 Apr 1.

PET/CT imaging of spinal inflammation and microcalcification in patients with low back pain: A pilot study on the quantification by artificial intelligence-based segmentation

Reza Piri  1   2 , Amalie H Nøddeskou-Fink  1 , Oke Gerke  1   2 , Måns Larsson  3 , Lars Edenbrandt  4   5 , Olof Enqvist  3   6 , Poul-Flemming Høilund-Carlsen  1   2 , Mette J Stochkendahl  7   8
Affiliations

PET/CT imaging of spinal inflammation and microcalcification in patients with low back pain: A pilot study on the quantification by artificial intelligence-based segmentation

Reza Piri et al. Clin Physiol Funct Imaging. 2022 Jul.

Abstract

Background: Current imaging modalities are often incapable of identifying nociceptive sources of low back pain (LBP). We aimed to characterize these by means of positron emission tomography/computed tomography (PET/CT) of the lumbar spine region applying tracers 18 F-fluorodeoxyglucose (FDG) and 18 F-sodium fluoride (NaF) targeting inflammation and active microcalcification, respectively.

Methods: Using artificial intelligence (AI)-based quantification, we compared PET findings in two sex- and age-matched groups, a case group of seven males and five females, mean age 45 ± 14 years, with ongoing LBP and a similar control group of 12 pain-free individuals. PET/CT scans were segmented into three distinct volumes of interest (VOIs): lumbar vertebral bodies, facet joints and intervertebral discs. Maximum, mean and total standardized uptake values (SUVmax, SUVmean and SUVtotal) for FDG and NaF uptake in the 3 VOIs were measured and compared between groups. Holm-Bonferroni correction was applied to adjust for multiple testing.

Results: FDG uptake was slightly higher in most locations of the LBP group including higher SUVmean in the intervertebral discs (0.96 ± 0.34 vs. 0.69 ± 0.15). All NaF uptake values were higher in cases, including higher SUVmax in the intervertebral discs (11.63 ± 3.29 vs. 9.45 ± 1.32) and facet joints (14.98 ± 6.55 vs. 10.60 ± 2.97).

Conclusion: Observed intergroup differences suggest acute inflammation and microcalcification as possible nociceptive causes of LBP. AI-based quantification of relevant lumbar VOIs in PET/CT scans of LBP patients and controls appears to be feasible. These promising, early findings warrant further investigation and confirmation.

Keywords: fluorodeoxyglucose; low back pain; lumbar vertebrae; positron emission tomography; sodium fluoride.

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Conflict of interest statement

The authors declare no conflicts of interest.

Figures

Figure 1
Figure 1
A sample of the semiautomatic segmentation shown in the computed tomography images in transaxial (a), sagittal (b) and coronal (c) planes. Vertebral bodies are shown with intermittent light blue and light red colours, facets with dark green colour and intervertebral discs with dark blue.
See this image and copyright information in PMC

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