AI Article Synopsis

  • Direct parametric image reconstruction (PIR) shows higher quality and lower statistical errors compared to indirect methods, but its impact on physiological quantification needs further evaluation.
  • This study focused on assessing direct PIR's effectiveness in quantifying tumor hypoxia by using the hypoxic fraction (HF) derived from immunohistological data as a benchmark.
  • The results indicated that direct PIR (POSEM) correlated better with HF than other methods, leading to a recommendation of using thresholding at half maximum of the slope to define hypoxic tumor volume.

Article Abstract

Compared to indirect methods, direct parametric image reconstruction (PIR) has the advantage of high quality and low statistical errors. However, it is not yet clear if this improvement in quality is beneficial for physiological quantification. This study aimed to evaluate direct PIR for the quantification of tumor hypoxia using the hypoxic fraction (HF) assessed from immunohistological data as a physiological reference. Sixteen mice with xenografted human squamous cell carcinomas were scanned with dynamic [18F]FMISO PET. Afterward, tumors were sliced and stained with H&E and the hypoxia marker pimonidazole. The hypoxic signal was segmented using k-means clustering and HF was specified as the ratio of the hypoxic area over the viable tumor area. The parametric Patlak slope images were obtained by indirect voxel-wise modeling on reconstructed images using filtered back projection and ordered-subset expectation maximization (OSEM) and by direct PIR (e.g., parametric-OSEM, POSEM). The mean and maximum Patlak slopes of the tumor area were investigated and compared with HF. POSEM resulted in generally higher correlations between slope and HF among the investigated methods. A strategy for the delineation of the hypoxic tumor volume based on thresholding parametric images at half maximum of the slope is recommended based on the results of this study.

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http://dx.doi.org/10.1088/0031-9155/59/2/347DOI Listing

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