| Literature DB >> 27822900 |
Milan Grkovski1, Jazmin Schwartz2, Andreas Rimner3, Heiko Schöder4, Sean D Carlin4, Pat B Zanzonico2, John L Humm2, Sadek A Nehmeh5.
Abstract
BACKGROUND: Hypoxic tumours exhibit increased resistance to radiation, chemical, and immune therapies. 18F-fluoromisonidazole (FMISO) positron emission tomography (PET) is a non-invasive, quantitative imaging technique used to evaluate the presence and spatial distribution of tumour hypoxia. To facilitate the use of FMISO PET for identification of individuals likely to benefit from hypoxia-targeted treatments, we investigated the reproducibility of FMISO PET spatiotemporal intratumour distribution in patients with non-small cell lung cancer (NSCLC).Entities:
Keywords: 18F-fluoromisonidazole; Hypoxia; Non-small cell lung cancer; Quantification; Reproducibility
Year: 2016 PMID: 27822900 PMCID: PMC5099292 DOI: 10.1186/s13550-016-0210-y
Source DB: PubMed Journal: EJNMMI Res Impact factor: 3.138
Patient characteristics
| Patient | Age (years) | Gender | Stagea | Histopathology |
|---|---|---|---|---|
| 1 | 63 | F | IV | Adenocarcinoma |
| 2 | 75 | F | IIA | Adenocarcinoma |
| 3 | 72 | F | IB | Squamous cell carcinoma |
| 4 | 31 | M | IIIB | Adenocarcinoma |
| 5 | 63 | M | IIIB | Adenocarcinoma |
| 6 | 77 | M | IIIB | Squamous cell carcinoma |
| 7 | 70 | M | IIA | Squamous cell carcinoma |
| 8 | 56 | F | IIIB | Adenocarcinoma |
| 9 | 59 | M | IIIA | Adenocarcinoma |
| 10 | 73 | M | IIIA | Adenocarcinoma |
aAmerican Joint Committee on Cancer 7th Edition
Summary of FMISO PET reproducibility analysis in patients with non-small cell lung cancer
| Patient (lesion) | TV (cm3) | Scan time pi (min) | SUVlung | SUVmuscle | SUVmax | SUVmean | TBRmax | TBRmean | HTV (cm3) |
| ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FMISO1 | FMISO2 | FMISO1 | FMISO2 | FMISO1 | FMISO2 | FMISO1 | FMISO2 | FMISO1 | FMISO2 | FMISO1 | FMISO2 | FMISO1 | FMISO2 | FMISO1 | FMISO2 | |||
| 1 (1) | 9.7 | 146 | 144 | 0.31 | 0.34 | 0.86 | 0.86 | 1.31 | 1.13 | 0.92 | 0.83 | 1.53 | 1.19 | 1.07 | 0.87 | 3.0 | 0.0 | 0.83 |
| 2 (2) | 36.6 | 153 | 150 | 0.25 | 0.26 | 0.94 | 0.94 | 1.86 | 1.90 | 1.18 | 1.34 | 1.97 | 1.92 | 1.25 | 1.36 | 19.6 | 25.7 | 0.93 |
| 3 (3) | 15.6 | 175 | 178 | 0.37 | 0.31 | 0.94 | 1.01 | 1.34 | 1.52 | 1.05 | 1.06 | 1.37 | 1.20 | 1.06 | 1.02 | 1.8 | 0.1 | 0.72 |
| 4 (4) | 41.6 | 179 | 183 | 0.38 | 0.39 | 1.28 | 1.20 | 1.52 | 1.62 | 1.26 | 1.18 | 1.50 | 1.56 | 1.13 | 1.14 | 13.8 | 13.7 | 0.52 |
| 4 (5) | 20.1 | 1.64 | 2.11 | 1.23 | 1.42 | 1.50 | 2.02 | 1.13 | 1.27 | 7.7 | 11.1 | 0.83 | ||||||
| 5 (6) | 52.3 | 171 | 176 | 0.16 | 0.19 | 1.14 | 1.22 | 2.05 | 2.08 | 1.35 | 1.49 | 1.56 | 1.48 | 1.03 | 1.07 | 9.2 | 10.0 | 0.87 |
| 5 (7) | 33.5 | 1.95 | 2.00 | 1.28 | 1.39 | 1.48 | 1.44 | 0.97 | 1.00 | 5.8 | 7.8 | 0.95 | ||||||
| 5 (8) | 7.0 | 1.15 | 1.24 | 0.92 | 1.02 | 0.88 | 0.89 | 0.70 | 0.73 | 0.0 | 0.0 | 0.92 | ||||||
| 6 (9) | 110.6 | 161 | 165 | 0.36 | 0.37 | 1.03 | 1.08 | 1.50 | 1.58 | 1.20 | 1.27 | 1.50 | 1.46 | 1.20 | 1.18 | 65.1 | 56.9 | 0.80 |
| 7 (10) | 19.4 | 156 | 158 | 0.32 | 0.31 | 1.04 | 0.98 | 1.51 | 1.35 | 1.19 | 1.11 | 1.24 | 1.17 | 0.97 | 0.96 | 0.3 | 0.0 | 0.87 |
| 7 (11) | 7.5 | 1.40 | 1.52 | 1.15 | 1.21 | 1.15 | 1.31 | 0.94 | 1.04 | 0.0 | 1.0 | 0.91 | ||||||
| 8 (12) | 31.6 | 166 | 182 | 0.40 | 0.38 | 0.91 | 0.87 | 1.42 | 1.34 | 0.98 | 0.99 | 1.41 | 1.38 | 0.97 | 1.02 | 1.5 | 2.3 | 0.72 |
| 8 (13) | 61.0 | 2.19 | 1.85 | 1.25 | 1.21 | 2.16 | 1.91 | 1.23 | 1.25 | 30.7 | 32.6 | 0.92 | ||||||
| 8 (14) | 17.1 | 1.90 | 1.85 | 1.15 | 1.11 | 1.88 | 1.91 | 1.14 | 1.14 | 6.7 | 6.8 | 0.94 | ||||||
| 8 (15) | 4.1 | 1.05 | 0.87 | 0.74 | 0.69 | 1.04 | 0.90 | 0.73 | 0.71 | 0.0 | 0.0 | 0.83 | ||||||
| 9 (16) | 23.5 | 165 | 148 | 0.32 | 0.27 | 0.91 | 0.83 | 1.22 | 0.91 | 0.90 | 0.64 | 1.11 | 0.96 | 0.81 | 0.68 | 0.0 | 0.0 | 0.81 |
| 10 (17) | 12.9 | 164 | 147 | 0.28 | 0.31 | 1.01 | 1.06 | 1.12 | 1.20 | 0.83 | 0.94 | 1.29 | 1.30 | 0.95 | 1.02 | 0.7 | 1.9 | 0.90 |
| 10 (18) | 8.1 | 0.98 | 1.12 | 0.79 | 0.85 | 1.13 | 1.21 | 0.91 | 0.92 | 0.0 | 0.0 | 0.88 | ||||||
| 10 (19) | 10.1 | 0.93 | 1.06 | 0.72 | 0.84 | 1.06 | 1.15 | 0.82 | 0.91 | 0.0 | 0.0 | 0.80 | ||||||
| Maximum | 110.6 | 179 | 183 | 0.40 | 0.38 | 11.28 | 1.22 | 2.19 | 2.09 | 1.35 | 1.49 | 2.16 | 2.02 | 1.25 | 1.36 | 65.1 | 56.9 | 0.95 |
| Minimum | 4.1 | 146 | 144 | 0.16 | 0.19 | 0.82 | 0.83 | 0.93 | 0.87 | 0.72 | 0.64 | 0.88 | 0.89 | 0.70 | 0.68 | 0.0 | 0.0 | 0.52 |
| Mean ± SD | 27.5 ± 25.7 | 164 ± 10 | 163 ± 16 | 0.32 ± 0.07 | 0.31 ± 0.06 | 1.00 ± 0.13 | 1.01 ± 0.14 | 1.48 ± 0.37 | 1.49 ± 0.39 | 1.06 ± 0.20 | 1.08 ± 0.25 | 1.41 ± 0.33 | 1.39 ± 0.35 | 1.00 ± 0.16 | 1.02 ± 0.19 | 9 ± 16 | 9 ± 15 | 0.84 ± 0.10 |
| Pearson correlation | 0.77 | 0.91 | 0.89 | 0.89 | 0.90 | 0.87 | 0.90 | 0.99 | ||||||||||
Fig. 1Reproducibility of FMISO intratumor distribution in patients with NSCLC. Voxelwise scatter plots of tumour-to-blood ratio in FMISO1 (x-axis) vs. FMISO2 (y-axis) are presented for all 19 lesions. Black, blue, and red voxels represent normoxic, hypoxia-ambiguous, and hypoxic tumour sub-volumes, respectively, as based on the TBR ≥ 1.2 threshold (dashed lines). Equality lines (dotted) and r TV are also displayed for all scatter plots. r TV values were significant in all cases
Fig. 2FMISO PET images of two patients with non-small cell lung cancer. From left to right: coronal, axial, and sagittal slices showing the first (upper row) and second (lower row) FMISO PET scans of a patient #2 (lesion #2) and b patient #5 (lesion #7). PET images are windowed at 0–1.8 (a) and 0–1.4 (b) tumour-to-blood ratio, respectively
Bland-Altman analysis results for all image-derived features
| KS test ( | Mean ± SD (95 % CI) (%) | LLA, ULA (%) | |
|---|---|---|---|
| SUVblood | 0.97 | 1 ± 8 (−5 to 7) | −15, 17 |
| SUVmax | 0.96 | −1 ± 13 (−6 to 7) | −27, 25 |
| SUVmean | 0.96 | 1 ± 11 (−4 to 7) | −21, 24 |
| TBRmax | 1.00 | −2 ± 12 (−7 to 4) | −25, 22 |
| TBRmean | 0.96 | 1 ± 9 (−3 to 5) | −16, 18 |
| SUVlung | 0.96 | 0 ± 10 (−7 to 7) | −19, 20 |
| SUVmuscle | 0.98 | 0 ± 6 (−4 to 4) | −12, 12 |
KS Kolmogorov-Smirnov, CI confidence interval, LLA lower limit of agreement, ULA upper limit of agreement
Bland-Altman analysis results for differences between voxelwise tumour-to-blood ratio values
| Lesion # | Mean ± SD (95 % CI) | LLA, ULA |
|---|---|---|
| 1 | −0.21 ± 0.12 (−0.45 to 0.04) | −0.45, 0.04 |
| 2 | 0.11 ± 0.10 (0.10 to 0.12) | −0.09, 0.31 |
| 3 | −0.04 ± 0.09 (−0.05 to −0.03) | −0.21, 0.13 |
| 4 | −0.01 ± 0.13 (−0.03 to 0.00) | −0.26, 0.23 |
| 5 | 0.14 ± .19 (0.11 to 0.17) | −0.23, 0.51 |
| 6 | 0.04 ± 0.09 (0.03 to 0.05) | −0.13, 0.21 |
| 7 | 0.04 ± 0.07 (0.03 to 0.05) | −0.11, 0.18 |
| 8 | 0.04 ± 0.04 (0.03 to 0.05) | −0.04, 0.13 |
| 9 | −0.03 ± 0.09 (−0.03 to −0.02) | −0.20, 0.15 |
| 10 | −0.01 ± 0.06 (−0.02 to −0.01) | −0.12, 0.09 |
| 11 | 0.10 ± 0.05 (0.09 to 0.11) | 0.00, 0.20 |
| 12 | 0.05 ± 0.09 (0.04 to 0.06) | −0.13, 0.24 |
| 13 | 0.01 ± 0.11 (0.00 to 0.02) | −0.20, 0.22 |
| 14 | 0.01 ± 0.10 (−0.01 to 0.02) | −0.19, 0.20 |
| 15 | 0.09 ± .07 (0.07 to 0.11) | −0.05, 0.22 |
| 16 | −0.13 ± 0.07 (−0.14 to −0.12) | −0.28, 0.01 |
| 17 | 0.07 ± 0.07 (0.06 to 0.08) | −0.06, 0.20 |
| 18 | 0.01 ± 0.07 (0.00 to 0.02) | −0.12, 0.14 |
| 19 | 0.08 ± 0.07 (0.07 to 0.10) | −0.05, 0.22 |
| Pooled data | 0.01 ± 0.12 (0.01 to 0.02) | −0.22, 0.24 |
CI confidence interval, LLA lower limit of agreement, ULA upper limit of agreement
Fig. 3Bland-Altman analysis results for pooled data from all 19 lesions. Relative differences in voxelwise TBR values are shown against the average value combined from the two FMISO scans. Mean and both upper and lower limits of agreement (LoA) are displayed as red and blue lines, respectively