| Literature DB >> 35954351 |
Takahiro Einama1, Yoji Yamagishi1, Yasuhiro Takihata1, Fukumi Konno1, Kazuki Kobayashi1, Naoto Yonamine1, Ibuki Fujinuma1, Takazumi Tsunenari1, Keita Kouzu1, Akiko Nakazawa1, Toshimitsu Iwasaki1, Eiji Shinto1, Jiro Ishida2, Hideki Ueno1, Yoji Kishi1.
Abstract
We examined the value of preoperative dual time point (DTP) 18F-fluorodeoxyglucose positron emission tomography/computed tomography fusion imaging (FDG PET/CT) as a predictor of early recurrence or the outcomes in patients with pancreatic cancer. Standardized uptake values (SUVs) in DTP FDG PET/CT were performed as preoperative staging. SUVmax1 and SUVmax2 were obtained in 60 min and 120 min, respectively. ΔSUVmax% was defined as (SUVmax2 - SUVmax1)/SUVmax1 × 100. The optimal cut-off values for SUVmax parameters were selected based on tumor relapse within 1 year of surgery. Optimal cut-off values for SUVmax1 and ΔSUVmax% were 7.18 and 24.25, respectively. The combination of SUVmax1 and ΔSUVmax% showed higher specificity and sensitivity, and higher positive and negative predictive values for tumor relapse within 1 year than SUVmax1 alone. Relapse-free survival (RFS) was significantly worse in the subgroups of high SUVmax1 and high ΔSUVmax% (median 7.0 months) than in the other subgroups (p < 0.0001). The multivariate Cox analysis of RFS identified high SUVmax1 and high ΔSUVmax% as independent prognostic factors (p = 0.0060). DTP FDG PET/CT may effectively predict relapse in patients with pancreatic cancer. The combination of SUVmax1 and ΔSUVmax% identified early recurrent patient groups more precisely than SUVmax1 alone.Entities:
Keywords: SUVmax1; SUVmax2; dual time point PET/CT; pancreatic cancer; ΔSUVmax%
Year: 2022 PMID: 35954351 PMCID: PMC9367454 DOI: 10.3390/cancers14153688
Source DB: PubMed Journal: Cancers (Basel) ISSN: 2072-6694 Impact factor: 6.575
Patient characteristics.
| Parameter | Number of Cases |
|---|---|
| Age | |
| <70 years | 30 |
| >70 years | 42 |
| Median (range) | 71 (86–50) |
| Sex | |
| Male | 46 |
| Female | 26 |
| Location | |
| Pancreatic head | 50 |
| Pancreatic body and/or tail | 22 |
| Pathological T-factor | |
| T1 | 2 |
| T2 | 1 |
| T3 | 68 |
| T4 | 1 |
| Pathological N factor | |
| Positive | 58 |
| Negative | 14 |
| Pathological M factor | |
| M0 | 69 |
| M1 | 3 |
| Residual tumor | |
| R0 | 62 |
| R1 | 10 |
| SUVmax | Median (range) |
| SUVmax1 | 5.1 (1.7–22.1) |
| SUVmax2 | 6.5 (1.9–25.6) |
| ΔSUVmax% | 24.6 (−13.9–84.4) |
| Diagnosis of DM | |
| Yes | 17 |
| No | 55 |
| HbA1C Median (range) | 5.9 (4.3–10.7) |
SD, standard deviation; SUV, standardized uptake value; DM, diabetes mellitus.
Figure 1Maximum intensity (a) coronal and (b) axial images of the first scan in FDG PET/CT, and maximum intensity (c) coronal and (d) axial images of the second scan in FDG PET/CT. SUVmax1 was 8.9. SUVmax2 was 11.2.
Figure 2Comparison of SUVmax1 (a) and ΔSUVmax% (b) between patients with and without diabetes mellitus. (a) Patients with tumors showing without diabetes mellitus was significantly higher SUVmax1 than patients with tumor showing with diabetes mellitus (P = 0.032). (b) Patients with tumors showing without diabetes mellitus was not higher ΔSUVmax% than patients with diabetes mellitus (P = 0.72).
Figure 3Selection of the cut-off point for and ΔSUVmax%. (a) Receiver operator characteristic (ROC) curves of the maximum standardized uptake value at 60 min (SUVmax1) with reference to relapse events within one year of pancreatectomy (n = 72). SUVmax1 at the cut-off value was 7.18, and the area under the curve (AUC) was 0.59 (95% confidence interval (CI) 0.44–0.72). (b) ROC curves of ΔSUVmax% with reference to relapse events within one year of pancreatectomy (n = 72). ΔSUVmax% at cut-off value was 24.25; AUC was 0.67 (95% CI 0.53–0.78).
Accuracy of SUVmax1, ΔSUVmax%, and their combination for the prediction of relapse within 1 year of surgery.
| Parameter | Number of Cases | Sensitivity | Specificity | PPV | NPV | Accuracy | |||
|---|---|---|---|---|---|---|---|---|---|
| Total | 1-Year Relapse | No Relapse |
| (%) | (%) | (%) | (%) | (%) | |
| SUVmax1 | |||||||||
| ≥7.18 | 19 | 13 (68%) | 6 (32%) |
| 41.9 | 85.4 | 68.4 | 66.0 | 66.7 |
| <7.18 | 53 | 18 (34%) | 35 (66%) | ||||||
| ΔSUVmax% | |||||||||
| ≥24.25 | 37 | 21 (57%) | 16 (43%) |
| 66.7 | 61.0 | 56.8 | 71.4 | 63.9 |
| <24.25 | 35 | 10 (29%) | 25 (71%) | ||||||
| Combination | |||||||||
| group A | 13 | 10 (77%) | 3 (23%) |
| 32.3 | 92.7 | 76.9 | 64.4 | 66.7 |
| group B | 59 | 21 (36%) | 38 (64%) | ||||||
| group C | 43 | 24 (56%) | 19 (44%) |
| 77.4 | 53.4 | 55.8 | 75.9 | 63.9 |
| group D | 29 | 7 (24%) | 22 (76%) | ||||||
SUV, standardized uptake value; group A, high SUVmax1 and high ΔSUVmax%; group B, and others except A; group C, SUVmax1 and/or ΔSUVmax%; group D, and others except C. Values in bold are statistically significant.
Relationships between SUVmax1, ΔSUVmax%, and clinicopathological parameters.
| Parameter | No. of Cases | SUVmax1 | ΔSUVmax% | Group A vs. Group B | Group C vs. Group D | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| High | Low | High | Low | Group A | Group B | Group C | Group D | ||||||
| Pathological T factor | |||||||||||||
| T1,2 | 3 (4%) | 0 (0%) | 3 (4%) | 0.17 | 1 (1%) | 2 (3%) | 0.52 | 0 (0%) | 3 (4%) | 0.29 | 1 (1%) | 2 (3%) | 0.35 |
| T3,4 | 69 (96%) | 19 (26%) | 50 (69%) | 36 (50%) | 33 (46%) | 13 (18%) | 56 (78%) | 42 (58%) | 27 (3 8%) | ||||
| Pathological N factor | |||||||||||||
| Positive | 58 (81%) | 8 | 40 (56%) |
| 29 (40%) | 29 (40%) | 0.63 | 12 (17%) | 46 (64%) | 0.20 | 35 (47%) | 23 (32%) | 0.83 |
| Negative | 14 (19%) | 1 (1%) | 13 (18%) | 8 (11%) | 6 (8%) | 1 (1%) | 13 (18%) | 8 (11%) | 6 (8%) | ||||
| Lymphatic permeation | |||||||||||||
| Positive | 64 (89%) | 19 (26%) | 45 (63%) |
| 34 (47%) | 30 (42%) | 0.40 | 13 (18%) | 51 (71%) | 0.065 | 40 (56%) | 24 (33%) | 0.18 |
| Negative | 8 (11%) | 0 (0%) | 8 (11%) | 3 (4%) | 5 (7%) | 0 (0%) | 8 (11%) | 3 (4%) | 5 (7%) | ||||
| CA19-9 | |||||||||||||
| >512 | 20 (28%) | 9 (13%) | 11 (15%) |
| 12 (17%) | 8 (11%) | 0.36 | 8 (11%) | 12 (17%) |
| 13 (18%) | 7 (10%) | 0.57 |
| <512 | 52 (72%) | 10 (14%) | 42 (58%) | 25 (35%) | 27 (36%) | 5 (7%) | 47 (65%) | 30 (42%) | 22 (31%) | ||||
| Residual tumor | |||||||||||||
| R0 | 63 (88%) | 16 (22%) | 47 (65%) | 0.62 | 32 (44%) | 31 (43%) | 0.79 | 10 (14%) | 53 (74%) | 0.23 | 38 (53%) | 25 (38%) | 0.79 |
| R1 | 9 (13%) | 3 (4%) | 6 (8%) | 5 (7%) | 4 (6%) | 3 (4%) | 6 (8%) | 5 (7%) | 4 (6%) | ||||
| Completed adjuvant chemotherapy | |||||||||||||
| Yes | 36 (50%) | 8 (11%) | 28 (39%) | 0.42 | 12 (17%) | 24 (33%) |
| 4 (6%) | 32 (44%) | 0.12 | 16 (22%) | 20 (28%) |
|
| No | 36 (50%) | 11 (15%) | 25 (38%) | 25 (38%) | 11 (15%) | 9 (13%) | 27 (38%) | 27 (38%) | 9 (13%) | ||||
SUV, standardized uptake value; PPV, positive predictive value; NPV, negative predictive value; group A, high SUVmax1 and high ΔSUVmax%; group B, and others except A; group C, SUVmax1 and/or ΔSUVmax%; group D, and others except C. Values in bold are statistically significant.
Figure 4Comparison of relapse-free survival (RFS) curves between the patient groups of (a) high and low SUVmax1 values, (b) high and low ΔSUVmax%, (c) Group A, high SUVmax1 and high ΔSUVmax%, and Group B, and others, and (d) with Group C, high SUVmax1 and/or high ΔSUVmax%, and Group D, and others. (e) High and low ΔSUVmax% in diabetes mellitus patients. The group of high SUVmax1, Group A and Group C represented statistically unfavorable outcomes compared with the group of low SUVmax1 (a: P = 0.0004), Group B (c: P < 0.0001) and Group D (d: P = 0.023). On the other hand, ΔSUVmax% (b) and ΔSUVmax% in diabetes mellitus patients (e) were not correlated with RFS of the patients.
Univariate and multivariate analyses of relapse in patients with pancreatic cancer.
| Parameter (Favorable vs. Unfavorable) | Univariate | Multivariate | ||||
|---|---|---|---|---|---|---|
| Hazard Ratio | Including SUVmax1 | Including SUVmax1/ΔSUVmax% | ||||
| Hazard Ratio | Hazard Ratio | |||||
| Pathological T-factor | 1.59 | 0.62 | ||||
| (pT3,4 vs. T1,2) | (0.35–28.22) | |||||
| Pathological N-factor | 3.91 |
| 2.51 | 0.062 | 2.90 |
|
| (Positive vs. Negative) | (1.58–13.03) | (0.96–8.59) | (1.12–9.88) | |||
| CA19-9 | 2.67 |
| 1.78 | 0.074 | 1.48 | 0.24 |
| (>512 vs. <512) | (1.44–4.83) | (0.94–3.28) | (0.76–2.80) | |||
| Residual tumor | 1.83 | 0.15 | ||||
| (R1 vs. R0) | (0.79–3.73) | |||||
| Completed adjuvant chemotherapy | 2.94 |
| 2.59 |
| 2.48 |
|
| (No vs. Yes) | (1.64–5.47) | (1.43–4.85) | (1.36–4.63) | |||
| SUVmax1 | 2.95 |
| 2.58 |
| ||
| (≥7.2 vs. <7.2) | (1.57–5.39) | (1.35–4.80) | ||||
| SUVmax1/ΔSUVmax% | 3.82 |
| 3.03 |
| ||
| (group A vs. group B) | (1.84–7.49) | (1.40–6.24) | ||||
CI, confidence interval; SUV, standardized uptake value; group A, high SUVmax1 and high ΔSUVmax%; group B, and others except A. Values in bold are statistically significant.