| Literature DB >> 30700328 |
Matthew Scarpelli1, Christopher Zahm2, Scott Perlman2,3, Douglas G McNeel2,4, Robert Jeraj1,2,3, Glenn Liu5,6.
Abstract
BACKGROUND: Immunotherapy has demonstrated remarkable success in treating different cancers. Nonetheless, a large number of patients do not respond, many respond without immediate changes detectable with conventional imaging, and many have unusual immune-related adverse events that cannot be predicted in advance. In this exploratory study, we investigate how 3'-Deoxy-3'-18F-fluorothymidine (FLT) positron emission tomography (PET) measurements of tumor and immune cell proliferation might be utilized as biomarkers in immunotherapy.Entities:
Keywords: Adverse events; Cell proliferation; Clinical trial; DNA vaccine; FLT PET; Imaging; Pembrolizumab; Prostate cancer; Response assessment
Mesh:
Substances:
Year: 2019 PMID: 30700328 PMCID: PMC6354338 DOI: 10.1186/s40425-019-0516-1
Source DB: PubMed Journal: J Immunother Cancer ISSN: 2051-1426 Impact factor: 13.751
Patient information
| Patient # | Study arm | Soft tissue mets. at baseline | Bone mets. at baseline | IRAE greater than Gr 1a (week of occurrence) | Progression-free survival (weeks) |
|---|---|---|---|---|---|
| 1 | 1 | Yes | Yes | None | 24 |
| 2 | 1 | Yes | Yes | None | 48 |
| 3 | 1 | No | Yes | None | 24 |
| 4 | 1 | Yes | No | None | 48+ |
| 5 | 1 | Yes | Yes | None | 16 |
| 6 | 1 | No | Yes | Hyperthyroidism (6); Hypothyroidism (12) | 24 |
| 7 | 2 | No | Yes | Hypothyroidism (36) | 36+ |
| 8 | 2 | Yes | Yes | Pancreatitis (30) | 48 |
| 9 | 2 | Yes | Yes | None | 24 |
| 10 | 2 | Yes | Yes | None | 24+ |
| 11 | 2 | No | Yes | Hyperthyroidism (18) | 48 |
| 12 | 2 | No | Yes | Adrenal Insufficiency (38) | 72+ |
| 13 | 3 | Yes | Yes | Elevated TSH (9) | 36+ |
| 14 | 3 | Yes | No | None | 24 |
| 15 | 3 | Yes | Yes | None | 24 |
| 16 | 3 | Yes | No | Hyperthyroidism (3) | 12 |
| 17 | 3 | No | Yes | None | 12 |
aImmune-related adverse events that were at least possibly related to pembrolizumab and /or pTVG vaccine are listed
Fig. 1Patients are numbered the same in all inserts (also the same as in Table 1) and are ordered by study arm. a Changes in FLT SUVmean in vaccine draining left axillary lymph nodes are shown for each patient along with changes in non-draining right axillary lymph nodes. A number of outliers with changes in left axillary lymph node SUVmean greater than 50% are evident. b Representative FLT PET/CT slice is showing a vaccine draining left axillary lymph with elevated uptake after 12 weeks of therapy (patient #1) c Changes in SUVmean in bone marrow and spleen. d Representative FLT PET/CT slice is showing increased splenic FLT uptake after 12 weeks (patient #17). e Changes in FLT uptake in patients with soft tissue metastases are shown for SUVmean and SUVtotal. Changes in tumor SUVmean and tumor SUVtotal were significantly correlated (ρ = 0.66, P = 0.04). f Representative FLT PET/CT slice is showing metastatic mediastinal lymph nodes with visually increased FLT uptake after 12 weeks of therapy (patient #9). Following RECIST guidelines this patient had radiographically stable disease at week 12 but had subsequent disease progression upon the next radiographic follow-up at 24 weeks. g Changes in thyroid FLT uptake h Representative PET/CT slice is shown for a patient that experienced grade 2 hyperthyroidism (patient #11). The arrow indicates the position of the right thyroid lobe where visually increased FLT uptake is evident at 12 weeks. Notably, this patient had their first pembrolizumab injection 1 day prior to their 12-week PET scan
Fig. 2a Changes in tumor FLT SUVmean after 12 weeks are plotted against changes in tumor size after 12 weeks. Tumor size was measured following RECIST guidelines using a diagnostic CT scan. b Changes in tumor FLT SUVmean after 12 weeks are plotted against changes in tumor size after 24 weeks. c Changes in tumor FLT SUVmean after 12 weeks are plotted against changes in PSA after 12 weeks. d Changes in tumor FLT SUVmean after 12 weeks are plotted against changes in PSA after 24 weeks. Note some patients are not included in these figures because they did not have RECIST measurable soft tissue tumors or were on study for less than 24 weeks
Changes in FLT SUVs, RECIST size measurements, and PSA levels from baseline to 12 weeks were included in Cox proportional hazards regression models to assess association with progression-free survival time
| Predictor | C-indexa | C-index | Hazard Ratio | HR P value | Nb | |
|---|---|---|---|---|---|---|
| Traditional markers of response | Change PSA | 0.72 | 0.05 | 2.34 | 0.01 | 17 (12) |
| Change soft tissue tumor size (RECIST) | 0.59 | < 0.01 | 1.78 | 0.30 | 7 (6) | |
| FLT PET changes in lymphoid organs | Change left axillary lymph node SUVmean | 0.70 | 0.07 | 0.89 | 0.75 | 16 (11) |
| Change spleen SUVmean | 0.73 | 0.01 | 2.14 | 0.02 | 16 (11) | |
| Change bone marrow SUVmean | 0.65 | 0.22 | 1.94 | 0.06 | 17 (12) | |
| FLT PET changes in tumors | Change tumor SUVmean | 0.83 | < 0.01 | 3.38 | 0.05 | 10 (8) |
| Change tumor SUVtotal | 0.69 | < 0.01 | 1.53 | 0.24 | 10 (8) |
aConcordance index (95% confidence interval shown in parenthesis)
bN = number of patients included in calculation (value in parenthesis is number of patients that were not censored)
Fig. 3a Change in tumor SUVmean at 12 weeks differentiated patients who had progression-free survival less than or equal to the median progression-free survival time (24 weeks) from patients who had progression-free survival greater than the median. b Changes in PSA levels after 12 weeks for the same set of patients as shown in insert (a)
Fig. 4a Axial CT and PET/CT slices with a metastatic tumor indicated. At week 12 this patient had experienced diminished PSA and RECIST measurements but increased tumor FLT uptake. By week 16, this patient was found to have progressive disease with marked increases in tumor size and PSA. b Immunofluorescence images show representative FFPE sections taken from the week 12 biopsy of the tumor indicated in part (a). The left immunofluorescence image shows proliferating T cells (Ki67 + CD8+; yellow arrows) and the right image shows proliferating tumor cells (Ki67 + PSMA+). c Quantification of the immunofluorescence images from the tumor indicated in part (a). The top row shows changes in the number of proliferating cells per unit area (left) and changes in the percentage of proliferating cells (right). The bottom row shows percent changes in proliferating CD8+ T cells (left) and proliferating PSMA+ tumor cells (right). *P-value less than 0.05
Fig. 5a Thyroid SUVmean at baseline and after three months for all patients. Patients that experienced a thyroid related-adverse event of Gr2 or greater are shown in various colors to distinguish them from patients that did not experience a thyroid-related adverse event (black). b Receiver operating characteristic curve showing the value of thyroid SUVmean at baseline for predicting which patients will go on to experience a thyroid-related adverse event