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1.
J Digit Imaging ; 35(3): 581-593, 2022 06.
Article in English | MEDLINE | ID: mdl-35212859

ABSTRACT

The aim of the study was to analyze the use of block sequential regularized expectation maximization (BSREM) with different ß-values for the detection of brain metastases in digital fluorine-18 labeled 2-deoxy-2-fluoro-D-glucose (18F-FDG) PET/CT in lung cancer patients. We retrospectively analyzed staging/restaging 18F-FDG PET/CT scans of 40 consecutive lung cancer patients with new brain metastases, confirmed by MRI. PET images were reconstructed using BSREM (ß-values of 100, 200, 300, 400, 500, 600, 700) and OSEM. Two independent blinded readers (R1 and R2) evaluated each reconstruction using a 4-point scale for general image quality, noise, and lesion detectability. SUVmax of metastases, brain background, target-to-background ratio (TBR), and contrast recovery (CR) ratio were recorded for each reconstruction. Among all reconstruction techniques, differences in qualitative parameters were analyzed using non-parametric Friedman test, while differences in quantitative parameters were compared using analysis of variances for repeated measures. Cohen's kappa (k) was used to measure inter-reader agreement. The overall detectability of brain metastases was highest for BSREM200 (R1: 2.83 ± 1.17; R2: 2.68 ± 1.32) and BSREM300 (R1: 2.78 ± 1.23; R2: 2.68 ± 1.36), followed by BSREM100, which had lower accuracy owing to noise. The highest median TBR was found for BSREM100 (R1: 2.19 ± 1.05; R2: 2.42 ± 1.08), followed by BSREM200 and BSREM300. Image quality ratings were significantly different among reconstructions (p < 0.001). The median quality score was higher for BSREM100-300, and both noise and metastases' SUVmax decreased with increasing ß-value. Inter-reader agreement was particularly high for the detectability of photopenic metastases and blurring (all k > 0.65). BSREM200 and BSREM300 yielded the best results for the detection of brain metastases, surpassing both BSREM400 and OSEM, typically used in clinical practice.


Subject(s)
Brain Neoplasms , Lung Neoplasms , Brain Neoplasms/diagnostic imaging , Fluorine Radioisotopes , Fluorodeoxyglucose F18 , Humans , Image Processing, Computer-Assisted/methods , Lung Neoplasms/diagnostic imaging , Positron Emission Tomography Computed Tomography/methods , Radiopharmaceuticals , Retrospective Studies
2.
J Nucl Med ; 57(6): 849-54, 2016 06.
Article in English | MEDLINE | ID: mdl-26823566

ABSTRACT

UNLABELLED: Assessment of tumor response after chemotherapy using (18)F-FDG PET metrics is gaining acceptance. Several studies have suggested that the parameters metabolically active tumor volume (MTV) and total lesion glycolysis (TLG) are superior to SUVmax for measuring tumor burden. However, the measurement of MTV and TLG is still controversial; the most common method uses an absolute threshold of 42% of SUVmax Recently, we implemented a background-adaptive method to determine the background-subtracted lesion activity (BSL) and the background-subtracted volume (BSV). In this study, we investigated the correlation between such PET metrics and histopathologic response in non-small cell lung carcinoma (NSCLC). METHODS: Forty-four NSCLC patients were retrospectively identified. Their PET/CT data on both types of scan before and after neoadjuvant chemotherapy were analyzed regarding SUVmax, MTV, TLG, BSL, and BSV, as well as the relative changes in these parameters. The tumor regression score as an indicator of histopathologic response was scored on hematoxylin- and eosin-stained sections of the surgical specimens using a 4-tiered scale (scores 1-4). The correlation between score and the absolute and relative PET metrics after chemotherapy was analyzed using Spearman rank correlation tests. RESULTS: Tumors that demonstrated a good response after neoadjuvant chemotherapy had significantly lower (18)F-FDG activity than nonresponding tumors (scores 3 and 4: SUVmax, 4.2 [range, 1.8-7.9] vs. scores 1 and 2: SUVmax, 8.1 [range, 1.4-40.4]; P = 0.001). The same was found for change in SUVmax and score (P = 0.001). PET volume metrics based on a 42% fixed threshold for SUVmax did not correlate with score (TLG, P = 0.505; MTV, P = 0.386). However, both of the background activity-based PET volume metrics-BSL and BSV-significantly correlated with score (P < 0.001 each). CONCLUSION: PET volume metrics based on background-adaptive methods correlate better with histopathologic tumor regression score in NSCLC patients under neoadjuvant chemotherapy than algorithms and methods using a fixed threshold (42% SUVmax).


Subject(s)
Carcinoma, Non-Small-Cell Lung/therapy , Fluorodeoxyglucose F18 , Glycolysis , Lung Neoplasms/therapy , Neoadjuvant Therapy , Positron Emission Tomography Computed Tomography , Adult , Aged , Carcinoma, Non-Small-Cell Lung/diagnostic imaging , Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , Female , Humans , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Male , Middle Aged , Retrospective Studies , Treatment Outcome , Tumor Burden
3.
Int J Cancer ; 129(4): 832-8, 2011 Aug 15.
Article in English | MEDLINE | ID: mdl-21710545

ABSTRACT

Particle-mediated epidermal delivery (PMED) is a potent genetic vaccination method. However, a recent report found PMED only poorly and infrequently triggered antigen-specific cytotoxic T-cells in cancer patients. Here, we show that injection of the chemotherapeutic drug Gemcitabine in mice results in improvement of the efficacy of subsequent PMED vaccination against NY-ESO-1. We found in mice and in cancer patients that administration of Gemcitabine induces a transient reduction in the percentage of regulatory T-cells among CD4-positive cells. The higher relative sensitivity of regulatory T-cells compared to other CD4-positive T-cells toward cytostatic drugs can be linked to the higher frequency of proliferating cells in the regulatory compartment compared to the nonregulatory CD4-compartment in healthy people and cancer patients. Thus, by affecting regulatory T-cells more than other lymphocyte subsets, chemotherapeutic agents can create a transient hyperimmunoreactive window. Such a window would provide an ideal timepoint to administer a vaccine expected to induce a therapeutically relevant anticancer cytotoxic T-cell response.


Subject(s)
CD4-Positive T-Lymphocytes/immunology , Cancer Vaccines/therapeutic use , Deoxycytidine/analogs & derivatives , Neoplasms/drug therapy , Neoplasms/immunology , T-Lymphocytes, Cytotoxic/immunology , T-Lymphocytes, Regulatory/immunology , Animals , Antigens, Neoplasm/metabolism , Antimetabolites, Antineoplastic , Deoxycytidine/therapeutic use , Female , Humans , Male , Membrane Proteins/metabolism , Mice , Mice, Inbred BALB C , Neoplasms/metabolism , T-Lymphocytes, Regulatory/drug effects , Gemcitabine
4.
Blood ; 115(22): 4533-41, 2010 Jun 03.
Article in English | MEDLINE | ID: mdl-20304804

ABSTRACT

Previous studies have shown that single-stranded RNA (ssRNA) mixed with protamine forms particles and activates immune cells through Toll-like receptors (TLRs). We have found that the size of protamine-RNA particles generated depends on the electrolyte content when mixing the 2 components. Moreover, we have evidenced that (1) nanometric particles induce production of interferon-alpha, whereas (2) micrometric particles mainly induce production of tumor necrosis factor-alpha (TNF-alpha) in human immune cells. We found that the mechanisms underlying these observations are (1) nanoparticles but not microparticles are selectively phagocytosed by plasmacytoid dendritic cells (pDCs), which produce interferon-alpha and (2) monocytes that produce TNF-alpha have a higher activation threshold than that of pDCs. Thus, at the same time as sensing pathogen-associated molecular patterns such as ssRNA, the immune system distinguishes the size of the associated structure in such a way as to trigger the adapted antivirus (nanometric) or antibacterial/antifungal (micrometric) immune response. Our results introduce a new dimension in danger signaling--how size qualitatively affects innate response.


Subject(s)
RNA/chemistry , RNA/immunology , Signal Transduction/immunology , Adjuvants, Immunologic/chemistry , Adjuvants, Immunologic/genetics , Adjuvants, Immunologic/pharmacology , Animals , Base Sequence , Dendritic Cells/immunology , Humans , Immunity, Innate , In Vitro Techniques , Interferon-alpha/biosynthesis , Membrane Glycoproteins/deficiency , Membrane Glycoproteins/genetics , Membrane Glycoproteins/immunology , Mice , Mice, Inbred C57BL , Mice, Knockout , Nanoparticles/chemistry , Oligodeoxyribonucleotides/chemistry , Oligodeoxyribonucleotides/genetics , Oligodeoxyribonucleotides/immunology , Oligodeoxyribonucleotides/pharmacology , Particle Size , Phagocytosis , Protamines/chemistry , Protamines/immunology , RNA/genetics , RNA/pharmacology , RNA Stability , Signal Transduction/genetics , Toll-Like Receptor 7/deficiency , Toll-Like Receptor 7/genetics , Toll-Like Receptor 7/immunology , Tumor Necrosis Factor-alpha/biosynthesis
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