Software tools for the evaluation of clinical signs and symptoms in the medical management of acute radiation syndrome-a five-year experience.

A suite of software tools has been developed for dose estimation (BAT, WinFRAT) and prediction of acute health effects (WinFRAT, H-Module) using clinical symptoms and/or changes in blood cell counts. We constructed a database of 191 ARS cases using the METREPOL (n = 167) and the SEARCH-database (n = 24). The cases ranged from unexposed (RC0), to mild (RC1), moderate (RC2), severe (RC3), and lethal ARS (RC4). From 2015-2019, radiobiology students and participants of two NATO meetings predicted clinical outcomes (RC, H-ARS, and hospitalization) based on clinical symptoms. We evaluated the prediction outcomes using the same input datasets with a total of 32 teams and 94 participants. We found that: (1) unexposed (RC0) and mildly exposed individuals (RC1) could not be discriminated; (2) the severity of RC2 and RC3 were systematically overestimated, but almost all lethal cases (RC4) were correctly predicted; (3) introducing a prior education component for non-physicians significantly increased the correct predictions of RC, ARS, and hospitalization by around 10% (p<0.005) with a threefold reduction in variance and a halving of the evaluation time per case; (4) correct outcome prediction was independent of the software tools used; and (5) comparing the dose estimates generated by the teams with H-ARS severity reflected known limitations of dose alone as a surrogate for H-ARS severity. We found inexperienced personnel can use software tools to make accurate diagnostic and treatment recommendations with up to 98% accuracy. Educational training improved the quality of decision making and enabled participants lacking a medical background to perform comparably to experts

Identifying a diagnostic window for the use of gene expression profiling to predict acute radiation syndrome.

In the event of a mass casualty radiological or nuclear scenario, it is important to distinguish between the unexposed (worried well), low-dose exposed individuals and those developing the hematological acute radiation syndrome (HARS) within the first three days postirradiation. In previous baboon studies, we identified altered gene expression changes after irradiation, which were predictive for the later developing HARS severity. Similar changes in the expression of four of these genes were observed using an in vitro human whole blood model. However, these studies have provided only limited information on the time frame of the changes after exposure in relationship to the development of HARS. In this study we analyzed the time-dependent changes in mRNA expression after in vitro irradiation of whole blood. Changes in the expression of informative mRNAs (FDXR, DBB2, POU2AF1 and WNT3) were determined in the blood of eight healthy donors (6 males, 2 females) after irradiation at 0 (control), 0.5, 2 and 4 Gy using qRT-PCR. FDXR expression was significantly upregulated (P < 0.001) 4 h after ≥0.5 Gy irradiation, with an 18-40-fold peak attained 4-12 h postirradiation which remained elevated (4-9-fold) at 72 h. DDB2 expression was upregulated after 4 h (fold change, 5-8, P < 0.001 at ≥ 0.5 Gy) and remained upregulated (3-4-fold) until 72 h (P < 0.001). The earliest time points showing a significant downregulation of POU2AF1 and WNT3 were 4 h (fold change = 0.4, P = 0.001, at 4 Gy) and 8 h (fold change = 0.3-0.5, P < 0.001, 2-4 Gy), respectively. These results indicate that the diagnostic window for detecting HARS-predictive changes in gene expression may be opened as early as 2 h for most (75%) and at 4 h postirradiation for all individuals examined. Depending on the RNA species studied this may continue for at least three days postirradiation

Lymphocyte Function at Baseline Could Be a New Predictor of Tumor Burden following Six Cycles of Radium-223 Therapy in Patients with Metastasized, Castration-Resistant Prostate Cancer

Previous data indicate that one cycle of treatment with radium-223 (223Ra) did not significantly impair lymphocyte function in patients with metastasized, castration-resistant prostate cancer. The aim of the current study was to assess in 21 patients whether six cycles of this therapy had an effect on lymphocyte proliferation and interferon-γ and interleukin (IL)-10 ELISpot results. Lymphocyte proliferation after stimulation with microbial antigens and the production of interferon-γ continuously decreased after six cycles of radionuclide therapy, reaching statistical significance (p p r = −0.82). As determined by receiver operating characteristic (ROC) curve analysis, tetanus-specific IL-10 spots at baseline had the highest predictive value (p = 0.005) for tumor burden at month 6, with an area under the curve (AUC) of 0.90 (sensitivity 100%, specificity 78%). In conclusion, we observed an additive effect of treatment with 223Ra on immune function and found that IL-10 secretion at baseline predicted tumor burden at month 6 after treatment

Acute Radiation Syndrome-related gene expression in irradiated peripheral blood cell populations.

PURPOSE: In a nuclear or radiological event, an early diagnostic or prognostic tool is needed to distinguish the worried well from low-exposed and those individuals who may later develop life-threatening hematologic acute radiation syndrome (H-ARS). In previous studies, we identified and validated genes in peripheral blood for this purpose. To gain a deeper understanding and to make methodological improvements, we examined the contribution of the peripheral blood´s cell populations on radiation-induced gene expression changes. MATERIALS AND METHODS: EDTA whole blood from six healthy donors was X-irradiated with 0 and 4 Gy, cultured in vitro for 24 h and cell populations of T-lymphocytes (CD3), B-lymphocytes (CD19), NK-cells (CD56) and granulocytes (CD15) were separated using immunomagnetic methods. Whole blood was used as a positive control to ensure the expected radiation-induced gene expression response based on previous examinations. Purity of cell separation and cell counts was validated using immunofluorescence imaging flow cytometry. After RNA isolation, gene expressions of FDXR, DDB2, POU2AF1 and WNT3 were examined in the cell populations and whole blood. RESULTS: The cell populations, on average, contributed to the total RNA amount with a ratio of 11.6 for T-lymphocytes: 1.2 for B-cells: 1.2 for NK-cells: 1.0 for granulocytes. In order to estimate the contribution of gene expression per cell population, the baseline (0 Gy) as well as the radiation-induced fold-change in gene expression relative to unexposed was considered for each gene. After considering all three parameters, the T-lymphocytes (74.8%/80.5%) contributed predominantly to the radiation-induced up-regulation observed for FDXR/DDB2 and the B-lymphocytes (97.1%/83.8%) for down-regulated POU2AF1/WNT3 with a similar effect on whole blood gene expression measurements reflecting a corresponding order of magnitude. CONCLUSIONS: T-lymphocytes and B-lymphocytes contributed predominantly to the radiation-induced up-regulation of FDXR/DDB2 and down-regulation of POU2AF1/WNT3. Further separation of cell populations will not increase the diagnostic sensitivity, but complicate an efficient workflow. Also, this study identifies undesired limitations of widely used whole blood in vitro models, but it still underlines the use of FDXR and DDB2 for biodosimetry purposes and POU2AF1 and WNT3 for effect prediction of acute health effects

Drug Coated Balloon Is Less Effective for Treatment of DES In-Stent Restenosis Both in Native Coronary Arteries and Saphenous Vein Grafts: Results From a Bicenter Registry

BackgroundThe paclitaxel drug coated balloon (DCB) is an established treatment for bare metal stent (BMS) in-stent restenosis (ISR) in native coronary arteries. The evidence of DCB-application for drug eluting stent (DES) ISR both in native coronaries and saphenous vein grafts (SVG) is limited. Aim of our study was to compare the differential efficacy of DCB for treatment of BMS- and DES-ISR in native coronary vessels and SVGs. Methods and ResultsN=135 DCB-treated patients with available follow up (FU) angiography were included in this retrospective study. Patients received treatment between April 2009 and March 2013 at 2 tertiary care hospitals in Germany. DCB was applied in BMS-ISR (n=65; 48%) and DES-ISR (n=70; 52%). DCB-treated lesions were located in native coronary arteries (n=110; 81%; BMS-ISR: n=58; 53%; DES-ISR: n=52; 47%) and SVGs (n=25; 19%; BMS-ISR: n=7, 28%; DES-ISR: n=18, 72%). Median FU was 12 months. Endpoints were binary restenosis and target lesion revascularization (TLR). Binary restenosis (29% vs. 57%; P<0.01) and TLR (18% vs. 46%; P<0.01) were significantly more frequent in DES-ISR versus BMS-ISR. In SVGs, TLR was required in 72% (DES-ISR) versus 14% (BMS-ISR); P=0.02. In the Kaplan-Meier-analysis freedom from both endpoints was significantly decreased in the DES-lesions both in the total population (binary restenosis P<0.01; TLR P<0.01) and native coronaries (binary restenosis P=0.02; TLR P=0.04). ConclusionsDCB treatment is less effective in DES-ISR than in BMS-ISR. The diminished efficacy of DCB treatment is even more pronounced in DES-ISR located within degenerated SVGs

Utility of gene expression studies in relation to radiation exposure and clinical outcomes: Thyroid cancer in the Ukrainian-American cohort and late health effects in a MAYAK worker cohort.

Purpose: We herein report on changes in gene expression after radiation exposure to iodine-131 from the Chernobyl accident in the Ukrainian-American thyroid cohort and to external gamma ray or internal plutonium exposure in the Mayak Production Association radiation workers. Materials and methods: Taking advantage of access to tissue samples from the thyroid cancer cases in the Ukrainian-American cohort, our group tried to identify candidate genes to discriminate spontaneously occurring thyroid cancers from thyroid cancers caused by radiation exposure. We also examined gene expression changes in normal and cancerous thyroid tissue in relation to iodine-131 dose separately. Gene expression changes in the peripheral blood of radiation exposed Mayak workers were examined to elucidate the dose-to-gene and gene-to-health (e.g. cardiovascular disease) relationships. Conclusions: Results of both projects are discussed under the aspect of dose-response relationships (dose-to-gene) and clinical outcome relationships (gene-to-effect) in light of how mechanistic data can be translated into actionable knowledge for radiation protection or clinical purposes

Predicting the Radiation Sensitivity of Male and Female Rhesus Macaques Using Gene Expression

Radiosensitivity differs in humans and likely among closely-related primates. Reasons for variation in radiosensitivity are not well known. We examined preirradiation gene expression in peripheral blood among male and female rhesus macaques which did or did not survive (up to 60 days) after whole-body irradiation with 700 cGy (LD66/60). RNA samples originated from a blinded randomized Good Laboratory Practice study in 142 irradiated rhesus macaques. Animals were untreated (placebo), or treated using recombinant human IL-12, G-CSF or combination of the two. We evaluated gene expression in a two-phase study design where phase I was a whole genome screen [next generation sequencing (NGS)] for mRNAs (RNA-seq) using five RNA samples from untreated male and female animals per group of survivor and non-survivor (total n = 20). Differential gene expression (DGE) was defined as a statistically significant and >= 2-fold up- or downregulation of mRNA species and was calculated between groups of survivors and non-survivors (reference) and by gender. Altogether 659 genes were identified, but the overlapping number of differentially expressed genes (DGE) observed in both genders was small (n = 36). Fifty-eight candidate mRNAs were chosen for independent validation in phase II using the remaining samples (n = 122) evaluated with qRT-PCR. Among the 58 candidates, 16 were of significance or borderline significance (t test) by DGE. Univariate and multivariate logistic regression analysis and receiver operating characteristic (ROC) curve analysis further refined and identified the most outstanding validated genes and gene combinations. For untreated male macaques, we identified EPX (P = 0.005, ROC=1.0), IGF2BP1 (P = 0.05, ROC=0.74) and the combination of EPX with SLC22A4 (P = 0.03, ROC=0.85) which appeared most predictive for the clinical outcome for treated and combined (untreated and treated) male macaque groups, respectively. For untreated, treated and both combined female macaque groups the same gene (MBOAT4, P = 0.0004, ROC = 0.81) was most predictive. Based on the probability function of the ROC curves, up to 74% of preirradiation RNA measurements predicted survival with a positive and negative predictive value ranging between 85-100% and associated odds ratios reflecting a 2-3-fold elevated risk for surviving per unit change (cycle threshold value) in gene expression. In conclusion, we identified gender-dependent genes and gene combinations in preirradiation blood samples for survival prediction after irradiation in rhesus macaques. (C) 2021 by Radiation Research Societ