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1.
Cancer Med ; 12(19): 19394-19405, 2023 10.
Article in English | MEDLINE | ID: mdl-37712677

ABSTRACT

BACKGROUND: Roughly 5% of metastatic cancers present with uncertain origin, for which molecular classification could influence subsequent management; however, prior studies of molecular diagnostic classifiers have reported mixed results with regard to clinical impact. In this retrospective study, we evaluated the utility of a novel molecular diagnostic classifier by assessing theoretical changes in treatment and additional testing recommendations from oncologists before and after the review of classifier predictions. METHODS: We retrospectively analyzed de-identified records from 289 patients with a consensus diagnosis of cancer of uncertain/unknown primary (CUP). Two (or three, if adjudication was required) independent oncologists separately reviewed patient clinical information to determine the course of treatment before they reviewed results from the molecular diagnostic classifier and subsequently evaluated whether the predicted diagnosis would alter their treatment plan. RESULTS: Results from the molecular diagnostic classifier changed the consensus oncologist-reported treatment recommendations for 235 out of 289 patients (81.3%). At the level of individual oncologist reviews (n = 414), 64.7% (n = 268) of treatment recommendations were based on CUP guidelines prior to review of results from the molecular diagnostic classifier. After seeing classifier results, 98.1% (n = 207) of the reviews, where treatment was specified (n = 211), were guided by the tissue of origin-specific guidelines. Overall, 89.9% of the 414 total reviews either expressed strong agreement (n = 242) or agreement (n = 130) that the molecular diagnostic classifier result increased confidence in selecting the most appropriate treatment regimen. CONCLUSIONS: A retrospective review of CUP cases demonstrates that a novel molecular diagnostic classifier could affect treatment in the majority of patients, supporting its clinical utility. Further studies are needed to prospectively evaluate whether the use of molecular diagnostic classifiers improves clinical outcomes in CUP patients.


Subject(s)
Neoplasms, Second Primary , Neoplasms, Unknown Primary , Humans , Neoplasms, Unknown Primary/diagnosis , Neoplasms, Unknown Primary/genetics , Neoplasms, Unknown Primary/pathology , Retrospective Studies , Pathology, Molecular
2.
Article in English | MEDLINE | ID: mdl-36155139

ABSTRACT

Ionizing radiation is omnipresent and unavoidable on Earth; nevertheless, the range of doses and modes of radiation delivery that represent health risks remain controversial. Radiation protection policy for civilians in US is set at 1 mSv per year. Average persons from contemporary populations are exposed to several hundred milliSieverts (mSv) over their lifetimes from both natural and human made sources such as radon, cosmic rays, CT-scans (20-50 mSv partial body exposure per scan), etc. Health risks associated with these and larger exposures are focus of many epidemiological studies, but uncertainties of these estimates coupled with individual and environmental variation make it is prudent to attempt to use animal models and tightly controlled experimental conditions to supplement our evaluation of radiation risk question. Data on 11,528 of rodents of both genders exposed to x-ray or gamma-ray radiation in facilities in US and Europe were used for this analysis; animal mortality data argue that fractionated radiation exposures have about 2 fold less risk per Gray than acute radiation exposures in the range of doses between 0.25 and 4 Gy.


Subject(s)
Radiation Exposure , Radiation Protection , Radon , Animals , Female , Humans , Male , Radiation Dosage , Radiation Exposure/adverse effects , Radiation, Ionizing , Radon/analysis , Rodentia
3.
PLoS One ; 16(3): e0231511, 2021.
Article in English | MEDLINE | ID: mdl-33657093

ABSTRACT

The Department of Energy conduced ten large-scale neutron irradiation experiments at Argonne National Laboratory between 1972 and 1989. Using a new approach to utilize experimental controls to determine whether a cross comparison between experiments was appropriate, we amalgamated data on neutron exposures to discover that fractionation significantly improved overall survival. A more detailed investigation showed that fractionation only had a significant impact on the death hazard for animals that died from solid tumors, but did not significantly impact any other causes of death. Additionally, we compared the effects of sex, age first irradiated, and radiation fractionation on neutron irradiated mice versus cobalt 60 gamma irradiated mice and found that solid tumors were the most common cause of death in neutron irradiated mice, while lymphomas were the dominant cause of death in gamma irradiated mice. Most animals in this study were irradiated before 150 days of age but a subset of mice was first exposed to gamma or neutron irradiation over 500 days of age. Advanced age played a significant role in decreasing the death hazard for neutron irradiated mice, but not for gamma irradiated mice. Mice that were 500 days old before their first exposures to neutrons began dying later than both sham irradiated or gamma irradiated mice.


Subject(s)
Cobalt Radioisotopes/adverse effects , Gamma Rays/adverse effects , Neoplasms, Radiation-Induced/etiology , Neutrons/adverse effects , Animals , Dose Fractionation, Radiation , Dose-Response Relationship, Radiation , Mice
4.
PLoS One ; 15(8): e0231510, 2020.
Article in English | MEDLINE | ID: mdl-32818954

ABSTRACT

With increasing medical radiation exposures, it is important to understand how different modes of delivery of ionizing radiation as well as total doses of exposure impact health outcomes. Our lab studied the risks associated with ionizing radiation by analyzing the Northwestern University Radiation Archive for animals (NURA). NURA contains detailed data from a series of 10 individual neutron and gamma irradiation experiments conducted on over 50,000 mice. Rigorous statistical testing on control mice from all Janus experiments enabled us to select studies that could be compared to one another and uncover unexpected differences among the controls as well as experimental animals. For controls, mice sham irradiated with 300 fractions died significantly earlier than those with fewer sham fractions and were excluded from the pooled dataset. Using the integrated dataset of gamma irradiated and control mice, we found that fractionation significantly decreased the death hazard for animals dying of lymphomas, tumors, non-tumors, and unknown causes. Gender differences in frequencies of causes of death were identified irrespective of irradiation and dose fractionation, with female mice being at a greater risk for all causes of death, except for lung tumors. Irradiated and control male mice were at a significantly greater risk for lung tumors, the opposite from observations noted in humans. Additionally, we discovered that lymphoma deaths can occur quickly after exposures to high doses of gamma rays. This study systematically cross-compared outcomes of different modes of fractionation evaluated across different Janus experiments and across a wide span of total doses. It demonstrates that protraction modulated survival and disease status differently based on the total dose, cause of death, and sex of an animal. This novel method for analyzing the Janus datasets will lead to insightful new mechanistic hypotheses and research in the fields of radiation biology and protection.


Subject(s)
Dose-Response Relationship, Radiation , Neoplasms/etiology , Radiation Exposure/adverse effects , Animals , Databases, Factual , Disease Models, Animal , Dose Fractionation, Radiation , Female , Gamma Rays , Incidence , Male , Mice , Morbidity , Neutrons , Radiation Exposure/statistics & numerical data , Radiation, Ionizing , Relative Biological Effectiveness
5.
Sci Rep ; 9(1): 16965, 2019 11 18.
Article in English | MEDLINE | ID: mdl-31740720

ABSTRACT

Human papillomavirus (HPV)-positive head and neck squamous cell carcinoma (HNSCC) is biologically distinct from HPV-negative HNSCC. Outside of HPV-status, few tumor-intrinsic variables have been identified that correlate to improved survival. As part of exploratory analysis into the trace elemental composition of oropharyngeal squamous cell carcinoma (OPSCC), we performed elemental quanitification by X-ray fluorescence microscopy (XFM) on a small cohort (n = 32) of patients with HPV-positive and -negative OPSCC and identified in HPV-positive cases increased zinc (Zn) concentrations in tumor tissue relative to normal tissue. Subsequent immunohistochemistry of six Zn-binding proteins-zinc-α2-glycoprotein (AZGP1), Lipocalin-1, Albumin, S100A7, S100A8 and S100A9-revealed that only AZGP1 expression significantly correlated to HPV-status (p < 0.001) and was also increased in tumor relative to normal tissue from HPV-positive OPSCC tumor samples. AZGP1 protein expression in our cohort significantly correlated to a prolonged recurrence-free survival (p = 0.029), similar to HNSCC cases from the TCGA (n = 499), where highest AZGP1 mRNA levels correlated to improved overall survival (p = 0.023). By showing for the first time that HPV-positive OPSCC patients have increased intratumoral Zn levels and AZGP1 expression, we identify possible positive prognostic biomarkers in HNSCC as well as possible mechanisms of increased sensitivity to chemoradiation in HPV-positive OPSCC.


Subject(s)
Oropharyngeal Neoplasms/virology , Papillomavirus Infections/metabolism , Seminal Plasma Proteins/metabolism , Squamous Cell Carcinoma of Head and Neck/virology , Zinc/metabolism , Calgranulin A/metabolism , Calgranulin B/metabolism , Female , Humans , Lipocalin 1/metabolism , Male , Middle Aged , Oropharyngeal Neoplasms/metabolism , Oropharyngeal Neoplasms/mortality , S100 Calcium Binding Protein A7/metabolism , Seminal Plasma Proteins/genetics , Spectrometry, X-Ray Emission , Squamous Cell Carcinoma of Head and Neck/metabolism , Squamous Cell Carcinoma of Head and Neck/mortality , Zn-Alpha-2-Glycoprotein
6.
Int J Radiat Biol ; 95(10): 1378-1389, 2019 10.
Article in English | MEDLINE | ID: mdl-30676164

ABSTRACT

Studies of ionizing radiation effects through the archiving of data began with standardizing medical treatments in the early 1900s shortly after the discovery of X-rays. Once the breadth of the delayed effects of ionizing radiation was recognized, the need for long-term follow up became apparent. There are now many human archives of data from nuclear disasters and accidents, occupational exposures, and medical procedures. Planned animal irradiation experiments began around the time of the Cold War and included a variety of doses, fractions, dose rates, and types of ionizing radiation. The goal of most of these studies was to supplement information coming from human data through carefully planned experimental conditions and immediate and uninterrupted data collection. This review aims to highlight major archives and databases that have shaped the field of radiation biology and provide a broad range of the types of datasets currently available. By preserving all of these data and tissue sets, radiation biologists can combine databases and conduct large-scale analyses of detailed existing data and perform new assays with cutting edge scientific approaches.


Subject(s)
Databases, Factual , Radiation Injuries/epidemiology , Radiation Injuries/history , Radiation, Ionizing , Radiobiology , Air Pollutants, Radioactive , Animals , Chernobyl Nuclear Accident , Germany , History, 20th Century , History, 21st Century , Humans , Mice , Nuclear Power Plants , Nuclear Warfare , Occupational Exposure , Occupational Injuries , Radiation Injuries/therapy , Soil Pollutants, Radioactive , Thorium Dioxide/adverse effects , United States
7.
Nat Immunol ; 14(5): 461-9, 2013 May.
Article in English | MEDLINE | ID: mdl-23525087

ABSTRACT

Inflammation is essential for host defense but can cause tissue damage and organ failure if unchecked. How the inflammation is resolved remains elusive. Here we report that the transcription factor Miz1 was required for terminating lipopolysaccharide (LPS)-induced inflammation. Genetic disruption of the Miz1 POZ domain, which is essential for the transactivation or repression activity of Miz1, resulted in hyperinflammation, lung injury and greater mortality in LPS-treated mice but a lower bacterial load and mortality in mice with Pseudomonas aeruginosa pneumonia. Loss of the Miz1 POZ domain prolonged the expression of proinflammatory cytokines. After stimulation, Miz1 was phosphorylated at Ser178, which was required for recruitment of the histone deacetylase HDAC1 to repress transcription of the gene encoding C/EBP-δ, an amplifier of inflammation. Our data provide a long-sought mechanism underlying the resolution of LPS-induced inflammation.


Subject(s)
Acute Lung Injury/immunology , CCAAT-Enhancer-Binding Protein-delta/metabolism , Nuclear Proteins/metabolism , Protein Inhibitors of Activated STAT/metabolism , Pseudomonas Infections/immunology , Pseudomonas aeruginosa/immunology , Acute Lung Injury/genetics , Animals , Cytokines/metabolism , Enzyme Repression/genetics , Histone Deacetylase 1/metabolism , Immune Tolerance , Inflammation/genetics , Inflammation Mediators/metabolism , Lipopolysaccharides/immunology , Mice , Mice, Inbred C57BL , Mice, Mutant Strains , Mutagenesis, Site-Directed , Neoplasm Proteins/genetics , Nuclear Proteins/genetics , Phosphorylation , Protein Inhibitors of Activated STAT/genetics , Pseudomonas Infections/genetics , Repressor Proteins/genetics , Transcriptional Activation/genetics , Ubiquitin-Protein Ligases
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