Task Progress:
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In Project 1, we performed next generation sequencing (NGS) to measure the levels of circulating miRNA in plasma of C3H mice that developed radiation-induced hepatocellular carcinoma (HCC) or spontaneous HCC. We have also sequenced non-tumor-bearing C3H mice as control. Our analysis indicated that a substantial number of miRNAs exhibited differences in plasma levels between tumor-bearing and non-tumor bearing groups. We compared the mouse data with 12 human HCC circulating miRNA markers published in Nature Scientific Reports, 2019 [Jin, Y., Wong, Y.S., Goh, B.K.P. et al. Circulating microRNAs as Potential Diagnostic and Prognostic Biomarkers in Hepatocellular Carcinoma. Sci Rep 9, 10464 (2019)]. Excluding 2 miRNAs that do not present in mice, we found all of the 10 miRNAs were significantly increased in HCC-bearing mice. We have also performed NGS profiling of circulating miRNA using samples that consist of time-series of irradiated F2 (C3H x BALB/c) mice that eventually developed HCC. We finished sequencing in March and the data analysis is ongoing. We expect that analysis from F2 data will validate the results of the C3H cohort and will determine whether we can identify early diagnostic markers of HCC in precancerous stage.
In Project 2, we performed comparative analysis of gene expression profiles between mouse and human HCC. The human HCC gene expression profile was obtained from The Cancer Genome Atlas (TCGA) published data in Cell. 2017 Jun 15; 169(7):1327–1341.e23. Our analysis identified subgroups of human HCC patients that resembled gene expression of high-LET radiation-induced HCC or low-LET radiation-induced / spontaneous HCC in mouse model. The high-LET HCC group showed better survival in Kaplan-Meier analysis and were enriched with more tumor-infiltrating immune cells that function as tumor suppressors when compared with other types of HCC.
We also developed and validated the C3H Afp-mCherry mouse model for HCC. This model consists of the C3H susceptible strain with the addition of an mCherry fluorescent reporter driven by the alpha fetoprotein (Afp) promoter. The reporter is designed to fluorescently label cancer cells for simple and unambiguous identification of liver tumors and metastasis. Using this mouse model, we have identified biomarkers for early detection of liver disease, many of which are also established biomarkers used for diagnosis of human liver disease (e.g., AFP and ALT). Cholesterol and albumin serum biomarkers were elevated in an HCC specific manner, a finding in humans that indicates a steatohepatitic HCC subtype. Interestingly, the vast majority of HCCs observed in the C3H Afp-mCherry congenic mice are of the steatohepatitic subtype. HCC prognosis is rather poor due to late diagnosis and poor sensitivity of current testing methods. We have shown that elevated plasma AFP is capable of identifying mice that will eventually develop HCC, at least 6 months in advance of when tumors are typically detectible in C3H mice. In combination with other biomarkers being identified in this NSCOR, there is the potential to develop a panel of biomarkers for a minimally invasive blood test to identify early stage liver disease in mice that could potentially be translatable for use in humans. Lung lesions arising in our irradiated mice are currently being examined to determine if they are metastasized from the liver. Results of these analyses will help us answer the question of whether there is an increased HCC malignancy from HZE Ions.
In Project 3, we calculated survival data for C3H male and BALB/c female mice irradiated with 252Cf neutrons at low dose rate (1mGy/day). Histopathology review on these groups is in progress.
In Project 4, BALB/c and C3H female and male mice and their F2 hybrid progeny were irradiated with 28Si ions (350 MeV/n, 0.2 Gy) and tested for behavioral and cognitive performance 1, 6, and 12 months following irradiation. The plasma of the mice was collected for analysis of miRNA levels. Select, pertinent brain regions were dissected for lipidomics analyses and analyses of levels of select biomarkers shown to be sensitive to effects of space radiation in previous studies. We analyzed the relationships between behavioral and cognitive measures, plasma miRNAs, lipid in pertinent brain regions, and biomarkers in brain sensitive to effects of radiation in previous studies. A manuscript with these data is currently being finalized.
The miRNA expression patterns developed in Project 1 have been applied to the endpoints for cognitive function being developed in Project 4. There are numerous miRNA, already identified as associated with a number of psychologic disturbances, fear for example, whose expression is altered in mice responding to different cognitive stimuli. These data are being analyzed now.
Raw lipid data sets collected on the brain samples provided by Dr. Raber have been recompiled with a s/n of 5:1. These files were sent to Dr. Raber’s group on 3/5/2020 and his computational mathematician (Jessica Minnier) is analyzing the data now. When complete we will correlate to the lipid i.d.s and determine biological significance correlated to the behavioral data.
Two Addenda were in progress during the period covered by this report: a study of low dose aspirin as a radiation countermeasure and a comparison of the effects of acute exposure and fractionated exposure to GCRsim. We saw no difference in either survival or tumor-free survival for mice on a low dose aspirin regimen during and following acute 28Si ion exposure. A similar study of aspirin efficacy against low dose rate neutron exposure is in progress.
Major Milestones (April 2019 – March 2020)
- A new mouse model for HCC has been developed and validated for studying HCC. 264 F1 and 264 C3H Afp-mCherry congenic male and female mice have been irradiated and blood samples collected at 3 to 6 month intervals and liver and lung tissues at terminal collections (21 to 24 months post irradiation).
- We have shown that the new mouse model containing the mCherry reporter for labeling cancer cells allows for unambiguous identification of liver tumors and metastases.
- Plasma and tumor biomarkers have been identified that detect liver disease can predict the development of HCC before any visible sign of a tumor using simple blood tests.
- Low dose rate (1 mGy/day) neutron irradiation leads to dose dependent life shortening in female mice.
- A low dose aspirin regimen dose not improve overall survival or tumor-free survival following acute 28Si ion exposure.
- Plasma miRNAs that distinguish between tumor-bearing and non-tumor mice have been identified.
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Abstracts for Journals and Proceedings
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Weil MM, Ullrich RL, Ding L, Emmett MR, Yu Y, Bacher JS, Halberg R Raber, J, Ray FA, Thamm D, Borak TB, Story MC. "Carcinogenesis NSCOR: Overview." Oral Presentation at: 2020 NASA Human Research Program Investigators’ Workshop, Galveston, TX, January 27-30, 2020. Meeting program. 2020 NASA Human Research Program Investigators’ Workshop, Galveston, TX, January 27-30, 2020. , Jan-2020
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Abstracts for Journals and Proceedings
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Borak TB, Weil MM. "Chronic Neutron Radiation Exposure." Oral presentation at the 35th Annual Meeting of the American Society for Gravitational and Space Research, Denver, CO, November 20-23, 2019. Meeting program. 35th Annual Meeting of the American Society for Gravitational and Space Research, Denver, CO, November 20-23, 2019. , Nov-2019
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Abstracts for Journals and Proceedings
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Udho E. "Carcinogenesis NSCOR: Biomarkers of Radiation Damage and Liver Disease in a New Mouse Model." Oral presentation at the 2020 NASA Human Research Program Investigators’ Workshop, Galveston, TX, January 27-30, 2020. Meeting program. 2020 NASA Human Research Program Investigators’ Workshop, Galveston, TX, January 27-30, 2020. , Jan-2020
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Abstracts for Journals and Proceedings
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Raber J, Perez R, Fallgren C, Emmett M, Bartnette B, Ullrich R, Ding L, Bacher J, Udo E, Hallberg R, Ray A, Borak T, Story M, Weil M. "Carcinogenesis NSCOR: Neurobehavioral Characterization, Biomarkers and Countermeasures." Oral presentation at the 2020 NASA Human Research Program Investigators’ Workshop, Galveston, TX, January 27-30, 2020. Meeting program. 2020 NASA Human Research Program Investigators’ Workshop, Galveston, TX, January 27-30, 2020. , Jan-2020
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Abstracts for Journals and Proceedings
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Raber J, Perez R, Glaeser B, Rockwell K, Sterett J, Nawarong N, Lenarczyk M, Olsen CM, Baker J. "Effects of mixed beam irradiation in the presence and absence of hindlimb unloading on behavioral and cognitive performance in WAG rats." Oral presentation at the 2020 NASA Human Research Program Investigators’ Workshop, Galveston, TX, January 27-30, 2020. Meeting program. 2020 NASA Human Research Program Investigators’ Workshop, Galveston, TX, January 27-30, 2020. , Jan-2020
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Abstracts for Journals and Proceedings
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Emmett M, Yu Y, Barnette B, Watson Z, Ullrich R, Weil M. "Lipid profiling of liver and serum from C3H and BALB/C mice irradiated with 28Si." Poster presented at the 2020 NASA Human Research Program Investigators’ Workshop, Galveston, TX, January 27-30, 2020. Meeting program. 2020 NASA Human Research Program Investigators’ Workshop, Galveston, TX, January 27-30, 2020. , Jan-2020
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Abstracts for Journals and Proceedings
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Weber Boutros S, Perez RE, Lee JS, Raber J. "Amifostine as a potential countermeasure against cognitive injury induced by space radiation. " Poster presented at the 2020 NASA Human Research Program Investigators’ Workshop, Galveston, TX, January 27-30, 2020. Meeting program. 2020 NASA Human Research Program Investigators’ Workshop, Galveston, TX, January 27-30, 2020. , Jan-2020
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Abstracts for Journals and Proceedings
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Weil MM, Borak TB, Emmett MR, Bacher JW, Raber J, Yu Y, Halberg R, Ding L, Story MD. "An overview of the NASA Specialized Center of Research on Carcinogenesis." Poster presented at the 65th Annual Meeting of the Radiation Research Society, San Diego, CA, November 3-6, 2019. Meeting program. 65th Annual Meeting of the Radiation Research Society, San Diego, CA, November 3-6, 2019. , Nov-2019
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Articles in Peer-reviewed Journals
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Perez RE, Younger S, Bertheau E, Fallgren CM, Weil MM, Raber J. "Effects of chronic exposure to a mixed field of neutrons and photons on behavioral and cognitive performance in mice." Behav Brain Res. 2020 Feb 3;379:112377. Epub 2019 Nov 22. https://doi.org/10.1016/j.bbr.2019.112377 ; PMID: 31765722 , Feb-2020
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Articles in Peer-reviewed Journals
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Borak TB, Heilbronn LH, Krumland N, Weil MM. "Design and dosimetry of a facility to study health effects following exposures to fission neutrons at low dose rates for long durations." Int J Radiat Biol. 2019 Nov 14:1-14. Published online: 14 Nov 2019. https://doi.org/10.1080/09553002.2019.1688884 ; PMID: 31687872 , Nov-2019
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Articles in Peer-reviewed Journals
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Raber J, Arzy S, Bertolus JB, Depue B, Haas HE, Hofmann SG, Kangas M, Kensinger E, Lowry CA, Marusak HA, Minnier J, Mouly AM, Mühlberger A, Norrholm SD, Peltonen K, Pinna G, Rabinak C, Shiban Y, Soreq H, van der Kooij MA, Lowe L, Weingast LT, Yamashita P, Boutros SW. "Current understanding of fear learning and memory in humans and animal models and the value of a linguistic approach for analyzing fear learning and memory in humans." Neurosci Biobehav Rev. 2019 Oct;105:136-77. Epub 2019 Apr 7. https://doi.org/10.1016/j.neubiorev.2019.03.015 ; PMID: 30970272 , Oct-2019
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Articles in Peer-reviewed Journals
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Stefanova E, Dubljevic O, Herbert C, Fairfield B, Schroeter ML, Stern ER, Urben S, Derntl B, Wiebking C, Brown C, Drach-Zahavy A, Kathrin Loeffler LA, Albrecht F, Palumbo R, Boutros SW, Raber J, Lowe L. "Anticipatory feelings: Neural correlates and linguistic markers." Neurosci Biobehav Rev. 2020 Jun;113:308-24. https://doi.org/10.1016/j.neubiorev.2020.02.015 ; PMID: 32061891 , Jun-2020
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Articles in Peer-reviewed Journals
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Torres ERS, Hall R, Bobe G, Choi J, Impey S, Pelz C, Lindner JR, Stevens JF, Raber J. "Integrated metabolomics-DNA methylation analysis reveals significant long-term tissue-dependent directional alterations in aminoacyl-tRNA biosynthesis in the left ventricle of the heart and hippocampus following proton irradiation." Front Mol Biosci. 2019 Sep 10;6:77. https://doi.org/10.3389/fmolb.2019.00077 ; PMID: 31552266; PMCID: PMC6746933 , Sep-2019
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Articles in Peer-reviewed Journals
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Edmondson EF, Gatti DM, Ray FA, Garcia EL, Fallgren CM, Kamstock DA, Weil MM. "Genomic mapping in outbred mice reveals overlap in genetic susceptibility for HZE ion- and γ -ray-induced tumors." Sci Adv. 2020 Apr 15;6(16):eaax5940. https://doi.org/10.1126/sciadv.aax5940 ; PMID: 32494593; PMCID: PMC7159905 , Apr-2020
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Articles in Peer-reviewed Journals
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Acharya MM, Baulch JE, Klein PM, Baddour AAD, Apodaca LA, Kramar EA, Alikhani L, Garcia C Jr, Angulo MC, Batra RS, Fallgren CM, Borak TB, Stark CEL, Wood MA, Britten RA, Soltesz I, Limoli CL. "New concerns for neurocognitive function during deep space exposures to chronic, low dose rate, neutron radiation." eNeuro. 2019 Aug 22;6(4):ENEURO.0094-19.2019. https://doi.org/10.1523/ENEURO.0094-19.2019 ; PMID: 31383727; PMCID: PMC6709229 , Aug-2019
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Articles in Peer-reviewed Journals
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Cornforth MN, Anur P, Wang N, Robinson E, Ray FA, Bedford JS, Loucas BD, Williams ES, Peto M, Spellman P, Kollipara R, Kittler R, Gray JW, Bailey SM. "Molecular cytogenetics guides massively parallel sequencing of a radiation-induced chromosome translocation in human cells." Radiat Res. 2018 Jul;190(1):88-97. https://doi.org/10.1667/RR15053.1 ; PubMed PMID: 29749794; PubMed Central PMCID: PMC6055522 , Jul-2018
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