1
|
Hirohata R, Yamamoto Y, Mimae T, Hamai Y, Ibuki Y, Takahashi RU, Okada M, Tahara H. Prediction of Pathologic Complete Response in Esophageal Squamous Cell Carcinoma Using Preoperative Serum Small Ribonucleic Acid Obtained After Neoadjuvant Chemoradiotherapy. Ann Surg Oncol 2025; 32:570-580. [PMID: 39419890 DOI: 10.1245/s10434-024-16247-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Accepted: 09/10/2024] [Indexed: 10/19/2024]
Abstract
BACKGROUND The authors hypothesized that small ribonucleic acid (sRNA) obtained from blood samples after neoadjuvant therapy from patients treated with neoadjuvant chemoradiation therapy (NACRT) could serve as a novel biomarker for predicting pathologic complete response (pCR). METHODS This study included 99 patients treated with esophagectomy after NACRT between March 2010 and October 2021 whose blood samples were collected between the end of NACRT and surgery. Next-generation sequencing (NGS) was used to analyze sRNAs from the blood samples. A predictive model for pCR comprising micro-RNA isoforms (isomiR), transfer RNA (tRNA)-derived sRNAs (tsRNAs), and clinical factors was constructed using cross-validation. RESULTS Of the 99 patients, pCR was diagnosed for 30 and non-pCR for 69 of the patients. Among sRNAs, the isomiRs of let-7b and miR-93 and the tsRNA group derived from tRNA-Gly-CCC/GCC were identified as predictive factors. The clinical factors included a decrease in the maximum standardized uptake value (SUVmax) at the primary site, clinical complete response post-NACRT, preoperative biopsy, and post-NACRT carcinoembryonic antigen levels. The combined predictive model for pCR (C-PM) was established using the three sRNAs and four clinical factors. The area under the curve for the C-PM was 0.84, which was a significant factor in the multivariate analysis (odds ratio, 89.41; 95 % confidence interval 8.1-987.5; p < 0.001). CONCLUSIONS Pathologic complete response after NACRT can be predicted by a predictive model constructed from preoperative clinical factors obtained via minimally invasive procedures and sRNA identified by NGS. Preoperative pCR prediction may influence treatment decision-making after NACRT.
Collapse
Affiliation(s)
- Ryosuke Hirohata
- Department of Surgical Oncology, Hiroshima University, Hiroshima, Japan
| | - Yuki Yamamoto
- Department of Cellular and Molecular Biology, Graduate School of Biomedical and Health Science, Hiroshima University, Hiroshima, Japan
| | - Takahiro Mimae
- Department of Surgical Oncology, Hiroshima University, Hiroshima, Japan
| | - Yoichi Hamai
- Department of Surgical Oncology, Hiroshima University, Hiroshima, Japan
| | - Yuta Ibuki
- Department of Surgical Oncology, Hiroshima University, Hiroshima, Japan
| | - Ryou-U Takahashi
- Department of Cellular and Molecular Biology, Graduate School of Biomedical and Health Science, Hiroshima University, Hiroshima, Japan
| | - Morihito Okada
- Department of Surgical Oncology, Hiroshima University, Hiroshima, Japan
| | - Hidetoshi Tahara
- Department of Cellular and Molecular Biology, Graduate School of Biomedical and Health Science, Hiroshima University, Hiroshima, Japan.
| |
Collapse
|
2
|
Sasa GBK, He B, Chen C, Chen Z, Li S, Tan CS. A dual-targeted electrochemical aptasensor for neuroblastoma-related microRNAs detection. Talanta 2024; 280:126772. [PMID: 39197310 DOI: 10.1016/j.talanta.2024.126772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 07/23/2024] [Accepted: 08/24/2024] [Indexed: 09/01/2024]
Abstract
Neuroblastoma (NB) is a significant pediatric cancer associated with high mortality rates, demanding innovative and appropriate approaches for its accurate detection. This paper described the design of a dual-target electrochemical aptasensor capable of simultaneously detecting neuroblastoma-associated microRNAs (miRNA-181 and miRNA-184) with exceptional sensitivity. Screen-printed carbon electrodes (SPCEs) were utilized with gold nanorods (AuNRs), and aptamers functionalized gold nanoparticles (AuNPs) to improve sensitivity, specificity, and portable detection ability. The detection method employed in this study includes differential pulse voltammetry (DPV) and cyclic voltammetry (CV). Our aptasensor exhibited remarkable limits of detections (LODs) of 5.10 aM for miRNA-181 and 9.39 aM for miRNA-184, respectively, along with a broad linear range spanning from 0.1 fM to 100 pM for both miRNAs. The practical significance of neuroblastoma diagnosis was shown through the validation of serum samples and comparison with quantitative polymerase chain reaction (qPCR). Our electrochemical aptasensor is user-friendly, easy to engineer, and offers a promising approach for accurately and selectively detecting important miRNA biomarkers in cancer screening and diagnosis, showing potential application in various clinical scenarios.
Collapse
Affiliation(s)
| | - Biaxun He
- Medical College, Tianjin University, Tianjin 300072, China
| | - Chong Chen
- Medical College, Tianjin University, Tianjin 300072, China; Department of Clinical Laboratory, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, China
| | - Zetao Chen
- Institute of Disaster and Emergency Medicine, Tianjin University, Tianjin 300072, China
| | - Shuang Li
- Medical College, Tianjin University, Tianjin 300072, China
| | - Cherie S Tan
- Medical College, Tianjin University, Tianjin 300072, China.
| |
Collapse
|
3
|
Dainiak N. Biology of Exfoliation of Plasma Membrane-Derived Vesicles and the Radiation Response: Historical Background, Applications in Biodosimetry and Cell-Free Therapeutics, and Quantal Mechanisms for Their Release and Function with Implications for Space Travel. Radiat Res 2024; 202:328-354. [PMID: 38981604 DOI: 10.1667/rade-24-00078.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Accepted: 05/09/2024] [Indexed: 07/11/2024]
Abstract
This historical review of extracellular vesicles in the setting of exposure to ionizing radiation (IR) traces our understanding of how vesicles were initially examined and reported in the literature in the late 1970s (for secreted exosomes) and early 1980s (for plasma membrane-derived, exfoliated vesicles) to where we are now and where we may be headed in the next decade. An emphasis is placed on biophysical properties of extracellular vesicles, energy consumption and the role of vesiculation as an essential component of membrane turnover. The impact of intercellular signal trafficking by vesicle surface and intra-vesicular lipids, proteins, nucleic acids and metabolites is reviewed in the context of biomarkers for estimating individual radiation dose after exposure to radiation, pathogenesis of disease and development of cell-free therapeutics. Since vesicles express both growth stimulatory and inhibitory molecules, a hypothesis is proposed to consider superposition in a shared space and entanglement of molecules by energy sources that are external to human cells. Implications of this approach for travel in deep space are briefly discussed in the context of clinical disorders that have been observed after space travel.
Collapse
Affiliation(s)
- Nicholas Dainiak
- Department of Therapeutic Radiology, Yale University School of Medicine, New Haven, Connecticut 06520
| |
Collapse
|
4
|
Gueguen J, Ancel L, Thoer G, Benadjaoud MA, Flamant S, Souidi M. [Micro-RNAs as biomarkers of radiation-induced injuries]. Med Sci (Paris) 2024; 40:634-642. [PMID: 39303115 DOI: 10.1051/medsci/2024096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/22/2024] Open
Abstract
In the event of a radiological or nuclear emergency following an accident or malicious act, potentially involving many victims, medical care requires the identification and diagnosis of individuals exposed to high doses of ionizing radiation as quickly as possible. While an initial screening can be carried out directly in the field, additional biological in-lab analyses are required to refine the diagnosis and optimize the therapeutic management of victims. The fast and simultaneous management of many patients is limited by currently established techniques. To overcome these constraints, the use of new biomarkers to predict the risk and severity of radiation-induced injuries is under investigation. This synthesis summarizes the latest scientific advances demonstrating the potential of microRNAs as biomarkers of radiationinduced injuries, highlighting their relevance for human health care and radioprotection.
Collapse
Affiliation(s)
- Jules Gueguen
- Institut de Radioprotection et de Sûreté Nucléaire - IRSN, PSE-SANTE/SERAMED, Fontenay-aux-Roses, France
| | - Lucie Ancel
- Institut de Radioprotection et de Sûreté Nucléaire - IRSN, PSE-SANTE/SERAMED, Fontenay-aux-Roses, France
| | - Guillaume Thoer
- Institut de Radioprotection et de Sûreté Nucléaire - IRSN, PSE-SANTE/SERAMED, Fontenay-aux-Roses, France
| | - Mohamed Amine Benadjaoud
- Institut de Radioprotection et de Sûreté Nucléaire - IRSN, PSE-SANTE/SERAMED, Fontenay-aux-Roses, France
| | - Stéphane Flamant
- Institut de Radioprotection et de Sûreté Nucléaire - IRSN, PSE-SANTE/SERAMED, Fontenay-aux-Roses, France
| | - Maâmar Souidi
- Institut de Radioprotection et de Sûreté Nucléaire - IRSN, PSE-SANTE/SERAMED, Fontenay-aux-Roses, France
| |
Collapse
|
5
|
Holmes-Hampton GP, Soni DK, Kumar VP, Biswas S, Wuddie K, Biswas R, Ghosh SP. Time- and sex-dependent delayed effects of acute radiation exposure manifest via miRNA dysregulation. iScience 2024; 27:108867. [PMID: 38318389 PMCID: PMC10838729 DOI: 10.1016/j.isci.2024.108867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 09/28/2023] [Accepted: 01/08/2024] [Indexed: 02/07/2024] Open
Abstract
The detrimental effects of high-dose ionizing radiation on human health are well-known, but the influence of sex differences on the delayed effects of acute radiation exposure (DEARE) remains unclear. Here, we conducted six-month animal experiments using escalating radiation doses (7-9 Gy) on male and female C57BL/6 mice. The results show that female mice exhibited greater resistance to radiation, showing increased survival at six months post-total body irradiation. LD50/30 (lethal dose expected to cause 50% lethality in 30 days) for female mice is 8.08 Gy, while for male mice it is 7.76 Gy. DEARE causes time- and sex-dependent dysregulation of microRNA expression, processing enzymes, and the HOTAIR regulatory pathway. Differential regulation of molecular patterns associated with growth, development, apoptosis, and cancer is also observed in male and female mice. These findings shed light on the molecular basis of age and sex differences in DEARE response and emphasize the importance of personalized medicine for mitigating radiation-induced injuries and diseases.
Collapse
Affiliation(s)
- Gregory P. Holmes-Hampton
- Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, MD 20889, USA
| | - Dharmendra Kumar Soni
- Department of Anatomy, Physiology and Genetics, School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD 21045, USA
| | - Vidya P. Kumar
- Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, MD 20889, USA
| | - Shukla Biswas
- Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, MD 20889, USA
| | - Kefale Wuddie
- Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, MD 20889, USA
| | - Roopa Biswas
- Department of Anatomy, Physiology and Genetics, School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD 21045, USA
| | - Sanchita P. Ghosh
- Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, MD 20889, USA
| |
Collapse
|
6
|
Ancel L, Gabillot O, Szurewsky C, Granger R, Sache A, Voyer F, Gruel G, Illiano S, Benderitter M, Le Guen B, Souidi M, Benadjaoud MA, Flamant S. microRNA blood signature for localized radiation injury. Sci Rep 2024; 14:2681. [PMID: 38302506 PMCID: PMC10834964 DOI: 10.1038/s41598-024-52258-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 01/16/2024] [Indexed: 02/03/2024] Open
Abstract
A radiological accident, whether from industrial, medical, or malicious origin, may result in localized exposure to high doses of ionizing radiations, leading to the development of local radiation injury (LRI), that may evolve toward deep ulceration and necrosis of the skin and underlying tissues. Early diagnosis is therefore crucial to facilitate identification and management of LRI victims. Circulating microRNAs (miRNA) have been studied as potential diagnostic biomarkers of several diseases including hematological defects following whole-body irradiation (WBI). This study aims to identify a blood miRNA signature associated with LRI in a preclinical C57BL/6J mouse model of hindlimb irradiation using different 10-MV X-ray doses that lead to injuries of different severities. To this end, we first performed broad-spectrum plasma miRNA profiling, followed by a targeted validation step, on two independent animal cohorts. Using a multivariate sparse partial least square discriminant analysis, we identified a panel of eight circulating miRNAs able to segregate mice according to LRI severity. Interestingly, these miRNAs were previously associated with WBI (miR-150-5p, miR-342-3p, miR-146a-5p), inflammation (miR-18a-5p, miR-148b-3p, miR-532-5p) and skin diseases (miR-139-5p, miR-195-5p). Our results suggest the use of circulating miRNAs as suitable molecular biomarkers for LRI prognosis and diagnosis.
Collapse
Affiliation(s)
- Lucie Ancel
- Radiobiology and Regenerative Medicine Research Service, Radiobiology of Accidental Exposure Laboratory, IRSN PSE-SANTE/SERAMED/LRAcc, 31 av de la Division Leclerc, 92260, Fontenay-aux-Roses, France
| | - Olivier Gabillot
- Radiobiology and Regenerative Medicine Research Service, Radiobiology of Accidental Exposure Laboratory, IRSN PSE-SANTE/SERAMED/LRAcc, 31 av de la Division Leclerc, 92260, Fontenay-aux-Roses, France
| | - Chloé Szurewsky
- Radiobiology and Regenerative Medicine Research Service, Radiobiology of Accidental Exposure Laboratory, IRSN PSE-SANTE/SERAMED/LRAcc, 31 av de la Division Leclerc, 92260, Fontenay-aux-Roses, France
| | - Romain Granger
- Ionizing Radiations Biological and Sanitary Effects Research Service, Support Group for Research and Animal Ethic, IRSN PSE-SANTE, Fontenay-aux-Roses, France
| | - Amandine Sache
- Ionizing Radiations Biological and Sanitary Effects Research Service, Support Group for Research and Animal Ethic, IRSN PSE-SANTE, Fontenay-aux-Roses, France
| | - Frédéric Voyer
- Ionizing Radiations Biological and Sanitary Effects Research Service, Support Group for Research and Animal Ethic, IRSN PSE-SANTE, Fontenay-aux-Roses, France
| | - Gaëtan Gruel
- Radiobiology and Regenerative Medicine Research Service, Radiobiology of Accidental Exposure Laboratory, IRSN PSE-SANTE/SERAMED/LRAcc, 31 av de la Division Leclerc, 92260, Fontenay-aux-Roses, France
| | - Stéphane Illiano
- Radiobiology and Regenerative Medicine Research Service, IRSN PSE-SANTE, Fontenay-aux-Roses, France
| | - Marc Benderitter
- Radiobiology and Regenerative Medicine Research Service, IRSN PSE-SANTE, Fontenay-aux-Roses, France
| | | | - Maâmar Souidi
- Radiobiology and Regenerative Medicine Research Service, Radiobiology of Accidental Exposure Laboratory, IRSN PSE-SANTE/SERAMED/LRAcc, 31 av de la Division Leclerc, 92260, Fontenay-aux-Roses, France
| | - Mohamed Amine Benadjaoud
- Radiobiology and Regenerative Medicine Research Service, IRSN PSE-SANTE, Fontenay-aux-Roses, France
| | - Stéphane Flamant
- Radiobiology and Regenerative Medicine Research Service, Radiobiology of Accidental Exposure Laboratory, IRSN PSE-SANTE/SERAMED/LRAcc, 31 av de la Division Leclerc, 92260, Fontenay-aux-Roses, France.
| |
Collapse
|
7
|
Wei W, Bai H, Zhang T, Cai S, Zhou Y, Liu M, Zhang Y, Chen Y, Hua J, He J, Ding N, Miao G, Wang J. Regulation of Circulating miR-342-3p Alleviates the Radiation-Induced Immune System Injury. Radiat Res 2023; 200:556-568. [PMID: 37874034 DOI: 10.1667/rade-23-00125.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 10/12/2023] [Indexed: 10/25/2023]
Abstract
Ionizing radiation in space, radiation devices or nuclear disasters are major threats to human health and public security. Expanding countermeasures for dealing with accidental or occupational radiation exposure is crucial for the protection of radiation injuries. Circulating microRNAs (miRNAs) have emerged as promising radiation biomarkers in recent years. However, the origin, distribution and functions of radiosensitive circulating miRNAs remain unclear, which obstructs their clinical applications in the future. In this study, we found that mmu-miR-342-3p (miR-342) in mouse serum presents a stable and significant decrease after X-ray total-body irradiation (TBI). Focusing on this miRNA, we investigated the influences of circulating miR-342 on the radiation-induced injury. Through tail vein injection of Cy5-labeled synthetic miR-342, we found the exogenous miR-342-Cy5 was mainly enriched in metabolic and immune organs. Besides, the bioinformatic analysis predicted that miR-342 might involve in immune-related processes or pathways. Further, mice were tail vein injected with synthetic miR-342 mimetics (Ago-miR-342) after irradiation to upregulate the level of miR-342 in circulating blood. The results showed that the upregulation of circulating miR-342 alleviated the radiation-induced depletion of CD3+CD4+ T lymphocytes and influenced the levels of IL-2 and IL-6 in irradiated mice. Moreover, the injection of Ago-miR-342 improved the survival rates of mice with acute radiation injury. Our findings demonstrate that upregulation of circulating miR-342 alleviates the radiation-induced immune system injury, which provides us new insights into the functions of circulating miRNAs and the prospect as the targets for mitigation of radiation injuries.
Collapse
Affiliation(s)
- Wenjun Wei
- Biomedical Research Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Hao Bai
- Biomedical Research Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
- Laboratory of Radiation Medicine, West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu 610041, China
| | - Tianyi Zhang
- Biomedical Research Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Shufan Cai
- Biomedical Research Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
- School of Nuclear Science and Technology, Lanzhou University, Lanzhou 730000, China
| | - Yumeng Zhou
- School of Life Science and Engineering, Lanzhou University of Technology, Lanzhou 730050, China
| | - Min Liu
- Biomedical Research Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Yanan Zhang
- Biomedical Research Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Yaxiong Chen
- Biomedical Research Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Junrui Hua
- Biomedical Research Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Jinpeng He
- Biomedical Research Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Nan Ding
- Biomedical Research Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
| | - GuoYing Miao
- Department of Radiation Oncology, Gansu Provincial Central Hospital, Lanzhou 730000, China
| | - Jufang Wang
- Biomedical Research Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
| |
Collapse
|
8
|
Nowicka Z, Tomasik B, Kozono D, Stawiski K, Johnson T, Haas-Kogan D, Ussowicz M, Chowdhury D, Fendler W. Serum miRNA-based signature indicates radiation exposure and dose in humans: A multicenter diagnostic biomarker study. Radiother Oncol 2023; 185:109731. [PMID: 37301262 DOI: 10.1016/j.radonc.2023.109731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 05/19/2023] [Accepted: 05/30/2023] [Indexed: 06/12/2023]
Abstract
PURPOSE Mouse and non-human primate models showed that serum miRNAs may be used to predict the biological impact of radiation doses. We hypothesized that these results can be translated to humans treated with total body irradiation (TBI), and that miRNAs may be used as clinically feasible biodosimeters. METHODS To test this hypothesis, serial serum samples were obtained from 25 patients (pediatric and adults) who underwent allogeneic stem-cell transplantation and profiled for miRNA expression using next-generation sequencing. miRNAs with diagnostic potential were quantified with qPCR and used to build logistic regression models with lasso penalty to reduce overfitting, identifying samples drawn from patients who underwent total body irradiation to a potentially lethal dose. RESULTS Differential expression results were consistent with previous studies in mice and non-human primates. miRNAs with detectable expression in this and two prior animal sets allowed for distinction of the irradiated from non-irradiated samples in mice, macaques and humans, validating the miRNAs as radiation-responsive through evolutionarily conserved transcriptional regulation mechanisms. Finally, we created a model based on the expression of miR-150-5p, miR-30b-5p and miR-320c normalized to two references and adjusted for patient age with an AUC of 0.9 (95%CI:0.83-0.97) for identifying samples drawn after irradiation; a separate model differentiating between high and low radiation dose achieved AUC of 0.85 (95%CI: 0.74-0.96). CONCLUSIONS We conclude that serum miRNAs reflect radiation exposure and dose for humans undergoing TBI and may be used as functional biodosimeters for precise identification of people exposed to clinically significant radiation doses.
Collapse
Affiliation(s)
- Zuzanna Nowicka
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Poland
| | - Bartłomiej Tomasik
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Poland; Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Radiotherapy Department, Maria Skłodowska-Curie National Research Institute of Oncology, Gliwice Branch, Gliwice, Poland
| | - David Kozono
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Brigham and Women's Hospital/Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Konrad Stawiski
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Poland
| | - Thomas Johnson
- Brigham and Women's Hospital/Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Daphne Haas-Kogan
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Marek Ussowicz
- Department of Pediatric Hematology, Oncology and Bone Marrow Transplantation, Wroclaw Medical University, Poland
| | - Dipanjan Chowdhury
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
| | - Wojciech Fendler
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Poland; Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
| |
Collapse
|
9
|
Potential Role of Circulating miRNAs for Breast Cancer Management in the Neoadjuvant Setting: A Road to Pave. Cancers (Basel) 2023; 15:cancers15051410. [PMID: 36900200 PMCID: PMC10000233 DOI: 10.3390/cancers15051410] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 02/20/2023] [Accepted: 02/21/2023] [Indexed: 02/25/2023] Open
Abstract
Recently, circulating microRNAs (miRNAs) have emerged as potential non-invasive biomarkers for breast cancer (BC) management. In the context of BC patients undergoing neoadjuvant chemotherapy (NAC), the possibility of obtaining repeated, non-invasive biological samples from patients before, during, and after treatment is incredibly convenient and provides the opportunity to investigate circulating miRNAs as diagnostic, predictive, and prognostic tools. The present review aims to summarize major findings in this setting, thus highlighting their potential applicability in daily clinical practice and their possible limitations. In all the contexts (diagnostic, predictive, and prognostic), circulating miR-21-5p and miR-34a-5p have emerged as the most promising non-invasive biomarkers for BC patients undergoing NAC. Specifically, their high baseline level could discriminate between BC patients and healthy controls. On the other hand, in predictive and prognostic investigations, low circulating miR-21-5p and miR-34a-5p levels may identify patients with better outcomes, in terms of both treatment response and invasive disease-free survival. However, the findings in this field have been very heterogeneous. Indeed, pre-analytical and analytical variables, as well as factors related to patients, may explain the inconsistency among different study results. Thus, further clinical trials, with more precise patient inclusion criteria and more standardized methodological approaches, are definitely needed to better define the potential role of these promising non-invasive biomarkers.
Collapse
|
10
|
Zhelankin AV, Iulmetova LN, Sharova EI. The Impact of the Anticoagulant Type in Blood Collection Tubes on Circulating Extracellular Plasma MicroRNA Profiles Revealed by Small RNA Sequencing. Int J Mol Sci 2022; 23:ijms231810340. [PMID: 36142259 PMCID: PMC9499385 DOI: 10.3390/ijms231810340] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 08/29/2022] [Accepted: 09/02/2022] [Indexed: 11/16/2022] Open
Abstract
Pre-analytical factors have a significant influence on circulating microRNA (miRNA) profiling. The aim of this study was a comprehensive assessment of the impact of the anticoagulant type in blood collection tubes on circulating plasma miRNA profiles using small RNA sequencing. Blood from ten healthy participants (five males and five females from 25 to 40 years old) was taken in collection tubes with four different anticoagulants: acid citrate dextrose (ACD-B), sodium citrate, citrate-theophylline-adenosine-dipyridamole (CTAD) and dipotassium-ethylenediaminetetraacetic acid (K2 EDTA). Platelet-free plasma samples were obtained by double centrifugation. EDTA plasma samples had elevated levels of hemolysis compared to samples obtained using other anticoagulants. Small RNA was extracted from plasma samples and small RNA sequencing was performed on the Illumina NextSeq 500 system. A total of 30 samples had been successfully sequenced starting from ~1 M reads mapped to miRNAs, allowing us to analyze their diversity and isoform content. The principal component analysis showed that the EDTA samples have distinct circulating plasma miRNA profiles compared to samples obtained using other anticoagulants. We selected 50 miRNA species that were differentially expressed between the sample groups based on the type of anticoagulant. We found that the EDTA samples had elevated levels of miRNAs which are abundant in red blood cells (RBC) and associated with hemolysis, while the levels of some platelet-specific miRNAs in these samples were lowered. The ratio between RBC-derived and platelet-derived miRNAs differed between the EDTA samples and other sample groups, which was validated by quantitative PCR. This study provides full plasma miRNA profiles of 10 healthy adults, compares them with previous studies and shows that the profile of circulating miRNAs in the EDTA plasma samples is altered primarily due to an increased level of hemolysis.
Collapse
|
11
|
Li JJ, Xu L, Wang CL, Niu JW, Zou X, Feng XQ, Lu RJ. Changes in patient peripheral blood cell microRNAs after total body irradiation during hematopoietic stem cell transplantation. ANNALS OF TRANSLATIONAL MEDICINE 2022; 10:857. [PMID: 36110996 PMCID: PMC9469155 DOI: 10.21037/atm-22-3411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 08/15/2022] [Indexed: 11/10/2022]
Abstract
Background Ionizing radiation exposure is a great threat to human health. MicroRNAs (miRNAs) have been shown to play an important role in radiation-induced biological effects. Here, we investigated plasma miRNA expression changes and differentially expressed miRNAs in radiotherapy patients exposed to cobalt-60 (60Co) gamma rays to provide an experimental basis for human plasma miRNAs as an estimation indicator for ionizing radiation injury. Methods Six patients with acute lymphoblastic leukemia (ALL) received continuous 5 gray (Gy) total body irradiation (TBI) twice. At 12 hours after irradiation, miRNA microarray was applied to screen for differentially expressed miRNAs, with some miRNAs confirmed by real-time polymerase chain reaction (RT-PCR) assay. Bioinformatic analysis was carried out to identify the relevant target genes and biological function of the differentially expressed miRNAs. Results After radiotherapy patients were exposed to 5 Gy gamma radiation, the expression of 9 plasma miRNAs was significantly upregulated, and the expression of 2 miRNAs was downregulated. After irradiation with 10 Gy gamma radiation, the blood plasma of radiotherapy patients contained 18 differentially expressed miRNAs, of which 17 were upregulated and 1 was downregulated (P<0.05). The expression of miR-4532, miR-4634, miR-4655-5p, miR-4763-3p, miR-4785, miR-6087, miR-6850-5p, and miR-6869-5p were significantly upregulated in both the 5-Gy and 10-Gy dose groups, showing a certain dose-response relationship. The RT-PCR results were consistent with the findings of high-throughput sequencing. In addition, the target genes of the differentially expressed miRNAs were mainly involved in RNA transcription and DNA damage. Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis revealed that these miRNAs participated in phosphoinositide 3-kinase/protein kinase B (PI3K/AKT), Ras, mitogen-activated protein kinase (MAPK), and other signaling pathways. Conclusions The expression of differential plasma miRNAs of radiotherapy patients was associated with irradiation injury and showed a certain dose-effect relationship. These differentially coexpressed plasma miRNAs could be used as an early indicator for estimating radiation injury.
Collapse
Affiliation(s)
- Juan-Juan Li
- Laboratory of Tissue Regeneration and Immunology and Department of Periodontics, Beijing Key Laboratory of Tooth Regeneration and Function Reconstruction, Capital Medical University School of Stomatology, Beijing, China
| | - Lei Xu
- Department of Hematopoietic Stem Cell Transplantation, Fifth Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Cheng-Long Wang
- Department of Stomatology, Fifth Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Jing-Wen Niu
- Department of Hematopoietic Stem Cell Transplantation, Fifth Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Xuan Zou
- Department of Stomatology, Fifth Medical Center, Chinese PLA General Hospital, Beijing, China
| | | | - Rong-Jian Lu
- Department of Stomatology, Fifth Medical Center, Chinese PLA General Hospital, Beijing, China
| |
Collapse
|
12
|
May JM, Shankavaram U, Bylicky MA, Chopra S, Scott K, Martello S, Thrall K, Axtelle J, Menon N, Coleman CN, Aryankalayil MJ. Serum RNA biomarkers for predicting survival in non-human primates following thoracic radiation. Sci Rep 2022; 12:12333. [PMID: 35853961 PMCID: PMC9296457 DOI: 10.1038/s41598-022-16316-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Accepted: 07/08/2022] [Indexed: 11/09/2022] Open
Abstract
In a mass radiation exposure, the healthcare system may rely on differential expression of miRNA to determine exposure and effectively allocate resources. To this end, miRNome analysis was performed on non-human primate serum after whole thorax photon beam irradiation of 9.8 or 10.7 Gy with dose rate 600 cGy/min. Serum was collected up to 270 days after irradiation and sequenced to determine immediate and delayed effects on miRNA expression. Elastic net based GLM methods were used to develop models that predicted the dose vs. controls at 81% accuracy at Day 15. A three-group model at Day 9 achieved 71% accuracy in determining if an animal would die in less than 90 days, between 90 and 269 days, or survive the length of the study. At Day 21, we achieved 100% accuracy in determining whether an animal would later develop pleural effusion. These results demonstrate the potential ability of miRNAs to determine thorax partial-body irradiation dose and forecast survival or complications early following whole thorax irradiation in large animal models. Future experiments incorporating additional doses and independent animal cohorts are warranted to validate these results. Development of a serum miRNA assay will facilitate the administration of medical countermeasures to increase survival and limit normal tissue damage following a mass exposure.
Collapse
Affiliation(s)
- Jared M May
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Uma Shankavaram
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Michelle A Bylicky
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Sunita Chopra
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Kevin Scott
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Shannon Martello
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Karla Thrall
- Altasciences Preclinical Seattle LLC, Everett, WA, USA
| | | | | | - C Norman Coleman
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA.,Radiation Research Program, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
| | - Molykutty J Aryankalayil
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA.
| |
Collapse
|
13
|
Li J, Shen Z, Chen W, Feng Z, Fang L, Zhao J, Liu C, Du J, Cheng Y. Screening of miRNAs in White Blood Cell as a Radiation Biomarkers for Rapid Assessment of Acute Radiation Injury. Dose Response 2022; 20:15593258221123679. [PMID: 36132708 PMCID: PMC9483971 DOI: 10.1177/15593258221123679] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2022] [Accepted: 08/12/2022] [Indexed: 11/21/2022] Open
Abstract
Accidental radiation exposure is a threat to human health that necessitates
effective clinical diagnosis. Suitable biomarkers are urgently needed for early
assessment of exposure dose. Existing technologies being used to assess the
extent of radiation have notable limitations. As a radiation biomarker, miRNA
has the advantages of simple detection and high throughput. In this study, we
screened for miRNAs with dose and time dependent responses in peripheral blood
leukocytes via miRNA sequencing in establishing the animal model of acute
radiation injury. Four radiation-sensitive and stably expressed miRNAs were
selected out in the 24 h group of leukocyte miRNAs: mmu-miR-130b-5p,
mmu-miR-148b-5p, mmu-miR-184-3p, mmu-miR-26a-2-3p, and five were screened in the
48 h group of leukocyte miRNAs: mmu-miR-130b-5p, mmu-miR-423-5p, mmu-miR-676-3p,
mmu-miR-150-5p, mmu-miR-342-3p.The correlation curves between their expression
and irradiation dose were plotted. Then, the results were validated by RT-qPCR
in mouse peripheral blood. As a result, mmu-miR-150-5p and mmu-miR-342-3p showed
the highest correlation at 48h after irradiation, and mmu-miR-130b-5p showed
good correlation at both 24 h and 48 h after irradiation. In a conclusion, the
miRNAs that are sensitive to ionizing radiation with dose dependent effects were
selected out, which have the potential of forming a rapid assessment scheme for
acute radiation injury.
Collapse
Affiliation(s)
- Jiaxun Li
- College of Basic Medicine, Naval Medical University, Shanghai, China
| | - Zhefan Shen
- College of Basic Medicine, Naval Medical University, Shanghai, China
| | - Wei Chen
- Naval Medical Center, Naval Medical University, Shanghai, China
| | | | - Lan Fang
- Naval Medical University, Shanghai, China
| | | | - Cong Liu
- Department of Radiation Medicine, Faculty of Naval Medicine, Naval Medical University, Shanghai, China
| | - Jicong Du
- Department of Radiation Medicine, Faculty of Naval Medicine, Naval Medical University, Shanghai, China
| | - Ying Cheng
- Department of Radiation Medicine, Faculty of Naval Medicine, Naval Medical University, Shanghai, China
| |
Collapse
|
14
|
Sohel MMH, Hoelker M, Schellander K, Tesfaye D. The extent of the abundance of exosomal and non-exosomal extracellular miRNAs in the bovine follicular fluid. Reprod Domest Anim 2022; 57:1208-1217. [PMID: 35765751 DOI: 10.1111/rda.14195] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 05/30/2022] [Accepted: 06/17/2022] [Indexed: 11/27/2022]
Abstract
Follicular fluid (FF) plays an important role during follicular development and it contains several bioactive molecules including extracellular microRNAs (ECmiRNAs) that may mediate cell-cell communication during follicular development. Yet, the distribution patterns of ECmiRNAs in FF is not well characterized. This study aims to investigate the distribution of ECmiRNAs in two major fractions, namely exosomal and non-exosomal, of bovine follicular fluid (bFF). Exosomal and non-exosomal fractions from bFF were separated using Exoquick™ exosomes precipitation kit. miRNA expression was evaluated using the human miRCURY LNA™ Universal RT miRNA PCR array system. Transmission electron microscopy and immunoblotting revealed that the isolated vesicles were exosomes. The real-time PCR-based expression analysis revealed that 516 miRNAs were detected in the exosomal fraction of bFF, while 393 miRNAs were detected in the non-exosomal fraction. Among the detected miRNAs, a total of 370 miRNAs were detected in both fractions, while 145 miRNAs and 23 miRNAs were solely detected in exosomal and non-exosomal fractions, respectively. Exploratory pathway analysis showed that the genes targeted by exosomal and non-exosomal miRNAs to be involved in MAPK, Wnt, FoxO, TGF-beta, Oxytocin, ErbB, PI3K-Akt, Neurotrophin signalling pathways which are believed to be involved in follicular development, cell proliferation, and meiotic resumption. The results of our study demonstrated that besides the exosomal fraction, non-exosomal fractions can carry a significant amount of miRNAs in bFF where the exosomal fraction carries a significantly higher number of detectable miRNAs.
Collapse
Affiliation(s)
- Md Mahmodul Hasan Sohel
- Department of Life Sciences, School of Environment and Life Sciences, Independent University, Bangladesh.,Animal Breeding and Husbandry Group, Institute of Animal Science, University of Bonn, Bonn, Germany.,Department of Genetics, Faculty of Veterinary Medicine, Erciyes University, Kayseri, Turkey
| | - Michael Hoelker
- Animal Breeding and Husbandry Group, Institute of Animal Science, University of Bonn, Bonn, Germany
| | - Karl Schellander
- Animal Breeding and Husbandry Group, Institute of Animal Science, University of Bonn, Bonn, Germany
| | - Dawit Tesfaye
- Animal Breeding and Husbandry Group, Institute of Animal Science, University of Bonn, Bonn, Germany.,Department of Biomedical Sciences, Animal Reproduction and Biotechnology Lab, Colorado State University, Fort Collins, Colorado, USA
| |
Collapse
|
15
|
Tsogbadrakh B, Jung JA, Lee M, Lee JA, Seo JH. Identifying serum miRNA biomarkers for radiation exposure in hematopoietic humanized NSG-SGM3 mice. Biochem Biophys Res Commun 2022; 599:51-56. [DOI: 10.1016/j.bbrc.2022.02.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Accepted: 02/03/2022] [Indexed: 01/18/2023]
|
16
|
Jia M, Wang Z. MicroRNAs as Biomarkers for Ionizing Radiation Injury. Front Cell Dev Biol 2022; 10:861451. [PMID: 35309926 PMCID: PMC8927810 DOI: 10.3389/fcell.2022.861451] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 02/15/2022] [Indexed: 01/04/2023] Open
Abstract
Accidental radiation exposures such as industrial accidents and nuclear catastrophes pose a threat to human health, and the potential or substantial injury caused by ionizing radiation (IR) from medical treatment that cannot be ignored. Although the mechanisms of IR-induced damage to various organs have been gradually investigated, medical treatment of irradiated individuals is still based on clinical symptoms. Hence, minimally invasive biomarkers that can predict radiation damage are urgently needed for appropriate medical management after radiation exposure. In the field of radiation biomarker, finding molecular biomarkers to assess different levels of radiation damage is an important direction. In recent years, microRNAs have been widely reported as several diseases’ biomarkers, such as cancer and cardiovascular diseases, and microRNAs are also of interest to the ionizing radiation field as radiation response molecules, thus researchers are turning attention to the potential of microRNAs as biomarkers in tumor radiation response and the radiation toxicity prediction of normal tissues. In this review, we summarize the distribution of microRNAs, the progress on research of microRNAs as markers of IR, and make a hypothesis about the origin and destination of microRNAs in vivo after IR.
Collapse
|
17
|
Wang R, Bhat-Nakshatri P, Zhong X, Zimmers T, Nakshatri H. Hormonally Regulated Myogenic miR-486 Influences Sex-specific Differences in Cancer-induced Skeletal Muscle Defects. Endocrinology 2021; 162:6321973. [PMID: 34265069 PMCID: PMC8335968 DOI: 10.1210/endocr/bqab142] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Indexed: 12/20/2022]
Abstract
Cancer-induced skeletal muscle defects show sex-specific differences in severity with men performing poorly compared to women. Hormones and sex chromosomal differences are suggested to mediate these differences, but the functional skeletal muscle markers to document these differences are unknown. We show that the myogenic microRNA miR-486 is a marker of sex-specific differences in cancer-induced skeletal muscle defects. Cancer-induced loss of circulating miR-486 was more severe in men with bladder, lung, and pancreatic cancers compared to women with the same cancer types. In a syngeneic model of pancreatic cancer, circulating and skeletal muscle loss of miR-486 was more severe in male mice compared to female mice. Estradiol (E2) and the clinically used selective estrogen receptor modulator toremifene increased miR-486 in undifferentiated and differentiated myoblast cell line C2C12 and E2-inducible expression correlated with direct binding of estrogen receptor alpha (ERα) to the regulatory region of the miR-486 gene. E2 and toremifene reduced the actions of cytokines such as myostatin, transforming growth factor β, and tumor necrosis factor α, which mediate cancer-induced skeletal muscle wasting. E2- and toremifene-treated C2C12 myoblast/myotube cells contained elevated levels of active protein kinase B (AKT) with a corresponding decrease in the levels of its negative regulator PTEN, which is a target of miR-486. We propose an ERα:E2-miR-486-AKT signaling axis, which reduces the deleterious effects of cancer-induced cytokines/chemokines on skeletal muscle mass and/or function.
Collapse
Affiliation(s)
- Ruizhong Wang
- Department of Surgery, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | | | - Xiaoling Zhong
- Department of Surgery, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Teresa Zimmers
- Department of Surgery, Indiana University School of Medicine, Indianapolis, IN 46202, USA
- Richard L Roudebush VA Medical Center, Indianapolis, IN 46202, USA
| | - Harikrishna Nakshatri
- Department of Surgery, Indiana University School of Medicine, Indianapolis, IN 46202, USA
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN 46202, USA
- Richard L Roudebush VA Medical Center, Indianapolis, IN 46202, USA
- Corresponding Author: Harikrishna Nakshatri, BVSc., PhD, C218C, 980 West Walnut St., Indianapolis, IN 46202, USA, 317 278 2238,
| |
Collapse
|
18
|
Chopra S, Moroni M, Sanjak J, MacMillan L, Hritzo B, Martello S, Bylicky M, May J, Coleman CN, Aryankalayil MJ. Whole blood gene expression within days after total-body irradiation predicts long term survival in Gottingen minipigs. Sci Rep 2021; 11:15873. [PMID: 34354115 PMCID: PMC8342483 DOI: 10.1038/s41598-021-95120-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 07/20/2021] [Indexed: 02/07/2023] Open
Abstract
Gottingen minipigs mirror the physiological radiation response observed in humans and hence make an ideal candidate model for studying radiation biodosimetry for both limited-sized and mass casualty incidents. We examined the whole blood gene expression profiles starting one day after total-body irradiation with increasing doses of gamma-rays. The minipigs were monitored for up to 45 days or time to euthanasia necessitated by radiation effects. We successfully identified dose- and time-agnostic (over a 1-7 day period after radiation), survival-predictive gene expression signatures derived using machine-learning algorithms with high sensitivity and specificity. These survival-predictive signatures fare better than an optimally performing dose-differentiating signature or blood cellular profiles. These findings suggest that prediction of survival is a much more useful parameter for making triage, resource-utilization and treatment decisions in a resource-constrained environment compared to predictions of total dose received. It should hopefully be possible to build such classifiers for humans in the future.
Collapse
Affiliation(s)
- Sunita Chopra
- National Cancer Institute (NCI), National Institutes of Health, Bethesda, MD, 20892, USA
| | - Maria Moroni
- Armed Forces Radiobiological Research Institute, Bethesda, MD, 20889, USA
| | | | | | - Bernadette Hritzo
- Armed Forces Radiobiological Research Institute, Bethesda, MD, 20889, USA
| | - Shannon Martello
- National Cancer Institute (NCI), National Institutes of Health, Bethesda, MD, 20892, USA
| | - Michelle Bylicky
- National Cancer Institute (NCI), National Institutes of Health, Bethesda, MD, 20892, USA
| | - Jared May
- National Cancer Institute (NCI), National Institutes of Health, Bethesda, MD, 20892, USA
| | - C Norman Coleman
- National Cancer Institute (NCI), National Institutes of Health, Bethesda, MD, 20892, USA.
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute (NCI), Bethesda, MD, 20892, USA.
| | - Molykutty J Aryankalayil
- National Cancer Institute (NCI), National Institutes of Health, Bethesda, MD, 20892, USA.
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute (NCI), Bethesda, MD, 20892, USA.
| |
Collapse
|
19
|
Grieco GE, Sebastiani G, Fignani D, Brusco N, Nigi L, Formichi C, Licata G, Bruttini M, D'Aurizio R, Mathieu C, Gysemans C, Dotta F. Protocol to analyze circulating small non-coding RNAs by high-throughput RNA sequencing from human plasma samples. STAR Protoc 2021; 2:100606. [PMID: 34189472 PMCID: PMC8219884 DOI: 10.1016/j.xpro.2021.100606] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
The identification and validation of circulating small non-coding RNA (sncRNA) as biomarkers for disease diagnosis, staging, and response to novel therapies is still a compelling challenge. Pre-analytical variables, such as storage temperature or blood hemolysis, and different analytical approaches affect sncRNA stability, detection, and expression, resulting in discrepancies among studies. Here, we report a systematic standardized protocol to reproducibly analyze circulating sncRNAs, employing high-throughput sncRNA sequencing and qRT-PCR validation, from 200 μL of human plasma samples. For details on the use and execution of this protocol, please refer to Ventriglia et al. (2020), Sebastiani et al. (2017), and Dotta et al. (2018).
Collapse
Affiliation(s)
- Giuseppina E Grieco
- Diabetes Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena 53100, Italy.,Fondazione Umberto Di Mario, c/o Toscana Life Sciences, Siena 53100, Italy
| | - Guido Sebastiani
- Diabetes Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena 53100, Italy.,Fondazione Umberto Di Mario, c/o Toscana Life Sciences, Siena 53100, Italy.,UOC Diabetologia, Azienda Ospedaliera Universitaria Senese, Siena 53100, Italy
| | - Daniela Fignani
- Diabetes Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena 53100, Italy.,Fondazione Umberto Di Mario, c/o Toscana Life Sciences, Siena 53100, Italy
| | - Noemi Brusco
- Diabetes Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena 53100, Italy.,Fondazione Umberto Di Mario, c/o Toscana Life Sciences, Siena 53100, Italy
| | - Laura Nigi
- Diabetes Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena 53100, Italy.,Fondazione Umberto Di Mario, c/o Toscana Life Sciences, Siena 53100, Italy
| | - Caterina Formichi
- Diabetes Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena 53100, Italy.,Fondazione Umberto Di Mario, c/o Toscana Life Sciences, Siena 53100, Italy
| | - Giada Licata
- Diabetes Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena 53100, Italy.,Fondazione Umberto Di Mario, c/o Toscana Life Sciences, Siena 53100, Italy
| | - Marco Bruttini
- Diabetes Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena 53100, Italy.,Tuscany Centre for Precision Medicine (CReMeP), Siena 53100, Italy
| | - Romina D'Aurizio
- Institute of Informatics and Telematics, National Research Council, 56124 Pisa, Italy
| | - Chantal Mathieu
- Clinical and Experimental Endocrinology, KU Leuven, Leuven, Belgium
| | - Conny Gysemans
- Clinical and Experimental Endocrinology, KU Leuven, Leuven, Belgium
| | - Francesco Dotta
- Diabetes Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena 53100, Italy.,Fondazione Umberto Di Mario, c/o Toscana Life Sciences, Siena 53100, Italy.,Tuscany Centre for Precision Medicine (CReMeP), Siena 53100, Italy
| |
Collapse
|
20
|
Miao S, Zhang Q, Chang W, Wang J. New Insights Into Platelet-enriched miRNAs: Production, Functions, Roles in Tumors, and Potential Targets for Tumor Diagnosis and Treatment. Mol Cancer Ther 2021; 20:1359-1366. [PMID: 34045229 DOI: 10.1158/1535-7163.mct-21-0050] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Revised: 03/12/2021] [Accepted: 05/03/2021] [Indexed: 11/16/2022]
Abstract
In view of the increasing number of malignant tumors worldwide and their high mortality, efforts are being made to find effective biomarkers for early detection and effective treatment measures of cancer. In recent years, the roles of platelets in tumors have attracted considerable attention. Although platelets do not have nuclei, they are rich in miRNAs, which are important molecules in platelet regulation of tumors. Platelet miRNA expression in tumor patients is abnormal and tumor-specific. Platelet miRNAs have higher accuracy and specificity than conventional tumor detection markers and circulating miRNAs in tumor diagnosis. Platelets enriched miRNAs are involved in the regulation of tumor proliferation, metastasis, tumor-related immunity, tumor-related thrombosis, and antitumor therapy. To understand the role of platelet miRNAs in tumors, this article reviews the biological functions of miRNAs in platelets and summarizes the regulatory roles of platelet miRNAs in tumors and the potential roles of platelet miRNAs in tumor diagnosis and treatment.
Collapse
Affiliation(s)
- Shuo Miao
- School of Basic Medicine, Qingdao University, Qingdao, China
| | - Qingsong Zhang
- Department of Urology, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Wenguang Chang
- Institute for Translational Medicine, Qingdao University, Qingdao, China
| | - Jianxun Wang
- School of Basic Medicine, Qingdao University, Qingdao, China.
| |
Collapse
|
21
|
Pinilla L, Benitez ID, González J, Torres G, Barbé F, de Gonzalo-Calvo D. Peripheral blood microRNAs and the COVID-19 patient: methodological considerations, technical challenges and practice points. RNA Biol 2021; 18:688-695. [PMID: 33530819 PMCID: PMC8078525 DOI: 10.1080/15476286.2021.1885188] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Accepted: 01/30/2021] [Indexed: 02/06/2023] Open
Abstract
The COVID-19 emergency pandemic resulting from infection with SARS-CoV-2 represents a major threat to public health worldwide. There is an urgent clinical demand for easily accessible tools to address weaknesses and gaps in the management of COVID-19 patients. In this context, transcriptomic profiling of liquid biopsies, especially microRNAs (miRNAs), has recently emerged as a robust source of potential clinical indicators for medical decision-making. Nevertheless, the analysis of the circulating miRNA signature and its translation to clinical practice requires strict control of a wide array of methodological details. In this review, we indicate the main methodological aspects that should be addressed when evaluating the circulating miRNA profiles in COVID-19 patients, from preanalytical and analytical variables to the experimental design, impact of confounding, analysis of the data and interpretation of the findings, among others. Additionally, we provide practice points to ensure the rigour and reproducibility of miRNA-based biomarker investigations of this condition.Abbreviations: ACE: angiotensin-converting enzyme; ARDS: acute respiratory distress syndrome; COVID-19: coronavirus disease 2019; ERDN: early Detection Research Network; LMWH: low molecular weight heparin; miRNA: microRNA; ncRNA: noncoding RNA; SARS-CoV-2: severe acute respiratory syndrome coronavirus-2; SOP: standard operating procedure.
Collapse
Affiliation(s)
- Lucía Pinilla
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Ivan D. Benitez
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Jessica González
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Respiratory Department, University Hospital Arnau de Vilanova-Santa María, Translational Research in Respiratory Medicine, IRBLleida, University of Lleida, Lleida, Spain
| | - Gerard Torres
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- Respiratory Department, University Hospital Arnau de Vilanova-Santa María, Translational Research in Respiratory Medicine, IRBLleida, University of Lleida, Lleida, Spain
| | - Ferran Barbé
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Respiratory Department, University Hospital Arnau de Vilanova-Santa María, Translational Research in Respiratory Medicine, IRBLleida, University of Lleida, Lleida, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| |
Collapse
|
22
|
Segaran RC, Chan LY, Wang H, Sethi G, Tang FR. Neuronal Development-Related miRNAs as Biomarkers for Alzheimer's Disease, Depression, Schizophrenia and Ionizing Radiation Exposure. Curr Med Chem 2021; 28:19-52. [PMID: 31965936 DOI: 10.2174/0929867327666200121122910] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Revised: 09/30/2019] [Accepted: 10/22/2019] [Indexed: 11/22/2022]
Abstract
Radiation exposure may induce Alzheimer's disease (AD), depression or schizophrenia. A number of experimental and clinical studies suggest the involvement of miRNA in the development of these diseases, and also in the neuropathological changes after brain radiation exposure. The current literature review indicated the involvement of 65 miRNAs in neuronal development in the brain. In the brain tissue, blood, or cerebral spinal fluid (CSF), 11, 55, or 28 miRNAs are involved in the development of AD respectively, 89, 50, 19 miRNAs in depression, and 102, 35, 8 miRNAs in schizophrenia. We compared miRNAs regulating neuronal development to those involved in the genesis of AD, depression and schizophrenia and also those driving radiation-induced brain neuropathological changes by reviewing the available data. We found that 3, 11, or 8 neuronal developmentrelated miRNAs from the brain tissue, 13, 16 or 14 miRNAs from the blood of patient with AD, depression and schizophrenia respectively were also involved in radiation-induced brain pathological changes, suggesting a possibly specific involvement of these miRNAs in radiation-induced development of AD, depression and schizophrenia respectively. On the other hand, we noted that radiationinduced changes of two miRNAs, i.e., miR-132, miR-29 in the brain tissue, three miRNAs, i.e., miR- 29c-5p, miR-106b-5p, miR-34a-5p in the blood were also involved in the development of AD, depression and schizophrenia, thereby suggesting that these miRNAs may be involved in the common brain neuropathological changes, such as impairment of neurogenesis and reduced learning memory ability observed in these three diseases and also after radiation exposure.
Collapse
Affiliation(s)
- Renu Chandra Segaran
- Radiation Physiology Lab, Singapore Nuclear Research and Safety Initiative, National University of Singapore, CREATE Tower, Singapore 138602, Singapore
| | - Li Yun Chan
- Radiation Physiology Lab, Singapore Nuclear Research and Safety Initiative, National University of Singapore, CREATE Tower, Singapore 138602, Singapore
| | - Hong Wang
- Radiation Physiology Lab, Singapore Nuclear Research and Safety Initiative, National University of Singapore, CREATE Tower, Singapore 138602, Singapore
| | - Gautam Sethi
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117600, Singapore
| | - Feng Ru Tang
- Radiation Physiology Lab, Singapore Nuclear Research and Safety Initiative, National University of Singapore, CREATE Tower, Singapore 138602, Singapore
| |
Collapse
|
23
|
Zhuang W, Camacho L, Silva CS, Hong H. Reproducibility challenges for biomarker detection with uncertain but informative experimental data. Biomark Med 2020; 14:1255-1263. [PMID: 33021389 DOI: 10.2217/bmm-2019-0599] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
Recent studies have revealed that circulating microRNAs are promising biomarkers for detecting toxicity or disease. Quantitative real-time polymerase chain reaction (qPCR) is often used to measure the levels of microRNAs. Besides complete and certain data, investigators inevitably have observed technically incomplete or uncertain qPCR data. Investigators usually set incomplete observations equal to the maximum quality number of qPCR cycles, apply the complete-observation method, or choose not to analyze targets with incomplete observations. Using biostatistical knowledge and published studies, we show that three commonly applied methods tend to cause biased inference and decrease reproducibility in biomarker detection. More efforts are needed to address the challenges to identify and detect reliable, novel circulating biomarkers in liquid biopsies.
Collapse
Affiliation(s)
- Wei Zhuang
- Division of Bioinformatics & Biostatistics, NCTR, US FDA, Jefferson, AR 72079, USA
| | - Luísa Camacho
- Division of Biochemical Toxicology, NCTR, US FDA, Jefferson, AR 72079, USA
| | - Camila S Silva
- Division of Biochemical Toxicology, NCTR, US FDA, Jefferson, AR 72079, USA
| | - Huixiao Hong
- Division of Bioinformatics & Biostatistics, NCTR, US FDA, Jefferson, AR 72079, USA
| |
Collapse
|
24
|
Helm JS, Rudel RA. Adverse outcome pathways for ionizing radiation and breast cancer involve direct and indirect DNA damage, oxidative stress, inflammation, genomic instability, and interaction with hormonal regulation of the breast. Arch Toxicol 2020. [PMID: 32399610 DOI: 10.1007/s00204-020-02752-z)] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2023]
Abstract
Knowledge about established breast carcinogens can support improved and modernized toxicological testing methods by identifying key mechanistic events. Ionizing radiation (IR) increases the risk of breast cancer, especially for women and for exposure at younger ages, and evidence overall supports a linear dose-response relationship. We used the Adverse Outcome Pathway (AOP) framework to outline and evaluate the evidence linking ionizing radiation with breast cancer from molecular initiating events to the adverse outcome through intermediate key events, creating a qualitative AOP. We identified key events based on review articles, searched PubMed for recent literature on key events and IR, and identified additional papers using references. We manually curated publications and evaluated data quality. Ionizing radiation directly and indirectly causes DNA damage and increases production of reactive oxygen and nitrogen species (RONS). RONS lead to DNA damage and epigenetic changes leading to mutations and genomic instability (GI). Proliferation amplifies the effects of DNA damage and mutations leading to the AO of breast cancer. Separately, RONS and DNA damage also increase inflammation. Inflammation contributes to direct and indirect effects (effects in cells not directly reached by IR) via positive feedback to RONS and DNA damage, and separately increases proliferation and breast cancer through pro-carcinogenic effects on cells and tissue. For example, gene expression changes alter inflammatory mediators, resulting in improved survival and growth of cancer cells and a more hospitable tissue environment. All of these events overlap at multiple points with events characteristic of "background" induction of breast carcinogenesis, including hormone-responsive proliferation, oxidative activity, and DNA damage. These overlaps make the breast particularly susceptible to ionizing radiation and reinforce that these biological activities are important characteristics of carcinogens. Agents that increase these biological processes should be considered potential breast carcinogens, and predictive methods are needed to identify chemicals that increase these processes. Techniques are available to measure RONS, DNA damage and mutation, cell proliferation, and some inflammatory proteins or processes. Improved assays are needed to measure GI and chronic inflammation, as well as the interaction with hormonally driven development and proliferation. Several methods measure diverse epigenetic changes, but it is not clear which changes are relevant to breast cancer. In addition, most toxicological assays are not conducted in mammary tissue, and so it is a priority to evaluate if results from other tissues are generalizable to breast, or to conduct assays in breast tissue. Developing and applying these assays to identify exposures of concern will facilitate efforts to reduce subsequent breast cancer risk.
Collapse
Affiliation(s)
- Jessica S Helm
- Silent Spring Institute, 320 Nevada Street, Suite 302, Newton, MA, 02460, USA
| | - Ruthann A Rudel
- Silent Spring Institute, 320 Nevada Street, Suite 302, Newton, MA, 02460, USA.
| |
Collapse
|
25
|
Helm JS, Rudel RA. Adverse outcome pathways for ionizing radiation and breast cancer involve direct and indirect DNA damage, oxidative stress, inflammation, genomic instability, and interaction with hormonal regulation of the breast. Arch Toxicol 2020; 94:1511-1549. [PMID: 32399610 PMCID: PMC7261741 DOI: 10.1007/s00204-020-02752-z] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Accepted: 04/16/2020] [Indexed: 12/15/2022]
Abstract
Knowledge about established breast carcinogens can support improved and modernized toxicological testing methods by identifying key mechanistic events. Ionizing radiation (IR) increases the risk of breast cancer, especially for women and for exposure at younger ages, and evidence overall supports a linear dose-response relationship. We used the Adverse Outcome Pathway (AOP) framework to outline and evaluate the evidence linking ionizing radiation with breast cancer from molecular initiating events to the adverse outcome through intermediate key events, creating a qualitative AOP. We identified key events based on review articles, searched PubMed for recent literature on key events and IR, and identified additional papers using references. We manually curated publications and evaluated data quality. Ionizing radiation directly and indirectly causes DNA damage and increases production of reactive oxygen and nitrogen species (RONS). RONS lead to DNA damage and epigenetic changes leading to mutations and genomic instability (GI). Proliferation amplifies the effects of DNA damage and mutations leading to the AO of breast cancer. Separately, RONS and DNA damage also increase inflammation. Inflammation contributes to direct and indirect effects (effects in cells not directly reached by IR) via positive feedback to RONS and DNA damage, and separately increases proliferation and breast cancer through pro-carcinogenic effects on cells and tissue. For example, gene expression changes alter inflammatory mediators, resulting in improved survival and growth of cancer cells and a more hospitable tissue environment. All of these events overlap at multiple points with events characteristic of "background" induction of breast carcinogenesis, including hormone-responsive proliferation, oxidative activity, and DNA damage. These overlaps make the breast particularly susceptible to ionizing radiation and reinforce that these biological activities are important characteristics of carcinogens. Agents that increase these biological processes should be considered potential breast carcinogens, and predictive methods are needed to identify chemicals that increase these processes. Techniques are available to measure RONS, DNA damage and mutation, cell proliferation, and some inflammatory proteins or processes. Improved assays are needed to measure GI and chronic inflammation, as well as the interaction with hormonally driven development and proliferation. Several methods measure diverse epigenetic changes, but it is not clear which changes are relevant to breast cancer. In addition, most toxicological assays are not conducted in mammary tissue, and so it is a priority to evaluate if results from other tissues are generalizable to breast, or to conduct assays in breast tissue. Developing and applying these assays to identify exposures of concern will facilitate efforts to reduce subsequent breast cancer risk.
Collapse
Affiliation(s)
- Jessica S Helm
- Silent Spring Institute, 320 Nevada Street, Suite 302, Newton, MA, 02460, USA
| | - Ruthann A Rudel
- Silent Spring Institute, 320 Nevada Street, Suite 302, Newton, MA, 02460, USA.
| |
Collapse
|
26
|
Chakraborty N, Gautam A, Holmes-Hampton GP, Kumar VP, Biswas S, Kumar R, Hamad D, Dimitrov G, Olabisi AO, Hammamieh R, Ghosh SP. microRNA and Metabolite Signatures Linked to Early Consequences of Lethal Radiation. Sci Rep 2020; 10:5424. [PMID: 32214144 PMCID: PMC7096415 DOI: 10.1038/s41598-020-62255-w] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Accepted: 03/11/2020] [Indexed: 12/12/2022] Open
Abstract
Lethal total body irradiation (TBI) triggers multifactorial health issues in a potentially short time frame. Hence, early signatures of TBI would be of great clinical value. Our study aimed to interrogate microRNA (miRNA) and metabolites, two biomolecules available in blood serum, in order to comprehend the immediate impacts of TBI. Mice were exposed to a lethal dose (9.75 Gy) of Cobalt-60 gamma radiation and euthanized at four time points, namely, days 1, 3, 7 and 9 post-TBI. Serum miRNA libraries were sequenced using the Illumina small RNA sequencing protocol, and metabolites were screened using a mass spectrometer. The degree of early impacts of irradiation was underscored by the large number of miRNAs and metabolites that became significantly expressed during the Early phase (day 0 and 1 post-TBI). Radiation-induced inflammatory markers for bone marrow aplasia and pro-sepsis markers showed early elevation with longitudinal increment. Functional analysis integrating miRNA-protein-metabolites revealed inflammation as the overarching host response to lethal TBI. Early activation of the network linked to the synthesis of reactive oxygen species was associated with the escalated regulation of the fatty acid metabolism network. In conclusion, we assembled a list of time-informed critical markers and mechanisms of significant translational potential in the context of a radiation exposure event.
Collapse
Affiliation(s)
- Nabarun Chakraborty
- The Geneva Foundation, Medical Readiness Systems Biology, Walter Reed Army Institute of Research, Fort Detrick, MD, 21702-5010, USA
- Medical Readiness Systems Biology, Walter Reed Army Institute of Research, Fort Detrick, MD, 21702-5010, USA
| | - Aarti Gautam
- Medical Readiness Systems Biology, Walter Reed Army Institute of Research, Fort Detrick, MD, 21702-5010, USA
| | - Gregory P Holmes-Hampton
- Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, MD, 20889, USA
| | - Vidya P Kumar
- Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, MD, 20889, USA
| | - Shukla Biswas
- Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, MD, 20889, USA
| | - Raina Kumar
- The Geneva Foundation, Medical Readiness Systems Biology, Walter Reed Army Institute of Research, Fort Detrick, MD, 21702-5010, USA
- Medical Readiness Systems Biology, Walter Reed Army Institute of Research, Fort Detrick, MD, 21702-5010, USA
| | - Dana Hamad
- ORISE, Medical Readiness Systems Biology, Walter Reed Army Institute of Research, Fort Detrick, MD, 21702-5010, USA
| | - George Dimitrov
- The Geneva Foundation, Medical Readiness Systems Biology, Walter Reed Army Institute of Research, Fort Detrick, MD, 21702-5010, USA
- Medical Readiness Systems Biology, Walter Reed Army Institute of Research, Fort Detrick, MD, 21702-5010, USA
| | - Ayodele O Olabisi
- Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, MD, 20889, USA
| | - Rasha Hammamieh
- Medical Readiness Systems Biology, Walter Reed Army Institute of Research, Fort Detrick, MD, 21702-5010, USA
| | - Sanchita P Ghosh
- Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, MD, 20889, USA.
| |
Collapse
|
27
|
Yamaguchi M, Tsujiguchi T, Kashiwakura I. COMPREHENSIVE EXPRESSION ANALYSIS OF MIRNAS IN MICE EXPOSED TO LETHAL RADIATION AND/OR RADIO-MITIGATIVE DRUG. RADIATION PROTECTION DOSIMETRY 2019; 184:482-485. [PMID: 31038713 DOI: 10.1093/rpd/ncz113] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
New minimally invasive indicators that are capable of predicting the biological effects and radiation damage to various organs and systems are urgently needed for the development of optimal treatment protocols for victims of radiation accidents. In the present study, we focused on microRNA (miRNA) that have recently emerged as biomarkers for predicting and diagnosing various pathological conditions and identified the serum miRNA signatures. All of the mice treated with lethal radiation alone strongly expressed certain serum miRNAs detectable for 24 h after radiation exposure, whereas the administration of radio-mitigative drug immediately after irradiation suppressed these miRNA expressions to the same levels as in control mice. These results suggest that serum miRNAs may reflect the degree of radiation damage and can be used to predict the radiation-mitigative information in victims of accidental radiation exposure.
Collapse
Affiliation(s)
- M Yamaguchi
- Hirosaki University Graduate School of Health Sciences, 66-1 Hon-cho, Hirosaki, Aomori, Japan
| | - T Tsujiguchi
- Hirosaki University Graduate School of Health Sciences, 66-1 Hon-cho, Hirosaki, Aomori, Japan
| | - I Kashiwakura
- Hirosaki University Graduate School of Health Sciences, 66-1 Hon-cho, Hirosaki, Aomori, Japan
| |
Collapse
|
28
|
Aryankalayil MJ, Chopra S, Makinde A, Eke I, Levin J, Shankavaram U, MacMillan L, Vanpouille-Box C, Demaria S, Coleman CN. Microarray analysis of miRNA expression profiles following whole body irradiation in a mouse model. Biomarkers 2018; 23:689-703. [PMID: 29799276 PMCID: PMC6982201 DOI: 10.1080/1354750x.2018.1479771] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2018] [Revised: 05/08/2018] [Accepted: 05/12/2018] [Indexed: 12/13/2022]
Abstract
CONTEXT Accidental exposure to life-threatening radiation in a nuclear event is a major concern; there is an enormous need for identifying biomarkers for radiation biodosimetry to triage populations and treat critically exposed individuals. OBJECTIVE To identify dose-differentiating miRNA signatures from whole blood samples of whole body irradiated mice. METHODS Mice were whole body irradiated with X-rays (2 Gy-15 Gy); blood was collected at various time-points post-exposure; total RNA was isolated; miRNA microarrays were performed; miRNAs differentially expressed in irradiated vs. unirradiated controls were identified; feature extraction and classification models were applied to predict dose-differentiating miRNA signature. RESULTS We observed a time and dose responsive alteration in the expression levels of miRNAs. Maximum number of miRNAs were altered at 24-h and 48-h time-points post-irradiation. A 23-miRNA signature was identified using feature selection algorithms and classifier models. An inverse correlation in the expression level changes of miR-17 members, and their targets were observed in whole body irradiated mice and non-human primates. CONCLUSION Whole blood-based miRNA expression signatures might be used for predicting radiation exposures in a mass casualty nuclear incident.
Collapse
Affiliation(s)
- Molykutty J Aryankalayil
- a Radiation Oncology Branch, Center for Cancer Research , National Cancer Institute , Bethesda , MD , USA
| | - Sunita Chopra
- a Radiation Oncology Branch, Center for Cancer Research , National Cancer Institute , Bethesda , MD , USA
| | - Adeola Makinde
- a Radiation Oncology Branch, Center for Cancer Research , National Cancer Institute , Bethesda , MD , USA
| | - Iris Eke
- a Radiation Oncology Branch, Center for Cancer Research , National Cancer Institute , Bethesda , MD , USA
| | - Joel Levin
- a Radiation Oncology Branch, Center for Cancer Research , National Cancer Institute , Bethesda , MD , USA
| | - Uma Shankavaram
- a Radiation Oncology Branch, Center for Cancer Research , National Cancer Institute , Bethesda , MD , USA
| | | | | | - Sandra Demaria
- c Department of Radiation Oncology , Weill Cornell Medicine , New York , NY , USA
| | - C Norman Coleman
- a Radiation Oncology Branch, Center for Cancer Research , National Cancer Institute , Bethesda , MD , USA
- d Radiation Research Program, National Cancer Institute , National Institutes of Health , Rockville , MD , USA
| |
Collapse
|
29
|
Bahtiyar N, Onaran İ, Aydemir B, Baykara O, Toplan S, Agaoglu FY, Akyolcu MC. Monitoring of platelet function parameters and microRNA expression levels in patients with prostate cancer treated with volumetric modulated arc radiotherapy. Oncol Lett 2018; 16:4745-4753. [PMID: 30250541 DOI: 10.3892/ol.2018.9167] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2017] [Accepted: 11/16/2017] [Indexed: 12/24/2022] Open
Abstract
Radiotherapy (RT) may result in platelet activation and thrombosis development. To the best of our knowledge, the potential effect of volumetric-modulated arc therapy (VMAT), a novel radiotherapy technique, on platelet function and microRNA (miRNA/miR) expression has not been previously investigated. The present study aimed to determine the effect of VMAT on the alterations in platelet function parameters and miRNA expression levels. A total of 25 patients with prostate cancer and 25 healthy subjects were included in the present study. Blood samples were collected from the patient group on the day prior to RT (pre-RT), the day RT was completed (post-RT day 0), and 40 days following the end of therapy (post-RT day 40). Platelet count, mean platelet volume (MPV) value, platelet aggregation, plasma P-selectin, thrombospondin-1, platelet factor 4, plasma miR-223 and miR-126 expression levels were measured. A significant decrease in platelet count in the post-RT day 0 group was measured in comparison with the pre-RT and the post-RT day 40 groups. Pre-RT MPV values were higher than those of the post-RT day 0 and the post-RT day 40 groups. No significant differences were observed in the levels of platelet activation markers or miR-223 and miR-126 expression levels between the RT groups. Although RT may result in a reduction in platelet and MPV counts, the results of the present study indicate that platelet activation markers are not affected by VMAT. Therefore, it is possible that no platelet activation occurs during VMAT, owing to the conformal dose distributions, improved target volume coverage and the sparing of normal tissues from undesired radiation.
Collapse
Affiliation(s)
- Nurten Bahtiyar
- Department of Biophysics, Cerrahpasa Faculty of Medicine, Istanbul University, Istanbul 34098, Turkey
| | - İlhan Onaran
- Department of Medical Biology, Cerrahpasa Faculty of Medicine, Istanbul University, Istanbul 34098, Turkey
| | - Birsen Aydemir
- Department of Biophysics, Faculty of Medicine, Sakarya University, Sakarya 54050, Turkey
| | - Onur Baykara
- Department of Medical Biology, Cerrahpasa Faculty of Medicine, Istanbul University, Istanbul 34098, Turkey
| | - Selmin Toplan
- Department of Biophysics, Cerrahpasa Faculty of Medicine, Istanbul University, Istanbul 34098, Turkey
| | - Fulya Yaman Agaoglu
- Department of Radiation Oncology, Institute of Oncology, Istanbul University, Istanbul 34098, Turkey
| | - Mehmet Can Akyolcu
- Department of Biophysics, Cerrahpasa Faculty of Medicine, Istanbul University, Istanbul 34098, Turkey
| |
Collapse
|
30
|
Tomasik B, Fendler W, Chowdhury D. Serum microRNAs - potent biomarkers for radiation biodosimetry. Oncotarget 2018; 9:14038-14039. [PMID: 29581823 PMCID: PMC5865649 DOI: 10.18632/oncotarget.24381] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Accepted: 01/31/2018] [Indexed: 12/21/2022] Open
Affiliation(s)
- Bartłomiej Tomasik
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland; Department of Radiation Oncology, Harvard Medical School, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Wojciech Fendler
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland; Department of Radiation Oncology, Harvard Medical School, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Dipanjan Chowdhury
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland; Department of Radiation Oncology, Harvard Medical School, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| |
Collapse
|
31
|
Yuan D, Xu J, Wang J, Pan Y, Fu J, Bai Y, Zhang J, Shao C. Extracellular miR-1246 promotes lung cancer cell proliferation and enhances radioresistance by directly targeting DR5. Oncotarget 2017; 7:32707-22. [PMID: 27129166 PMCID: PMC5078045 DOI: 10.18632/oncotarget.9017] [Citation(s) in RCA: 71] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2016] [Accepted: 04/09/2016] [Indexed: 12/21/2022] Open
Abstract
MiRNAs in the circulation have been demonstrated to be a type of signaling molecule involved in intercellular communication but little is known about their role in regulating radiosensitivity. This study aims to investigate the effects of extracellular miRNAs induced by ionizing radiation (IR) on cell proliferation and radiosensitivity. The miRNAs in the conditioned medium (CM) from irradiated and non-irradiated A549 lung cancer cells were compared using a microarray assay and the profiles of 21 miRNAs up and down-regulated by radiation were confirmed by qRT-PCR. One of these miRNAs, miR-1246, was especially abundant outside the cells and had a much higher level compared with that inside of cells. The expressions of miR-1246 in both A549 and H446 cells increased along with irradiation dose and the time post-irradiation. By labeling exosomes and miR-1246 with different fluorescence dyes, it was found that the extracellular miR-1246 could shuttle from its donor cells to other recipient cells by a non-exosome associated pathway. Moreover, the treatments of cells with miR-1246 mimic or its antisense inhibitor showed that the extracellular miR-1246 could enhance the proliferation and radioresistance of lung cancer cells. A luciferase reporter-gene transfer experiment demonstrated that the death receptor 5 (DR5) was the direct target of miR-1246, and the kinetics of DR5 expression was opposite to that of miR-1246 in the irradiated cells. Our results show that the oncogene-like extracellular miR-1246 could act as a signaling messenger between irradiated and non-irradiated cells, more importantly, it contributes to cell radioresistance by directly suppressing the DR5 gene.
Collapse
Affiliation(s)
- Dexiao Yuan
- Institute of Radiation Medicine, Fudan University, Shanghai 200032, China
| | - Jinping Xu
- Institute of Radiation Medicine, Fudan University, Shanghai 200032, China
| | - Juan Wang
- Institute of Radiation Medicine, Fudan University, Shanghai 200032, China
| | - Yan Pan
- Institute of Radiation Medicine, Fudan University, Shanghai 200032, China
| | - Jiamei Fu
- Institute of Radiation Medicine, Fudan University, Shanghai 200032, China
| | - Yang Bai
- Institute of Radiation Medicine, Fudan University, Shanghai 200032, China
| | - Jianghong Zhang
- Institute of Radiation Medicine, Fudan University, Shanghai 200032, China
| | - Chunlin Shao
- Institute of Radiation Medicine, Fudan University, Shanghai 200032, China
| |
Collapse
|
32
|
Chmara J, Browning JWL, Atkins H, Sabloff M, McKay BC. Rapid Decrease in KRT14 and TP53 mRNA Expression in the Buccal Mucosa of Patients Receiving Total-Body Irradiation for Allogeneic Stem Cell Transplantation. Radiat Res 2017; 189:213-218. [PMID: 29232178 DOI: 10.1667/rr14897.1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
The only curative treatment option for relapsed patients with acute myeloid leukemia (AML) is allogeneic stem cell transplantation. Depletion of hematopoietic stem cells and leukemic blast cells is achieved through the systemic administration of DNA damaging agents, including total-body irradiation (TBI) prior to transplantation. Since other tissues are radiosensitive, the identification of biomarkers could facilitate the management of additional toxicities. Buccal keratinocytes are readily accessible and could provide a source of cells for RNA analysis. In this study, we obtained miRNAs and mRNAs from daily buccal swabs collected from patients undergoing allogeneic stem cell transplantation. Unexpectedly, there was no prominent p53-induced mRNA or miRNA response in these samples, despite the fact that the p53 pathway is a well-characterized radiation-inducible response. Instead, the expression of mRNAs encoding p53 and cytokeratin 14 (TP53 and KRT14, respectively) decreased precipitously within hours of the first radiation treatment. These patients went on to develop oral mucositis, however, it is unclear whether TP53 and/or KRT14 expression are predictive of this adverse event. Larger scale analysis of buccal epithelial samples from patients undergoing allogeneic stem cell transplantation appears to be warranted.
Collapse
Affiliation(s)
| | | | - H Atkins
- c Division of Hematology, Department of Medicine, University of Ottawa, Ottawa, Canada; and.,d Ottawa Hospital Research Institute, Ottawa, Canada
| | - M Sabloff
- c Division of Hematology, Department of Medicine, University of Ottawa, Ottawa, Canada; and.,d Ottawa Hospital Research Institute, Ottawa, Canada
| | - B C McKay
- a Department of Biology and.,b Institute of Biochemistry, Carleton University, Ottawa, Canada
| |
Collapse
|
33
|
Cioffi M, Trabulo SM, Vallespinos M, Raj D, Kheir TB, Lin ML, Begum J, Baker AM, Amgheib A, Saif J, Perez M, Soriano J, Desco M, Gomez-Gaviro MV, Cusso L, Megias D, Aicher A, Heeschen C. The miR-25-93-106b cluster regulates tumor metastasis and immune evasion via modulation of CXCL12 and PD-L1. Oncotarget 2017; 8:21609-21625. [PMID: 28423491 PMCID: PMC5400610 DOI: 10.18632/oncotarget.15450] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2016] [Accepted: 01/10/2017] [Indexed: 12/14/2022] Open
Abstract
The stromal microenvironment controls response to injury and inflammation, and is also an important determinant of cancer cell behavior. However, our understanding of its modulation by miRNA (miR) and their respective targets is still sparse. Here, we identified the miR-25-93-106b cluster and two new target genes as critical drivers for metastasis and immune evasion of cancer cells. Using miR-25-93-106b knockout mice or antagomiRs, we demonstrated regulation of the production of the chemoattractant CXCL12 controlling bone marrow metastasis. Moreover, we identified the immune checkpoint PD-L1 (CD274) as a novel miR-93/106b target playing a central role in diminishing tumor immunity. Eventually, upregulation of miR-93 and miR-106b via miR-mimics or treatment with an epigenetic reader domain (BET) inhibitor resulted in diminished expression of CXCL12 and PD-L1. These data suggest a potential new therapeutic rationale for use of BET inhibitors for dual targeting of cancers with strong immunosuppressive and metastatic phenotypes.
Collapse
Affiliation(s)
- Michele Cioffi
- Stem Cells & Cancer Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Sara M Trabulo
- Stem Cells & Cancer Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain.,Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Mireia Vallespinos
- Stem Cells & Cancer Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Deepak Raj
- Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Tony Bou Kheir
- Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Meng-Lay Lin
- Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Julfa Begum
- Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Ann-Marie Baker
- Tumour Biology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Ala Amgheib
- Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Jaimy Saif
- School of Clinical Sciences, University of Bristol, Bristol, UK
| | - Manuel Perez
- Confocal Microscopy Unit, Centro Nacional de Investigaciones Oncológicas, Spain
| | - Joaquim Soriano
- Confocal Microscopy Unit, Centro Nacional de Investigaciones Oncológicas, Spain
| | - Manuel Desco
- Departamento de Ingenieria Biomedica e Ingeniería Aeroespacial, Universidad Carlos III de Madrid, Leganés, Spain.,Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain.,Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain
| | - Maria Victoria Gomez-Gaviro
- Departamento de Ingenieria Biomedica e Ingeniería Aeroespacial, Universidad Carlos III de Madrid, Leganés, Spain.,Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain.,Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain
| | - Lorena Cusso
- Departamento de Ingenieria Biomedica e Ingeniería Aeroespacial, Universidad Carlos III de Madrid, Leganés, Spain.,Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain.,Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain
| | - Diego Megias
- Confocal Microscopy Unit, Centro Nacional de Investigaciones Oncológicas, Spain
| | - Alexandra Aicher
- Stem Cells & Cancer Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain.,Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Christopher Heeschen
- Stem Cells & Cancer Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain.,Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London, UK
| |
Collapse
|
34
|
Singh VK, Pollard HB. Ionizing radiation-induced altered microRNA expression as biomarkers for assessing acute radiation injury. Expert Rev Mol Diagn 2017; 17:871-874. [PMID: 28792262 DOI: 10.1080/14737159.2017.1366316] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Affiliation(s)
- Vijay K Singh
- a Division of Radioprotectants, Department of Pharmacology and Molecular Therapeutics, F. Edward Hébert School of Medicine , Uniformed Services University of the Health Sciences , Bethesda , MD , USA.,b Armed Forces Radiobiology Research Institute , Uniformed Services University of the Health Sciences , Bethesda , MD , USA
| | - Harvey B Pollard
- c Department of Anatomy, Physiology and Genetics, F. Edward Hébert School of Medicine , Uniformed Services University of the Health Sciences , Bethesda , MD , USA
| |
Collapse
|
35
|
Wei W, He J, Wang J, Ding N, Wang B, Lin S, Zhang X, Hua J, Li H, Hu B. Serum microRNAs as Early Indicators for Estimation of Exposure Degree in Response to Ionizing Irradiation. Radiat Res 2017. [DOI: 10.1667/rr14702.1] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- Wenjun Wei
- Key Laboratory of Space Radiobiology of Gansu Province and Key Laboratory of Heavy Ion Radiation Biology and Medicine of Chinese Academy of Sciences, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Jinpeng He
- Key Laboratory of Space Radiobiology of Gansu Province and Key Laboratory of Heavy Ion Radiation Biology and Medicine of Chinese Academy of Sciences, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Jufang Wang
- Key Laboratory of Space Radiobiology of Gansu Province and Key Laboratory of Heavy Ion Radiation Biology and Medicine of Chinese Academy of Sciences, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Nan Ding
- Key Laboratory of Space Radiobiology of Gansu Province and Key Laboratory of Heavy Ion Radiation Biology and Medicine of Chinese Academy of Sciences, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Bing Wang
- Key Laboratory of Space Radiobiology of Gansu Province and Key Laboratory of Heavy Ion Radiation Biology and Medicine of Chinese Academy of Sciences, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Sulan Lin
- Key Laboratory of Space Radiobiology of Gansu Province and Key Laboratory of Heavy Ion Radiation Biology and Medicine of Chinese Academy of Sciences, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Xurui Zhang
- Key Laboratory of Space Radiobiology of Gansu Province and Key Laboratory of Heavy Ion Radiation Biology and Medicine of Chinese Academy of Sciences, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Junrui Hua
- Key Laboratory of Space Radiobiology of Gansu Province and Key Laboratory of Heavy Ion Radiation Biology and Medicine of Chinese Academy of Sciences, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
| | - He Li
- Key Laboratory of Space Radiobiology of Gansu Province and Key Laboratory of Heavy Ion Radiation Biology and Medicine of Chinese Academy of Sciences, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Burong Hu
- Key Laboratory of Space Radiobiology of Gansu Province and Key Laboratory of Heavy Ion Radiation Biology and Medicine of Chinese Academy of Sciences, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
| |
Collapse
|
36
|
Changes of Microrna Levels in Plasma of Patients with Rectal Cancer during Chemoradiotherapy. Int J Mol Sci 2017; 18:ijms18061140. [PMID: 28554991 PMCID: PMC5485964 DOI: 10.3390/ijms18061140] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Revised: 05/19/2017] [Accepted: 05/22/2017] [Indexed: 12/15/2022] Open
Abstract
Since the response to chemoradiotherapy in patients with locally advanced rectal cancer is heterogeneous, valid biomarkers are needed to monitor tumor response. Circulating microRNAs are promising candidates, however analyses of circulating microRNAs in rectal cancer are still rare. 111 patients with rectal cancer and 46 age-matched normal controls were enrolled. The expression levels of 30 microRNAs were analyzed in 17 pre-treatment patients’ plasma samples. Differentially regulated microRNAs were validated in 94 independent patients. For 52 of the 94 patients a paired comparison between pre-treatment and post-treatment samples was performed. miR-17, miR-18b, miR-20a, miR-31, and miR-193a_3p, were significantly downregulated in pre-treatment plasma samples of patients with rectal cancer (p < 0.05). miR-29c, miR-30c, and miR-195 showed a trend of differential regulation. After validation, miR-31 and miR-30c were significantly deregulated by a decrease of expression. In 52 patients expression analyses of the 8 microRNAs in matched pre-treatment and post-treatment samples showed a significant decrease for all microRNAs (p < 0.05) after treatment. Expression levels of miR-31 and miR-30c could serve as valid biomarkers if validated in a prospective study. Plasma microRNA expression levels do not necessarily represent miRNA expression levels in tumor tissue. Also, expression levels of microRNAs change during multimodal therapy.
Collapse
|
37
|
Nishad DK, Bhalla S, Khanna K, Sharma BG, Rawat HS, Mittal G, Bhatnagar A. Decontamination of rat and human skin experimentally contaminated with 99mTc, 201Tl and 131I radionuclides using “Dermadecon” – a skin decontamination kit: an efficacy study. Cutan Ocul Toxicol 2017; 37:1-8. [DOI: 10.1080/15569527.2017.1315127] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Affiliation(s)
- Dhruv Kumar Nishad
- Ministry of Defence, Institute of Nuclear Medicine & Allied Sciences, Defence Research & Development Organization, Delhi, India
| | - Supriya Bhalla
- Ministry of Defence, Institute of Nuclear Medicine & Allied Sciences, Defence Research & Development Organization, Delhi, India
| | - Kushagra Khanna
- Ministry of Defence, Institute of Nuclear Medicine & Allied Sciences, Defence Research & Development Organization, Delhi, India
| | - Braj Gaurav Sharma
- Ministry of Defence, Institute of Nuclear Medicine & Allied Sciences, Defence Research & Development Organization, Delhi, India
| | - Harish Singh Rawat
- Ministry of Defence, Institute of Nuclear Medicine & Allied Sciences, Defence Research & Development Organization, Delhi, India
| | - Gaurav Mittal
- Ministry of Defence, Institute of Nuclear Medicine & Allied Sciences, Defence Research & Development Organization, Delhi, India
| | - Aseem Bhatnagar
- Ministry of Defence, Institute of Nuclear Medicine & Allied Sciences, Defence Research & Development Organization, Delhi, India
| |
Collapse
|
38
|
A plasma mir-125a-5p as a novel biomarker for Kawasaki disease and induces apoptosis in HUVECs. PLoS One 2017; 12:e0175407. [PMID: 28467514 PMCID: PMC5415180 DOI: 10.1371/journal.pone.0175407] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2017] [Accepted: 03/24/2017] [Indexed: 12/18/2022] Open
Abstract
Background Kawasaki disease (KD) is a childhood systemic vasculitis that exhibits a specific preference for the coronary arteries. The aetiology remains unknown and there are no especially diagnostic tests. microRNAs (miRNAs) are 18 to 23 nucleotides non-coding RNAs that are negative regulator of gene expression and play a crucial role in the regulatory network of the genome. Recently, circulating miRNAs have been found presentation in human plasma and displayed some characteristics of the ideal biomarker. However, few researches explored differentially expressed miRNAs in the plasma of KD patients. Our study is to identify circulating miRNAs in KD plasma which can serve as potential biomarkers of KD diagnosis. Materials and methods The total of five pairs of acute KD and normal plasma samples were analyzed using ABI miRNAs TLDA Assay chip. Differentially expression of miR-125a-5p in plasma were confirmed by quantitative real-time PCR (qRT-PCR) in independent cohort (acute KD = 30, convalescent KD = 30 and healthy control = 32). After bioinformatics prediction, miR-125a-5p vector and inhibitor were transfected into HUVECs respectively, to observe MKK7 expression as a potential target gene. Flow cytometry was used to analyze apoptosis. The mRNA and protein levels of desired genes including MKK7, Caspase-3, Bax and Bcl2 were detected by qRT-PCR and western blotting. Results Eighteen miRNAs were differentially expressed in acute KD’s plasma compared with healthy control. miR-125a-5p was significantly increased in plasma of KD patients (p = 0.000), but no variation between acute and convalescent KD (p = 0.357). Moreover, the results from the gain and loss functions of miR-125a-5p in HUVECs have shown that miR-125a-5p remarkably suppressed MKK7 expression, as a novel target gene. Importantly, miR-125a-5p also induced apoptosis in HUVECs through inhibition MKK7 levels to regulate Bax/Bcl2 pathway resulting to activate Caspase-3. Conclusion Our study indicated that the circulating miR-125a-5p levels in KD’s plasma have remarkably evaluated compared with healthy individuals. miR-125a-5p might play a role in the development of KD by regulating target gene MKK7 to induce apoptosis in vascular endothelial cells. Therefore, our findings have suggested that detected miR-125a-5p levels in plasma could be used as a potential biomarker in early KD diagnosis.
Collapse
|
39
|
Manier S, Liu CJ, Avet-Loiseau H, Park J, Shi J, Campigotto F, Salem KZ, Huynh D, Glavey SV, Rivotto B, Sacco A, Roccaro AM, Bouyssou J, Minvielle S, Moreau P, Facon T, Leleu X, Weller E, Trippa L, Ghobrial IM. Prognostic role of circulating exosomal miRNAs in multiple myeloma. Blood 2017; 129:2429-2436. [PMID: 28213378 PMCID: PMC5409448 DOI: 10.1182/blood-2016-09-742296] [Citation(s) in RCA: 197] [Impact Index Per Article: 24.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Accepted: 02/07/2017] [Indexed: 01/15/2023] Open
Abstract
Exosomes, secreted by several cell types, including cancer cells, can be isolated from the peripheral blood and have been shown to be powerful markers of disease progression in cancer. In this study, we examined the prognostic significance of circulating exosomal microRNAs (miRNAs) in multiple myeloma (MM). A cohort of 156 patients with newly diagnosed MM, uniformly treated and followed, was studied. Circulating exosomal miRNAs were isolated and used to perform a small RNA sequencing analysis on 10 samples and a quantitative reverse transcription polymerase chain reaction (qRT-PCR) array on 156 samples. We studied the relationship between miRNA levels and patient outcomes, including progression-free survival (PFS) and overall survival (OS). We identified miRNAs as the most predominant small RNAs present in exosomes isolated from the serum of patients with MM and healthy controls by small RNA sequencing of circulating exosomes. We then analyzed exosomes isolated from serum samples of 156 patients using a qRT-PCR array for 22 miRNAs. Two of these miRNAs, let-7b and miR-18a, were significantly associated with both PFS and OS in the univariate analysis and were still statistically significant after adjusting for the International Staging System and adverse cytogenetics in the multivariate analysis. Our findings support the use of circulating exosomal miRNAs to improve the identification of patients with newly diagnosed MM with poor outcomes. The results require further validation in other independent prospective MM cohorts.
Collapse
Affiliation(s)
- Salomon Manier
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
- Department of Hematology, University Hospital Center of Lille, Lille, France
- INSERM Unité Mixte de Recherche (UMR)-S1172, Lille 2 University, Lille, France
| | - Chia-Jen Liu
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
- Division of Hematology and Oncology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Hervé Avet-Loiseau
- Laboratory for Genomics in Myeloma, INSERM Unité 1037, Toulouse University Hospital, Toulouse, France
| | - Jihye Park
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Jiantao Shi
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Federico Campigotto
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Karma Z Salem
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Daisy Huynh
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Siobhan V Glavey
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Bradley Rivotto
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Antonio Sacco
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
- Azienda Socio Sanitaria Territoriale (ASST) Spedali Civili di Brescia, Coordinamento e Progettazione Ricerca Clinica, Compressible-Fluid Dynamics for Renewable Energy Applications (CREA) Laboratory, Brescia, Italy
| | - Aldo M Roccaro
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
- Azienda Socio Sanitaria Territoriale (ASST) Spedali Civili di Brescia, Coordinamento e Progettazione Ricerca Clinica, Compressible-Fluid Dynamics for Renewable Energy Applications (CREA) Laboratory, Brescia, Italy
| | - Juliette Bouyssou
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Stéphane Minvielle
- Center for Cancer Research Nantes-Angers, UMR-892 INSERM-6299 Centre National de la Recherche Scientifique, and
| | - Philippe Moreau
- Department of Hematology, University Hospital Center of Nantes, Nantes, France; and
| | - Thierry Facon
- Department of Hematology, University Hospital Center of Lille, Lille, France
| | - Xavier Leleu
- Department of Hematology, University Hospital Center of Poitiers, Poitiers, France
| | - Edie Weller
- Laboratory for Genomics in Myeloma, INSERM Unité 1037, Toulouse University Hospital, Toulouse, France
| | - Lorenzo Trippa
- Laboratory for Genomics in Myeloma, INSERM Unité 1037, Toulouse University Hospital, Toulouse, France
| | - Irene M Ghobrial
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| |
Collapse
|
40
|
Deig CR, Mendonca MS, Lautenschlaeger T. Blood-Based Nucleic Acid Biomarkers as a Potential Tool to Determine Radiation Therapy Response in Non-Small Cell Lung Cancer. Radiat Res 2017; 187:333-338. [PMID: 28186469 DOI: 10.1667/rr14613.1] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Lung cancer is the leading cause of cancer deaths worldwide, with smoking as the main risk factor. The use of low-dose computed tomography (LDCT) as a screening method has shown a 20% lung cancer specific mortality benefit; however, widespread implementation is estimated to add $1.3-$2.0 billion in annual national health care expenditures. Blood-based microRNAs (miRNAs) have been investigated in detail and found to be potentially useful biomarkers indicating the presence of lung cancer, especially when used as a companion test to LDCT. Testing for miRNAs and circulating tumor DNA (ct-DNA) in the blood are anticipated to become more affordable in the near future, and therefore these potentially sensitive methods could serve as first-line screening modalities prior to obtaining LDCT and definitive diagnostic tests for lung cancer. Furthermore, miRNAs may shed light not only on the tumor burden, but also perhaps on tumor aggressiveness, histology, treatment response and the patient's overall survival. In the near future, analysis of ct-DNA may reveal somatic mutations beyond EGFR, tumor burden and the presence of occult progression of disease. In theory, these biomarkers may also help oncologists to elucidate the tumor response to radiotherapy, and in the future, may assist the radiation oncologist in making data-driven treatment decisions and providing patients with quantitative information regarding their treatment response.
Collapse
Affiliation(s)
- Christopher R Deig
- Department of a Radiation Oncology, Indiana University School of Medicine, Indianapolis, Indiana 46202
| | - Marc S Mendonca
- Department of a Radiation Oncology, Indiana University School of Medicine, Indianapolis, Indiana 46202.,b Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, Indiana 46202
| | - Tim Lautenschlaeger
- Department of a Radiation Oncology, Indiana University School of Medicine, Indianapolis, Indiana 46202
| |
Collapse
|
41
|
Zampetaki A, Mayr M. Circulating microRNAs as Novel Biomarkers in Cardiovascular Disease: Basic and Technical Principles. NON-CODING RNAS IN THE VASCULATURE 2017. [DOI: 10.1007/978-3-319-52945-5_5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
|
42
|
Kong EY, Cheng SH, Yu KN. Zebrafish as an In Vivo Model to Assess Epigenetic Effects of Ionizing Radiation. Int J Mol Sci 2016; 17:ijms17122108. [PMID: 27983682 PMCID: PMC5187908 DOI: 10.3390/ijms17122108] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2016] [Revised: 12/01/2016] [Accepted: 12/09/2016] [Indexed: 12/14/2022] Open
Abstract
Exposure to ionizing radiations (IRs) is ubiquitous in our environment and can be categorized into “targeted” effects and “non-targeted” effects. In addition to inducing deoxyribonucleic acid (DNA) damage, IR exposure leads to epigenetic alterations that do not alter DNA sequence. Using an appropriate model to study the biological effects of radiation is crucial to better understand IR responses as well as to develop new strategies to alleviate exposure to IR. Zebrafish, Danio rerio, is a scientific model organism that has yielded scientific advances in several fields and recent studies show the usefulness of this vertebrate model in radiation biology. This review briefly describes both “targeted” and “non-targeted” effects, describes the findings in radiation biology using zebrafish as a model and highlights the potential of zebrafish to assess the epigenetic effects of IR, including DNA methylation, histone modifications and miRNA expression. Other in vivo models are included to compare observations made with zebrafish, or to illustrate the feasibility of in vivo models when the use of zebrafish was unavailable. Finally, tools to study epigenetic modifications in zebrafish, including changes in genome-wide DNA methylation, histone modifications and miRNA expression, are also described in this review.
Collapse
Affiliation(s)
- Eva Yi Kong
- Department of Physics and Materials Science, City University of Hong Kong, Hong Kong, China.
| | - Shuk Han Cheng
- Department of Biomedical Sciences, City University of Hong Kong, Hong Kong, China.
- State Key Laboratory in Marine Pollution, City University of Hong Kong, Hong Kong, China.
| | - Kwan Ngok Yu
- Department of Physics and Materials Science, City University of Hong Kong, Hong Kong, China.
- State Key Laboratory in Marine Pollution, City University of Hong Kong, Hong Kong, China.
| |
Collapse
|
43
|
Nassar FJ, Nasr R, Talhouk R. MicroRNAs as biomarkers for early breast cancer diagnosis, prognosis and therapy prediction. Pharmacol Ther 2016; 172:34-49. [PMID: 27916656 DOI: 10.1016/j.pharmthera.2016.11.012] [Citation(s) in RCA: 151] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Breast cancer is a major health problem that affects one in eight women worldwide. As such, detecting breast cancer at an early stage anticipates better disease outcome and prolonged patient survival. Extensive research has shown that microRNA (miRNA) are dysregulated at all stages of breast cancer. miRNA are a class of small noncoding RNA molecules that can modulate gene expression and are easily accessible and quantifiable. This review highlights miRNA as diagnostic, prognostic and therapy predictive biomarkers for early breast cancer with an emphasis on the latter. It also examines the challenges that lie ahead in their use as biomarkers. Noteworthy, this review addresses miRNAs reported in patients with early breast cancer prior to chemotherapy, radiotherapy, surgical procedures or distant metastasis (unless indicated otherwise). In this context, miRNA that are mentioned in this review were significantly modulated using more than one statistical test and/or validated by at least two studies. A standardized protocol for miRNA assessment is proposed starting from sample collection to data analysis that ensures comparative analysis of data and reproducibility of results.
Collapse
Affiliation(s)
- Farah J Nassar
- Department of Biology, Faculty of Arts and Sciences, American University of Beirut, Beirut, Lebanon
| | - Rihab Nasr
- Department of Anatomy, Cell Biology and Physiological Sciences, Faculty of Medicine, American University of Beirut, Beirut, Lebanon.
| | - Rabih Talhouk
- Department of Biology, Faculty of Arts and Sciences, American University of Beirut, Beirut, Lebanon.
| |
Collapse
|
44
|
Lee WH, Nguyen PK, Fleischmann D, Wu JC. DNA damage-associated biomarkers in studying individual sensitivity to low-dose radiation from cardiovascular imaging. Eur Heart J 2016; 37:3075-3080. [PMID: 27272147 PMCID: PMC6279211 DOI: 10.1093/eurheartj/ehw206] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2015] [Revised: 04/10/2016] [Accepted: 05/04/2016] [Indexed: 12/29/2022] Open
Affiliation(s)
- Won Hee Lee
- Department of Medicine, Division of Cardiology
- Department of Radiology
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Patricia K Nguyen
- Department of Medicine, Division of Cardiology
- Department of Radiology
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Dominik Fleischmann
- Department of Radiology
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Joseph C Wu
- Department of Medicine, Division of Cardiology
- Department of Radiology
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA 94305, USA
| |
Collapse
|
45
|
Sproull M, Camphausen K. State-of-the-Art Advances in Radiation Biodosimetry for Mass Casualty Events Involving Radiation Exposure. Radiat Res 2016; 186:423-435. [PMID: 27710702 DOI: 10.1667/rr14452.1] [Citation(s) in RCA: 56] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
With the possibility of large-scale terrorist attacks around the world, the need for modeling and development of new medical countermeasures for potential future chemical, biological, radiological and nuclear (CBRN) has been well established. Project Bioshield, initiated in 2004, provided a framework to develop and expedite research in the field of CBRN exposures. To respond to large-scale population exposures from a nuclear event or radiation dispersal device (RDD), new methods for determining received dose using biological modeling became necessary. The field of biodosimetry has advanced significantly beyond this original initiative, with expansion into the fields of genomics, proteomics, metabolomics and transcriptomics. Studies are ongoing to evaluate the use of lymphocyte kinetics for dose assessment, as well as the development of field-deployable EPR technology. In addition, expansion of traditional cytogenetic assessment methods through the use of automated platforms and the development of laboratory surge capacity networks have helped to advance our biodefense preparedness. In this review of the latest advances in the field of biodosimetry we evaluate our progress and identify areas that still need to be addressed to achieve true field-deployment readiness.
Collapse
Affiliation(s)
- Mary Sproull
- Radiation Oncology Branch, National Cancer Institute, Bethesda, Maryland
| | - Kevin Camphausen
- Radiation Oncology Branch, National Cancer Institute, Bethesda, Maryland
| |
Collapse
|
46
|
Sequential Serum Let-7 Is a Novel Biomarker to Predict Accelerated Reproliferation During Fractional Radiotherapy in Lung Cancer. Clin Lung Cancer 2016; 17:e95-e101. [DOI: 10.1016/j.cllc.2016.03.010] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2015] [Accepted: 03/22/2016] [Indexed: 02/07/2023]
|
47
|
Singh R, Ramasubramanian B, Kanji S, Chakraborty AR, Haque SJ, Chakravarti A. Circulating microRNAs in cancer: Hope or hype? Cancer Lett 2016; 381:113-21. [PMID: 27471105 DOI: 10.1016/j.canlet.2016.07.002] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Revised: 06/29/2016] [Accepted: 07/02/2016] [Indexed: 12/20/2022]
Abstract
Circulating miRNAs are a novel class of stable, minimally invasive disease biomarkers that are considered to be valuable in diagnosis, prognosis and treatment response monitoring. Unlike intracellular miRNAs, circulating miRNAs are released from their producer cells and, based on their targeted functions, they may shuttle in and out of circulation. Their discovery has opened up new avenues for clinical realms and led to a quest for targeted biomarkers. Subsequently, as more cell-free miRNAs are being discovered, their expression is expected to provide precise information regarding disease progression and treatment outcomes, thereby fostering personalized therapeutic strategies. The significance of circulating miRNAs capitalizes on the fact that they are highly stable in body fluids and their expression levels can be detected by common techniques such as qPCR and microarray. However, discrepancies have started to emerge in terms of their reliability and their response under physiological and pathological conditions. Functional studies are still pending, which may determine whether circulating miRNAs play a role as a central component or just as an auxiliary tuner. Also, the distinct clinical signatures that they display have never been subjected to an extensive critical review and experimental validation. As a consequence, the applicability of circulating miRNAs remains a matter of deliberation, despite many intriguing perspectives about their competency. In this review, we highlight some ambiguous issues with the application of circulating miRNAs, which may warrant an immediate consideration. We propose that the circulating miRNA domain needs to be reevaluated to authenticate their specific role and to probe whether they actually carry any clinical weightage.
Collapse
Affiliation(s)
- Rajbir Singh
- Department of Radiation Oncology, James Cancer Hospital and Solove Research Institute, The Ohio State University College of Medicine, Columbus, OH 43210, USA
| | - Brinda Ramasubramanian
- Department of Radiation Oncology, James Cancer Hospital and Solove Research Institute, The Ohio State University College of Medicine, Columbus, OH 43210, USA
| | - Suman Kanji
- Department of Radiation Oncology, James Cancer Hospital and Solove Research Institute, The Ohio State University College of Medicine, Columbus, OH 43210, USA
| | - Arup R Chakraborty
- Department of Radiation Oncology, James Cancer Hospital and Solove Research Institute, The Ohio State University College of Medicine, Columbus, OH 43210, USA
| | - Saikh Jaharul Haque
- Department of Radiation Oncology, James Cancer Hospital and Solove Research Institute, The Ohio State University College of Medicine, Columbus, OH 43210, USA
| | - Arnab Chakravarti
- Department of Radiation Oncology, James Cancer Hospital and Solove Research Institute, The Ohio State University College of Medicine, Columbus, OH 43210, USA.
| |
Collapse
|
48
|
Lee ES, Won YJ, Kim BC, Park D, Bae JH, Park SJ, Noh SJ, Kang YR, Choi SH, Yoon JH, Heo K, Yang K, Son TG. Low-dose irradiation promotes Rad51 expression by down-regulating miR-193b-3p in hepatocytes. Sci Rep 2016; 6:25723. [PMID: 27225532 PMCID: PMC4880923 DOI: 10.1038/srep25723] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Accepted: 04/21/2016] [Indexed: 12/28/2022] Open
Abstract
Current evidence indicates that there is a relationship between microRNA (miRNA)-mediated gene silencing and low-dose irradiation (LDIR) responses. Here, alterations of miRNA expression in response to LDIR exposure in male BALB/c mice and three different types of hepatocytes were investigated. The miRNome of the LDIR-exposed mouse spleens (0.01 Gy, 6.5 mGy/h) was analyzed, and the expression of miRNA and mRNA was validated by qRT-PCR. Western blotting, chromatin immunoprecipitation (ChIP), and luciferase assays were also performed to evaluate the interaction between miRNAs and their target genes and to gain insight into the regulation of miRNA expression. The expression of miRNA-193b-3p was down-regulated in the mouse spleen and liver and in various hepatocytes (NCTC, Hepa, and HepG2 cell lines) in response to LDIR. The down-regulation of miR-193b-3p expression was caused by histone deacetylation on the miR-193b-3p promoter in the HepG2 cells irradiated with 0.01 Gy. However, the alteration of histone deacetylation and miR-193b-3p and Rad51 expression in response to LDIR was restored by pretreatment with N-acetyl-cyctein. In conclusion, we provide evidence that miRNA responses to LDIR include the modulation of cellular stress responses and repair mechanisms.
Collapse
Affiliation(s)
- Eon-Seok Lee
- Research Center, Dongnam Institute of Radiological and Medical Science, 40 Jwadong-gil, Jangan-eup, Gijang-gun, Busan, 46033, Republic of Korea
| | - Yeo Jin Won
- Research Center, Dongnam Institute of Radiological and Medical Science, 40 Jwadong-gil, Jangan-eup, Gijang-gun, Busan, 46033, Republic of Korea
| | - Byoung-Chul Kim
- In silico Toxicology Research Center, Korea Insititute of Toxciology, Daejeon 305-343, Republic of Korea
| | - Daeui Park
- In silico Toxicology Research Center, Korea Insititute of Toxciology, Daejeon 305-343, Republic of Korea
| | - Jin-Han Bae
- Research Center, Dongnam Institute of Radiological and Medical Science, 40 Jwadong-gil, Jangan-eup, Gijang-gun, Busan, 46033, Republic of Korea
| | - Seong-Joon Park
- Research Center, Dongnam Institute of Radiological and Medical Science, 40 Jwadong-gil, Jangan-eup, Gijang-gun, Busan, 46033, Republic of Korea
| | - Sung Jin Noh
- Research Center, Dongnam Institute of Radiological and Medical Science, 40 Jwadong-gil, Jangan-eup, Gijang-gun, Busan, 46033, Republic of Korea
| | - Yeong-Rok Kang
- Research Center, Dongnam Institute of Radiological and Medical Science, 40 Jwadong-gil, Jangan-eup, Gijang-gun, Busan, 46033, Republic of Korea
| | - Si Ho Choi
- Research Center, Dongnam Institute of Radiological and Medical Science, 40 Jwadong-gil, Jangan-eup, Gijang-gun, Busan, 46033, Republic of Korea
| | - Je-Hyun Yoon
- Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Kyu Heo
- Research Center, Dongnam Institute of Radiological and Medical Science, 40 Jwadong-gil, Jangan-eup, Gijang-gun, Busan, 46033, Republic of Korea
| | - Kwangmo Yang
- Research Center, Dongnam Institute of Radiological and Medical Science, 40 Jwadong-gil, Jangan-eup, Gijang-gun, Busan, 46033, Republic of Korea.,Department of Radiation Oncology, Korea Institute of Radiological and Medical Sciences, Seoul 139-709, Republic of Korea
| | - Tae Gen Son
- Research Center, Dongnam Institute of Radiological and Medical Science, 40 Jwadong-gil, Jangan-eup, Gijang-gun, Busan, 46033, Republic of Korea
| |
Collapse
|
49
|
Ghosh SP, Pathak R, Kumar P, Biswas S, Bhattacharyya S, Kumar VP, Hauer-Jensen M, Biswas R. Gamma-Tocotrienol Modulates Radiation-Induced MicroRNA Expression in Mouse Spleen. Radiat Res 2016; 185:485-95. [PMID: 27128741 DOI: 10.1667/rr14248.1] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Ionizing radiation causes depletion of hematopoietic cells and enhances the risk of developing secondary hematopoietic malignancies. Vitamin E analog gamma-tocotrienol (GT3), which has anticancer properties, promotes postirradiation hematopoietic cell recovery by enhancing spleen colony-forming capacity, and provides protection against radiation-induced lethality in mice. However, the underlying molecular mechanism involved in GT3-mediated postirradiation survival is not clearly understood. Recent studies have shown that natural dietary products including vitamin E provide a benefit to biological systems by modulating microRNA (miR) expression. In this study, we show that GT3 differentially modulates the miR footprint in the spleen of irradiated mice compared to controls at early times (day 1), as well as later times (day 4 and 15) after total-body irradiation. We observed that miR expression was altered in a dose- and time-dependent manner in GT3-pretreated spleen tissues from total-body irradiated mice. GT3 appeared to affect the expression of a number of radiation-modulated miRs known to be involved in hematopoiesis and lymphogenesis. Moreover, GT3 pretreatment also suppressed the upregulation of radiation-induced p53, suggesting the function of GT3 in the prevention of radiation-induced damage to the spleen. In addition, we have shown that GT3 significantly reduced serum levels of Flt3L, a biomarker of radiation-induced bone marrow aplasia. Further in silico analyses of the effect of GT3 implied the association of p38 MAPK, ERK and insulin signaling pathways. Our study provides initial insight into the mechanism by which GT3 mediates protection of spleen after total-body irradiation.
Collapse
Affiliation(s)
- Sanchita P Ghosh
- a Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences Scientific Research Department, Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Rupak Pathak
- b Division of Radiation Health, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Parameet Kumar
- c Anatomy, Physiology and Genetics, School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland; and
| | - Shukla Biswas
- a Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences Scientific Research Department, Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | | | - Vidya P Kumar
- a Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences Scientific Research Department, Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Martin Hauer-Jensen
- b Division of Radiation Health, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Roopa Biswas
- c Anatomy, Physiology and Genetics, School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland; and
| |
Collapse
|
50
|
Acharya SS, Fendler W, Watson J, Hamilton A, Pan Y, Gaudiano E, Moskwa P, Bhanja P, Saha S, Guha C, Parmar K, Chowdhury D. Serum microRNAs are early indicators of survival after radiation-induced hematopoietic injury. Sci Transl Med 2016; 7:287ra69. [PMID: 25972001 DOI: 10.1126/scitranslmed.aaa6593] [Citation(s) in RCA: 69] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Accidental radiation exposure is a threat to human health that necessitates effective clinical planning and diagnosis. Minimally invasive biomarkers that can predict long-term radiation injury are urgently needed for optimal management after a radiation accident. We have identified serum microRNA (miRNA) signatures that indicate long-term impact of total body irradiation (TBI) in mice when measured within 24 hours of exposure. Impact of TBI on the hematopoietic system was systematically assessed to determine a correlation of residual hematopoietic stem cells (HSCs) with increasing doses of radiation. Serum miRNA signatures distinguished untreated mice from animals exposed to radiation and correlated with the impact of radiation on HSCs. Mice exposed to sublethal (6.5 Gy) and lethal (8 Gy) doses of radiation were indistinguishable for 3 to 4 weeks after exposure. A serum miRNA signature detectable 24 hours after radiation exposure consistently segregated these two cohorts. Furthermore, using either a radioprotective agent before, or radiation mitigation after, lethal radiation, we determined that the serum miRNA signature correlated with the impact of radiation on animal health rather than the radiation dose. Last, using humanized mice that had been engrafted with human CD34(+) HSCs, we determined that the serum miRNA signature indicated radiation-induced injury to the human bone marrow cells. Our data suggest that serum miRNAs can serve as functional dosimeters of radiation, representing a potential breakthrough in early assessment of radiation-induced hematopoietic damage and timely use of medical countermeasures to mitigate the long-term impact of radiation.
Collapse
Affiliation(s)
- Sanket S Acharya
- Department of Radiation Oncology, Harvard Medical School, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Wojciech Fendler
- Department of Pediatrics, Oncology, Hematology and Diabetology, Medical University of Lodz, Lodz 91-738, Poland
| | - Jacqueline Watson
- Department of Radiation Oncology, Harvard Medical School, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Abigail Hamilton
- Department of Radiation Oncology, Harvard Medical School, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Yunfeng Pan
- Department of Radiation Oncology, Harvard Medical School, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Emily Gaudiano
- Department of Radiation Oncology, Harvard Medical School, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Patryk Moskwa
- Department of Internal Medicine A, Medical University of Greifswald, Ferdinand-Sauerbruchstrasse, Greifswald 17475, Germany
| | - Payel Bhanja
- Department of Radiation Oncology, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY 10461, USA
| | - Subhrajit Saha
- Department of Radiation Oncology, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY 10461, USA
| | - Chandan Guha
- Department of Radiation Oncology, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY 10461, USA. Department of Pathology, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY 10461, USA
| | - Kalindi Parmar
- Department of Radiation Oncology, Harvard Medical School, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Dipanjan Chowdhury
- Department of Radiation Oncology, Harvard Medical School, Dana-Farber Cancer Institute, Boston, MA 02215, USA.
| |
Collapse
|