1.Role of Innate Trained Immunity in Diseases
Chuang CHENG ; Yue-Qing WANG ; Xiao-Qin MU ; Xi ZHENG ; Jing HE ; Jun WANG ; Chao TAN ; Xiao-Wen LIU ; Li-Li ZOU
Progress in Biochemistry and Biophysics 2025;52(1):119-132
The innate immune system can be boosted in response to subsequent triggers by pre-exposure to microbes or microbial products, known as “trained immunity”. Compared to classical immune memory, innate trained immunity has several different features. Firstly, the molecules involved in trained immunity differ from those involved in classical immune memory. Innate trained immunity mainly involves innate immune cells (e.g., myeloid immune cells, natural killer cells, innate lymphoid cells) and their effector molecules (e.g., pattern recognition receptor (PRR), various cytokines), as well as some kinds of non-immune cells (e.g., microglial cells). Secondly, the increased responsiveness to secondary stimuli during innate trained immunity is not specific to a particular pathogen, but influences epigenetic reprogramming in the cell through signaling pathways, leading to the sustained changes in genes transcriptional process, which ultimately affects cellular physiology without permanent genetic changes (e.g., mutations or recombination). Finally, innate trained immunity relies on an altered functional state of innate immune cells that could persist for weeks to months after initial stimulus removal. An appropriate inducer could induce trained immunity in innate lymphocytes, such as exogenous stimulants (including vaccines) and endogenous stimulants, which was firstly discovered in bone marrow derived immune cells. However, mature bone marrow derived immune cells are short-lived cells, that may not be able to transmit memory phenotypes to their offspring and provide long-term protection. Therefore, trained immunity is more likely to be relied on long-lived cells, such as epithelial stem cells, mesenchymal stromal cells and non-immune cells such as fibroblasts. Epigenetic reprogramming is one of the key molecular mechanisms that induces trained immunity, including DNA modifications, non-coding RNAs, histone modifications and chromatin remodeling. In addition to epigenetic reprogramming, different cellular metabolic pathways are involved in the regulation of innate trained immunity, including aerobic glycolysis, glutamine catabolism, cholesterol metabolism and fatty acid synthesis, through a series of intracellular cascade responses triggered by the recognition of PRR specific ligands. In the view of evolutionary, trained immunity is beneficial in enhancing protection against secondary infections with an induction in the evolutionary protective process against infections. Therefore, innate trained immunity plays an important role in therapy against diseases such as tumors and infections, which has signature therapeutic effects in these diseases. In organ transplantation, trained immunity has been associated with acute rejection, which prolongs the survival of allografts. However, trained immunity is not always protective but pathological in some cases, and dysregulated trained immunity contributes to the development of inflammatory and autoimmune diseases. Trained immunity provides a novel form of immune memory, but when inappropriately activated, may lead to an attack on tissues, causing autoinflammation. In autoimmune diseases such as rheumatoid arthritis and atherosclerosis, trained immunity may lead to enhance inflammation and tissue lesion in diseased regions. In Alzheimer’s disease and Parkinson’s disease, trained immunity may lead to over-activation of microglial cells, triggering neuroinflammation even nerve injury. This paper summarizes the basis and mechanisms of innate trained immunity, including the different cell types involved, the impacts on diseases and the effects as a therapeutic strategy to provide novel ideas for different diseases.
2.The mechanism of Prim-O-glucosylcimifugin in improving cholesterol metabolism in osteoarthritis chondrocytes via lncRNA NEAT1/miR-128-3p
Yanming LIN ; Haishui TU ; Shujie LAN ; Chao LI ; Shiyu LU ; Yue CHEN ; Changlong FU
Journal of Beijing University of Traditional Chinese Medicine 2025;48(1):55-67
Objective:
To investigate the mechanism of action of Prim-O-glucosylcimifugin (POG) to improve cholesterol metabolism in osteoarthritic (OA) chondrocytes based on the long noncoding RNA nuclear-enriched transcript 1 (lncRNA NEAT1)/microRNA-128-3p (miR-128-3p) pathway.
Methods:
For in vivo experiments, 60 mice were divided into the normal, sham operation, model, and POG groups using the random number table method, with 15 mice per group. The osteoarthritis mouse model was constructed using the modified Hulth method in the model and POG groups. Mice in the POG group were administered 30 mg/(kg·d)POG by gavage. The other groups were administered an equal amount of normal saline for 8 weeks. The cartilage tissue structure of mice in each group was observed using hematoxylin and eosin staining. Real-time PCR was used to detect changes in the lncRNA NEAT1 and miR-128-3p mRNA expression levels in the cartilage tissues of mice. Western blotting was used to detect the protein expressions of ATP-binding cassette transporter A1 (ABCA1), liver X receptor β (LXRβ), matrix metalloprotein-3 (MMP-3), and B-lymphoblastoma-2-associated X protein (Bax) in articular cartilage of mice. An enzyme-linked immunosorbent assay was used to measure the tumor necrosis factor-α (TNF-α) content in the synovial fluid of mice. A biochemical microplate assay was used to measure the total cholesterol level in the synovial fluid of mice. The in vitro experiments were divided into the negative control, interleukin-1β(IL-1β), IL-1β+ POG, IL-1β+ oe-lncRNA NEAT1, IL-1β+ oe-lncRNA NEAT1 + POG, IL-1β + miR-128-3p inhibition, and IL-1β+ miR-128-3p inhibition+ POG groups. An OA model was established by inducing chondrocytes with IL-1β for 24 h, and 90 mg/L of POG and miR-128-3p inhibitor(50 nmol/L) were administered for 48 h as an intervention. lncRNA NEAT1 expression in chondrocytes was detected using fluorescence in situ hybridization. A dual luciferase assay was used to detect the targeting relationship between lncRNA NEAT1 and miR-128-3p. Lentiviral plasmids overexpressing lncRNA NEAT1 were used to transfect mouse chondrocytes. Real-time PCR was used to detect the effect of lncRNA NEAT1 overexpression on the mRNA level of miR-128-3p in chondrocytes. Western blotting was used to detect ABCA1, LXRβ, MMP-3, and Bax protein expression in chondrocytes after lncRNA NEAT1 overexpression and miR-128-3p inhibition.
Results:
POG significantly reduced OA cartilage tissue damage. Compared with the model group, the lncRNA NEAT1 mRNA level decreased, whereas the miR-128-3p mRNA level increased in the cartilage tissue of the POG group (P<0.05). Compared with the model group, ABCA1 and LXRβ protein expression increased in the POG group, whereas MMP-3 and Bax protein expression decreased (P<0.05). The TNF-α levels decreased in the POG group compared to the model group (P<0.05). Compared with the model group, the total cholesterol level in the synovial fluid of the joint of mice in the POG group decreased (P<0.05). The mean fluorescence intensity of lncRNA NEAT1 in the IL-1β+ POG group decreased compared with the IL-1β group (P<0.05). The relative luciferase activity in the miR-128-3p mimics group bound to the lncRNA NEAT1-WT plasmid decreased compared with the miR-128-3p negative control group (P<0.05). The lncRNA NEAT1 mRNA levels decreased, whereas the miR-128-3p mRNA levels increased in the IL-1β+ oe-lncRNA NEAT1 + POG group compared with the IL-1β+ oe-lncRNA NEAT1 group (P<0.05). Compared with the IL-1β+ POG group, ABCA1 and LXRβ protein expression decreased, whereas MMP-3 and Bax protein expression increased (P<0.05).
Conclusion
POG mediates lncRNA NEAT1/miR-128-3p to improve cholesterol metabolism in OA chondrocytes.
3.Role of Guiqi Yiyuan ointment combined with cisplatin in the treatment of Lewis lung cancer based on PI3K/Akt/mTOR signal pathway
Chao YUAN ; Si-Qi KONG ; Jian-Qing LIANG ; Yi ZHANG ; Rong HU ; Yue ZHANG ; Yu LIU ; Jin-Tian LI
The Chinese Journal of Clinical Pharmacology 2024;40(10):1424-1428
Objective To observe the inhibitory effect of Guiqi Yiyuan ointment on tumor growth in mice with Lewis lung cancer,and to explore the molecular mechanism of Guiqi Yiyuan ointment combined with cisplatin through phosphoinositide 3-kinase/protein kinase B/mammalian rapamycin target protein(PI3K/Akt/mTOR)signal pathway.Methods Sixty C57BL/6 mice were randomly divided into 6 groups with 10 mice in each group.Except for the blank group(0.9%NaCl),Lewis lung cancer-bearing mice were randomly divided into model group(0.9%NaCl),control group(0.9%NaCl,cisplatin 5 mg·kg-1)and low,medium,high dose experimental groups(Guiqi Yiyuan ointment 1.6,3.3,6.6 g·kg-1,cisplatin 5 mg·kg-1).Flow cytometry was used to detect bone marrow-derived suppressor cells(MDSCs);the expression of related proteins in tumor tissues was detected by Western blot.Results The tumor inhibition rates in control group and low,medium,high dose experimental groups were(39.87±4.45)%,(45.74±14.97)%,(57.78±4.70)%and(69.82±11.05)%.The proportion of MDSCs in bone marrow of in blank group,model group,control group and low,medium,high dose experimental groups were(36.13±1.08)%,(68.63±2.94)%,(58.93±2.02)%,(58.00±1.50)%,(50.93±5.06)%and(43.07±2.41)%.The protein expressions of p-PI3K/PI3K in model group,control group and low,medium and high experimental groups were 0.97±0.03,0.77±0.02,0.72±0.01,0.68±0.03 and 0.53±0.02;PTEN were 0.21±0.07,0.65±0.07,0.74±0.06,0.99±0.13,1.11±0.13;p-Akt/Akt were 1.01±0.02,0.82±0.02,0.77±0.00,0.72±0.03 and 0.52±0.04;p-mTOR/mTOR were 1.01±0.01,0.76±0.05,0.69±0.07,0.59±0.06 and 0.47±0.06.There were significant differences between low,medium,high experimental groups and control group(all P<0.05).Conclusion Guiqi Yiyuan ointment combined with cisplatin can significantly improve the quality of life and inhibit tumor growth in mice.The mechanism may be the inhibition of PI3K/Akt/mTOR signal pathway and the enhancement of tumor cell apoptosis and autophagy.
4.Effects of Platycodon grandiflorum Bai powder in the treatment non-small cell lung cancer rats
Chao YUAN ; Jin-Tian LI ; Jian-Qing LIANG ; Yi ZHANG ; Si-Qi KONG ; Rong HU ; Yue ZHANG ; Yu LIU
The Chinese Journal of Clinical Pharmacology 2024;40(11):1608-1612
Objective To observe the effects of traditional Chinese medicine compound Platycodon grandiflorum Bai powder on the growth of subcutaneously implanted tumor and the expression of B-cell lymphoma-2(Bcl-2),Bcl-2 associated X protein(Bax),cysteinyl aspartate specific proteinase(caspase)-3 and caspase-9 in subcutaneously implanted tumor of Lewis lung cancer mice.Methods The model of transplanted tumor of Lewis lung cancer in mice was established.Seventy SPF male C57BL/6 mice were randomly divided into blank group,model group,low dose experimental group,medium dose experimental group,high dose experimental group,control group and combined group.Blank group and model group were given 0.9%NaCl 0.2 mL by gavage;control group was given 0.9%NaCl by gavage and 25 mg·kg-1cisplatin intraperitoneally;high,medium,low dose experimental groups were given 193,96,48 mg·kg-1·d-1 Platycodon grandiflorum Bai powder 0.2 mL by gavage,respectively;combined group was given 96 mg·kg-1·d-1 Platycodon grandiflorum Bai powder 0.2 mL by gavage,and 25 mg·kg-1 cisplatin intraperitoneally,once every other day.The myelogenous suppressor cells(MDSCs)of mouse bone marrow were detected by flow cytometry,and the expressions of Bel-2,Bax,caspase-3 and caspase-9 in tumor cells were detected by immunofluorescence.Results The percentage of MDSCs in bone marrow of mice in blank group,model group,low dose experimental,medium,high dose experimental group,control group and combination group were(32.50±2.76)%,(63.13±3.14)%,(48.43±2.23)%,(42.53±1.28)%,(32.93±3.56)%,(51.30±4.25)%and(19.90±6.21)%,respectively.The fluorescence intensities of Bax in model group,low dose experimental group,medium dose experimental group,high dose experimental group,control group and combination group were 10.42±0.68,12.40±1.23,15.14±0.65,22.95±1.76,27.18±1.62 and 31.61±1.28;Bel-2 were 36.85±0.80,33.92±4.20,28.88±1.01,20.04±2.21,15.69±2.36 and 6.05±0.73;caspase-3 were 5.28±0.44,7.63±0.55,9.66±0.85,14.73±1.18,17.95±1.29 and 22.92±1.95;caspase-9 were 9.48±0.90,11.57±0.72,13.45±0.93,15.73±1.44,19.20±0.96 and 23.21±1.51.There were significant differences between medium,high dose experimental groups and model group(all P<0.05),and there were significant differences between combined group and control group(all P<0.05).Conclusion Platycodon grandiflorum Bai powder can up-regulating the expression of Bax,caspase-3 and caspase-9,down-regulating the expression of Bel-2,inhibiting MDSCs,promoting tumor cell apoptosis and inhibiting tumor growth.
5.Effect of Guiqi Yiyuan Ointment Combined with Cisplatin on Mice with Lewis Lung Cancer Through Endoplasmic Reticulum Stress Pathway and Mitochondrial Apoptosis Pathway
Siqi KONG ; Jintian LI ; Juan LI ; Jianqing LIANG ; Yi ZHANG ; Yue ZHANG ; Chao YUAN
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(20):54-61
ObjectiveTo explore the effects of Guiqi Yiyuan ointment combined with cisplatin on mice with Lewis lung cancer through the endoplasmic reticulum stress pathway and mitochondrial apoptosis pathway. MethodFifty SPF male C57BL/6 mice were randomly divided into the model group, cisplatin group (0.005 g·kg-1), and low, medium, and high dose groups of Guiqi Yiyuan ointment combined with cisplatin (0.005+1.6 g·kg-1, 0.005+3.3 g·kg-1, and 0.005+6.6 g·kg-1). Lewis cell suspension was inoculated under the axilla of mice in each group to construct the Lewis lung cancer xenograft mouse model. After continuous administration for 14 days, the mice were sacrificed. The body weight of the mice was measured, and the tumor weight was measured after the tumors were removed. The organ index and tumor inhibition rate were calculated. Hematoxylin-eosin ( HE) staining was used to observe the pathological changes in tumor tissue. Flow cytometry was used to detect the apoptosis rate of tumor cells and the ratio of reactive oxygen species (ROS). Western blot was used to detect the expression of glucose-regulated protein 78 (GRP78), phosphorylated activated protein kinase R-like endoplasmic reticulum kinase (p-PERK), activated transcription factor 4 (ATF4), and apoptosis protein C/EBP homologous protein (CHOP) in the endoplasmic reticulum stress pathway, as well as cysteine aspartate protease-9 (Caspase-9), B-cell lymphoma-2(Bcl-2), and Bcl-2 associated X protein(Bax) in the mitochondrial apoptosis pathway. ResultCompared with those in the model group, the mice in the groups of Guiqi Yiyuan Ointment combined with cisplatin had shinier fur and better mental response status. Tumor mass was reduced in all treatment groups (P<0.05), and tumor inhibition rate was increased in all treatment groups (P<0.05). The thymus and spleen indices of the combined group were increased (P<0.05), and obvious pathological changes were observed in the tumor tissue of all treatment groups, with a gradual decrease in heteromorphism. Destruction of massive tumor tissue was observed in the high-dose combined group, and the apoptosis rate and ROS generation rate of tumor cells were increased in all treatment groups (P<0.05). The protein expression level of Bcl-2 in the tumor tissue gradually decreased (P<0.05), while the protein expression levels of GRP78, p-PERK, ATF4, CHOP, Bax, and Caspase-9 were significantly increased (P<0.05). Compared with the cisplatin group, tumor mass was reduced in the combined group (P<0.05), and tumor inhibition rates in the low and high-dose combined groups were increased (P<0.05). The thymus index, spleen index, apoptosis rate of tumor cells, and ROS ratio in the combined group were significantly increased (P<0.05), while the protein expression levels of GRP78, p-PERK, Bax, and Caspase-9 were increased in the low and high-dose combined groups (P<0.05). The protein expression levels of ATF4 and CHOP were increased in the combined group (P<0.05), while the expression level of Bcl-2 protein gradually decreased (P<0.05). ConclusionGuiqi Yiyuan ointment combined with cisplatin can exert anti-tumor effects in mice with Lewis lung cancer, reduce tumor mass, increase tumor inhibition rate, and induce apoptosis of lung cancer cells. Its mechanism may be related to the regulation of the endoplasmic reticulum stress pathway and mitochondrial apoptosis pathway.
6.Clinical observation of levosimendan in the treatment of septic shock combined with myocardial depression
Fang XIONG ; Chao LIU ; Kexiang ZHANG ; Qilong ZHOU ; Hua LU ; Jianguo CHEN ; Xi YUE ; Jianxin ZHAO ; Pengfei PAN
China Pharmacy 2024;35(20):2517-2521
OBJECTIVE To explore the effects of levosimendan on cardiac function, hemodynamics and prognosis of patients with septic shock complicated with myocardial depression, and evaluate the safety of levosimendan. METHODS Patients with septic shock complicated with myocardial depression who were admitted to the Department of Critical Care Medicine of Chongqing University Three Gorges Hospital from April 2021 to August 2023, underwent adequate fluid resuscitation, had a mean arterial pressure (MAP) ≥65 mmHg, and received pulse indicator continuous cardiac output (PiCCO) monitoring were enrolled. The patients were randomly divided into dobutamine group and levosimendan group according to a random number table, with 20 patients in each group. Both groups received intravenous infusion of Norepinephrine bitartrate injection at a dose of 0.1-2.0 μg/(kg·min). On this basis, the dobutamine group additionally received intravenous infusion of Dobutamine hydrochloride injection at a dose of 5- 10 μg/(kg·min) for 3 to 7 days, while the levosimendan group additionally received intravenous infusion of Levosimendan injection at a dose of 0.1-0.2 μg/(kg·min) for 24 hours. Heart rate (HR) and hemodynamic parameters [systolic blood pressure, diastolic blood pressure, MAP, central venous pressure (CVP)], PiCCO monitoring parameters [cardiac function index (CFI), cardiac index (CI), stroke volume index (SVI), extravascular lung water index, global end-diastolic volume index, pulmonary vascular permeability index (PVPI), global ejection fraction (GEF), systemic vascular resistance index, left ventricular contractility index], and prognosis indicators [death within 3 days after administration, mechanical ventilation time,intensive care unit (ICU) stay time, 28-day mortality rate] were compared between the two groups before treatment and at 24 and 72 hours after treatment. Adverse reactions were E-mail:recorded for both groups. RESULTS Compared with before treatment in the same group, CFI, CI and GEF at 24 hours after treatment, CI and GEF at 72 hours after treatment in the dobutamine group, as well as SVI at 24 hours after treatment and SVI and GEF at 72 hours after treatment in the levosimendan group were significantly increased; PVPI at 72 hours after treatment in the dobutamine group was significantly decreased (P<0.05). Compared with the dobutamine group during the same period, patients in the levosimendan group had significantly lower HR and significantly higher CVP at 24 hours after treatment (P<0.05). Within 3 days after administration, there were no deaths in either group; there were no statistically significant differences in mechanical ventilation time, ICU stay time, 28-day mortality rate, or the incidence of adverse reactions between the two groups (P>0.05). CONCLUSIONS For patients with septic shock complicated with myocardial depression who have undergone adequate fluid resuscitation and have a MAP of ≥65 mmHg, levosimendan is comparable to dobutamine in improving cardiac function and hemodynamic parameters, without affecting patients’ prognosis or increasing the risk of adverse reactions such as hypotension.
7.The antitumor activity and mechanisms of piperlongumine derivative C12 on human non-small cell lung cancer H1299 cells
Hai-tao LONG ; Xue LEI ; Jia-yi CHEN ; Jiao MENG ; Li-hui SHAO ; Zhu-rui LI ; Dan-ping CHEN ; Zhen-chao WANG ; Yue ZHOU ; Cheng-peng LI
Acta Pharmaceutica Sinica 2024;59(10):2773-2781
The compound (
8.Research progress in micro/nanobubbles for ultrasound diagnosis or treatment
Qing-qing AN ; Chen-xi LI ; Shao-kun YANG ; Xiao-ming HE ; Yue-heng WANG ; Chao-xing HE ; Bai XIANG
Acta Pharmaceutica Sinica 2024;59(3):581-590
In the past few decades, microbubbles were widely used as ultrasound contrast agents in the field of tumor imaging. With the development of research, ultrasound targeted microbubble destruction technology combined with drug-loaded microbubbles can achieve precise drug release and play a therapeutic role. As a micron-scale carrier, microbubbles are difficult to penetrate the endothelial cell space of tumors, and nano-scale drug delivery system—nanobubbles came into being. The structure of the two is similar, but the difference in size highlights the unique advantages of nanobubbles in drug delivery. Based on the classification principle of shell materials, this review summarized micro/nanobubbles used for ultrasound diagnosis or treatment and discussed the possible development directions, providing references for the subsequent development.
9.Associations of genetic variants in GLP-1R with blood pressure responses to dietary sodium and potassium interventions
Mingke CHANG ; Chao CHU ; Mingfei DU ; Hao JIA ; Yue SUN ; Guilin HU ; Xi ZHANG ; Dan WANG ; Wenjing LUO ; Yu YAN ; Ziyue MAN ; Yang WANG ; Jianjun MU
Journal of Xi'an Jiaotong University(Medical Sciences) 2024;45(2):212-218
【Objective】 To investigate the association between genetic variations in the glucagon-like peptide-1 receptor (GLP-1R) gene and BP responses to sodium and potassium intake. 【Methods】 A total of 514 subjects from 124 families were recruited in Meixian County, Shaanxi Province, in 2004, resulting in the establishment of a "salt-sensitive hypertension study cohort" . The subjects followed a dietary regimen which involved a normal diet for 3 days, a low-salt diet for 7 days, a high-salt diet for 7 days, and a high-salt potassium-supplemented diet for 7 days. BP measurement was conducted at different intervention periods, and peripheral blood samples were collected. Additionally, eight single nucleotide polymorphisms (SNPs) of the GLP-1R gene were genotyped using the MassARRAY detection platform. 【Results】 The GLP-1R gene SNP rs9462472 exhibited a significant association with systolic BP, diastolic BP, and mean arterial pressure response to high-salt intervention. Similarly, SNP rs2268637 showed a significant association with systolic BP response to high-salt intervention. Furthermore, SNP rs2268637 was significantly associated with systolic BP and mean arterial pressure responses to high-salt plus potassium supplementation intervention. 【Conclusion】 Our findings indicate a significant association of genetic variations in the GLP-1R gene with BP responses to sodium and potassium intake. This suggests that the GLP-1R gene plays a role in the regulation of BP salt sensitivity and potassium sensitivity.
10.Establishment and validation of a dose-response curve for semi-automatic analysis of dicentric chromosomes
Qianqian MENG ; Zhongxin ZHANG ; Yue REN ; Xiaozhen LI ; Zeyu MIAO ; Chao WANG ; Hongyan LIU ; Ruifeng ZHANG
China Occupational Medicine 2024;51(1):70-74
ObjectiveTo establish a dose-effect curve for semi-automatic analysis of dicentric chromosomes(DC) based on an automatic chromosome analysis system. Methods A total of three healthy volunteers were recruited as the study subjects, and their peripheral blood was collected and stimulated by X-ray at doses of 0.00, 0.10, 0.25, 0.50, 0.75, 1.00, 2.00, 3.00, 4.00, and 5.00 Gy, with the absorbed dose rate of 1.0 Gy/min. Images of DC in the mid-stage of cell division were collected using a high-throughput automatic chromosome analysis system. The DCScore software was used to automatically analyze DC aberrations, and a dose-effect curve for semi-automatic analysis of DC was fitted after manual confirmation. The fitted dose-effect curve for semi-automatic analysis of DC was validated for accuracy using three proficiency test samples from the national quality assessment of biological dose. Results The incidence of DC increased with increasing irradiation doses in the range of 0.00-5.00 Gy (P<0.01). The dose-effect curve for the fitted semi-automatic analysis of DC was ŷ =0.000 8 (±0.000 2) +0.009 2(±0.000 9) D+0.014 2(±0.000 4) D2 (R2= 0.999 8). The relative deviation between the estimated dose and the actual dose of the three test samples was about 20.00%, indicating curve applicability for biological dose estimation. Moreover, excluding the time spent on manual analysis, the semi-automatic analysis method increased the analysis efficiency by 26.0 times. Conclusion The semi-automatic analysis dose-effect curve for DC stimulated by X-ray is constructed for biological dose estimation, which can reduce the manual analysis time, and holds great potential for application in nuclear emergency response to large-scale radiation accidents.


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