1.Expert consensus on ethical requirements for artificial intelligence (AI) processing medical data.
Cong LI ; Xiao-Yan ZHANG ; Yun-Hong WU ; Xiao-Lei YANG ; Hua-Rong YU ; Hong-Bo JIN ; Ying-Bo LI ; Zhao-Hui ZHU ; Rui LIU ; Na LIU ; Yi XIE ; Lin-Li LYU ; Xin-Hong ZHU ; Hong TANG ; Hong-Fang LI ; Hong-Li LI ; Xiang-Jun ZENG ; Zai-Xing CHEN ; Xiao-Fang FAN ; Yan WANG ; Zhi-Juan WU ; Zun-Qiu WU ; Ya-Qun GUAN ; Ming-Ming XUE ; Bin LUO ; Ai-Mei WANG ; Xin-Wang YANG ; Ying YING ; Xiu-Hong YANG ; Xin-Zhong HUANG ; Ming-Fei LANG ; Shi-Min CHEN ; Huan-Huan ZHANG ; Zhong ZHANG ; Wu HUANG ; Guo-Biao XU ; Jia-Qi LIU ; Tao SONG ; Jing XIAO ; Yun-Long XIA ; You-Fei GUAN ; Liang ZHU
Acta Physiologica Sinica 2024;76(6):937-942
As artificial intelligence technology rapidly advances, its deployment within the medical sector presents substantial ethical challenges. Consequently, it becomes crucial to create a standardized, transparent, and secure framework for processing medical data. This includes setting the ethical boundaries for medical artificial intelligence and safeguarding both patient rights and data integrity. This consensus governs every facet of medical data handling through artificial intelligence, encompassing data gathering, processing, storage, transmission, utilization, and sharing. Its purpose is to ensure the management of medical data adheres to ethical standards and legal requirements, while safeguarding patient privacy and data security. Concurrently, the principles of compliance with the law, patient privacy respect, patient interest protection, and safety and reliability are underscored. Key issues such as informed consent, data usage, intellectual property protection, conflict of interest, and benefit sharing are examined in depth. The enactment of this expert consensus is intended to foster the profound integration and sustainable advancement of artificial intelligence within the medical domain, while simultaneously ensuring that artificial intelligence adheres strictly to the relevant ethical norms and legal frameworks during the processing of medical data.
Artificial Intelligence/legislation & jurisprudence*
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Humans
;
Consensus
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Computer Security/standards*
;
Confidentiality/ethics*
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Informed Consent/ethics*
2.A control study of steroid withdrawal protection strategy after kidney transplantation in children.
Jie Yi LU ; Miao ZHANG ; Jin Ai LIN ; Huan Ru CHEN ; Ying Jie LI ; Xia GAO ; Chang Xi WANG ; Long Shan LIU ; Xin LIAO
Chinese Journal of Pediatrics 2023;61(9):799-804
Objective: To study the influence of steroid withdrawal protection strategy on height growth in pediatric patients after kidney transplantation. Methods: The prospective cohort study enrolled 40 stage 5 chronic kidney disease children receiving kidney transplantation from July 2017 to September 2022 at Guangzhou Women and Children's Medical Center. Based on the primary preoperative disease, patients with immune abnormality-associated glomerular diseases or unknown causes were assigned to the steroid maintenance group, in which patients received steroid tapering within 3 months after surgery to a maintenance dose of 2.5 to 5.0 mg/d. While patients with hereditary kidney disease or congenital urinary malformations were assigned to the steroid withdrawal group, in which patients had steroids tapered off within 3 months. The characteristics of height catch-up growth and clinical data were compared between the 2 groups at baseline, 6, 12, 18 and 24 months after kidney transplantation. T-test, repeated measurement of variance analysis, Mann-Whitney U test, and Fisher exact test were used for the comparison between the 2 groups. Results: Among the 40 children, 17 were males, 23 were females, 25 were in the steroid withdraw group ((7.8±2.8) years old when receiving kidney transplantation) and 15 cases were in the steroid maintenance group ((7.6±3.5) years old when receiving kidney transplantation). The study population was followed up for (26±12) months. The total dose per unit body weight of steroids in the steroid withdrawal group was lower than that in the steroid maintenance group ((0.13±0.06) vs. (0.36±0.19) mg/(kg·d), t=5.83, P<0.001). The height catch-up rate (ΔHtSDS) in the first year after kidney transplantation in the steroid withdraw and steroid maintenance groups was 1.0 (0.7, 1.4) and 0.4 (0.1, 1.0), respectively; in the second year, the ΔHtSDS in the steroid withdraw group was significantly higher than that in the steroid maintenance group (1.1 (0.2, 1.7) vs. 0.3 (0, 0.8), U=28.00, P=0.039). The HtSDS in the steroid withdrawal group at the five follow-up time points was -2.5±0.8, -2.0±0.8, -1.5±0.8, -1.3±0.9 and -0.5±0.3, respectively, while in the steroid maintenance was -2.4±1.3, -2.2±1.1, -2.0±1.0, -1.8±1.0 and -1.6±1.0, respectively. There were statistically significant differences in HtSDS at different follow-up time points in both 2 groups (F=19.81, P<0.01), but no statistical differences in overall impact between the 2 groups (F=1.13, P=0.204). The steroid treatment was interaction with the increase of follow-up time (F=3.62, P=0.009). At the 24th month after transplantation, the HtSDS in the steroid withdrawal group was significantly higher than that in the steroid maintenance group (P=0.047). Six patients in the steroid withdrawal group experienced antibody-mediated immune rejection (AMR), while 3 did in the steroid maintenance group. Moreover, there was no significant difference in AMR between the two groups (χ2=0.06, P=0.814). Conclusion: The steroid withdrawal protection strategy favors the height catch-up growth in pediatric patients after kidney transplantation and does not increase the risk of postoperative antibody-mediated immune rejection.
Male
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Humans
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Child
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Female
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Child, Preschool
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Kidney Transplantation
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Prospective Studies
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Steroids/therapeutic use*
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Antibodies
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Body Weight
3.Anti-tumor Mechanism of Active Ingredients of Glycyrrhizae Radix et Rhizoma and Its Combined Use in Anti-tumor Treatment: A Review
Xiao-long LIAN ; Ying LING ; Shang-long ZHANG ; Qu-huan MA ; Xiao YAN ; Nan ZHANG ; Li-qiao YE ; Yi DENG
Chinese Journal of Experimental Traditional Medical Formulae 2022;28(11):238-245
As a traditional Chinese medicinal material, Glycyrrhizae Radix et Rhizoma has been extensively used in various formulae. According to modern pharmacological research, it has anti-tumor, anti-inflammatory, anti-viral, liver-protecting, anti-heart failure, immunoregulatory, and anti-fibrosis effects. Caused by the interaction of various factors, cancer features complex pathogenesis. It is a global challenge and one of the main causes of death in China. Statistics show that the morbidity and mortality of malignant tumors have been on the rise, particularly for the young, which threaten the health of human beings. At the moment, radiotherapy and chemotherapy are the main countermeasures. Most clinical anti-tumor drugs demonstrate non-selective toxicity. To be specific, they damage normal cells while killing tumor cells, thus injuring vital organs. In addition, long-term medication will reduce the sensitivity of tumor cells. However, traditional Chinese medicine, which is characterized by treatment based on syndrome differentiation, multiple components, and multiple targets, is superior in the treatment of tumor. Studies have shown that the combination of anti-tumor drugs with Chinese medicine can not only enhance the anti-tumor effect but also alleviate toxicity. Therefore, it has been a research hotspot to develop anti-tumor drugs based on traditional Chinese medicine. In recent years, major headway has been made in the research on active ingreddients of Glycyrrhizae Radix et Rhizoma in anti-liver cancer, anti-breast cancer, anti-lung cancer, and anti-colon cancer and the combination with other drugs for anti-tumor. On this basis, we summarized the mechanisms of active ingredients of Glycyrrhizae Radix et Rhizoma in inducing apoptosis, interfering with cell cycle, inducing autophagy, inhibiting glycolysis, regulating immunity, and modulating miRNA and signaling pathways, as well as the combination with other drugs in anti-tumor efficiency, toxicity reduction, and sensitivity enhancement, hoping to lay a theoretical basis for the further development and clinical application of active ingredients of Glycyrrhizae Radix et Rhizoma.
4.Analysis of absorbed constituents and network pharmacology research of Xiaoer Fupi Granules.
Jing XU ; Huan-Huan WANG ; Hong-Ping LONG ; Xin LI ; Jun-Ying WEI ; Hong-Wei WU ; Hong-Jun YANG
China Journal of Chinese Materia Medica 2022;47(21):5926-5935
Xiaoer Fupi Granules, a refined version of the classical prescription Shenling Baizhu Powder, has the effect of invigora-ting spleen, replenishing Qi, harmonizing stomach and resolving accumulation and is commonly used to treat Qi deficiency in spleen and stomach, disordered transportation and transformation, and indigestion of children. However, its medicinal constituents and mechanism remain unclear. We studied the main active constituents and action mechanism of Xiaoer Fupi Granules by integrating network pharmacology and prototype constituent analysis in vivo. This study will help to increase the reliability of database analysis results and lay a foundation for precise medication and mining of quality control markers. On the basis of Bioinformatics Analysis Tool for Molecular mechanism of Traditional Chinese Medicine(BATMAN-TCM), the "key chemical constituents-target" network was constructed. Ultra-performance liquid chromatography coupled with linear ion trap-orbitrap mass spectrometry(UPLC-LTQ-Orbitrap-MS) was employed to analyze the absorbed constituents in rat urine and plasma, so as to validate the network. Further, we used BATMAN-TCM to construct the "absorbed constituents-target-pathway" network and explore the functioning mechanism of Xiaoer Fupi Granules. A total of 86 chemical constituents of Xiaoer Fupi Granules were predicted via BATMAN-TCM, among which only 18.6% were detected in rat plasma and urine. Accor-ding to the "absorbed constituents-target-pathway" network, 8 chemical constituents such as stearic acid and caprylic acid capable of regulating gastric acid and insulin secretion may be the critical constituents of Xiaoer Fupi Granules in invigorating spleen and harmonizing stomach. This study identified the critical active constituents and predicted the action mechanism of Xiaoer Fupi Granules, providing the reference for the research on the material basis of Xiaoer Fupi Granules.
Rats
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Animals
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Drugs, Chinese Herbal/chemistry*
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Reproducibility of Results
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Network Pharmacology
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Medicine, Chinese Traditional
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Chromatography, Liquid
5.Naoxintong Capsule for Secondary Prevention of Ischemic Stroke: A Multicenter, Randomized, and Placebo-Controlled Trial.
Xiao-Fei YU ; Xu-Ying ZHU ; Can-Xing YUAN ; Dan-Hong WU ; Yu-Wu ZHAO ; Jia-Jun YANG ; Chang-de WANG ; Wei-Wen WU ; Xue-Yuan LIU ; Zhen-Guo LIU ; Zhi-Yu NIE ; Ben-Qiang DENG ; Huan BAO ; Long-Xuan LI ; Chun-Yan WANG ; Hong-Zhi ZHANG ; Jing-Si ZHANG ; Ji-Han HUANG ; Fan GONG ; Ming-Zhe WANG ; Yong-Mei GUO ; Yan SUN ; Ding-Fang CAI
Chinese journal of integrative medicine 2022;28(12):1063-1071
OBJECTIVE:
To examine whether the combination of Naoxintong Capsule with standard care could further reduce the recurrence of ischemic stroke without increasing the risk of severe bleeding.
METHODS:
A total of 23 Chinese medical centers participated in this trial. Adult patients with a history of ischemic stroke were randomly assigned in a 1:1 ratio using a block design to receive either Naoxintong Capsule (1.2 g orally, twice a day) or placebo in addition to standard care. The primary endpoint was recurrence of ischemic stroke within 2 years. Secondary outcomes included myocardial infarction, death due to recurrent ischemic stroke, and all-cause mortality. The safety of drugs was monitored. Results were analyzed using the intention-to-treat principle.
RESULTS:
A total of 2,200 patients were enrolled from March 2015 to March 2016, of whom 143 and 158 in the Naoxintong and placebo groups were lost to follow-up, respectively. Compared with the placebo group, the recurrence rate of ischemic stroke within 2 years was significantly lower in the Naoxintong group [6.5% vs. 9.5%, hazard ratio (HR): 0.665, 95% confidence interval (CI): 0.492-0.899, P=0.008]. The two groups showed no significant differences in the secondary outcomes and safety, including rates of severe hemorrhage, cerebral hemorrhage and subarachnoid hemorrhage (P>0.05).
CONCLUSION
The combination of Naoxintong Capsule with standard care reduced the 2-year stroke recurrence rate in patients with ischemic stroke without increasing the risk of severe hemorrhage in high-risk patients. (Trial registration No. NCT02334969).
Adult
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Humans
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Secondary Prevention/methods*
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Ischemic Stroke
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Stroke/prevention & control*
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Cerebral Hemorrhage/complications*
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Double-Blind Method
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Platelet Aggregation Inhibitors
6.Co-amorphous technology to improve dissolution and physical stability of silybin.
Huan LIU ; Guo-Wei ZHAO ; Qie-Ying JIANG ; Xin-Li LIANG ; Liao-Qi OUYANG ; Hai-Bo DING ; Xu-Long CHEN ; Zheng-Gen LIAO
China Journal of Chinese Materia Medica 2022;47(1):103-110
The present study explored the effect of co-amorphous technology in improving the dissolution rate and stability of silybin based on the puerarin-silybin co-amorphous system prepared by the spray-drying method. Solid-state characterization was carried out by powder X-ray diffraction(PXRD), polarizing microscopy(PLM), Fourier transform infrared spectroscopy(FT-IR), differential scanning calorimetry(DSC), etc. Saturated powder dissolution, intrinsic dissolution rate, moisture absorption, and stability were further investigated. The results showed that puerarin and silybin formed a co-amorphous system at a single glass transition temperature which was higher than that of any crude drug. The intrinsic dissolution rate and supersaturated powder dissolution of silybin in the co-amorphous system were higher than those of the crude drug and amorphous system. The co-amorphous system kept stable for as long as three months under the condition of 40 ℃, 75% relative humidity, which was longer than that of the single amorphous silybin. Therefore, the co-amorphous technology could significantly improve the dissolution and stability of silybin.
Calorimetry, Differential Scanning
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Desiccation
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Drug Compounding/methods*
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Drug Stability
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Silybin
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Solubility
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Spectroscopy, Fourier Transform Infrared
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Technology
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X-Ray Diffraction
7.The Factors Affecting Relapse in Pediatric B-cell Acute Lymphoblastic Leukemia Patients without Prognostic Fusion Genes Following Up for 10 years.
Meng-Ying JIANG ; Wei GAO ; Jing GAO ; Jing LING ; Jian PAN ; Pei-Fang XIAO ; Jun LU ; Hai-Long HE ; Yi WANG ; Jie LI ; Jian-Qin LI ; Yi-Huan CHAI ; Yi-Na SUN ; Shao-Yan HU
Journal of Experimental Hematology 2022;30(1):12-17
OBJECTIVE:
To analyze the efficacy of children with B-cell acute lymphoblastic leukemia (B-ALL) without prognostic fusion genes treated by CCLG-ALL 2008, and investigate the related factors affecting the recurrence of the patients.
METHODS:
B-ALL patients without prognostic fusion genes treated by the protocol of CCLG-ALL 2008 in our hospital from March 2008 to December 2012 were retrospectively analyzed. Follow-up time was ended in August 31, 2019. The median follow-up time was 92 months (range 0-136 months). Kaplan-Meier was used to detect the RFS, and COX multivariate regression analysis was employed to identify the independent factors affecting the recurrence of the patients.
RESULTS:
There were 140 males and 99 females enrolled in this study. The ratio of male to female was 1.41∶1. The median age was 4.4 years old and the median number of WBC at initial stage was 4.98×109/L. There were 77 cases relapsed during the observation while 162 without relapsed, 16 cases lost to follow-up and 72 cases died. The recurrence and mortality rate was 32.22% and 30.1%, respectively, in which 45 cases died of recurrence (62.5% of the total deaths). Univariate analysis showed that the age≥6 years old, WBC >100×109/L, the bone marrow blasts on day 15≥25%, the bone marrow minimal residual disease (MRD) at week 12 >10-4, and the higher risk were the main factors affecting the recurrence of the patients (P<0.05). Multivariate COX regression analysis showed that age≥6 years old, WBC >100×109/L, bone marrow MRD >10-4 at the 12th week were the independent risk factors affecting recurrence of the patients.
CONCLUSION
Age, initial WBC, and bone marrow MRD at the 12th week were correlated with recurrence in children with B-ALL without prognostic fusion genes, which can be used as prognostic indices of recurrence risk in clinical.
Antineoplastic Combined Chemotherapy Protocols
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Child
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Child, Preschool
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Disease-Free Survival
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Female
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Humans
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Male
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Neoplasm, Residual
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Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics*
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Prognosis
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Recurrence
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Retrospective Studies
8.Investigation on Correlation of Phase Behavior and Stability of Curcumin Self-nanoemulsion with Different Drug Loading After in Vitro Dispersion
Xu-long CHEN ; Xin-li LIANG ; Huan LIU ; Guo-wei ZHAO ; Jia-hao WEN ; Liao-qi OUYANG ; Qie-ying JIANG ; Zheng-gen LIAO
Chinese Journal of Experimental Traditional Medical Formulae 2021;27(1):154-161
Objective:To investigate the relationship between phase behavior of curcumin (CUR) from self-nanoemulsion drug delivery system (SNEDDS) and stability of the formed nanoemulsion in artificial gastrointestinal fluid. Method:The growth rate of precipitation after dispersion of CUR-SNEDDS was expressed by the change tendency of CUR supersaturation-time curve. The effect of drug loading on crystal nucleation and growth was investigated by ultraviolet-visible spectrometry and polarized light microscope, respectively. X-ray powder diffraction (XRD) and differential scanning calorimetry (DSC) were used to analyze the precipitation forms of CUR-SNEDDS with different drug loading in artificial gastrointestinal fluid. At the same time, the effect of drug loading on the quality stability of nanoemulsion formed by CUR-SNEDDS in artificial gastrointestinal fluid was investigated. Result:In the artificial gastrointestinal fluid, with the increase of drug loading, the area under the supersaturation-time curve of CUR was increased (100% drug loading≈90% drug loading>75% drug loading), the crystallization nucleation and growth rate were accelerated (100% drug loading>90% drug loading>75% drug loading), the amorphous proportion in the precipitation composition decreased, the nanoemulsion droplets adhered and distributed unevenly, the particle size and dispersivity were increased. Conclusion:High drug loading promotes the nucleation and growth of crystals, and increases the proportion of crystal forms in the precipitation composition, which leads to the decrease in the stability of the formed nanoemulsion. Therefore, it is suggested that the drug loading of CUR-SNEDDS needs to be controlled below 90%.
9.Study on the regulatory effect of herbal cake- partitioned moxibustion on colonic CD206, AMPK and TSC2 in rats with Crohn disease
Xiao-Qing DONG ; Xiao-Ying LI ; Xue-Jun WANG ; Xiao-Cong GUO ; Jun-Yi LONG ; Yun-Qiong LU ; Li LIU ; Jia-Ni CAOYAO ; Dan ZHANG ; Yuan LU ; Huan-Gan WU ; Chen XIE ; Xiao-Peng MA ; Yan-Ping YANG
Journal of Acupuncture and Tuina Science 2021;19(5):329-337
Objective: To explore the mechanism of herbal cake-partitioned moxibustion in Crohn disease (CD) treatment by observing the effect of herbal cake-partitioned moxibustion on protein expressions of colonic M2 macrophage marker CD206, AMP-activated protein kinase (AMPK) and tuberous sclerosis complex (TSC) 2. Methods: Twenty-six specific pathogen free male rats were randomly divided into a normal group, a model group and a herbal cake-partitioned moxibustion group. The CD model was prepared by enema with the mixture of 5% (W/V) 2,4,6- trinitrobenzene sulfonic acid (TNBS) and 50% ethanol at 2:1 (volume ratio). After the model was successfully prepared, rats in the herbal cake-partitioned moxibustion group received herbal cake-partitioned moxibustion at Qihai (CV 6) and bilateral Tianshu (ST 25). Hematoxylin-eosin (HE) staining was used to observe the histopathological changes of rat colon; immunohistochemical technique was used to detect the expression of colonic CD206 protein; Western blot, immunofluorescence, and real-time fluorescence quantitative polymerase chain reaction (RT-qPCR) technologies were used to detect the protein and mRNA expressions of colonic AMPK and TSC2. Results: Compared with the normal group, rats in the model group showed damaged colonic mucosa, missing of the epithelial layer, thickened submucosa, vascular proliferation, massive infiltration of monocytes and lymphocytes, and cracked ulcers that reached the muscle layer. Rats in the herbal cake-partitioned moxibustion group showed reduced intestinal inflammation and healing intestinal epithelium ulcers. Compared with the normal group, rat colonic CD206 protein expression, and the protein and mRNA expressions of colonic AMPK and TSC2 were decreased in the model group (all P<0.01); compared with the model group, rat colonic CD206 protein expression was increased (P<0.01), as well as the protein and mRNA expressions of AMPK and TSC2 in the herbal cake-partitioned moxibustion (all P<0.05). Conclusion: Herbal cake-partitioned moxibustion can reduce intestinal inflammation in CD rats, increase colonic CD206 protein expression, and up-regulate the protein and mRNA expressions of colonic AMPK and TSC2.
10.Japanese Encephalitis in China in the Period of 1950-2018: From Discovery to Control.
Xiao Jing CHEN ; Huan Yu WANG ; Xiao Long LI ; Xiao Yan GAO ; Ming Hua LI ; Shi Hong FU ; Ying HE ; Fan LI ; Qi Kai YIN ; Song Tao XU ; Dan WU ; Yi Xing LI ; Zun Dong YIN ; Guang YANG ; Guo Dong LIANG
Biomedical and Environmental Sciences 2021;34(3):175-183

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