1.Therapeutic Effects of Xiao Xumingtang Combined with Electroacupuncture on Cerebral Ischemia/Reperfusion Injury via NLRP3/GSDMD/Caspase-1 Pathway
Wei MAO ; Haiyang WU ; Ying WANG ; Haitao WANG ; Haisheng JI ; Junyu ZHANG ; Chenglong LI
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(19):39-47
ObjectiveTo comprehensively elucidate the potential mechanisms of Xiao Xumingtang (XXMT) combined with electroacupuncture (EA) collaboratively in alleviating cerebral ischemia/reperfusion (I/R) injury. MethodThe rat model of cerebral I/R injury was established using the modified suture-occluded method. Seven days after modeling, rats in the XXMT+EA groups were administered XXMT at low (15 g·kg-1), medium (30 g·kg-1), and high (60 g·kg-1) doses, alongside daily 20-min EA treatment (stimulating acupoints GV14 and GV20). Cerebral infarction and neuronal damage were evaluated using the Zea Longa test score, TTC staining, and TUNEL staining. Real-time fluorescence quantitative PCR and Western blot were used to detect the expression of NOD-like receptor hot protein domain related protein 3 (NLRP3), Gasdermin D (GSDMD), cysteinyl aspartate specific proteinase-1 (Caspase-1), interleukin-1β (IL-1β), and interleukin-18 (IL-18) in the ischemic area of the cerebral cortex. ResultCompared with the sham group, the I/R group showed a significant increase in neurological deficit scores and infarct volume (P<0.01), along with a higher apoptosis rate of cortical neurons and elevated mRNA and protein expression levels of NLRP3, GSDMD, Caspase-1, IL-1β, and IL-18 (P<0.05). In contrast, the medium- and high-dose XXMT combined with EA treatment significantly reduced neurological deficit scores and infarct volume (P<0.01), and decreased the apoptosis rate of cortical neurons as well as the mRNA and protein expression levels of NLRP3, GSDMD, Caspase-1, IL-1β, and IL-18 (P<0.05). The improvement showed a dose-dependent relationship with XXMT. ConclusionThe combined use of XXMT and EA can exert neuroprotective effects by modulating the NLRP3/GSDMD/Caspase-1 signaling pathway, thereby reducing neurological deficits, minimizing brain infarct size, and improving cortical neuronal damage.
2.Analysis of effects and influencing factors of continuous renal replacement therapy in severe burn patients complicated with acute kidney injury
Xue HENG ; Changmin LI ; Wei LIU ; Ning LI ; Zhiqiang YUAN ; Yizhi PENG ; Haisheng LI ; Gaoxing LUO
Chinese Journal of Burns 2024;40(5):468-475
Objective:To preliminarily evaluate the effects and analyze the influencing factors of continuous renal replacement therapy (CRRT) in severe burn patients complicated with acute kidney injury (AKI).Methods:This study was a retrospective case series study. From January 2010 to December 2020, 79 severe burn patients complicated with AKI who received CRRT and met the inclusion criteria were admitted to the First Affiliated Hospital of Army Medical University (the Third Military Medical University). The general data (the same below) of all patients were collected, including gender, age, body mass index, burn area, burn index, cause of injury, whether combined with inhalation injury, acute physiology and chronic health status evaluation Ⅱ (APACHE Ⅱ) score and sepsis-related organ failure assessment (SOFA) score on admission, admission time after burn, and time of AKI after admission. The total efficacy of CRRT, including overall effective rate, complete effective rate, partial effective rate, ineffective rate, and deterioration rate, creatinine, urea, cystatin C, and fluid overload rate before and after treatment, in-hospital mortality, predictive mortality based on Baux scoring model, the most common cause of death, and length of hospital stay were recorded. According to the effect of CRRT, the patients were divided into effective group (42 patients) and ineffective group (37 patients). The general information of patients, the time to initiate CRRT after the occurrence of AKI, the duration of CRRT, etiology of AKI, AKI stage before CRRT initiation, CRRT mode, anticoagulant type, and in-hospital mortality were compared between the two groups of patients. The independent influencing factors for CRRT in severe burn patients complicated with AKI were screened. According to the etiology of AKI, the patients were divided into prerenal group (22 patients) and renal group (57 patients). The general information of patients, the time to initiate CRRT after the occurrence of AKI, the duration of CRRT, and total efficacy of CRRT (except for the most common cause of death) were compared between the two groups of patients.Results:Among the 79 patients, 73 cases were male and 6 cases were female, with age of (46±14) years, body mass index of (24.0±2.9) kg/m 2, total burn area of (69±26)% total body surface area (TBSA), full-thickness burn area of (44±25)%TBSA, and burn index of 57 (36, 76). There were 36 cases of flame burns, 19 cases of electrical burns, 16 cases of hydrothermal burns, 6 cases of explosive burns, and 2 cases of chemical burns. Thirty-nine patients were complicated with inhalation injury. The APACHE Ⅱ score was 16 (12, 18) and the SOFA score was 11 (5, 13) on admission. The patients were admitted to the hospital on 0 (0, 2) d after burn, and AKI occurred on 0 (0, 6) d after admission. The overall effective rate of CRRT was 53.16% (42/79), the complete effective rate was 30.38% (24/79), the partial effective rate was 22.78% (18/79), the ineffective rate was 31.65% (25/79), and the deterioration rate was 15.19% (12/79). The creatinine and urea of patients after treatment were significantly lower than those before treatment (with Z values of -3.26 and -2.54, respectively, P<0.05); there were no statistically significant differences in the cystatin C and fluid overload rate of patients before and after treatment ( P>0.05). The in-hospital mortality of patients was 17.72% (14/79), and the predictive mortality based on Baux scoring model was 75.10% (18.94%, 91.84%). The most common cause of death was multiple organ failure, and the length of hospital stay was 39.43 (11.52, 110.58) d. There were statistically significant differences in the full-thickness burn area, the duration of CRRT, and etiology of AKI of patients between effective group and ineffective group (with Z values of -1.99 and -2.90, respectively, χ2=5.58, P<0.05). There were no statistically significant differences in the other indicators ( P>0.05). The etiology of AKI and full-thickness burn area were the independent influencing factors for CRRT in severe burn patients complicated with AKI (with odds ratios of 4.21 and 1.03, respectively, 95% confidence intervals of 1.20-14.80 and 1.00-1.05, respectively, P<0.05). There were statistically significant differences in the cause of injury, overall effective rate of CRRT, total burn area, burn index, admission time after burn, time of AKI after admission, the time to initiate CRRT after the occurrence of AKI, and predictive mortality based on Baux score model of patients between prerenal group and renal group (with χ2 values of 12.59 and 5.58, respectively, Z values of 2.46, 2.43, -2.43, -4.03, -3.01, and -2.31, respectively, P<0.05). Before treatment, urea and cystatin C of patients in renal group were significantly higher than those in prerenal group (with Z values of -2.98 and -2.77, respectively, P<0.05), and the liquid overload rate was significantly lower than that in prerenal group ( Z=-2.99, P<0.05); after treatment, the cystatin C of patients in renal group was significantly higher than that in prerenal group ( Z=-2.08, P<0.05); there were no statistically significant differences in the other indicators ( P>0.05). Conclusions:CRRT can significantly improve renal function, avoid fluid overload, and alleviate renal injury in severe burn patients complicated with AKI. Prerenal AKI is the main independent influencing factor leading to ineffective CRRT.
3.Effect of bluetongue virusinfection on type Ⅰ interferon response in BHK-21 cells
Shimei LUO ; Yunyi CHEN ; Qisha LI ; Yanmei ZHOU ; Yifei WANG ; Xinyu LIAO ; Xuer-Ou HU ; Yuanjian WEI ; Mengqin LI ; Meng ZHU ; Xun ZHANG ; Beirui CHEN ; Xianping MA ; Jiarui XIE ; Meiling KOU ; Haisheng MIAO ; Fang LI ; Huashan YI
Chinese Journal of Veterinary Science 2024;44(8):1639-1644,1690
Bluetongue virus is an arbovirus that seriously harms ruminants such as sheep,this study aims to investigate the molecular mechanism of bluetongue virus infection and host cell interferon antiviral immune response.The study was conducted to characterize the mRNA expression of inter-feron pathway genes by real-time fluorescence quantitative PCR,as well as Western blot analysis of MDA5,TRAF3,RIG-Ⅰ,and TBK1 protein expression in BHK-21 cells induced by BTV with a multiplicity of infections(MOI)of 1 for 18,24,and 36 h.The results showed that the most pro-nounced changes in the expression of interferon signaling pathway genes were observed at 24 h of induction,the gene mRNA expression levels of the IFN-α,IFN-β,RIG-Ⅰ,TBK1,MDA5,VISA,and TRAF3 genes were upregulated.However,the mRNA expression levels of IKKε and TRAF6 genes were downregulated.At the protein level,MDA5 and TBK1 proteins were upregulated while RIG-1 and TRAF3 proteins were downregulated,which showed that BTV infection induces a typeⅠ interferon immune response in BHK-21 cells.This study lays the foundation for further exploring the antiviral immunity mechanism of IFN-Ⅰ signaling pathway regulatory genes in host cells infected with BTV infection.
4.Chinese Medicine Regulates mTOR Signaling Pathway to Prevent and Treat Osteoporosis: A Review
Yize WU ; Xingyong LI ; Xiyan LYU ; Baohua YUAN ; Haisheng LIN ; Xiaotao WEI
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(23):253-263
Osteoporosis (OP), a common systemic skeletal disease in the elderly, is characterised by bone loss and bone microstructural degeneration. Its clinical manifestations include increased bone fragility and bone pain. Furthermore, OP increases the risk of fracture due to the high bone fragility, which leads to lifelong disability or death, imposing a heavy economic and psychological burden on the patients and their families. The pathogenesis of OP is extremely complex and associated with a variety of factors such as proliferation and differentiation of osteoblasts, impairment of osteoclast activity and function, and abnormalities in autophagy activation. Recent studies have found that mammalian target of rapamycin (mTOR) signaing pathway is involved in the regulation of bone homeostasis, which can promote bone formation and improve bone metabolism and bone microstructure by regulating osteoblast proliferation and differentiation and osteoclast function and activating cellular autophagy, thus playing a crucial role in the prevention and treatment of OP. The prevention and treatment of OP with Chinese medicine has a long history, clear efficacy, multiple targets of action, low adverse effects, and wide medicine sources. Therefore, this paper briefly describes the role of mTOR signaling pathway in the development of OP by reviewing the latest research reports and summarizes in detail the latest research results on the treatment of OP with Chinese medicine extracts and prescriptions via the mTOR signaling pathway. This review aims to provide a basis for the in-depth research on the relationship between mTOR signaling pathway and OP and the clinical application of traditional Chinese medicine in the prevention and treatment of OP.
5.Research progress in antenna technology for microwave imaging of stroke
Haisheng ZHANG ; Xu NING ; Lin XU ; Wei ZHUANG ; Zelin BAI ; Lilong ZHOU ; Jia XU ; Feng WANG ; Mingsheng CHEN
International Journal of Biomedical Engineering 2023;46(3):231-239
The diagnostic technology of acute stroke by microwave imaging has the advantages of being non-ionizing, fast, small, and low-cost. Therefore, this technology is expected to become an auxiliary or alternative means to CT and MRI technology. As the signal transmitting and receiving device of the microwave imaging system, the antenna has an important influence on the performance of the imaging system. At present, there are many antennas with different performances used in imaging systems, but there is a lack of clear evaluation criteria for them. In this paper, several typical antennas were introduced, their advantages and disadvantages from the perspective of bandwidth and near-field were analyzed, and the common requirements of imaging systems for antennas and the performance indicators of various types of imaging systems were summarized. Moreover, the development trend of antenna technology for microwave imaging was pointed out to provide a reference for the study of stroke microwave imaging technology.
6.Paying more attention to burn induced coagulopathy
Gaoxing LUO ; Qingrong ZHANG ; Wei QIAN ; Haisheng LI
Chinese Journal of Burns 2023;39(5):401-406
Burn induced coagulopathy (BIC) is one of the common complications after burn injury. The types and clinical manifestations of BIC vary dramatically, which frequently leads serious consequences. However, at present BIC does not attract enough attention in clinic. In order to prevent and treat BIC more effectively, the authors suggest that it is necessary to strengthen coagulation surveillance, operation management, infection control, rational application of drugs, prevention and treatment of deep vein thrombosis, relative clinical and basic research, and others.
7.The long-circulating effect of pegylated nanoparticles revisited via simultaneous monitoring of both the drug payloads and nanocarriers.
Wufa FAN ; Haixia PENG ; Zhou YU ; Luting WANG ; Haisheng HE ; Yuhua MA ; Jianping QI ; Yi LU ; Wei WU
Acta Pharmaceutica Sinica B 2022;12(5):2479-2493
The long-circulating effect is revisited by simultaneous monitoring of the drug payloads and nanocarriers following intravenous administration of doxorubicin (DOX)-loaded methoxy polyethylene glycol-polycaprolactone (mPEG-PCL) nanoparticles. Comparison of the kinetic profiles of both DOX and nanocarriers verifies the long-circulating effect, though of limited degree, as a result of pegylation. The nanocarrier profiles display fast clearance from the blood despite dense PEG decoration; DOX is cleared faster than the nanocarriers. The nanocarriers circulate longer than DOX in the blood, suggesting possible leakage of DOX from the nanocarriers. Hepatic accumulation is the highest among all organs and tissues investigated, which however is reversely proportionate to blood circulation time. Pegylation and reduction in particle size prove to extend circulation of drug nanocarriers in the blood with simultaneous decrease in uptake by various organs of the mononuclear phagocytic system. It is concluded that the long-circulating effect of mPEG-PCL nanoparticles is reconfirmed by monitoring of either DOX or the nanocarriers, but the faster clearance of DOX suggests possible leakage of a fraction of the payloads. The findings of this study are of potential translational significance in design of nanocarriers towards optimization of both therapeutic and toxic effects.
8.Effects of Shuanghuanglian oral liquids on patients with COVID-19: a randomized, open-label, parallel-controlled, multicenter clinical trial.
Li NI ; Zheng WEN ; Xiaowen HU ; Wei TANG ; Haisheng WANG ; Ling ZHOU ; Lujin WU ; Hong WANG ; Chang XU ; Xizhen XU ; Zhichao XIAO ; Zongzhe LI ; Chene LI ; Yujian LIU ; Jialin DUAN ; Chen CHEN ; Dan LI ; Runhua ZHANG ; Jinliang LI ; Yongxiang YI ; Wei HUANG ; Yanyan CHEN ; Jianping ZHAO ; Jianping ZUO ; Jianping WENG ; Hualiang JIANG ; Dao Wen WANG
Frontiers of Medicine 2021;15(5):704-717
We conducted a randomized, open-label, parallel-controlled, multicenter trial on the use of Shuanghuanglian (SHL), a traditional Chinese patent medicine, in treating cases of COVID-19. A total of 176 patients received SHL by three doses (56 in low dose, 61 in middle dose, and 59 in high dose) in addition to standard care. The control group was composed of 59 patients who received standard therapy alone. Treatment with SHL was not associated with a difference from standard care in the time to disease recovery. Patients with 14-day SHL treatment had significantly higher rate in negative conversion of SARS-CoV-2 in nucleic acid swab tests than the patients from the control group (93.4% vs. 73.9%, P = 0.006). Analysis of chest computed tomography images showed that treatment with high-dose SHL significantly promoted absorption of inflammatory focus of pneumonia, which was evaluated by density reduction of inflammatory focus from baseline, at day 7 (mean difference (95% CI), -46.39 (-86.83 to -5.94) HU; P = 0.025) and day 14 (mean difference (95% CI), -74.21 (-133.35 to -15.08) HU; P = 0.014). No serious adverse events occurred in the SHL groups. This study illustrated that SHL in combination with standard care was safe and partially effective for the treatment of COVID-19.
COVID-19
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Humans
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Medicine, Chinese Traditional
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Research
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SARS-CoV-2
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Treatment Outcome
9.Mechanism of transcriptional regulation of Meox1 by transforming growth factor β 1 and its effect on cell migration of adult human dermal fibroblasts
Zhiyuan WEI ; Haisheng LI ; Junyi ZHOU ; Chao HAN ; Hui DONG ; Yuzhang WU ; Weifeng HE ; Yi TIAN ; Gaoxing LUO
Chinese Journal of Burns 2020;36(3):224-233
Objective:To explore the transcriptional regulation mechanism of transforming growth factor β 1 (TGF-β 1) on Meox1 and its effect on cell migration of adult human dermal fibroblasts (HDF-a). Methods:(1) HDF-a cells were cultured in RPMI 1640 complete medium (hereinafter referred to as routinely cultured). The cells were divided into TGF-β 1 stimulation group and blank control group. The cells in TGF-β 1 stimulation group were stimulated with 10 μL TGF-β 1 in the mass concentration of 1 mg/μL, while the cells in blank control group were stimulated with the equal volume of phosphate buffer solution. After 72 hours in culture, partial cells in both groups were collected for transcriptome sequencing. The genes with differential expression ratio greater than or equal to 2 and P<0.01 between the two groups were selected to perform enrichment analysis and analysis of metabolic pathways of the Kyoto Gene and Genome Encyclopedia with, and the expression value of Meox1 per million transcripts (TPM) was recorded ( n=3). Partial cells from the two groups were used to detect the Meox1 mRNA expression by real-time fluorescent quantitative reverse transcription polymerase chain reaction (RT-PCR) ( n=3). (2) Cultured HDF-a cells in the logarithmic growth phase (the same growth phase of cells below) were divided into empty plasmid group, Smad2 overexpression (OE) group, Smad3 OE group, and Smad4 OE group, which were transfected respectively with 2 μg empty pcDNA3.1 plasmid and pcDNA3.1 plasmids separately carrying Smad2, Smad3, and Smad4 for 6 hours, and then were routinely cultured for 48 hours. The Meox1 mRNA expression in the transfected cells of each group was detected by real-time fluorescent quantitative RT-PCR ( n=3). (3) HDF-a cells were routinely cultured and grouped the same as in experiment (1). After 72 hours in culture, the enrichment of Smad2, Smad3, and Smad4 protein on the Meox1 promoter in the cells of each group was detected by chromatin immunoprecipitation-quantitative PCR (ChIP-qPCR) ( n=3). (4) HDF-a cells were routinely cultured and divided into negative interference group, small interference RNA (siRNA)-Smad2 group, siRNA-Smad3 group, siRNA-Smad4 group, empty plasmid group, Smad2 OE group, Smad3 OE group, and Smad4 OE group, which were transfected respectively with 50 μmol/L random siRNA, siRNA-Smad2, siRNA-Smad3, siRNA-Smad4, 2 μg empty pcDNA3.1 plasmid and pcDNA3.1 plasmids separately carrying Smad2, Smad3, and Smad4 for 6 hours and then routinely cultured for 48 hours. The enrichment of Smad2, Smad3, and Smad4 protein on the Meox1 promoter in the cells of corresponding group was detected by ChIP-qPCR ( n=3). (5) Two batches of HDF-a cells were cultured and divided into negative interference group, siRNA-Meox1 group, empty plasmid group, and Meox1 OE group, which were transfected respectively with 50 μmol/L random siRNA, siRNA-Meox1, 2 μg empty pcDNA3.1 plasmid and pcDNA3.1 plasmid carrying Meox1 for 6 hours and then routinely cultured for 24 hours. One batch of cells were subjected to scratch test with the scratch width being observed 24 hours after scratching and compared with the initial width for scratch wound healing; the other batch of cells were subjected to Transwell assay, in which the migrated cells were counted after being routinely cultured for 24 hours ( n=3). (6) From January 2018 to June 2019, 3 hypertrophic scar patients (2 males and 1 female, aged 35-56 years) were admitted to the First Affiliated Hospital of Army Medical University (the Third Military Medical University) 8-12 months after burns. The scar tissue and normal skin tissue along the scar margin resected during surgery were taken, and immunohistochemical staining was performed to observe the distribution of Meox1 protein expression. Data were statistically analyzed with one-way analysis of variance and independent sample t test. Results:(1) After 72 hours in culture, a total of 843 genes were obviously differentially expressed between the two groups, being related to tissue repair, cell migration, inflammatory cell chemotaxis induction process and potential signaling pathways such as tumor necrosis factor, interleukin 17, extracellular matrix receptor. The TPM value of Meox1 in the cells of blank control group was 45.9±1.9, which was significantly lower than 163.1±29.5 of TGF-β 1 stimulation group ( t=6.88, P<0.01) with RNA-sequencing. After 72 hours in culture, the Meox1 mRNA expression levels in the cells of blank control group was 1.00±0.21, which was significantly lower than 11.00±3.61 of TGF-β 1 stimulation group ( t=4.79, P<0.01). (2) After 48 hours in culture, the Meox1 mRNA expression levels in the cells of Smad2 OE group, Smad3 OE group, and Smad4 OE group were 198.70±11.02, 35.47±4.30, 20.27±2.50, respectively, which were significantly higher than 1.03±0.19 of empty plasmid group ( t=31.07, 13.80, 13.12, P<0.01). (3) After 72 hours in culture, the enrichment of Smad2, Smad3, and Smad4 protein on the promoter of Meox1 in the cells of TGF-β 1 stimulation group was significantly higher than that of blank control group respectively ( t=12.99, 41.47, 29.10, P<0.01). (4) After 48 hours in culture, the enrichment of Smad2 protein on the promoter of Meox1 in the cells of negative interference group was (0.200 000±0.030 000)%, significantly higher than (0.000 770±0.000 013)% of siRNA-Smad2 group ( t=11.67, P<0.01); the enrichment of Smad2 protein on the promoter of Meox1 in the cells of empty plasmid group was (0.200 000±0.040 000)%, significantly lower than (0.700 000±0.090 000)% of Smad2 OE group ( t=8.85, P<0.01). The enrichment of Smad3 protein on the promoter of Meox1 in the cells of negative interference group was (0.500 0±0.041 3)%, significantly higher than (0.006 0±0.001 3)% of siRNA-Smad3 group ( t=17.79, P<0.01); the enrichment of Smad3 protein on the promoter of Meox1 in the cells of empty plasmid group was (0.470 0±0.080 0)%, which was significantly lower than (1.100 0±0.070 0)% of Smad3 OE group ( t=9.93, P<0.01). The enrichment of Smad4 protein on the promoter of Meox1 in the cells of negative interference group was similar to that of siRNA-Smad4 group ( t=2.11, P>0.05); the enrichment of Smad4 protein on the promoter of Meox1 in the cells of empty plasmid group was similar to that of Smad4 OE group ( t=0.60, P>0.05). (5) Twenty-four hours after scratching, the scratch healing width of cells in siRNA-Meox1 group was narrower than that of negative interference group, while that of Meox1 OE group was wider than that of empty plasmid group. After 24 hours in culture, the number of migration cells in negative interference group was significantly higher than that in siRNA-Meox1 group ( t=9.12, P<0.01), and that in empty plasmid group was significantly lower than that in Meox1 OE group ( t=8.99, P<0.01). (6) The expression of Meox1 protein in the scar tissue was significantly higher than that in normal skin of patients with hypertrophic scars. Conclusions:TGF-β 1 transcriptionally regulates Meox1 expression via Smad2/3 in HDF-a cells, thus promoting cell migration.
10.Cooperation and subject analysis of the research of ω-3 unsaturated fatty acids
Liming WEI ; Jinhui TIAN ; Yue SUN ; Haisheng JIAO
Chinese Journal of Clinical Nutrition 2019;27(1):33-41
Objective To learn the latest progress in the research of ω-3 unsaturated fatty acids and provide references for the related investigator through visualized analysis of the research of ω-3 unsaturated fatty acids published in our country.Methods China Biology Medicine disc was searched by computer from the beginning until December 31,2017.Bibliographic Item Co-occurrence Mining System (BICOMS) was used to extract and summarize the data of age,author,organization,province and key words and to produce a co-occurrence matrix.NetDraw of Ucinet 6.0 was employed to draw the social network diagram of the author,organization,province and key words.And cluster analysis of the key words was performed by gCLUTO 2.0.Results A total of 1 165 studies involviug 30 provinces and cities,854 research units,3 789 authors and 1 016 significative key words were included.The cooperation of author,organization and province needed to be further strengthened.The study focused on 3 aspects:the effects of unsaturated fatty acids on apoptosis/lipid in mice/rats with related genes of diabetes/cardiovascular disease/coronary artery disease;meta-analysis of immunonutrition to improve tumor/inflammation/sepsis;effect of fish oil fat emulsion on interleukin/C reactive protein in pneumonia/lung injury.Conclusions The research of ω-3 unsaturated fatty acids develops rapidly in China,but it is mainly concentrated in a few centers of cooperation agencies.There is little cooperation among different provinces,cities,areas,and organizations and the research topics needs to be further expanded.

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