1.Comparison of the effects of three time series models in predicting the trend of erythrocyte blood demand
Yajuan QIU ; Jianping ZHANG ; Jia LUO ; Peilin LI ; Mengzhuo LUO ; Qiongying LI ; Ge LIU ; Qing LEI ; Kai LIAO
Chinese Journal of Blood Transfusion 2025;38(2):257-262
[Objective] To analyse and predict the tendencies of using erythrocyte blood in Changsha based on the autoregressive integrated moving average (ARIMA) model, long short-term memory (LSTM) and ARIMA-LSTM combination model, so as to provide reliable basis for designing a feasible and effective blood inventory management strategy. [Methods] The data of erythrocyte usage from hospitals in Changsha between January 2012 and December 2023 were collected, and ARIMA model, LSTM model and ARIMA-LSTM combination model were established. The actual erythrocyte consumption from January to May 2024 were used to assess and verify the prediction effect of the models. The extrapolation prediction accuracy of the models were tested using two evaluation indicators: mean absolute percentage error (MAPE) and root mean square error (RMSE), and then the prediction performance of the model was compared. [Results] The RMSE of LSTM model, optimal model ARIMA(1,1,1)(1,1,1)12 and ARIMA-LSTM combination model were respectively 5 206.66, 3 096.43 and 2 745.75, and the MAPE were 18.78%,11.54% and 9.76% respectively, which indicated that the ARIMA-LSTM combination model was more accurate than the ARIMA model and LSTM model, and the prediction results was basically consistent with the actual situation. [Conclusion] The ARIMA-LSTM model can better predict the clinical erythrocyte consumption in Changsha in the short term.
2.Mechanism of SOS1-IT1 promoting EZH2 expression in human endometrial cancer cells by regulating acetylation modification
Hong-Yang LIU ; Xue-Ling LOU ; Rong-Jing ZHANG ; Quan-Ling FENG ; Kai-Ge GUO ; Hao-Fan WANG ; Ying-Ying LI ; Jun-Hu WAN ; Lin-Dong ZHANG
Acta Anatomica Sinica 2025;56(4):444-451
Objective To explore the molecular mechanism by which SOS Ras/Rac guanine nucleotide exchange factor 1-intronic transcript 1(SOS1-IT1)affects enhancer of zeste homolog 2(EZH2)protein expression in endometrial cancer cells Ishikawa and RL95-2.Methods Lentiviral transfection of short hairpin RNA(shRNA)and overexpression plasmid were used in Ishikawa and RL95-2 cell lines to knock down and overexpress SOS1-IT1.The mechanism of EZH2 expression regulation was studied using Real-time PCR,Western blotting,and chromatin immunoprecipitation.Results The expression of SOS1-IT1 and EZH2 genes was positively correlated in endometrial cancer tissues.Knocking down SOS1-IT1 significantly reduces the expression of EZH2,inhibited the proliferation and migration of Ishikawa and RL95-2 cells,and could reduced the acetylation of histone H3 at position 27(H3K27)and the enrichment of CREB binding protein(CBP)in the EZH2 gene promoter region.Overexpression of SOS1-IT1 could increased the expression of EZH2 and enhance the acetylation of H3K27 and the enrichment of CBP.CBP could bind to SOS1-IT1 RNA,and this binding ability was weakened when CBP was knocked down.Conclusion SOS1-IT1 can promote the expression level of EZH2 in endometrial cancer cells Ishikawa and RL95-2 by regulating the acetylation modification level of the EZH2 gene promoter region,thereby affecting the proliferation and migration ability of endometrial cancer cells.
4.Cross-Sectional Analysis of the Relationship Between Bedtime Procrastination and Fear of Missing Out and the Effect of Exercise Intervention.
Jun-Ge PENG ; Meng-Ying ZHANG ; Jiang XIAO ; Kai-Xin LI ; Yue ZHAO ; Yan LI
Acta Academiae Medicinae Sinicae 2025;47(2):175-181
Objective To explore the relationship between bedtime procrastination and fear of missing out and the intervention effect of aerobic exercise on bedtime procrastination,so as to provide a theoretical basis and practical reference for remedying bedtime procrastination.Methods Totally 988 students were selected through random sampling and then surveyed with the bedtime procrastination scale and the fear of missing out scale.Correlation and regression analyses were performed to explore the relationship between bedtime procrastination and fear of missing out.A total of 36 students were recruited from the 988 students to participate in the exercise intervention and they were assigned into an exercise group and a control group by the random number table method,with 18 students in each group.The exercise group performed aerobic exercise for 12 weeks,while the control group maintained daily activities.The participants' scores on the bedtime procrastination scale and the fear of missing out scale were recorded before and after the intervention and compared.Results The fear of missing out was positively correlated with bedtime procrastination among college students(r=0.214,P<0.001),and it was an important predictive factor for bedtime procrastination(β=0.241,P<0.001).After the intervention,the scores of bedtime procrastination scale decreased in the exercise group(t=2.277,P=0.036),while there was no significant difference in the scores of the control group before and after intervention(t=-0.787,P=0.442).Conclusions A high level of fear of missing out indicates severe bedtime procrastination.And 12-week exercise intervention could remedy bedtime procrastination.
Humans
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Fear
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Exercise
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Male
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Female
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Procrastination
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Young Adult
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Cross-Sectional Studies
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Students/psychology*
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Adult
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Surveys and Questionnaires
;
Adolescent
5.Effects of alcoholic extract of Gnaphalium affine on oxidative stress and intestinal flora in rats with chronic obstructive pulmonary disease.
Da-Huai LIN ; Xiang-Li YE ; Guo-Hong YAN ; Kai-Ge WANG ; Yu-Qin ZHANG ; Huang LI
China Journal of Chinese Materia Medica 2025;50(15):4110-4119
The efficacy mechanism of the alcoholic extract of Gnaphalium affine was investigated by observing its influence on oxidative stress and intestinal flora in rats modeled for chronic obstructive pulmonary disease(COPD). UPLC-MS was used to evaluate the quality of the alcoholic extract of G. affine, and 72 rats were randomly divided into six groups, with COPD models established in five groups by cigarette smoke combined with airway drip lipopolysaccharide, and the rats were given the positive drug of Danlong Oral Solution, as well as low-, medium-, and high-doses alcoholic extract of G. affine, respectively. After two weeks of continuous gastric gavage, the body weights and general morphology observations were performed; HE staining and Masson staining were used to verify the effects of the alcoholic extract of G. affine on alveolar inflammation and collagen deposition area in COPD rats; the oxidative stress indexes CAT and GSH in serum and SOD and MDA in lung tissue of the rats were measured, and the mRNA expression of HO-1, Nrf2, and NQO1 were determined by qRT-PCR. The protein expressions of HO-1, Nrf2, and NQO1 were determined by the Western blot method, and the mechanism by which the alcoholic extract of G. affine affected oxidative stress in COPD rats was explored. Finally, the influence of G. affine on the changes in intestinal flora caused by COPD was studied by 16S rRNA sequencing. The results showed that a total of 121 chemical components were identified by UPLC-MS, including 70 positive and 51 negative ion modes. In animal experiments, it was found that the alcoholic extracts of G. affine were able to reduce the percentage of collagen deposition, affect the oxidative stress indexes such as CAT, GSH, SOD, MDA, as well as the mRNA and protein expression of Nrf2, HO-1, and NQO1. The 16S rRNA sequencing results showed an increase in the level of Lactobacillales and a decrease in the level of Desulfovibrio and Desulfovibrionales, suggesting that the alcoholic extracts of G. affine could reverse the changes in intestinal flora caused by COPD. In conclusion, the alcoholic extracts of G. affine may exert anti-COPD effects by affecting the oxidative stress pathway and modulating the changes in intestinal flora.
Animals
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Oxidative Stress/drug effects*
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Pulmonary Disease, Chronic Obstructive/genetics*
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Rats
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Male
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Gastrointestinal Microbiome/drug effects*
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Rats, Sprague-Dawley
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Drugs, Chinese Herbal/administration & dosage*
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NF-E2-Related Factor 2/metabolism*
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Humans
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Lung/metabolism*
6.Clinical analysis of clavicle anatomical plate in the treatment of AllmanⅡC type of clavicle fracture.
Jian-Zhong GE ; Jin-Rui GU ; Peng XU ; Zhi-Ling ZHANG ; Kai WANG
China Journal of Orthopaedics and Traumatology 2025;38(7):711-715
OBJECTIVE:
To evaluate the clinical efficacy and safety of clavicular anatomical plate in the treatment of clavicular Allmanic fracture.
METHODS:
Between January 2016 and December 2022, 27 patients with Allman ⅡC distal clavicle fractures were treated with clavicular anatomical plate. There were 19 males and 8 females, aged from 16 to 69 years old, with an average of (39.74±12.71) years old. There were 15 patients on the left side and 12 patients on the right side. There were 15 patients with single clavicle fracture and 12 patients complicated with other parts of the body or organ injury. The broken ends of the fractures were fixed with clavicular anatomical plate, including common compression clavicular anatomical plate in 19 patients and locking clavicular anatomical plate in 8 patients. The operation time and hospitalization days were recorded. Visual analogue scales (VAS) were utilized to assess subjective pain levels both preoperatively and 3 days postoperatively. Postoperatively, patients were monitored at intervals of 1 to 3 months until X-ray films confirmed fracture healing. In accordance with the University of California, Los Angeles (UCLA) shoulder rating system, evaluations were conducted on postoperative pain alleviation, functional recovery, range of motion in forward flexion, strength in forward flexion, and patient satisfaction.
RESULTS:
All patients were followed up for a period ranging from 12 to 18 months with an average of (14.70±1.61) months, and all clavicular fractures achieved successful union. The wounds of 24 patients healed in one stage, and 3 patients developed bleeding and exudation, they were cured after dressing change. There were no complications such as infection, plate and screw fracture, vascular and nerve injury. The operation time was(67.56±11.01) min. Significant differences were observed in pain relief, functional improvement, range of motion for forward flexion, strength of forward flexion, patient satisfaction, and overall scores at preoperative, 3 months postoperatively, 6 months postoperatively, and at the final follow-up(P<0.001).
CONCLUSION
The utilization of clavicular anatomical plates for the management of Allman typeⅡC fractures can provide early and stable fixation without compromising the acromioclavicular joint, thereby enabling patients to commence early mobilization and ensuring optimal fracture healing.
Humans
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Male
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Female
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Clavicle/surgery*
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Adult
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Bone Plates
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Middle Aged
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Fractures, Bone/physiopathology*
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Adolescent
;
Aged
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Fracture Fixation, Internal/instrumentation*
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Young Adult
7.Clinical outcomes of using half liver and whole liver inflow blood flow blockade methods in liver resection surgery:a meta-analysis
Qin-yi LI ; Xian-he ZHANG ; Zi-qiang GE ; Yu SUN-XIN ; Yong-bo YU ; Guo-kai TAI ; Zhi-dong WANG
Chinese Journal of Current Advances in General Surgery 2024;27(12):948-956
Objective:To systematically evaluate the clinical outcomes of hemihepatic inflow occlusion(HHO)and total hepatic inflow occlusion(THO)in liver resection surgery.Method:Re-trieve the Cochrane Library,PubMed,EMbase,Ovid,Web of Science,CNKI,and WanFang Data databases,and search for journal articles published from January 1,2000 to January 31,2023,on randomized controlled trials(RCTs)comparing the effects of HHO and THO in liver resection.At the same time,two researchers independently screened literature based on inclusion and exclusion cri-teria,conducted meta-analysis using RevMan 5.4 and State17PM software.Result:Fifteen RCTs were ultimately included,including 624 patients.The meta-analysis results showed that HHO re-duced serum AST(MD=-104.75,95%CI:-134.45-75.06,P<0.05),ALT(MD=-155.37,95%CI:-182.90-127.85,P<0.05),and TBIL(MD=-6.28,95%CI:-8.07-4.48,P<0.05)on postoperative days 1,3,and 7 Compared to THO,the elevation of blood levels and reduction of intraoperative bleeding(MD=-66.21,95%CI:-116.49-15.94,P<0.05)were superior.THO is superior to HHO in shortening surgical time(MD=13.94,95%CI:4.77-23.12,P<0.05).There was no significant differ-ence between the two methods in hospital stay,hospital death rate and complication rate(P>0.05).Conclusion:compared with THO,the application of HHO in hepatectomy has less damage to liver function and less intraoperative bleeding,but the two methods have the similar effect in terms of hospitalization time,hospital mortality rate and complication rate.
8.Mechanism of circSKA3/miR-3163/ADAM9 gene axis regulating proliferation,migration,invasion and expressions of immune factors in ovarian cancer SKOV3 cells
Jian ZHANG ; Weiwei GE ; Donghua GU ; Kai GUO ; Xialiang LU
Chinese Journal of Immunology 2024;40(11):2304-2309
Objective:To explore mechanism of regulation of proliferation,migration,invasion and expressions of immune factors of ovarian cancer SKOV3 cells by circSKA3/miR-3163/disintegrin-metalloproteinase 9(ADAM9)gene axis.Methods:qRT-PCR was used to detect circSKA3 and miR-3163 expressions in ovarian cancer tissues and paracancerous tissues.Western blot was used to detect ADAM9 protein level in tissues.SKOV3 cells were selected for cell experiment in vitro,and divided into sh-NC group,sh-circSKA3 group,miR-NC group,miR-3163 group,sh-circSKA3+anti-miR-3163 group,sh-circSKA3+pcDNA-ADAM9 group.circSKA3 and miR-3163 expressions in SKOV3 cells were detected by qRT-PCR.CCK-8,scratch test and Transwell were used to detect cell proliferation activity,migration and invasion ability.ELISA was used to detect expressions of TNF-α,IL-6 and IL-10.Double luciferase report experiment verified targeting relationship between circSKA3 with miR-3163,miR-3163 and ADAM9.Western blot was used to detect levels of ADAM9,matrix metalloproteinase-2(MMP-2)and MMP-9 in SKOV3 cells.Results:Com-pared with paracancerous tissues,circ-SKA3 and ADAM9 expressions were increased,and miR-3163 expression was decreased in ovarian cancer tissues(P<0.05).Compared with sh-NC group/miR-NC group,sh-circSKA3 group/miR-3163 group showed decreased cell proliferative activity and healing rate,decreased number of invasive cells,MMP-2,MMP-9 proteins and TNF-α and IL-6 expres-sions were decreased,expression of IL-10 was increased(P<0.05).circSKA3 could targeting regulate expression of miR-3163,and miR-3163 could targeting bind to ADAM9(P<0.05).Compared with sh-circSKA3 group,cell proliferation activity and scratch healing rate in sh-circSKA3+anti-miR-3163 and sh-circSKA3+pcDNA-ADAM9 groups were increased,number of invasive cells was in-creased,MMP-2,MMP-9 protein and TNF-α,IL-6 expressions were increased,while expression of IL-10 was decreased(P<0.05).Conclusion:Silencing circSKA3 expression can reduce expression of ADAM9 by up-regulating miR-3163 expression,inhibit ovarian cancer cell proliferation,migration and invasion,and regulate immune factor expression.
9.The Efficacy and Safety of Venetoclax Combined with Azacitidine in the Treatment of Adult Patients with Acute Myeloid Leukemia Who Are Unfit for Intensive Chemotherapy
Kai-Yue WANG ; Bing-Ru FAN ; Qian-Wen ZHANG ; Meng-Ru HAN ; Xiao-Yan GE
Journal of Experimental Hematology 2024;32(2):342-346
Objective:To observe the clinical efficacy and safety of venetoclax(VEN)combined with azacitidine(AZA)in the treatment of adult acute myeloid leukemia(AML)patients who are unfit for intensive chemotherapy.Methods:The clinical data of 21 adult patients with unfit AML who were treated with VEN combined with AZA in the Second Hospital of Shanxi Medical University from January 2021 to May 2022 were collected,and the efficacy and safety were analyzed retrospectively.Results:After one course of treatment with VEN and AZA,16 out of 21 unfit AML patients reached complete remission(CR)/CR with incomplete hematologic recovery(CRi),2 patients reached partial remission(PR),the overall response rate(ORR)was 85.7%.Among the 16 patients with CR/CRi,13 achieved minimal residual disease(MRD)negativity.Among the 11 patients with adverse prognosis,8 achieved CR/CRi.By the deadline of follow-up,the median overall suivival(OS)of the entire cohort was not reached,with 1-year OS rate of 61.7%.The main adverse events of VEN combined with AZA were myelosuppression,gastrointestinal reactions and infections.There were 13 cases of leukopenia,7 cases of neutropenia,7 cases of anemia,4 cases of thrombocytopenia,and these hematologic adverse events were all grade 3-4.There were 11 cases with gastrointestinal reactions and 7 cases with infections.The above adverse events were controllable and tolerable.No tumor lysis syndrome or infection related death occurred.Conclusion:VEN combined with AZA can quickly achieve deep remission in adult patients with unfit AML,and it shows a good safety profile.
10.Determination of α-hydroxy acids in cosmetics by UHPLC-MS/MS
Ge RU ; Yong XU ; Jing HAN ; Kai ZHANG ; Xingsheng PENG ; Rong ZHENG
Shanghai Journal of Preventive Medicine 2024;36(4):399-408
ObjectiveTo establish a UHPLC-MS/MS quantitative method for the determination of glucuronic acid, tartaric acid, glycolic acid, malic acid, lactic acid, citric acid, DL-2-hydroxybutyric acid sodium, mandelic acid, benzilic acid, hydroxycaprylic acid, lactobionic acid, gluconic acid and N-acetylneuraminic acid in cosmetics. MethodsSamples were prepared by ultrasonic extraction, cleansed by precipitating reagent and followed by high-speed centrifugation of the extraction solution. The supernatant was filtered by 0.22 μm Millipore filter. The continued filtrate was taken for analysis. A reversed phase column, Poroshell 120 EC-C18 (2.7 μm, 4.6 mm×1 000 mm) was used with 0.1% formic acid buffer and acetonitrile as the mobile phase under the condition of gradient elution. The analytes were detected with electrospray ionization source in negative ion mode (ESI-) and multiple reactions monitoring (MRM), and quantified by external standard curve. ResultsThe method showed a good linearity of glucuronic acid, tartaric acid, malic acid, DL-2-hydroxybutyric acid sodium, benzilic acid, hydroxycaprylic acid and N-acetylneuraminic acid within the concentration range of 50.0‒2 000.0 μg·L-1 (r>0.995). The method showed a good linearity of glycolic acid, lactic acid, citric acid and mandelic acid within the concentration range of 100.0‒5 000.0 μg·L-1 (r>0.995). The method showed a good linearity of lactobionic acid and gluconic acid within the concentration range of 50.0‒5 000.0 μg·L-1 (r>0.995). The recoveries were in the range of 92.3%‒114.1%; the relative standard deviations (RSD) were in the range of 0.9%‒6.0% (n=3). The detection limits of glucuronic acid, tartaric acid, malic acid, citric acid, DL-2-hydroxybutyric acid sodium, mandelic acid, benzilic acid, hydroxycaprylic acid, lactobionic acid, gluconic acid and N-acetylneuraminic acid were 0.003% while the detection limits of glycolic acid, lactic acid and mandelic acid were 0.006%. In 10 batches of commercially available cosmetics, eight batches showed positive result. ConclusionThe UHPLC-MS/MS method is efficient, sensitive and accurate and is applicable to the determination of 13 α-hydroxy acidic components in cosmetics.

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