In the clinical stage, suspected hemolytic plasma may cause hemolysis illness, manifesting as symptoms such as heart failure, severe anemia, etc. Applying a deep learning method to plasma images significantly improves recognition accuracy, so that this paper proposes a plasma quality detection model based on improved "You Only Look Once" 5th version (YOLOv5). Then the model presented in this paper and the evaluation system ‌were introduced‌ into the plasma datasets, and ‌the average accuracy of the final classification reached 98.7%‌. The results of this paper's experiment were obtained through the combination of several key algorithm modules including‌ omni-dimensional dynamic convolution, pooling with separable kernel attention, residual bi-fusion feature pyramid network, ‌and‌ re-parameterization convolution. The method of this paper‌ obtains the feature information of spatial mapping efficiently, and enhances the average recognition accuracy of plasma quality detection. This paper presents a high-efficiency detection method for plasma images, aiming to provide a practical approach to prevent hemolysis illnesses caused by external factors.
Algorithms ; Humans ; Hemolysis ; Plasma ; Deep Learning ; Image Processing, Computer-Assisted/methods*

ObjectiveTo investigate the antitumor effect and mechanism of Guiqi Yiyuan ointment on Lewis lung cancer mice based on the extracellular regulatory protein kinase （ERK） signaling pathway. MethodsA Lewis lung cancer mouse model was established. Except for the blank group， the model mice were randomly divided into the model group， Guiqi Yiyuan ointment low， medium， and high dose groups， and the extracellular ERK1/2 inhibitor group， with 10 mice per group. The Guiqi Yiyuan ointment was administered by gavage at doses of 1.75， 3.5， 7.0 g·kg^-1·d^-1 for the low， medium， and high dose groups， respectively. The ERK1/2 inhibitor group was given the ERK1/2 inhibitor LY3214996 （100 mg·kg^-1·d^-1） by gavage. The treatment was administered for 14 consecutive days， after which samples were collected. Tumor histopathological changes were observed using hematoxylin-eosin （HE） staining. Transmission electron microscopy was used to observe ultrastructural changes in tumor cells. Immunofluorescence was performed to measure the phosphorylation of ERK1/2 （p-ERK1/2） and the expression of programmed cell death ligand-1 （PD-L1） in tumor tissues. Western blot and real-time quantitative polymerase chain reaction （Real-time PCR） were used to detect the expression of p-ERK1/2， PD-L1， the autophagy marker Beclin-1， the autophagic protein p62， and the microtubule-associated protein light chains LC3Ⅰ and LC3Ⅱ at both the protein and gene levels. ResultsCompared with the model group， the average tumor weight was significantly reduced in the low and medium dose groups of Guiqi Yiyuan ointment （P<0.05）， and markedly reduced in the high dose and inhibitor groups （P<0.01）. Tumor cells in all treatment groups became progressively irregular， with ruptured nuclei and expanded areas of cell disintegration and necrosis. The number of organellar ablations in tumor tissues increased， and the number of autophagic vesicles also increased in all groups. The mean fluorescence intensity of p-ERK1/2 and PD-L1 was reduced in the low and medium dose groups of Guiqi Yiyuan ointment （P<0.05）， and significantly reduced in the high dose and inhibitor groups （P<0.01）. The mRNA expression of ERK1/2， PD-L1， Beclin-1， and p62 was reduced in the medium dose group （P<0.05）， while LC3Ⅰ/Ⅱ mRNA expression was elevated （P<0.05）. In the high dose and inhibitor groups， mRNA expression of ERK1/2， PD-L1， Beclin-1， and p62 was significantly reduced （P<0.01）， while LC3Ⅰ/Ⅱ mRNA expression was significantly increased （P<0.01）. Protein expression of p-ERK1/2， PD-L1， Beclin-1， and p62 was reduced in the medium dose group （P<0.05）， and LC3Ⅰ/Ⅱ protein expression was elevated （P<0.05）. In the high dose and inhibitor groups， protein expression of p-ERK1/2， PD-L1， Beclin-1， and p62 was significantly reduced （P<0.01）， while LC3Ⅰ/Ⅱ protein expression was significantly elevated （P<0.01）. ConclusionGuiqi Yiyuan ointment may inhibit the activation of the ERK signaling pathway， downregulate the expression of p-ERK1/2， promote autophagic flux in tumor cells， and regulate the expression of PD-L1， thereby exerting an inhibitory effect on tumor growth in Lewis lung cancer mice.

Objective:Assessing the therapeutic efficacy of methotrexate(MTX)-modified magnetic nanoparticles in thermo-chemotherapy for rat breast cancer and its impact on immune function.Methods:Female Wistar rats were subcutaneously inoculated with breast cancer Walker-256 cells to establish a transplantation tumor model,and injected with polyethyleneimine(PEI)-modified Fe3O4 magnetic nanoparticles(47T group,42T group and multiple 42T group)or MTX-modified Fe3O4 magnetic nanoparticles(47TC group,42TC group and multiple 42TC group)for thermotherapy under the magnetic field at different temperatures(47℃and 42℃).The rats injected with MTX-modified magnetic fluid only(MFC group)and the tumor-bearing rats without any treatment(blank control group),with irradiation treatment in an alternating magnetic field only for 30 minutes(M group),with injection of PEI-modified magnetic fluid only(MF group),with treatment of MTX-mono drug(MTX group)and not inoculated with tumor cells(normal group)were used as control groups.X-ray radiography was used to display the distribution of magnetic fluid in the tumor tissue 24 hours,2 weeks and 2 months after intra-tumor injection.After 24 hours of treatment,three rats were selected from each of the 47T and 47TC groups,and the effect of magnetic fluid on tumor cells was observed under an electron microscope after execution.After 14 days of treatment,the tumor volume of rats was measured and statistically analyzed.At the same time,4 rats were selected from each of the 47TC,47T,42TC,42T,MFC,MTX,blank control and normal groups,and the levels of IL-2,IFN-γ and IL-4 in peripheral blood were detected by ELISA method.The remaining rats were observed for long-term survival.Results:The magnetic nanoparticles were evenly distributed in the center of the tumor but unevenly distributed at the tumor's edge;they primarily localize amomg tumor cells and can penertrate into tumor cells.Tumor growth was inhibited in rats in the 47TC,47T,multiple 42TC and multiple 42T groups(all P<0.05),and the survival rates of the rats were high.As compared with the blank control group,the levels of IL-2 and IFN-γ were increased while the IL-4 level was decreased in the 47TC and 47T groups(all P<0.05).Conclusion:Thermo-chemotherapy at 47℃for 30 minutes and multiple sessions at 42℃for 60 minutes can partially inhibit tumor growth and prolong rat survival.This effect maybe related to the thermo-chemotherapy at 47℃for 30 minutes which can activate the body's immune function.

Objective To investigate the effects of Qizhi Zhoufei Granules on endoplasmic reticulum stress in rats with chronic obstructive pulmonary disease(COPD);To explore its mechanism.Methods COPD rat model was induced by lipopolysaccharide tracheal instillation and smoking.Totally 60 Wistar rats were divided into control group,model group,Bufei Huoxue Capsules group and Qizhi Zhoufei Granules low-,medium-and high-dosage groups using random number table method,with 10 rats in each group.Drug gavage intervention was carried out for the treatment group since the 29th day of modeling,and normal saline was given to the control group and model group for 28 d.Lung function tests were performed,HE staining was used to detect morphology of lung tissue,TUNEL staining was used to detect the degree of apoptosis in lung tissue,RT-qPCR and Western blot were used to detect the endoplasmic reticulum stress and apoptosis related molecular mRNA and protein expression in lung tissue.Results Compared with the control group,the lung function indexes of peak inspiratory flow(PIF),peak expiratory flow(PEF)and minute volume(MV)significantly decreased,and frequency of breathing(F)significantly increased in the model group(P＜0.05);the structural damage of the lung tissue was obvious,the lung injury score and apoptosis rate significantly increased(P＜0.05),the expressions of glucose regulated protein 78(GRP78),protein kinase R-like ER kinase(PERK),C/EBP-homologous protein(CHOP),Caspase-3 and Caspase-9 mRNA were increased(P＜0.05),the protein expressions of GRP78,p-PERK,activating transcription factor 4(ATF4),CHOP,Caspase-3 and Caspase-9 were significantly increased(P＜0.05).Compared with the model group,PIF,PEF and MV significantly increased in Qizhi Zhoufei Granules medium-and high-dosage groups and Bufei Huoxue Capsules group,and F significantly decreased(P＜0.05);the damage in lung tissue was improved,and the lung injury score and cell apoptosis rate significantly decreased(P＜0.05),the mRNA expressions of GRP78,PERK,CHOP,Caspase-3 and Caspase-9 in lung tissue decreased(P＜0.05),and the protein expressions of GRP78,p-PERK,ATF4,CHOP,Caspase-3 and Caspase-9 decreased(P＜0.05).Conclusion Qizhi Zhoufei Granules can prevent cell apoptosis and excessive damage by inhibiting the expression of endoplasmic reticulum stress related factors in COPD rats,thereby promoting unfolded protein response and improving endoplasmic reticulum folding ability,constraining endoplasmic reticulum stress state,and assisting in its regulation.

Objective:To investigate postoperative analgesic effects of transversus abdominis plane block (TAPB) versus local infiltration analgesia (LIA) after laparotomy for cytoreductive surgery in patients with ovarian cancer. Methods:This study used a randomized controlled design. Ninety patients with ovarian cancer who underwent laparotomy for cytoreductive surgery at Jilin Cancer Hospital from June 2022 to June 2023 were prospectively included. The patients were randomly assigned to either the TAPB group or the LIA group ( n = 45 per group) using the random number table method. The TAPB group received TAPB postoperatively, while the LIA group received LIA. Postoperative pain in both groups was assessed, and the number of presses on the patient-controlled intravenous analgesia device, as well as the incidence of postoperative adverse reactions, were recorded. Results:At 6, 12, and 24 hours after surgery, the Visual Analog Scale (VAS) scores in the TAPB group were significantly lower than those in the LIA group [(2.91 ± 0.64) vs. (3.35 ± 0.82), t = -2.84, P = 0.006; (3.42 ± 0.96) vs. (4.27 ± 1.14), t = -3.83, P<0.001; (2.28 ± 0.51) vs. (2.86 ± 0.83), t = -3.99, P<0.001]. The number of presses on the patient-controlled intravenous analgesia device and the number of rescue treatments in the TAPB group were significantly lower than those in the LIA group [(10.24 ± 2.52) counts vs. (16.79 ± 4.38) counts, t = -8.70, P<0.001; (1.82 ± 0.46) counts vs. (2.68 ± 0.84) counts, t = -6.02, P<0.001]. There was no significant difference in incidence of postoperative adverse reactions including nausea, vomiting, and chills between the two groups [4.44% (2/45) vs. 6.67% (3/45), P>0.05]. Conclusions:In patients with ovarian cancer undergoing laparotomy for cytoreductive surgery, postoperative analgesia using TAPB demonstrates greater efficacy compared with LIA. TAPB more effectively alleviates postoperative pain and reduces the number of presses on the patient-controlled intravenous analgesia device, while also offering higher safety than LIA.

Objective:To investigate postoperative analgesic effects of transversus abdominis plane block (TAPB) versus local infiltration analgesia (LIA) after laparotomy for cytoreductive surgery in patients with ovarian cancer. Methods:This study used a randomized controlled design. Ninety patients with ovarian cancer who underwent laparotomy for cytoreductive surgery at Jilin Cancer Hospital from June 2022 to June 2023 were prospectively included. The patients were randomly assigned to either the TAPB group or the LIA group ( n = 45 per group) using the random number table method. The TAPB group received TAPB postoperatively, while the LIA group received LIA. Postoperative pain in both groups was assessed, and the number of presses on the patient-controlled intravenous analgesia device, as well as the incidence of postoperative adverse reactions, were recorded. Results:At 6, 12, and 24 hours after surgery, the Visual Analog Scale (VAS) scores in the TAPB group were significantly lower than those in the LIA group [(2.91 ± 0.64) vs. (3.35 ± 0.82), t = -2.84, P = 0.006; (3.42 ± 0.96) vs. (4.27 ± 1.14), t = -3.83, P<0.001; (2.28 ± 0.51) vs. (2.86 ± 0.83), t = -3.99, P<0.001]. The number of presses on the patient-controlled intravenous analgesia device and the number of rescue treatments in the TAPB group were significantly lower than those in the LIA group [(10.24 ± 2.52) counts vs. (16.79 ± 4.38) counts, t = -8.70, P<0.001; (1.82 ± 0.46) counts vs. (2.68 ± 0.84) counts, t = -6.02, P<0.001]. There was no significant difference in incidence of postoperative adverse reactions including nausea, vomiting, and chills between the two groups [4.44% (2/45) vs. 6.67% (3/45), P>0.05]. Conclusions:In patients with ovarian cancer undergoing laparotomy for cytoreductive surgery, postoperative analgesia using TAPB demonstrates greater efficacy compared with LIA. TAPB more effectively alleviates postoperative pain and reduces the number of presses on the patient-controlled intravenous analgesia device, while also offering higher safety than LIA.

Objective:Assessing the therapeutic efficacy of methotrexate(MTX)-modified magnetic nanoparticles in thermo-chemotherapy for rat breast cancer and its impact on immune function.Methods:Female Wistar rats were subcutaneously inoculated with breast cancer Walker-256 cells to establish a transplantation tumor model,and injected with polyethyleneimine(PEI)-modified Fe3O4 magnetic nanoparticles(47T group,42T group and multiple 42T group)or MTX-modified Fe3O4 magnetic nanoparticles(47TC group,42TC group and multiple 42TC group)for thermotherapy under the magnetic field at different temperatures(47℃and 42℃).The rats injected with MTX-modified magnetic fluid only(MFC group)and the tumor-bearing rats without any treatment(blank control group),with irradiation treatment in an alternating magnetic field only for 30 minutes(M group),with injection of PEI-modified magnetic fluid only(MF group),with treatment of MTX-mono drug(MTX group)and not inoculated with tumor cells(normal group)were used as control groups.X-ray radiography was used to display the distribution of magnetic fluid in the tumor tissue 24 hours,2 weeks and 2 months after intra-tumor injection.After 24 hours of treatment,three rats were selected from each of the 47T and 47TC groups,and the effect of magnetic fluid on tumor cells was observed under an electron microscope after execution.After 14 days of treatment,the tumor volume of rats was measured and statistically analyzed.At the same time,4 rats were selected from each of the 47TC,47T,42TC,42T,MFC,MTX,blank control and normal groups,and the levels of IL-2,IFN-γ and IL-4 in peripheral blood were detected by ELISA method.The remaining rats were observed for long-term survival.Results:The magnetic nanoparticles were evenly distributed in the center of the tumor but unevenly distributed at the tumor's edge;they primarily localize amomg tumor cells and can penertrate into tumor cells.Tumor growth was inhibited in rats in the 47TC,47T,multiple 42TC and multiple 42T groups(all P<0.05),and the survival rates of the rats were high.As compared with the blank control group,the levels of IL-2 and IFN-γ were increased while the IL-4 level was decreased in the 47TC and 47T groups(all P<0.05).Conclusion:Thermo-chemotherapy at 47℃for 30 minutes and multiple sessions at 42℃for 60 minutes can partially inhibit tumor growth and prolong rat survival.This effect maybe related to the thermo-chemotherapy at 47℃for 30 minutes which can activate the body's immune function.

Objective To investigate the effects of Qizhi Zhoufei Granules on endoplasmic reticulum stress in rats with chronic obstructive pulmonary disease(COPD);To explore its mechanism.Methods COPD rat model was induced by lipopolysaccharide tracheal instillation and smoking.Totally 60 Wistar rats were divided into control group,model group,Bufei Huoxue Capsules group and Qizhi Zhoufei Granules low-,medium-and high-dosage groups using random number table method,with 10 rats in each group.Drug gavage intervention was carried out for the treatment group since the 29th day of modeling,and normal saline was given to the control group and model group for 28 d.Lung function tests were performed,HE staining was used to detect morphology of lung tissue,TUNEL staining was used to detect the degree of apoptosis in lung tissue,RT-qPCR and Western blot were used to detect the endoplasmic reticulum stress and apoptosis related molecular mRNA and protein expression in lung tissue.Results Compared with the control group,the lung function indexes of peak inspiratory flow(PIF),peak expiratory flow(PEF)and minute volume(MV)significantly decreased,and frequency of breathing(F)significantly increased in the model group(P＜0.05);the structural damage of the lung tissue was obvious,the lung injury score and apoptosis rate significantly increased(P＜0.05),the expressions of glucose regulated protein 78(GRP78),protein kinase R-like ER kinase(PERK),C/EBP-homologous protein(CHOP),Caspase-3 and Caspase-9 mRNA were increased(P＜0.05),the protein expressions of GRP78,p-PERK,activating transcription factor 4(ATF4),CHOP,Caspase-3 and Caspase-9 were significantly increased(P＜0.05).Compared with the model group,PIF,PEF and MV significantly increased in Qizhi Zhoufei Granules medium-and high-dosage groups and Bufei Huoxue Capsules group,and F significantly decreased(P＜0.05);the damage in lung tissue was improved,and the lung injury score and cell apoptosis rate significantly decreased(P＜0.05),the mRNA expressions of GRP78,PERK,CHOP,Caspase-3 and Caspase-9 in lung tissue decreased(P＜0.05),and the protein expressions of GRP78,p-PERK,ATF4,CHOP,Caspase-3 and Caspase-9 decreased(P＜0.05).Conclusion Qizhi Zhoufei Granules can prevent cell apoptosis and excessive damage by inhibiting the expression of endoplasmic reticulum stress related factors in COPD rats,thereby promoting unfolded protein response and improving endoplasmic reticulum folding ability,constraining endoplasmic reticulum stress state,and assisting in its regulation.

Objective To explore the inhibitory effect of Guiqi Yiyuan Ointment combined with cisplatin on Lewis lung cancer mice and its mechanism based on the lncRNA H19/miR-19b3p/FTH1 axis.Methods Totally 60 SPF grade male C57BL/6 mice were randomly selected as blank group,and Lewis lung cancer mouse model was replicated in the remaining 50 mice.The modeled mice were randomly divided into model group,cisplatin group,and TCM low-,medium-and high-dosage combined with cisplatin group,with 10 mice in each group.The cisplatin group was given intraperitoneal injection of cisplatin 5 mg/kg,while the TCM low-,medium-and high-dosage combined with cisplatin group were given Guiqi Yiyuan Ointment 1.75,3.5,7.0 g/kg by gavage combined with intraperitoneal injection of cisplatin 5 mg/kg,the blank group and model group were given equal volume of normal saline by gavage for 14 consecutive days.The general condition of mice was observed,the tumor mass of mice was measured,and the tumor inhibition rate,spleen index,and thymus index were calculated,HE staining was used to observe the pathological changes of tumor tissue,and the contents of malondialdehyde(MDA),reduced glutathione(GSH),hydrogen peroxide(H2O2),and ferrous ions(Fe2+)were detected in the tumor tissue,immunohistochemistry and Western blot were used to detect the expression of nuclear factor E2 related factor 2(Nrf2),glutathione peroxidase 4(GPX4),ferritin heavy chain 1(FTH1)and solute carrier family 7 member 11(SLC7A11)protein in tumor tissue,real time fluorescence quantitative PCR was used to detect the expression of lncRNA H19 and miR-19b3p mRNA in tumor tissue.Results Compared with the blank group,the body mass,spleen index and thymus index of mice in the model group were decreased(P<0.05).Compared with the model group,the mental state and tumor histopathological morphology of mice in each administration group were improved to different degrees,the tumor mass of mice was reduced(P<0.05),the spleen index and the thymus index of mice increased(P<0.05),tumor cell lysis,rupture,and decrease in quantity,the contents of MDA,H2O2,Fe2+in tumor tissue increased(P<0.05),while GSH content decreased(P<0.05),the expression of Nrf2,GPX4,FTH1,SLC7A11 protein in tumor tissue decreased(P<0.05),the lncRNA H19 mRNA expression decreased(P<0.05),miR-19b3p mRNA expression increased(P<0.05).Compared with the cisplatin group,the tumor mass of mice in TCM high-dosage combined with cisplatin group reduced(P<0.05),the body mass,spleen index and thymus index increased(P<0.05),the contents of MDA,H2O2,Fe2+in tumor tissue of mice increased(P<0.05),the content of GSH decreased(P<0.05),the expression of Nrf2,FTH1,SLC7A11,GPX4 protein expression decreased(P<0.05),lncRNA H19 mRNA expression decreased(P<0.05),miR-19b3p mRNA expression increased(P<0.05).Conclusion Guiqi Yiyuan Ointment combined with cisplatin can significantly inhibit the tumor of Lewis lung cancer mice,and its mechanism may be related to regulating the expression of ferroptosis molecules related to the lncRNA H19/miR-19b3p/FTH1 axis.

Objective To explore the targets and mechanism of Jiegengbai Powder in the treatment of lung adenocarcinoma based on network pharmacology and animal experiments.Methods The targets of effective components of Jiegengbai Powder were obtained from TCMSP,the targets of lung adenocarcinoma were screened from GeneCards,PharmGKB,DrugBank,TTD,OMIM databases,and the intersection targets were obtained.The protein-protein interaction(PPI)network and active components of Chinese materia medica-target network were constructed by using Cytoscape 3.8.0 software,and the key components and core targets were screened out.The intersection targets were analyzed by GO and KEGG enrichment analysis.PyMOL and AutoDockTools 1.5.6 software were used to verify the molecular docking between the key components and core targets.The lung cancer mice model was established.The mice were randomly divided into blank group,model group,cisplatin group,Jiegengbai Powder combined with cisplatin group,Jiegengbai Powder low-,medium-and high-dosage groups.After 14 days of intervention,the tumor inhibition rate was calculated,and the morphology of tumor tissues was observed by HE staining.The gene and protein expressions of PI3K,PTEN,Akt and mTOR in tumor tissues were detected by RT-qPCR and Western blot.Results The core targets of Jiegengbai Powder in the treatment of lung adenocarcinoma such as TP53,CASP3,BCL2L1 and AKT1 were screened by network pharmacology.The key pathways of enrichment were PI3K-Akt signaling pathway and so on.Jiegengbai Powder can inhibit the growth of tumor effectively.Compared with the model group,the mRNA expressions of PI3K,Akt and mTOR decreased in the Jiegengbai Powder medium-and high-dosage groups,and PTEN mRNA expression increased,the ratio of p-PI3K/PI3K,p-Akt/Akt and p-mTOR/mTOR decreased,and the expression of PTEN protein increased(P<0.05,P<0.01).Conclusion Jiegengbai Powder has the characteristics of multi-level and multi-target in the treatment of lung adenocarcinoma.It may promote tumor cell apoptosis and autophagy by regulating PI3K/Akt/mTOR signaling pathway,so as to achieve the anti-tumor effect of inhibiting tumor cell growth.