1.Feasibility study of radiomics-based radiotherapy planning characteristics to predict the complexity of intensity-modulated radiotherapy plans
Hualing LI ; Caihong LI ; Peipei WANG ; Jinkai LI ; Xinchen SUN
China Medical Equipment 2024;21(11):12-17
Objective:To explore the feasibility of predicting complexity of intensity modulated radiotherapy(IMRT)plan through adopted machine learning method to extract planomics features of radiotherapy,so as to provide a new method for comprehensive evaluation of the complexity of IMRT plan.Methods:The medical case data of 3203 patients with pelvic tumor,or abdominal tumor or head and neck tumor,who admitted to The First Affiliated Hospital with Nanjing Medical University from December 2022 to November 2023,were selected.All patients adopted Monaco system to conduct design for plan,and underwent treatment on Precise and Axesse accelerators.The evaluation indicator of complexity of 10 plans was calculated by using Python software,and the planomics features in the files of radiotherapy plans were extracted through format conversion and pyradiomics tool of imaging omics.The planomics features of radiotherapy were selected through data cleaning,filtering method and embedding method of machine learning.The corresponding predictive model of the evaluation indicator of complexity of 10 common plans was respectively constructed through used Gradient Boosting Decision Tree algorithm.The goodness of fit(R2)was adopted to evaluate the prediction performance of the model,and the 5-fold cross-validation method was adopted to detect the generalization ability of the model.Results:There were statistically significant differences between Precise accelerator and Axesse accelerator in average leaf to area(LA),plan irregularity(PI)of beam shape and standard circle,modulation complexity score(MCS)of the variability between shape and area of subfield,and the advantage value of leaf travel(LT)(t=63.894,-63.678,72.582,-48.858,P<0.01),respectively.A total of 107 planomics features were extracted through pyradiomics tool,and 38 features were remained after filtering method conducted screening,and 4 to 11 features were remained after embedding method conducted screening.The goodness of fits of mean field area(MFA),LA and leaf gap average(LGA)value were better in the validation set,with R2>0.970,however the goodness of fits of the proportion of small aperture score 20 mm(SAS20)was poor in validation set,with R2=0.917.The 5-fold cross-validation results showed that the average value of prediction accuracy of all indicators of complexity was>90%.Conclusions:The extracted planomics features of radiotherapy based on radiomics method can accurately predict the complexity of IMRT plan,which are expected to play a greater role in improving the ensure efficiency of individual quality of patient,and screening radiotherapy plan with higher-quality.
2.Prospective study on application of mind mapping combined with scenario simulation training on the ability training of junior nurses in hospital transfer of patients with critical burns and trauma
Ning LI ; Hualing CHEN ; Maojun LI ; Yuqun HUANG ; Haisheng LI ; Lihua WANG
Chinese Journal of Burns 2023;39(5):465-471
Objective:To explore the application effects of mind mapping combined with scenario simulation training on the ability training of junior nurses in hospital transfer of patients with critical burns and trauma.Methods:A prospective randomized controlled study was conducted. From December 2019 to December 2020, 55 female junior nurses from the Institute of Burn Research of the First Affiliated Hospital of Army Medical University (the Third Military Medical University) who met the inclusion criteria were enrolled in this study and divided into routine group (27 nurses, aged (24.0±0.9) years) and combined group (28 nurses, aged (24.2±0.8) years), according to the random number table. The nurses in routine group were trained with hospital transfer of patients with critical burns and trauma by theory combined with operational skill, and the nurses in combined group were trained with hospital transfer of patients with critical burns and trauma by mind mapping combined with scenario simulation training. Before and after the training, the self-made theoretical examination papers and skill assessment items were used for the examination and assessment to nurses, and their scores were calculated and compared. The self-made emergency ability scoring system was used to evaluate the emergency disposal ability of nurses from five dimensions, including team cooperation ability, emergency response ability, operative technique ability, specialized business ability, and nurse-patient communication ability, and their scores were calculated and compared. The non-standard implementation rates of transfer nursing measures, such as incomplete preparation of goods, poor communication effect of patients, inadequate pipeline nursing, unclear handover, and inadequate final treatment, were calculated and compared in the process of transporting highly simulated human (hereinafter referred to as simulated human) by nurses before and after training; and the rate of disease change and successful rate of transport of simulated human were calculated and compared after training. After assessment, self-made satisfaction questionnaire was used to compare nurses' satisfaction with the training mode, content, and effects. Data were statistically analyzed with independent sample t test, Pearson chi-square test, or Yates corrected chi-square test. Results:Fifty-five enrolled nurses were fully involved in the training, examination, assessment, and questionnaire filling. Before training, there were no statistically significant differences in theoretical examination and skill assessment scores between the 2 groups ( P>0.05); After training, the theoretical examination and skill assessment scores of nurses in combined group were significantly higher than those in routine group (with t values of -3.89 and -4.24, respectively, P<0.05). Before training, there were no statistically significant differences in the scores of each item of emergency disposal ability between the 2 groups ( P>0.05); after training, the scores in terms of team cooperation ability, emergency response ability, operative technique ability, specialized business ability, and nurse-patient communication ability of nurses in combined group were significantly higher than those in routine group (with t values of -6.49, -6.44, -2.21, -2.85, and -2.34, respectively, P<0.05). Before training, there were no statistically significant differences in the non-standard implementation rates of transfer nursing measures of nurses between the 2 groups ( P>0.05); after training, the non-standard rates of incomplete preparation of goods, unclear handover, and inadequate final treatment of nurses in combined group were significantly lower than those in routine group (with t values of 3.87, 5.89, and 5.28, respectively, P<0.05). After training, the rate of disease change of simulated human of nurses in combined group was 7.14% (2/28), which was significantly lower than 33.33% (9/27) in routine group ( χ2=5.89, P<0.05); the successful rate of transport was 96.43% (27/28), which was significantly higher than 74.07% (20/27) in routine group ( χ2=3.87, P<0.05). After assessment, the total score of training satisfaction and scores of satisfaction with training mode and training effect of nurses in combined group were significantly higher than those in routine group (with t values of 5.22, 4.67, and 10.71, respectively, P<0.05). There was no statistically significant difference in the satisfaction score on training content between the two groups ( P>0.05). Conclusions:Evidence-based mind mapping combined with scenario simulation training significantly improves the nursing skills and emergency handling capabilities of junior nurses in transferring patients with critical burns and trauma.
3.The application of HPLC-MS/MS for comprehensively monitor the feeding analysis of Yuanhu analgesic capsules
Xiaolin WANG ; Minfeng ZHU ; Chao LIU ; Hualing LUO ; Maohua YUAN ; Fudong ZHANG
International Journal of Traditional Chinese Medicine 2018;40(7):639-644
Objective The HPLC-MS/MS is used to comprehensively monitor the feeding conditions of raw materials in Yuanhu analgesic capsules, and the content of the index components can be detected at the same time. Methods The Inertsil ODS-3 (4.6 mm×250 mm, 5 μm) was used with the column temperature 40 ℃, Flow phase: 0.1% formic acid-acetonitrile; the gradient elution program, active ingredients were separated by HPLC, and the Electrospray Ionization Mass (ESI) source was applied and operated in the negative ion mode, and reactions ion monitoring mode (MRM) for quantitative analysis were selected. Results Through analysis and contrast of the medicinal materials, reference substance of primary mass spectrogram showed the same characteristic peak, and the proprietary Chinese medicine can be judged by prescription feeding process. The tetrahydroxene and imperatorin had a good linear relationship in 5.08×10-5-30.45×10-5μg (r=0.999 4), 5.02×10-5-30.09×10-5μg (r=0.999 2). Precision test were 0.99% and 1.14%, the recovery rate were 97.02%-99.66%, 97.62%-99.94%. Conclusions The method is simple, accurate and reliable, high sensitive and fast. It is suitable to monitor the feeding condition and quality of yuanhu analgesic capsules.
4.Microvesicles derived from mesenchymal stem cells: new hope of the treatment for ARDS
Qihong CHEN ; Ruiqiang ZHENG ; Hualing WANG
Chinese Critical Care Medicine 2017;29(9):774-777
Acute respiratory distress syndrome (ARDS) is a serious state threaten human health with a high mortality about 30%-40%. At present, there is no effective treatment for ARDS. Microvesicles derived from mesenchymal stem cells (MSC-MVs) have a heterogeneous subcellular structure secreted by MSCs. It plays an important role in the repair of tissue and organ damage.Recent studies have shown that MSC-MVs, played an important role in repairing lung injury, may replace MSC for cell therapy. Therefore MSC-MVs may bring new hope for ARDS treatment.
5.Effect of electro-acupuncture at Zusanli acupoint on blood coagulation during intestinal ischemia-reperfusion in rats
Haisong WANG ; Dongmiao CAI ; Linmei XU ; Hualing YANG ; Zhenyi CHEN ; Yanlin WANG
Chinese Journal of Anesthesiology 2017;37(7):865-868
Objective To evaluate the effect of electro-acupuncture (EA) at Zusanli (ST36) acupoint on blood coagulation during intestinal ischemia-reperfusion (I/R) in rats.Methods Forty healthy male Sprague-Dawley rats,aged 6-8 months,weighing 250-300 g,were divided into 5 groups (n =8 each) using a random number table:sham operation group (group S),intestinal I/R group (group I/R),EA at Zusanli acupoint group (group EA),EA at non-acupoint group (group NE) and α7 nicotinic acetylcholine receptor antagonist α-bungarotoxin (α-BGT) group (group α-BGT).Intestinal I/R was induced by clamping the superior mesenteric artery for 4-5 min followed by 120 min of reperfusion.Bilateral Zusanli acupoints were stimulated with an electric stimulator (frequency 3 Hz,voltage 2-4 V,wave length 2 ms) for 30 min starting from the time point immediately after beginning of ischemia in group EA,while EA was performed at the points 5 mm lateral to the bilateral Zusanli instead in group NE.In group α-BGT,α-BGT 1 μg/kg was intraperitoneally injected at 45 min before ischemia,and the other treatments were similar to those previously described in group EA.Blood samples were collected from the abdominal aorta at 120 min of reperfusion for determination of the concentrations of tumor necrosis factor alpha (TNFα),tissue factor (TF),antithrombin (AT),tissue plasminogen activator (tPA),fiber plasminogen activator inhibitor-1 (PAl-l) and D-dimer in plasma (by enzyme-linked immunosorbent assay) and platelet count (PLT).The animals were sacrificed after blood sampling,the distal ileum specimens were removed for examination of the pathological changes with a light microscope,and the damage to the intestinal mucous membrane was assessed and scored according to Chin.Results Compared with group S,the concentrations of plasma TNFα,TF,tPA,PAI-1 and D-dimer were significantly increased,and the plasma AT concentration and PLT were decreased in I/R,NE and α-BGT groups,the concentrations of plasma TNFα and TF were significantly increased,and the plasma AT concentration was decreased in group EA,and Chiu's scores were significantly increased in I/R,EA,NE and α-BGT groups (P< 0.05).Compared with group I/R,the concentrations of plasma TNFα,TF,tPA,PAI-1 and D-dimer were significantly decreased,the plasma AT concentration and PLT were increased,and Chiu's scores were decreased in group EA (P<0.05),and no significant change was found in the variables mentioned above in NE and α-BGT groups (P>0.05).Compared with group EA,the concentrations of plasma TNFα,TF,tPA,PAI-1 and D-dimer were significantly increased,the plasma AT concentration and PLT were decreased,and Chiu's scores were increased in group NE (P<0.05).Conclusion EA at Zusanli acupoint can improve blood coagulation during intestinal I/R in rats,and the mechanism is related to activating the cholinergic anti-inflammatory pathway.
6.Determination of the raw material feeding of honeysuchle flowers extract and baikal skullcap root extract in Yinhuang capsules by HPLC-MS/MS
Hualing LUO ; Xiaolin WANG ; Minfeng ZHU ; Xiang FENG ; Maohua YUAN ; Xiaohu LI ; Haixia LIN
International Journal of Traditional Chinese Medicine 2017;39(6):539-544
Objective To develop a HPLC-MS/MS method for comprehensive monitoring and control of the raw material feeding (honeysuchle flowers extract and baikal skullcap root extract) , and simultaneous determination of chlorogenic acid and baicalin in Yinhuang capsules. Methods The separation was performed on an Inertsil ODS-3 (2.1 mm × 150 mm, 5 μm) analytical column with the mobile phase consisting of methanol- 10 mmol/L ammonium acetate solution by gradient elution program, and the column temperature was 40 ℃. Active ingredients were separated by HPLC, and the Electrospray Ionization Mass (API) source was applied and operated in the negative ion mode, and reactions ion monitoring mode (MRM) for quantitative analysis were selected. Results The samples and the mixed Extract have the same characteristic peak in MS and MS/MS. According to the prescription feeding process, the proprietary Chinese medicine wasdetermined. The results showed that the palladium residue of 6 batches samples were up to the standard by HPLC/MS/MS chromatographic peak areas. The calibration cruve of chlorogenic acid and baicalin were linear: 0.60-4.80 μg/ml (r = 0.9989),2.87-14.40 μg/ml (r = 0.9986), with the relative standard deviation of repeatability by 0.69% and 0.69% respectively, and the mean recovery rate were 95%-102%, 95%-103%, respectively. Conclusions The method was proven to be simple, accurate, reliable, high sensitive and can be used for determination and control of the raw material feeding (honeysuchle flowers extract and baikal skullcap root extract) and quality in Yinhuang capsules.
7.Protective effect of polysaccharides from Lycium ruthenicum Murray against ultraviolet B radiation-induced photodamage in HaCaT cells
Licuan REN ; Yang'e JIA ; Hualing YAN ; Yong WANG ; Yan GUO ; Xiaomei HA ; Shiwen ZHU ; Gang WANG ;
Chinese Journal of Dermatology 2017;50(7):512-516
Objective To evaluate preventive effect of polysaccharides from Lycium ruthenicum Murray against photodamage in HaCaT cells,and to explore its possible mechanism.Methods Ultrasoundassisted extraction was used to extract polysaccharides from Lycium ruthenicum Murray in Qaidam Basin.In vitro cultured HaCaT cells were randomly divided into 3 groups:control group receiving no treatment,ultraviolet B (UVB) group irradiated with 30 nJ/cm2 UVB alone for 1 hour,experimental group pretreated with 2 g/L Lyeium ruthenicum polysaccharide solution followed 6 hours later by 30 mJ/cm2 UVB radiation for 1 hour.At twelve hours after UVB radiation,an inverted microscope was used to observe cell morphology.Then,MTS assay was performed to estimate cell proliferation,flow cytometry to detect cell apoptosis,an enzyme-labeled antigen method to detect levels of malondialdehyde (MDA) and glutathione peroxidase (GSH-Px),as well as to evaluate the activity of superoxide dismutase (SOD) and catalase (CAT),and enzyme-linked immunosorbent assay (ELISA) to measure levels of intedeukin-1 (IL-1) and tumor necrosis factor-alpha (TNF-α) in HaCaT cells and their culture supernatant.Results Compared with the control group,the UVB group showed obscure cell morphology,cell death and floating phenomenon,while cells became swollen but renained morphologically distinct in the experimental group.MTS assay revealed that the cell proliferative activity significantly differed among the above 3 groups (F =48.88,P < 0.01),and the cell proliferative activity was significantly lower in the UVB group (1.72 ± 0.12) than in the control group (2.34 ± 0.11,P < 0.05) and experimental group (2.11 ± 0.10,P < 0.05).Moreover,the apoptosis rate was significantly higher in the UVB group (82.41% ± 2.49%) than in the control group (3.98% ± 0.19%,P < 0.05) and experimental group (22.79% ± 0.97%,P < 0.05),as well as higher in the experimental group than in the control group (P < 0.05).Compared with the control group,the UVB group showed significantly higher levels of MDA,supernatant levels of IL-1 and TNF-α,and intracellular levels of TNF-α,but significantly lower GSH-Px levels and activity of SOl and CAT (all P < 0.05).However,there was no signifi-cant difference in the intracellular level of TNF-α between the UVB group and control group (P > 0.05).Conclusion Lycium ruthenicum polysaccharide has protective effects against photodamage in HaCaT cells,likely by reducing the synthesis and secretion of inflammatory substances as well as free radicals.
8.Serum vitamin D levels of the natural population in eastern China
Zhen CANG ; Ningjian WANG ; Qin LI ; Fangzhen XIA ; Hualing ZHAI ; Boren JIANG ; Yi CHEN ; Honglin SUN ; Yingli LU
Chinese Journal of Endocrinology and Metabolism 2017;33(9):726-729
Objective To assess vitamin D levels in eastern China by a standard measurement. Methods The data were from a 2014 Survey on the Prevalence in East China for Metabolic Diseases and Risk Factors-China data base. There were 12662 subjects included in this cross-sectional study from February 2014 to June 2016. We assessed the vitamin D levels of natural population by a standard classification in which serum 25-hydroxy vitamin D (25-OHD)<50 nmol/ L was defined as vitamin D deficiency. Results The average serum 25-OHD level was (40. 5 ± 12. 5)nmol/ L, and there were 80. 3% subjects who would be classified as vitamin D deficiency; The average serum 25-OHD level of women was significantly lower than that of men (P< 0. 05); The serum 25-OHD concentrations of the <30, 30-39, 40-49, 50-59, 60-69, ≥70 age groups were 37. 81(31. 98-43. 52)nmol/ L, 39. 46(33. 87-45. 72) nmol/ L, 41. 17(34. 10-48. 65) nmol/ L, 40. 67(34. 20-49. 02) nmol/ L, 44. 00 (35. 67-53. 93) nmol/ L, 44. 14 (34. 61-55. 85)nmol/ L for males, and 36. 86 (30. 52-43. 75) nmol/ L, 37. 11 (31. 68-43. 23) nmol/ L, 36. 94 (30. 72-43. 71) nmol/ L, 38. 42(32. 08-46. 41) nmol/ L, 38. 58(31. 04-46. 21) nmol/ L, 37. 31(29. 34-47. 17) nmol/ L for females in corresponding subgroups. Conclusion The prevalence of vitamin D deficiency of natural population in eastern China was common, the levels of vitamin D in women were lower than those of men. However, the vitamin D levels were tended to be increasing with the advance of age.
9.Comprehensive monitoring of charge analysis and research of active pharmaceutical ingredients in Shedan-Chenpi tablet by high performance liquid chromatography-mass spectrometry
Minfeng ZHU ; Xiaolin WANG ; Hualing LUO ; Xiang FENG ; Maohua YUAN ; Xiaohu LI ; Fudong ZHANG
International Journal of Traditional Chinese Medicine 2017;39(12):1113-1117
Objective The monitoring of the feeding situation of active pharmaceutical ingredient in Shendan-Chenpi tablet by HPLC-MS/MS,and the content of sodium taurocholate and hesperidin.Methods Using ZORBAX Eclipse Plus C18(4.6 mm×250 mm, 5 μm)Column temperature 40 ℃, Mobile phase with acetonitrile-10 mmol/sodium acetate solution, using gradient elution program. Active ingredients were separated by HPLC, and the Electrospray Ionization Mass (ESI) source was applied and operated in the negative ion mode, and reactions ion monitoring mode(MRM) for quantitative analysis were selected. Results The proprietary Chinese medicine is judged by the prescription feeding process, through analysis and contrast of the medicinal materials, reference substance of primary mass spectrogram, secondary mass spectrogram of peak. The aurocholic acid sodium and hesperidin had a good linear relationship in 0.242×10-2-1.45×10-2μg(r=0.996 0), 0.688×10-2-10.30×10-2μg(r=0.999 2), and the precision test were 0.78% and 1.56%, and the recovery rate were 102%-103%,96%-109%. Conclusions The method was simple, accurate and reliable, high sensitive and fast. The comprehensive monitoring was applied to the Shedan-Chenpi tablet in feeding analysis and quality.
10.Correlation study of the 24-hour ambulatory systolic blood pressure and carotid intima-media thickness in the elderly
Keyu HUANG ; Chunhui LI ; Hualing ZHAO ; Lu SONG ; Yiming WANG ; Hui YANG ; Lingmin MENG ; Ying ZHU
Clinical Medicine of China 2016;32(7):585-589
Objective To investigate the correlation of the 24?hour ambulatory systolic blood pressure (SBP) and carotid intima?media thickness(CIMT) in the elderly. Methods A total of 2 464 who were more than or equal to 60 years old participants were selected with random sampling in accordance with the inclusion criteria from the retired workers in Tangshan Kailuan Company. Dynamic blood pressure monitoring, neck vascular ultrasound and other examination were performed for the participants. . Multivariable linear regression analysis was used to analyze correlation between the SBP of 24?hour, daytime and nightime with CIMT, respectively. Results ( 1) The observation population was divided into three groups according to the tertiles of SBP of 24?hour, daytime and nightime, respectively. With the levels of different SBPs inceasing, CIMT values thickened markedly ( P<0. 01 ) . ( 2 ) Multivariable linear regression analysis showed that after adjusting for confounding factors,the SBP of 24?hour,daytime and nightime associated with CIMT positively and linearly(P<0. 05),and regression coefficient(95%CI) were 0. 022(0. 009-0. 035), 0. 021(0. 008-0. 035), 0. 019 ( 0. 006-0. 032) respectively. In addition,clinic SBP step into the multivariable linear regression,and regression coefficient ( 95%CI ) were 0. 016 ( 0. 003-0. 029 ) , 0. 016 ( 0. 003-0. 030 ) , 0. 019 ( 0. 007-0. 032 ) , respectively. Conclusion The effect of increased 24?hour ambulatory SBP on CIMT was greater than the clinic SBP. Active monitoring of 24 h ambulatory blood pressure and maintaining a low level of blood pressure is essential for preventing and delaying atherosclerosis.

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