1.AHP Combined with Response Surface Method to Optimize the Simmering Process of Rhei Radix et Rhizoma and Correlation Analysis between Composition and Color
Huilian DAI ; Yu DING ; Ziyu LIANG ; Xinyuan LIU ; Wei HUANG ; Chanming LIU ; Yueqin ZHU ; Dianhua SHI ; Yanpeng DAI ; Lin LI
Journal of Nanjing University of Traditional Chinese Medicine 2025;41(5):652-660
OBJECTIVE To explore the optimal parameters of simmered Rhei Radix et Rhizoma and the correlation between the chroma values and the intrinsic composition of simmered Rhei Radix et Rhizoma decoction pieces powder.METHODS The single-factor-response surface method was used to investigate the simmering temperature,simmering time,paper dosage and plant ash dos-age,the response surface experiment was carried out on the basis of the single factor experiment,the appearance traits,total anthraqui-nones,free anthraquinones,leachables,sennoside A and B contents were taken as indicators,the analytic hierarchy process(AHP)was used to give weights to each index,and the process was optimized.The chroma values of raw and simmered products were deter-mined by electronic eye,the correlation and regression analysis were carried out by SPSS22.0 software,and the chroma-component re-gression equation was constructed.RESULTS The optimal process of simmering Rhei Radix et Rhizoma was 140 ℃,5 times of plant ash,2 layers of wet paper wrapped and being simmered for 2.5 h.CONCLUSION The simmering process of Rhei Radix et Rhizoma optimized by AHP combined with response surface method is reasonable and feasible,the color of decoction pieces has a significant correlation with the component content,and the regression equation constructed is reliable,which can predict the intrinsic component content of decoction pieces through chroma values.
2.Association between albumin treatment and the prognosis of acute kidney injury patients: a retrospective study based on the MIMIC-IV database.
Xinyuan ZHANG ; Yan ZHUANG ; Linfeng DAI ; Haidong ZHANG ; Qiuhua CHEN ; Qingfang NIE
Chinese Critical Care Medicine 2025;37(3):280-286
OBJECTIVE:
To assess the impact of albumin (Alb) administration on the prognosis of patients with acute kidney injury (AKI).
METHODS:
Clinical data of AKI patients in the intensive care unit (ICU) were retrospectively analyzed from the American Medical Information Mart of Intensive Care-IV (MIMIC-IV), including demographic data, acute physiology score (APS), comorbidities, vital signs, laboratory indicators, treatment status, ICU length of stay, and outcome indicators. The main outcome measure is ICU mortality. AKI patients were divided into Alb infusion group and Alb non infusion group based on whether they received Alb treatment. Multiple imputation was used to process missing data and eliminate variables that missing more than 30%. To ensure the stability of the results, propensity score matching (PSM) and inverse probability weighting (IPW) were used to correct the results. Using Kaplan-Meier survival curve and Cox proportional hazards regression model to evaluate the effect of Alb infusion on ICU survival rate in AKI patients. Perform subgroup analysis based on patient age, gender, and comorbidities to evaluate the prognostic effects of Alb on different patient subgroups.
RESULTS:
A total of 6 390 AKI patients were included, including 1 721 in the Alb infusion group and 4 669 in the Alb non infusion group. After adjusting for key covariates in the Cox regression model, compared with the Alb non infusion group, patients in the Alb infusion group were significantly younger in age, with APS III score, proportion of vasoactive drugs and continuous renal replacement therapy (CRRT) use, sepsis proportion, heart rate, respiratory frequency, aspartate aminotransferase (AST), alanine aminotransferase (ALT), creatinine (Cr), lactic acid (Lac), and arterial partial pressure of carbon dioxide (PaCO2) levels significantly higher. The proportion of hypertension, myocardial infarction, and congestive heart failure, as well as blood pressure, urine output, platelet count (PLT), and Alb levels were significantly lower. The results of univariate and multivariate Cox regression analysis on the raw data showed that the risk of death in the Alb infusion group was significantly lower than that in the Alb non infusion group [hazard ratio (HR) = 0.69, 95% confidence interval (95%CI) was 0.60-0.80, all P < 0.05]. The results after propensity score matching (PSM) and inverse probability weighting (IPW) processing are consistent with the original data trend (both P < 0.05). The Kaplan-Meier survival curve showed that the cumulative survival rate during ICU stay in the Alb infusion group was significantly higher than that in the Alb non infusion group (24.48% vs. 12.17%, Log-Rank test: χ2 = 74.26, P < 0.05). Subgroup analysis shows that Alb infusion has a more significant survival benefit for AKI patients who use vasoactive drugs, have concurrent sepsis, and do not have liver disease.
CONCLUSION
Albumin infusion can decrease the ICU mortality of AKI patients.
Humans
;
Retrospective Studies
;
Acute Kidney Injury/mortality*
;
Prognosis
;
Male
;
Female
;
Middle Aged
;
Aged
;
Intensive Care Units
;
Albumins/therapeutic use*
;
Proportional Hazards Models
;
Adult
;
Databases, Factual
3.Deep learning dose prediction network-assisted radiotherapy plan design for head and neck cancer
Xuena YAN ; Siqi YUAN ; Xuejie XIE ; Qi FU ; Xinyuan CHEN ; Kuo MEN ; Jianrong DAI
Chinese Journal of Radiation Oncology 2025;34(6):569-575
Objective:To construct a general deep learning dose prediction model applicable to radiotherapy for head and neck tumors, establish design methods for artificial intelligence (AI)-assisted radiotherapy plan and evaluate the accuracy of prediction.Methods:Radiotherapy plans of 818 patients who received radiotherapy for head and neck cancers from January 2018 to June 2021 in Cancer Hospital of Chinese Academy of Medical Sciences were enrolled. Patients involved 17 types of common head and neck cancers, and the prescribed dose covered 5 kinds of dose gradients ranging from 54 Gy to 73.92 Gy. And 1-2 cases per each cancer type (31 cases in total) were randomly selected as the validation set, and the remaining 787 cases were used as the training set to build a deep learning head and neck radiotherapy generalized dose prediction model. Then based on the dose prediction results of this model, a program was written to automatically generate inverse optimization condition scripts, which were sent back to the treatment planning system to achieve AI-assisted radiotherapy plan design. Among the patients who received radiotherapy in our hospital from June 2021 to January 2022, 1 patient for each disease type (17 cases in total) was selected to evaluate the AI-assisted plan design program and evaluate its clinical feasibility using paired t-test. Results:Dose prediction model accuracy evaluation revealed that in the 31-case validation set, there was no statistical difference in the evaluation metrics of clinical concern for organs at risks, except for the D 1 cm3 prediction for spinal cord planning risk volume, which was statistically different compared with the clinical reference plan. The AI-assisted plan design program had higher plan quality metric scores (37.88±6.42) than manual plans (35.00±7.63) in 17 test cases ( t=-1.00, P=0.166). The number of manual adjustments to the inverse optimization conditions was reduced from (5.47±2.97) times to (2.76±1.00) times for the AI-assisted plan compared to the manual-only plan ( t=4.12, P<0.001). And the number of outlined dose shaping structures was reduced from 7.35±3.98 to 3.12±1.18 ( t=5.61, P<0.001). Conclusions:The unified universal model of dose prediction established for different head and neck cancers has high accuracy in dose prediction for all types of head and neck tumor plans. The AI-assisted planning method established in this pattern can reduce the clinical workload of physicists and improve the efficiency of their work.
4.Clinical efficacy of blood-cooling and blood stasis-resolving method in the treatment of sepsis-induced myocardial dysfunction
Yan ZHUANG ; Linfeng DAI ; Qiuhua CHEN ; Haidong ZHANG ; Xinyuan ZHANG ; Wenjing DU
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2025;32(3):266-270
Objective To evaluate the effects of the method of blood-cooling and blood stasis-resolving on heart function and prognosis in patients with sepsis-induced myocardial dysfunction(SIMD).Methods Sixty patients with SIMD admitted to the department of critical care medicine of Affiliated Hospital of Nanjing University of Chinese Medicine from June 2022 to October 2024 were enrolled as study subjects.The patients were divided into treatment group and control group according to random number table,with 30 patients in each group.All patients received conventional treatments,the patients in the treatment group were given Taohe Chengqi decoction(Persicae Semen 12 g,Chinese rhubarb 12 g,Cinnamon twig 6 g,Licorice root 6 g and Sodium Sulfate 6 g),the decoction was concentrated to 200 mL and taken in 2 divided doses in the morning and evening,one dose daily;and the patients in the control group were given the same amount of warm water.The total course of treatment lasts for 7 days.The differences in indicators of cardiac function[brain natriuretic peptide(BNP),cardiac troponin I(cTnI),MB isoenzyme of creatine kinase(CK-MB),aspartate aminotransferase(AST)]and echocardiographic parameters[left ventricular ejection fraction(LVEF),left ventricular end-diastolic diameter(LVEDD),left ventricular end-systolic diameter(LVESD),mitral orifice early/late diastolic blood flow velocity ratio(E/A ratio),E/mitral and tricuspid valve ostia and the peak early diastolic velocity(E/e')]at admission,at 1st and 7th day after treatment,and prognosis indexes[mechanical ventilation time,intensive care unit(ICU)length of stay,total hospital stay,28-day survival rate]were compared between two groups.Draw the Kaplan-Meier survival curve and compare the difference in the 28-day cumulative survival rate between the two groups of patients.Results After 7 days therapy,LVEF of the treatment group was significantly higher than that the control(0.524±0.132 vs.0.458±0.118,P<0.05)and E/e'ratio of the treatment group was significantly lower than the control group[11.17(9.57,12.04)vs.11.82(11.28,13.72),P<0.05].There were no significant differences in the 28-day mortality and total hospital stay time between the two groups,but mechanical ventilation time[days:7.00(0.00,11.00)vs.12.50(3.50,21.75),P<0.05]and stay time of ICU[days:14.50(7.75,25.00)vs.21.00(14.25,31.50),P<0.05]in the treatment group were shorter than those in the control group.The Kaplan-Meier survival showed that the cumulative 28-day survival rate was similar between two groups(Log-Rank:χ2=1.448,P=0.229).Conclusion The method of blood-cooling and blood stasis-resolving could decrease mechanical ventilation time and length of stay in ICU of SIMD patients and could increase LVEF in the treatment group.
5.AHP Combined with Response Surface Method to Optimize the Simmering Process of Rhei Radix et Rhizoma and Correlation Analysis between Composition and Color
Huilian DAI ; Yu DING ; Ziyu LIANG ; Xinyuan LIU ; Wei HUANG ; Chanming LIU ; Yueqin ZHU ; Dianhua SHI ; Yanpeng DAI ; Lin LI
Journal of Nanjing University of Traditional Chinese Medicine 2025;41(5):652-660
OBJECTIVE To explore the optimal parameters of simmered Rhei Radix et Rhizoma and the correlation between the chroma values and the intrinsic composition of simmered Rhei Radix et Rhizoma decoction pieces powder.METHODS The single-factor-response surface method was used to investigate the simmering temperature,simmering time,paper dosage and plant ash dos-age,the response surface experiment was carried out on the basis of the single factor experiment,the appearance traits,total anthraqui-nones,free anthraquinones,leachables,sennoside A and B contents were taken as indicators,the analytic hierarchy process(AHP)was used to give weights to each index,and the process was optimized.The chroma values of raw and simmered products were deter-mined by electronic eye,the correlation and regression analysis were carried out by SPSS22.0 software,and the chroma-component re-gression equation was constructed.RESULTS The optimal process of simmering Rhei Radix et Rhizoma was 140 ℃,5 times of plant ash,2 layers of wet paper wrapped and being simmered for 2.5 h.CONCLUSION The simmering process of Rhei Radix et Rhizoma optimized by AHP combined with response surface method is reasonable and feasible,the color of decoction pieces has a significant correlation with the component content,and the regression equation constructed is reliable,which can predict the intrinsic component content of decoction pieces through chroma values.
6.Deep learning dose prediction network-assisted radiotherapy plan design for head and neck cancer
Xuena YAN ; Siqi YUAN ; Xuejie XIE ; Qi FU ; Xinyuan CHEN ; Kuo MEN ; Jianrong DAI
Chinese Journal of Radiation Oncology 2025;34(6):569-575
Objective:To construct a general deep learning dose prediction model applicable to radiotherapy for head and neck tumors, establish design methods for artificial intelligence (AI)-assisted radiotherapy plan and evaluate the accuracy of prediction.Methods:Radiotherapy plans of 818 patients who received radiotherapy for head and neck cancers from January 2018 to June 2021 in Cancer Hospital of Chinese Academy of Medical Sciences were enrolled. Patients involved 17 types of common head and neck cancers, and the prescribed dose covered 5 kinds of dose gradients ranging from 54 Gy to 73.92 Gy. And 1-2 cases per each cancer type (31 cases in total) were randomly selected as the validation set, and the remaining 787 cases were used as the training set to build a deep learning head and neck radiotherapy generalized dose prediction model. Then based on the dose prediction results of this model, a program was written to automatically generate inverse optimization condition scripts, which were sent back to the treatment planning system to achieve AI-assisted radiotherapy plan design. Among the patients who received radiotherapy in our hospital from June 2021 to January 2022, 1 patient for each disease type (17 cases in total) was selected to evaluate the AI-assisted plan design program and evaluate its clinical feasibility using paired t-test. Results:Dose prediction model accuracy evaluation revealed that in the 31-case validation set, there was no statistical difference in the evaluation metrics of clinical concern for organs at risks, except for the D 1 cm3 prediction for spinal cord planning risk volume, which was statistically different compared with the clinical reference plan. The AI-assisted plan design program had higher plan quality metric scores (37.88±6.42) than manual plans (35.00±7.63) in 17 test cases ( t=-1.00, P=0.166). The number of manual adjustments to the inverse optimization conditions was reduced from (5.47±2.97) times to (2.76±1.00) times for the AI-assisted plan compared to the manual-only plan ( t=4.12, P<0.001). And the number of outlined dose shaping structures was reduced from 7.35±3.98 to 3.12±1.18 ( t=5.61, P<0.001). Conclusions:The unified universal model of dose prediction established for different head and neck cancers has high accuracy in dose prediction for all types of head and neck tumor plans. The AI-assisted planning method established in this pattern can reduce the clinical workload of physicists and improve the efficiency of their work.
7.Construction and application of oral squamous cell carcinoma organoid bank
Shang XIE ; Luming WANG ; Xinyuan ZHANG ; Qiushi FENG ; Yangyang XIA ; Ziwei DAI ; Xiaofeng SHAN ; Zhigang CAI
Journal of Peking University(Health Sciences) 2025;57(5):847-851
Oral squamous cell carcinoma(OSCC)accounts for over 90%of oral malignancies,with more than 370 000 new cases and approximately 188 000 deaths annually worldwide.In China,there are roughly 65 000 new cases and 35 000 deaths each year,showing a significant upward trend compared with 2015 statistics.Despite continuous advancements in treatment modalities,the 5-year survival rate remains stagnant at 50%-60%,where tumor heterogeneity and therapy resistance persist as fundamental barriers to precision oncology.To address these critical challenges,this study established a standardized bioban-king protocol for OSCC patient-derived organoids(PDOs)(Patent:Method for constructing an oral squa-mous cell carcinoma organoid bank,ZL202311378598.3).Through groundbreaking optimization of cul-ture media,enzymatic digestion kinetics,and stepwise cryopreservation,we achieved a biobanking suc-cess rate exceeding 95%and pioneered synchronous cultivation of matched primary tumors,lymph node metastases,and adjacent normal mucosa from individual patients,preserving spatial heterogeneity and stromal interactions.Leveraging this platform,we developed high-throughput drug screening:Quantified heterogeneity-driven differential chemoresponse using adenosine triphosphate(ATP)-based viability as-says;We discovered resistance mechanisms:Identified sialylated cancer IgG(SIA-cIgG)-mediated cis-platin resistance(primary/secondary)through PTPN13 suppression,with anti-SIA-cIgG combination therapy demonstrating synergistic efficacy.Besides,we elucidated metastatic drivers:CRISPR-Cas9-edited organoids revealed WDR54 promoted metastasis via H3K4me3/H4K16ac epigenetic reprogramming,activating epithelial-mesenchymal plasticity(EMP)and inducing partial epithelial-mesenchymal transi-tion(pEMT).This"holographic patient-mirroring"platform provided unprecedented resolution for OSCC precision therapy and had been formally incorporated into the Chinese Stomatological Association Techni-cal Guidelines(Technical guideline for establishing patient-derived oral squamous cell carcinoma or-ganoid banks,CHSA 2024-08).Future integration of immune-competent organoids,3D-bioprinted vas-culature,and multi-omics-AI systems will accelerate personalized oncology.These innovations will accelerate clinical translation of personalized therapeutic regimens,ultimately bridging the gap between bench research and bedside application.
8.Clinical efficacy of blood-cooling and blood stasis-resolving method in the treatment of sepsis-induced myocardial dysfunction
Yan ZHUANG ; Linfeng DAI ; Qiuhua CHEN ; Haidong ZHANG ; Xinyuan ZHANG ; Wenjing DU
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2025;32(3):266-270
Objective To evaluate the effects of the method of blood-cooling and blood stasis-resolving on heart function and prognosis in patients with sepsis-induced myocardial dysfunction(SIMD).Methods Sixty patients with SIMD admitted to the department of critical care medicine of Affiliated Hospital of Nanjing University of Chinese Medicine from June 2022 to October 2024 were enrolled as study subjects.The patients were divided into treatment group and control group according to random number table,with 30 patients in each group.All patients received conventional treatments,the patients in the treatment group were given Taohe Chengqi decoction(Persicae Semen 12 g,Chinese rhubarb 12 g,Cinnamon twig 6 g,Licorice root 6 g and Sodium Sulfate 6 g),the decoction was concentrated to 200 mL and taken in 2 divided doses in the morning and evening,one dose daily;and the patients in the control group were given the same amount of warm water.The total course of treatment lasts for 7 days.The differences in indicators of cardiac function[brain natriuretic peptide(BNP),cardiac troponin I(cTnI),MB isoenzyme of creatine kinase(CK-MB),aspartate aminotransferase(AST)]and echocardiographic parameters[left ventricular ejection fraction(LVEF),left ventricular end-diastolic diameter(LVEDD),left ventricular end-systolic diameter(LVESD),mitral orifice early/late diastolic blood flow velocity ratio(E/A ratio),E/mitral and tricuspid valve ostia and the peak early diastolic velocity(E/e')]at admission,at 1st and 7th day after treatment,and prognosis indexes[mechanical ventilation time,intensive care unit(ICU)length of stay,total hospital stay,28-day survival rate]were compared between two groups.Draw the Kaplan-Meier survival curve and compare the difference in the 28-day cumulative survival rate between the two groups of patients.Results After 7 days therapy,LVEF of the treatment group was significantly higher than that the control(0.524±0.132 vs.0.458±0.118,P<0.05)and E/e'ratio of the treatment group was significantly lower than the control group[11.17(9.57,12.04)vs.11.82(11.28,13.72),P<0.05].There were no significant differences in the 28-day mortality and total hospital stay time between the two groups,but mechanical ventilation time[days:7.00(0.00,11.00)vs.12.50(3.50,21.75),P<0.05]and stay time of ICU[days:14.50(7.75,25.00)vs.21.00(14.25,31.50),P<0.05]in the treatment group were shorter than those in the control group.The Kaplan-Meier survival showed that the cumulative 28-day survival rate was similar between two groups(Log-Rank:χ2=1.448,P=0.229).Conclusion The method of blood-cooling and blood stasis-resolving could decrease mechanical ventilation time and length of stay in ICU of SIMD patients and could increase LVEF in the treatment group.
9.Feasibility of acceptance of multiple accelerators using Elekta AGL standard procedures
Liang ZHAO ; Guiyuan LI ; Xiaohong WAN ; Xinyuan CHEN ; Kuo MEN ; Jianrong DAI ; Yuan TIAN
Chinese Journal of Radiation Oncology 2024;33(3):244-249
Objective:To verify the feasibility of using Elekta accelerated go live (AGL) standard process for the acceptance of multiple accelerators.Methods:The beams of three accelerators were adjusted by PTW Beamscan three-dimensional water tank to reach the AGL standard. Dose verification was performed for three accelerators that met AGL standards. A simple field test example from Cancer Hospital Chinese Academy of Medical Sciences was used to compare the MapCheck 3 surface dose measurement results with the surface dose calculated by the same accelerator model. Images of 10 patients including head and neck, esophagus, breast, lung and rectum were randomly selected. volumetric-modulated arc therapy (VMAT) and intensity modulated radiation therapy (IMRT) treatment techniques were used for planning design, and the measured dose of ArcCheck was compared with the planned dose calculated by the same accelerator model. One-way ANOVA was used to statistically analyze the passing rates of two-dimensional and three-dimensional dose verification.Results:The 6 MV X-ray percentage depth dose at 10 cm underwater (PDD 10) of three accelerators was 67.45%, 67.36%, 67.47%, and the maximum deviation between the three accelerators was 0.11%. The 6 MV flattenting filter free (FFF) mode X-ray PDD 10 was 67.33%, 67.20%, 67.20%, and the maximum deviation between the three accelerators was 0.13%. All required discrete point doses on each energy 30 cm×30 cm Profile spindle of the three accelerator X-rays deviated less than ±1% from the standard data. Absolute γ analysis was performed on the results of MapCheck 3 two-dimensional dose matrix validation. Under the 10% threshold of 2 mm/3% standard, the average passing rate of the test cases in Cancer Hospital Chinese Academy of Medical Sciences was above 99%, and the difference was not statistically significant ( P>0.05). Absolute γ analysis was performed on the ArcCheck verification results. Under the 10% threshold, the pass rate of 2 mm/3% was all above 95%, the maximum average passing rate of the three accelerators with different energy and different treatment techniques was 0.28% (6 MV, VMAT), 0.19%(6 MV FFF, VMAT), 0.56% (6 MV, IMRT) and 0.05% (6 MV FFF, IMRT), and the difference was not statistically significant ( P>0.05). Conclusion:Compared with traditional accelerator acceptance process, the acceptance time of each accelerator is shortened by 4-6 weeks by using the AGL standard process, and the radiotherapy plan of patients can be interchangeably executed among different accelerators.
10.Study on the interaction between volatile oil components and skin lipids based on molecular docking techniques
Weishuo REN ; Tuya WULAN ; Xingxing DAI ; Yingying ZHANG ; Mingyue JIA ; Minfang FENG ; Xinyuan SHI
Digital Chinese Medicine 2024;7(2):148-159
Objective To analyze the interactions between different structural types of volatile oil compo-nents(VOCs)and skin lipid molecules,and investigate the mechanism of volatile oil in Chi-nese materia medica(VOCMM)as penetration enhancers. Methods In this study,210 different structural types of VOCs were selected from the VOCMM penetration enhancer database,and the molecular docking experiments were conducted with three main lipid molecules of skin:ceramide 2(CER2),cholesterol(CHL),and free fatty acid(FFA).Each VOC was docked individually with each lipid molecule.Cluster analysis was used to explore the relationship between the binding energy of VOCs and their molecular struc-tures.Nine specific pathogen-free(SPF)Sprague Dawley(SD)rats were randomly divided in-to Control,Nootkatone,and 3-Butylidenephthalide groups for in vitro percutaneous experi-ments,with three rats in each group.The donor pool solutions were 3%gastrodin,3%gas-trodin+3%nootkatone,and 3%gastrodin+3%3-butylidenephthalide,respectively.The pen-etration enhancing effects of VOCs with higher binding energy were evaluated by comparing the 12-hour cumulative percutaneous absorption of gastrodin(Q12,μg/cm2). Results(i)Most of the VOCs were non-hydrogen bonded to the hydrophobic parts of CHL and FFA,and hydrogen bonded to the head group of CER2.Among them,sesquiterpene ox-ides showed the most pronounced binding affinity to CER2.The VOCs with 2-4 rings(in-cluding carbon rings,benzene rings,and heterocycles)demonstrated stronger binding affini-ty for three skin lipid molecules compared with the VOCs without intramolecular rings(P<0.01).(ii)According to the cluster analysis,most of the VOCs that bond well to CER2 had 2-3 intramolecular rings.The non-oxygenated VOCs were bonded to CER2 in a hydrophobic manner.The oxygenated VOCs were mostly bonded to CER2 by hydrogen bonding.(iii)The results of Franz diffusion cell experiment showed that the Q12 of Control group was 260.60±25.09 μg/cm2,and the transdermal absorption of gastrodin was significantly increased in Nootkatone group(Q12=5 503.00±1 080.00 μg/cm2,P<0.01).The transdermal absorption of gastrodin was also increased in 3-Butylidenephthalide group(Q12=495.40±56.98 μg/cm2,P>0.05).(iv)The type of oxygen-containing functional groups in VOCs was also an influencing factor of binding affinity to CER2. Conclusion The interactions between different types of VOCs with different structures in the VOCMM and three skin lipid molecules in the stratum corneum were investigated at the molecular level in this paper.This research provided theoretical guidance and data support for the screening of volatile oil-based penetration enhancers,and a simple and rapid method for studying the penetration-enhancing mechanism of volatile oils.

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