1.Machine Learning-Based Computed Tomography-Derived Fractional Flow Reserve Predicts Need for Coronary Revascularisation Prior to Transcatheter Aortic Valve Implantation
Kai Dick David LEUNG ; Pan Pan NG ; Boris Chun Kei CHOW ; Keith Wan Hang CHIU ; Neeraj Ramesh MAHBOOBANI ; Yuet-Wong CHENG ; Eric Chi Yuen WONG ; Alan Ka Chun CHAN ; Augus Shing Fung CHUI ; Michael Kang-Yin LEE ; Jonan Chun Yin LEE
Cardiovascular Imaging Asia 2025;9(1):2-8
Objective:
Patients with severe symptomatic aortic stenosis are assessed for coronary artery disease (CAD) prior to transcatheter aortic valve implantation (TAVI) with treatment implications. Invasive coronary angiography (ICA) is the recommended modality but is associated with peri-procedural complications. Integrating machine learning (ML)-based computed tomography-derived fractional flow reserve (CT-FFR) into existing TAVI-planning CT protocol may aid exclusion of significant CAD and thus avoiding ICA in selected patients.
Materials and Methods:
A single-center, retrospective study was conducted, 41 TAVI candidates with both TAVI-planning CT and ICA performed were analyzed. CT datasets were evaluated by a ML-based CT-FFR software. Beta-blocker and nitroglycerin were not administered in these patients. The primary outcome was to identify significant CAD. The diagnostic performance of CT-FFR was compared against ICA.
Results:
On per-patient level, the sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV) and diagnostic accuracy were 89%, 94%, 80%, 97% and 93%, respectively. On per-vessel level, the sensitivity, specificity, PPV, NPV and diagnostic accuracy were 75%, 94%, 67%, 96% and 92%, respectively. The area under the receiver operative characteristics curve per individual coronary vessels yielded overall 0.90 (95% confidence interval 85%–95%). ICA may be avoided in up to 80% of patients if CT-FFR results were negative.
Conclusion
ML-based CT-FFR can provide accurate screening capabilities for significant CAD thus avoiding ICA. Its integration to existing TAVI-planning CT is feasible with the potential of improving the safety and efficiency of pre-TAVI CAD assessment.
2.Application of dezocine in patient-controlled intravenous analgesia after laryngectomy:a prospective randomized controlled study
Wen-Jing YI ; Li-Chun WAN ; Yi-Ting PAN ; Jie LI
Fudan University Journal of Medical Sciences 2024;51(2):238-242
Objective To investigate different doses of the analgesic effects of dezocine comparing with sufentanil after laryngectomy.Methods A total of 129 patients who underwent elective partial laryngectomy from Feb 2022 to Jan 2023 were randomly assigned to dezocine 0.5 mg/kg group(group D1),dezocine 0.6 mg/kg group(group D2)and sufentanil 2 μg/kg group(group S).Twenty-four hours amount of drugs,the visual analogue scale(visual analogue scale,VAS)and 48 h total pressing times of PCA(patient-controlled intravenous analgesia,PCIA)were compared among the three groups at 6,12,24 and 48 h after operation,and the postoperative adverse reactions(nausea,vomiting,dizziness,urinary retention and respiratory depression)were recorded.Results There was no significant difference in 24 h amount of drugs among the three groups.The VAS score of group D1 was higher than that of group S at 6 h postoperatively(P<0.05),but did not differ significantly among the three groups at 12,24 and 48 h.There was no significant differences in the number of compressions and postoperative adverse reactions among the three groups.Conclusion Compared with sufentanil,0.6 mg/kg dezocine can provide the same degree of analgesic effect.However,no advantage was found to reduce adverse reactions.
3.Migraineur patent foramen ovale risk prediction model for female migraine patient streaming and clinical decision-making
Xiao-Chun ZHANG ; Jia-Ning FAN ; Li ZHU ; Feng ZHANG ; Da-Wei LIN ; Wan-Ling WANG ; Wen-Zhi PAN ; Da-Xin ZHOU ; Jun-Bo GE
Fudan University Journal of Medical Sciences 2024;51(4):505-514
Objective To investigate the clinical characteristics of female migraine patients with patent foramen ovale(PFO)and design a risk prediction model for PFO in female migraine patients(migraineur patients PFO risk prediction model,MPRPM).Methods Female migraine patients who visited Zhongshan Hospital,Fudan University from Jun 1,2019 to Dec 31,2022 were included.Preoperative information and follow-up results after discontinuation of medication were collected.Patients were divided into PFO-positive and PFO-negative groups based on transesophageal echocardiography results.A multivariate Logistic regression model and a random forest model were constructed,and the random forest model was validated multidimensionally.Key features were selected based on the mean decrease accuracy(MDA)to construct MPRPM.Results A total of 305 female patients were included in the study,with 204 patients in the PFO-positive group and 101 patients in the PFO-negative group.Multivariate Logistic regression analysis showed that age at migraine onset,attack frequency,severe impact on life during attacks,exercise-related headaches,menstruation-induced headaches,aura migraines,and a history of cryptogenic stroke were predictive factors for PFO positivity.The random forest model effectively predicted the incidence of PFO in female migraine patients,with an AUC of 0.895(95%CI:0.847-0.943).MPRPM demonstrated a sensitivity of 71.6%and specificity of 91.1%(AUC:0.862,95%CI:0.818-0.906,P<0.001).The optimal cut-off value was 2.5 points.Patients correctly classified by the model showed a higher rate of symptom improvement compared to incorrectly classified patients(94.3%vs.82.0%,P=0.023).Conclusion We identified predictive factors for PFO in migraine patients.MPRPM can provide guidance in the diagnostic process and therapeutic decision-making for female migraine patients,assist in patient triage,and reduce the healthcare burden.
4.The distribution of blood pressure and associated factors of the elderly with type 2 diabetes in Jiangsu Province.
Jia Hui LIU ; Han Kun XIE ; Jian SU ; Zheng ZHU ; En Chun PAN ; Yan LU ; Fu Ping WAN ; Qing Yang YAN ; Ning ZHANG ; Shu Jun GU ; Ming WU ; Jin Yi ZHOU ; Chong SHEN
Chinese Journal of Preventive Medicine 2023;57(5):614-625
Objective: To investigate the distribution of blood pressure and analyze the associated factors of blood pressure of the elderly with type 2 diabetes in Jiangsu Province. Methods: The elderly over 60 years old participants with type 2 diabetes in the communities of Huai'an City and Changshu City, Jiangsu Province were selected in this study. They were divided into two groups: taking antihypertensive drugs and not taking antihypertensive drugs. The demographic characteristics, such as age and sex, and relevant factors were collected by questionnaire. The systolic blood pressure (SBP) and diastolic blood pressure (DBP) were measured by physical examination. The percentile of SBP and DBP in each age group of men and women were described. The kernel density estimation curve was used to show the blood pressure distribution. The trend of blood pressure with age was fitted by locally weighted regression. The logistic regression model was used to analyze relevant factors of blood pressure. Results: A total of 12 949 participants were included in this study, including 7 775 patients in the antihypertensive drug group and 5 174 patients in the group without antihypertensive drugs. The SBP of participants was concentrated at 140-160 mmHg, and their DBP was concentrated at 75-85 mmHg. There were significant differences in the distribution of blood pressure among the subgroups of body mass index (BMI) and rural areas whether taking antihypertensive drugs and not. For participants aged under 80 years old, the SBP showed an increasing trend with age and the DBP showed a decreasing trend with age. Age, BMI ≥24 kg/m2, fasting blood glucose ≥7.0 mmol/L, living in rural areas and no smoking were influencing factors of the elevated SBP; BMI ≥24 kg/m2, male, living in rural areas, no smoking, drinking alcohol and not receiving drug hypoglycemic treatment were influencing factors of the elevated DBP. Conclusion: The SBP of older diabetic adults in Jiangsu Province is at a high level, and the distribution of blood pressure is significantly different between men and women in taking antihypertensive drugs group. The SBP presents a rising trend and the DBP is decreasing at the age of 60-80 years. The blood pressure level of this population are mainly affected by age, BMI, urban and rural areas, smoking.
Adult
;
Aged
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Humans
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Male
;
Female
;
Middle Aged
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Aged, 80 and over
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Blood Pressure/physiology*
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Diabetes Mellitus, Type 2/epidemiology*
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Antihypertensive Agents/therapeutic use*
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Smoking
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Body Mass Index
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Hypertension/epidemiology*
5.Atezolizumab therapy in Chinese patients with locally advanced or metastatic solid tumors: An open-label, phase Ⅰ study.
Li ZHANG ; Ji Fang GONG ; Hong Ming PAN ; Yu Xian BAI ; Tian Shu LIU ; Ying CHENG ; Ya Chi CHEN ; Jia Ying HUANG ; Ting Ting XU ; Fei Jiao GE ; Wan Ling HSU ; Jia SHI ; Xi Chun HU ; Lin SHEN
Journal of Peking University(Health Sciences) 2022;54(5):971-980
OBJECTIVE:
To evaluate pharmacokinetics (PK), efficacy, and safety of atezolizumab (anti-PD-L1) in high interest cancers in China, including esophageal cancer (EC), gastric cancer (GC), hepatocellular carcinoma (HCC), nasopharyngeal cancer (NPC), and non-small cell lung can-cer (NSCLC).
METHODS:
This phase I, open-label study was conducted at 6 Chinese sites from August 4, 2016 to April 15, 2019. The patients were ≥18 years old with a histologically documented incurable or metastatic solid tumor that was advanced or recurrent and had progressed since the last anti-tumor the-rapy. The PK phase characterized PK and safety of atezolizumab following multiple-dose administration when atezolizumab was administered as a single agent. The extension phase studied safety and efficacy of atezolizumab, as monotherapy (EC, GC, HCC, NPC) and with chemotherapy (NSCLC).
RESULTS:
This study enrolled 120 patients (PK phase: n=20; extension phase: n=20/cohort). Fourty-two patients (42.0%) were PD-L1 positive in atezolizumab monotherapy group (100 patients), of the 9 patients (9.0%) with microsatellite instability-high (MSI-H) tumors. Atezolizumab clearance was 0.219 L/d, and steady state was reached after 6 to 9 weeks (2-3 cycles) of repeated dosing. Objective response rates (ORRs) in EC, GC, HCC, NPC, and NSCLC were 10.0%, 15.0%, 10.0%, 5.0%, and 40.0%, respectively. In the patients with PD-L1 positive tumors, ORR was 11.9% with atezolizumab and 46.2% with atezolizumab plus gemcitabine and cisplatin. Two GC patients achieved durable response after pseudo-progression. The most common treatment-related adverse events in the atezolizumab monotherapy group were fatigue, anemia, fever, and decreased white blood cell count. The most common treatment-related adverse events in the combination group were anemia, decreased white blood cell count, and decreased appetite. No new safety signals were identified.
CONCLUSION
Atezolizumab's PK, efficacy, and safety were similar in Chinese patients vs. global patients in previous studies.
Adolescent
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Antibodies, Monoclonal, Humanized
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Antineoplastic Agents/therapeutic use*
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Antineoplastic Combined Chemotherapy Protocols/therapeutic use*
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Carcinoma, Hepatocellular/drug therapy*
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Cisplatin/therapeutic use*
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Humans
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Liver Neoplasms/drug therapy*
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Lung Neoplasms/pathology*
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Nasopharyngeal Neoplasms/drug therapy*
6.Ultrasonographic assessment and differentiation of spontaneous degenerating cystic thyroid nodules and papillary thyroid carcinomas.
Xing Zhi HUANG ; Xiang MIN ; Ai Yun ZHOU ; Wan ZHU ; Xin Chun YUAN ; Qi QI ; Fan XIAO ; Pan XU
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2021;56(1):75-78
Objective: To analyze the features of degenerating cystic thyroid nodules (DCTN) on conventional ultrasound and contrast-enhanced ultrasound (CEUS), and to explore the differentiation between DCTN and papillary thyroid carcinomas (PTC). Methods: A total of 46 DCTN (39 cases, including 12 males and 27 females, with an age range of 25 to 76 years) and 36 PTC (32 cases, including 8 males and 24 females, with an age range of 23 to 68 years) diagnosed via fine- needle aspiration (FNA) or surgery from February 2019 to January 2020 in the First Affiliated Hospital of Nanchang University were enrolled. The size, shape, margin, echogenicity, presence of shadowing, calcification and vascularity of DCTN and PTC were retrospectively evaluated, and 28 DCTN and 30 PTC underwent CEUS were separately analyzed and compared.The t test, χ² test or Fisher's exact test were implemented to compare the features of ultrasound among the two groups. The binary Logistic regression test was performed to determine whether the feature whose difference was statistically significant was an independent predictive risk factor. Results: A univariate analysis indicated that DCTN more frequently showed wider-than-tall shapes, marked hypoechogenicity, well-defined margin and no or dot-lined enhancement (wider-than-tall shapes: 36 vs. 17, χ2=8.511; well-defined margin: 30 vs. 15, χ2=4.523; marked hypoechogenicity: 27 vs. 9, χ2=9.310; no or dot-lined enhancement: 24 vs. 3, χ2=33.369; all P<0.05). A multivariate analysis demonstrated that wider-than-tall shapes, well-defined margin and marked hypoechogenicity were independent predictors for DCTN (OR values were 5.204, 3.134 and 5.042, P values were 0.003, 0.031, and 0.003, respectively). Among 28 DCTN, 15 showed a decrease in mean maximum diameter (24.3±11.4 mm) with a mean time span of (18.6±10.5) months between the presence and absence of suspicious ultrasound features. Conclusions: Compared with PTC, DCTN shows the ultrasound characteristics of wider-than-tall shapes, well-defined margin, marked hypoechogenicity and no or dot-lined enhancement pattern. Ultrasound follow-up can help to identify spontaneous DCTN.
Adult
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Aged
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Carcinoma, Papillary/diagnostic imaging*
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Female
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Humans
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Male
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Middle Aged
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Retrospective Studies
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Thyroid Cancer, Papillary/diagnostic imaging*
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Thyroid Neoplasms/diagnostic imaging*
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Thyroid Nodule/diagnostic imaging*
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Ultrasonography
7.Clinical value of bedside abdominal sonography performed by certified sonographer in emergency evaluation of blunt abdominal trauma
Nie-Xia HE ; Jin-Hui YU ; Wan-Yi ZHAO ; Chun-Fang GU ; Ya-Fei YIN ; Xu PAN ; Hua ZHONG
Chinese Journal of Traumatology 2020;23(5):280-283
Purpose::To investigate the accuracy and efficiency of bedside ultrasonography application performed by certified sonographer in emergency patients with blunt abdominal trauma.Methods::The study was carried out from 2017 to 2019. Findings in operations or on computed tomography (CT) were used as references to evaluate the accuracy of bedside abdominal ultrasonography. The time needed for bedside abdominal ultrasonography or CT examination was collected separately to evaluate the efficiency of bedside abdominal ultrasonography application.Results::Bedside abdominal ultrasonography was performed in 106 patients with blunt abdominal trauma, of which 71 critical patients received surgery. The overall diagnostic accordance rate was 88.68%. The diagnostic accordance rate for liver injury, spleen injury, kidney injury, gut perforation, retroperitoneal hematoma and multiple abdominal organ injury were 100%, 94.73%, 94.12%, 20.00%, 100% and 81.48%, respectively. Among the 71 critical patients, the diagnostic accordance rate was 94.37%, in which the diagnostic accordance rate for liver injury, spleen injury, kidney injury, gut perforation and multiple abdominal organ injury were 100%, 100%, 100%, 20.00% and 100%. The mean time for imaging examination of bedside abdominal ultrasonography was longer than that for CT scan (4.45 ± 1.63 vs. 2.38 ± 1.19) min; however, the mean waiting time before examination (7.37 ± 2.01 vs. 16.42 ± 6.37) min, the time to make a diagnostic report (6.42 ± 3.35 vs. 36.26 ± 13.33) min, and the overall time (17.24 ± 2.33 vs. 55.06 ± 6.96) min were shorter for bedside abdominal ultrasonography than for CT scan. Conclusion::Bedside ultrasonography application provides both efficiency and reliability for the assessment of blunt abdominal trauma. Especially for patients with free peritoneal effusion and critical patients, bedside ultrasonography has been proved obvious advantageous. However, for negative bedside ultrasonography patients with blunt abdominal trauma, we recommend further abdominal CT scan or serial ultrasonography scans subsequently.
8.Effects of estrogen receptor GPR30 agonist G1 on neuronal apoptosis and microglia polarization in traumatic brain injury rats.
Meng-Xian PAN ; Jun-Chun TANG ; Rui LIU ; Yu-Gong FENG ; Qi WAN
Chinese Journal of Traumatology 2018;21(4):224-228
PURPOSETo investigate the effects of estrogen G protein-coupled receptor 30 (GPR30) agonist G1 on hippocampal neuronal apoptosis and microglial polarization in rat traumatic brain injury (TBI).
METHODSMale SD rats were randomly divided into sham group, TBI + vehicle group, TBI + G1 group. Experimental moderate TBI was induced using Feeney's weigh-drop method. G1 (100μg/kg) or vehicle was intravenously injected from femoral vein at 30 min post-injury. Rats were sacrificed at 24 h after injury for detection of neuronal apoptosis and microglia polarization. Neuronal apoptosis was assayed by immunofluorescent staining of active caspase-3. M1 type microglia markers (iNOS and IL-1β) and M2 type markers (Arg1 and IL-4) were examined by immunoblotting or ELISA. Total protein level of Akt and phosphorylated Akt were assayed by immunoblotting.
RESULTSG1 significantly reduced active caspase-3 positive neurons in hippocampus. Meanwhile G1 increased the ratio of Arg1/iNOS. IL-1β production was decreased but IL-4 was increased after G1 treatment. G1 treatment also increased the active form of Akt.
CONCLUSIONSGPR30 agonist G1 inhibited neuronal apoptosis and favored microglia polarization to M2 type.
Animals ; Apoptosis ; drug effects ; Brain Injuries, Traumatic ; drug therapy ; pathology ; Cell Polarity ; Hippocampus ; drug effects ; Interleukin-1beta ; biosynthesis ; Male ; Microglia ; drug effects ; Neurons ; drug effects ; Proto-Oncogene Proteins c-akt ; metabolism ; Rats ; Rats, Sprague-Dawley ; Receptors, G-Protein-Coupled ; agonists
9.Mechanism of IL-6 induced secretion of IL-10 in nasopharyngeal carcinoma CNE-2 cells
Wang-Bo YU ; Qing-Chun PAN ; Si-Jun LI ; Wan LI ; Li-Fang MAO
Journal of Regional Anatomy and Operative Surgery 2018;27(3):163-167
Objective To study the mechanism of IL-6 stimulated the secretion of IL-10 in nasopharyngeal carcinoma CNE-2 cells.Methods Nasopharyngeal carcinoma CNE-2 cells were cultured with recombination cytokine IL-6 in vitro,or anti-IL-6 receptor antibody and signal pathway inhibitor were pre-incubated for 1 hour,and then IL-6 were added,the mRNA and protein level of IL-10 were separately detected by RT-PCR and enzyme-linked immunosorbent assay.Results Compared with the control group,the expression and secretion of IL-10 in IL-6 stimulated group were significantly increased,which was in a dose and time dependent way,the difference was significant(P < 0.01).Additionally,IL-6 stimulated the expression and secretion of IL-10 by CNE-2 cells were significantly decreased in following pre-incubated with anti-IL-6 receptor antibody or NF-κB inhibitor,the difference was significant(P < 0.01),but such effect was not detected when CNE-2 cells were pre-incubated with the PI3K inhibitor,p38/MAPK inhibitor,JNK inhibitor,MEK1/2 inhibitor and STAT3 inhibitor.Conclusion IL-6 can induce the expression and secretion of IL-10 in nasopharyngeal carcinoma CNE-2 cells via IL-6R/NF-κB signal pathway,and blocking IL-6 signal may be useful for the immunotherapy of nasopharyngeal carcinoma.
10.Combined use of adipose-derived stem ceIIs and eIectrospun membrane for preparing sandwich-Iike cardiac ceII sheets
Zhang-Song WU ; Hong-Xia ZHU ; Zhi-Qiang LUO ; Wan-Chun PAN ; Fang YANG ; Xin-Yan LIN ; Yan-Xia ZHU
Chinese Journal of Tissue Engineering Research 2018;22(2):254-260
BACKGROUND: Increasing studies have shown that cell-sheet engineering is a more promising method for the treatment of myocardial infarction. OBJECTIVE: To construct sandwich-like myocardial cell sheets with electrospun chitosan-collagen membrane as support membrane and with adipose-derived stem cells as seed cells. METHODS: In this study, we prepared electrospun chitosan-collagen membranes at different mass ratio (7:3, 5:5) as a support membrane. Adipose-derived stem cells at passage 4 that were cultured in a thermo-sensitive petri dish for 3 days were seeded onto the two kinds of electrospun membranes at 20 ℃ for 15 minutes until the cell sheets rolled up. Then, the electrospun membranes and cell sheets with the cell layers facing up were placed together onto another thermo-sensitive petri dish in which adipose-derived stem cells were confluent completely. After 30 minutes of culture, the cell sheets were cultured in myocardial cell medium. Two weeks later, cell morphology was observed using multi-photon microscopy. Immunocytochemistry, western blot and flow cytometry were used to detect the expression of TnI and Cx43 in the myocardium. Real-time quantitative PCR was used to detect cardiomyocyte-specific gene expression. RESULTS AND CONCLUSION: From the results of scanning electronic microscopy (SEM) and propidium iodide (PI) staining, we could found that ADSCs grew easily on the chitosan-collagen (5:5) membrane, and there were more dead cells on the chitosan-collagen (7:3) membrane than on the chitosan-collagen (5:5) membrane. After 2 weeks of differentiation with the myocardial cell medium, higher troponin I and Cx43 protein expressions were observed on the chitosan-collagen (5:5) membrane (P<0.05). Moreover, the mRNA levels of α-skA, β-MHC, TnI, Cx43, ANP, GATA-4 and Nkx2.5 were higher in the chitosan-collagen (5:5) membrane group than the chitosan-collagen (7:3) membrane group. All these results indicate that the chitosan-collagen (5:5) membrane is better for the growth and differentiation of adipose-derived stem cells, as well as for sandwich-like cell-sheet construction.

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