1.Application of deep learning models based on super-resolution endorectal ultrasound in predicting perineural invasion in rectal cancer
Yajiao GAN ; Qiping HU ; Xinyi WANG ; Yixi SU ; Qingling SHEN ; Minling ZHUO ; Yi TANG ; Xiaodong LIN ; Yue YU ; Youjia LIN ; Qingfu QIAN ; Zhikui CHEN
Chinese Journal of Ultrasonography 2025;34(10):848-857
Objective:To develop a deep learning model based on super-resolution endorectal ultrasound(ERUS)images for the preoperative prediction of perineural invasion(PNI)in patients with rectal cancer,thereby providing a reference for risk stratification and individualized treatment planning.Methods:A retrospective analysis was conducted on 382 patients with rectal cancer who underwent total mesorectal excision at Fujian Medical University Union Hospital between June 2019 and February 2024. Patients were randomly divided into a training set( n=305)and a test set( n=77)at a ratio of 8∶2,and further grouped into PNI-negative group and PNI-positive group subgroups based on pathological results. Super-resolution ultrasound images were generated from original ERUS images using a generative adversarial network(GAN). Deep convolutional neural networks were developed based on features from intratumoral and peritumoral regions to identify the optimal region of interest(ROI). The dSR5_ResNet18 and dSR5_ResNet50 models were constructed using the super-resolution images with a 5-pixel peritumoral extension. Representative clinical features were selected for subgroup analysis based on sample size and intergroup statistical differences between PNI-positive and PNI-negative patients. Forest plots were used to evaluate model applicability and robustness across subgroups. Results:The dSR5_ResNet18 model,built using super-resolution images of the tumor combined with a 5-pixel peritumoral region,achieved the best predictive performance,with an AUC of 0.867(95% CI=0.782 - 0.952)in the test set. Decision curve analysis demonstrated that the dSR5_ResNet18 model provided the greatest net clinical benefit. Forest plot analysis indicated strong generalizability of the models across subgroups such as pathological N stage,maximum lesion length,and lymph node enlargement,though relatively weaker performance was observed in the carcinoembryonic antigen(CEA)subgroup. Among all models,dSR5_ResNet18 exhibited the most consistent performance across subgroups,with the narrowest confidence intervals and highest robustness. Conclusions:The deep learning model incorporating ERUS-based super-resolution reconstruction demonstrated excellent performance in the preoperative prediction of PNI in rectal cancer. It offers significant advantages in image quality and generalizability,and may serve as a valuable tool to assist clinicians in formulating personalized treatment strategies.
2.Application of deep learning models based on super-resolution endorectal ultrasound in predicting perineural invasion in rectal cancer
Yajiao GAN ; Qiping HU ; Xinyi WANG ; Yixi SU ; Qingling SHEN ; Minling ZHUO ; Yi TANG ; Xiaodong LIN ; Yue YU ; Youjia LIN ; Qingfu QIAN ; Zhikui CHEN
Chinese Journal of Ultrasonography 2025;34(10):848-857
Objective:To develop a deep learning model based on super-resolution endorectal ultrasound(ERUS)images for the preoperative prediction of perineural invasion(PNI)in patients with rectal cancer,thereby providing a reference for risk stratification and individualized treatment planning.Methods:A retrospective analysis was conducted on 382 patients with rectal cancer who underwent total mesorectal excision at Fujian Medical University Union Hospital between June 2019 and February 2024. Patients were randomly divided into a training set( n=305)and a test set( n=77)at a ratio of 8∶2,and further grouped into PNI-negative group and PNI-positive group subgroups based on pathological results. Super-resolution ultrasound images were generated from original ERUS images using a generative adversarial network(GAN). Deep convolutional neural networks were developed based on features from intratumoral and peritumoral regions to identify the optimal region of interest(ROI). The dSR5_ResNet18 and dSR5_ResNet50 models were constructed using the super-resolution images with a 5-pixel peritumoral extension. Representative clinical features were selected for subgroup analysis based on sample size and intergroup statistical differences between PNI-positive and PNI-negative patients. Forest plots were used to evaluate model applicability and robustness across subgroups. Results:The dSR5_ResNet18 model,built using super-resolution images of the tumor combined with a 5-pixel peritumoral region,achieved the best predictive performance,with an AUC of 0.867(95% CI=0.782 - 0.952)in the test set. Decision curve analysis demonstrated that the dSR5_ResNet18 model provided the greatest net clinical benefit. Forest plot analysis indicated strong generalizability of the models across subgroups such as pathological N stage,maximum lesion length,and lymph node enlargement,though relatively weaker performance was observed in the carcinoembryonic antigen(CEA)subgroup. Among all models,dSR5_ResNet18 exhibited the most consistent performance across subgroups,with the narrowest confidence intervals and highest robustness. Conclusions:The deep learning model incorporating ERUS-based super-resolution reconstruction demonstrated excellent performance in the preoperative prediction of PNI in rectal cancer. It offers significant advantages in image quality and generalizability,and may serve as a valuable tool to assist clinicians in formulating personalized treatment strategies.
3.Treatment of Diabetic Retinopathy with Blood Stasis, Collateral Obstruction, and Qi and Yin Deficiency Syndrome with Tongluo Mingmu Capsules: A Randomized, Double-blind, and Multi-center Phase Ⅲ Clinical Trial
Junxia REN ; Yongzheng WANG ; Xiaofei LIU ; Li SUN ; Libo YANG ; Lie WU ; Fengmei LIAN ; Qiping WEI ; Lijuan WEI ; Jingsheng YU ; Jianke HAN
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(7):170-178
ObjectiveTo evaluate the clinical efficacy and safety of Tongluo Mingmu capsules in the treatment of diabetic retinopathy with blood stasis, collateral obstruction, and Qi and Yin deficiency syndrome. MethodA randomized, double-blind, positive-control, and multi-center clinical trial design method was used. 416 patients with diabetic retinopathy with blood stasis, collateral obstruction, and Qi and Yin deficiency syndrome in four test centers were included (the ratio of the treatment group to the control group was 3∶1). On the basis of standardized hypoglycemic treatment, the treatment group was given both four Tongluo Mingmu capsules and two Calcium Dobesilate capsule agents three times a day, while the control group were given both two Calcium Dobesilate capsules and four Tongluo Mingmu capsule agents three times a day. The course of treatment was 12 weeks. The curative effect of Tongluo Mingmu capsules was evaluated by comparing the comprehensive curative effect of diabetic retinopathy, traditional Chinese medicine(TCM) syndrome score, corrected visual acuity, fundus changes, fundus fluorescence angiography, and other curative effect indexes before and after treatment in the two groups. At the same time, general examination, laboratory examination, and adverse events were performed to evaluate the safety of the drug. ResultThe baseline demographic data and disease characteristics of the treatment group and the control group were balanced and comparable, with the difference not statistically significant. After 12 weeks of treatment, the total effective rate of the comprehensive curative effect of diabetic retinopathy in the treatment group (61.0%, 189/310) was better than that in the control group (44.1%, 45/102), and the difference was statistically significant (χ2=8.880, P<0.01). The total effective rate of TCM syndromes in the treatment group (88.4%, 259/293) was better than that in the control group (69.9%, 65/93), and the difference was statistically significant (χ2=17.927, P<0.01). The disappearance rate of dry eyes (χ2=8.305), dull complexion (χ2=4.053), lassitude (χ2=10.267), shortness of breath (χ2=8.494), and dry stool (χ2=8.657) in the treatment group was higher than that in the control group, and the difference between the groups was statistically significant (P<0.05, P<0.01). In terms of improving corrected visual acuity (χ2=8.382), fundus changes (χ2=6.026) , the treatment group was significantly better than the control group (P<0.05). During the trial, the incidence of adverse events in the treatment group and the control group was 1.3% and 2.9%, respectively. There was no significant difference between the two groups. In addition, there were no serious adverse events and adverse events leading to withdrawal in both groups. ConclusionTongluo Mingmu capsules can improve the comprehensive curative effect of diabetic retinopathy and enhance the efficacy of TCM syndromes, visual acuity, fundus changes, and fundus fluorescein angiography, with great safety. Therefore, it can provide a new alternative therapeutic drug for patients with diabetic retinopathy.
4.Development of a dressing component for preventing local pressure injury
Yebin YAO ; Jinqi LU ; Fenjuan SHI ; Huijie YU ; Hui SUN ; Qiping ZHANG ; Jianwen JIN
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2023;30(5):618-620
Non-invasive mechanical ventilation(NIV)is increasingly being used as a respiratory support technique in clinical practice.However,the pressure-related injuries should not be overlooked.In order to prevent local pressure injuries caused by NIV technology,a series of preventive measures have been adopted in clinical work.These measures include the use of dressings to provide pressure relief to the local skin.Currently,in clinical practice,when using preventive dressings,nurses need to cut them themselves based on the physiological structure of the patient's nose,forehead,or face.However,precise cutting can be challenging.If the dressing is cut too small,it may not provide adequate prevention,and if it's cut too large,it can cover too much skin,affecting the nurse's observation and the patient's comfort.Additionally,during NIV treatment,the preventive dressings used may become curled or displaced,requiring nurses to re-cut and replace them.This process inevitably leads to material wastage,increasing the cost of dressing use for patients.Moreover,the cutting tools used must meet infection control requirements,adding to the nursing workload and reducing the compliance of nurses in changing dressings.Our research team has designed a ready-made pressure injury prevention dressing component for use with NIV masks to prevent pressure injuries to the nasal and facial areas.It is precisely designed,flexible in composition,easy to use,and can provide multiple usage modes.It effectively combines emergency care with pressure relief measures,reducing the occurrence of pressure injuries to the patient's nasal and facial areas.This improves patient comfort and treatment compliance,facilitates technology-based nursing,and enhances clinical efficiency.It has significant clinical application value and has been granted a National Utility Model Patent(ZL 202020529121.6).
5.Characteristics and risk factors of local recurrence in resected pancreatic cancer
Zhenyong WANG ; Yu MENG ; Jinchao LI ; Lei ZHANG ; Yongjian WEI ; Chang LIU ; Qiping WANG ; Deqiang CHEN ; Ruhai LIU
Chinese Journal of General Surgery 2022;37(8):592-596
Objective:To investigate the characteristics and risk factors of local recurrence in resected pancreatic cancer.Methods:The clinicopathological data of 190 patients in whom recurrent sites can be identified after radical resection of pancreatic cancer from Sep 2013 to Aug 2020 at the Cangzhou Central Hospital were retrospectively analyzed. The survival time and clinicopathological characteristics of local recurrence were compared with those of other recurrence types. Cox risk regression model was used to analyze the risk factors of local recurrence.Results:The recurrence sites were local (49 cases, 25.8%), liver (53 cases, 27.9%), lung (35 cases, 18.4%), peritoneal (25 cases, 13.2%) and multiple sites (28 cases, 14.7%). Patients mRFS and mOS were 17.8 months and 30.9 months respectively. The clinicopathological features of patients with local recurrence were compared with those of other recurrence types [tumor diameter ( P=0.023), preoperative CA199 level ( P=0.021), peripancreatic nerve plexus invasion ( P=0.031), lymphovascular invasion ( P=0.004), surgical margin state ( P<0.001) and postoperative adjuvant chemotherapy ( P=0.038)]. Tumor diameter ( P=0.018), peripancreatic nerve plexus invasion ( P=0.002) and postoperative adjuvant chemotherapy ( P=0.004) were independent factors for local recurrence in resected pancreatic cancer, and only peripancreatic nerve plexus invasion was not associated with other recurrence types. Conclusions:Local recurrence in resected pancreatic cancer has important impact on the prognosis of patients. Peripancreatic nerve plexus invasion is an independent factor affecting local recurrence.
6. Study on the relationship of National Institutes of Health Stroke Scale score with heart rate variability and cardiac complication in elderly patients with acute cerebral infarction
Qiaoli LU ; Meisong XU ; Huan WANG ; Qiping YU ; Chen LI
Chinese Journal of Geriatrics 2019;38(12):1339-1343
Objective:
To investigate the relationship of National Institute of Health Stroke Scale(NIHSS)with heart rate variability(HRV)and cardiac complication in elderly patients with acute cerebral infarction, and to clarify the effect of early drug intervention on the regulation of autonomic nerve function in patients with high NIHSS score.
Methods:
One hundred twenty-six inpatients with first-onset acute cerebral infarction(ACI)(the cerebral infarction group)and 40 healthy subjects with no history of stroke(the control group)were retrospectively enrolled.All subjects underwent examinations of NIHSS and 24 h dynamic electrocardiogram.According to NIHSS score, patients in the cerebral infarction group were divided into 3 subgroups: NIHSS score 0-4 group(n=32), NIHSS score 5-15 group(n=66)and NIHSS score ≥ 15 group(n=28). The difference in HRV parameters were compared between ACI patients and the controls.Ninety-four ACI patients with NIHSS score ≥5 were randomly divided into 2 groups: (1)the traditional treatment group(n=44), taking routine drugs for cerebral infarction; (2)the special treatment group(n=42), taking metoprolol sustained release tablet and Shensonyangxin capsule as add-on to the routine drugs for cerebral infarction.The 24 h dynamic electrocardiogram examination were conducted 30 days after treatment.The differences in HRV parameters and cardiac complications were compared between the two treatment groups.
Results:
In patients with acute cerebral infarction, the time-domain parameters of normal-to-normal intervals(NNI), standard deviation of normal-to-normal intervals(SDNN), square root of the mean squared successive differences between normal-to-normaI RR intervals(RMSSD), percentage of adjacent normal-to-normal intervals that differed more than 50 ms(PNN50), frequency domain parameters low-frequency(LF)power and high-frequency(HF)power were significantly reduced as compared with those in the control group(
7.Effect of selective fenestration decompression for elderly patients with lumbar spinal canal stenosis
Bichun QUAN ; Jianmin YU ; Qiping XIAO ; Jun OU
Journal of Regional Anatomy and Operative Surgery 2014;(2):179-181
Objective To evaluate the curative effect of selective window decompression surgery for over 80-year-old patients with mul-tiple segment lumbar spinal stenosis. Methods The patients received the operation through posterior median approach. The location of le-sions were determined according to patients' symptom,physical examination and imaging examination,the selective window decompression sur-gery was performed in patients,JOA scoring method was used to evaluating the effect of surgery. Results In the recent follow-up of first 6 months after surgery,the response rate of 52 patients with follow-up was 100%. During the mid-term follow-up after 24~36 months,the re-sponse rate of 47 patients with follow-up is 90. 4%,the average follow-up time was 30. 4 months. The preoperative JOA score and postopera-tive score were (6. 93 +0. 52) and (11. 98 +0. 72) respectively,of which 40 cases achieved optimal standard (76. 9%),10 cases (19. 2%) achieved a good standard,2 cases reached the standard (3. 9%),the excellent rate was 96. 1%. The JOA score of mid-term fol-low-up was (12. 06 +0. 46),of which 36 cases reached optimal standard (76. 6%),10 cases achieved a good standard (21. 3%), but standard was in 1 case (2. 1%),the excellent rate was 97. 9%. The difference of JOA scores was statistically significant (P<0. 01). Con-clusion Selective windowing decompression has the advantages of small trauma,short recovery time and satisfied curative effect,which is suitable for elderly patients with lumbar spinal stenosis.
8.Secretion and expression of vascular endothelial growth factor and interleukin-8 by SH-SY5Y human neuroblastoma cells.
Zhigang FAN ; Yu LIN ; Qiping HUANG ; Meirong LUO ; Qinghua TIAN ; Donghuo ZHONG ; Quanyi FENG ; Zezhi WU
Chinese Journal of Biotechnology 2013;29(11):1629-1643
To establish vascular endothelial growth factor (VEGF) and interleukin-8 (IL-8) as secretary biomarkers for cell growth on topographic substrates, we have evaluated the secretion and expression of these 2 factors by SH-SY5Y human neuroblastoma cells on poly-L-lactide (PLLA) micropillar arrayed topographic substrates. We fabricated topographic substrates with UV lithography, silicon etching and polydimethylsiloxane-based replica molding, and interfaced SH-SY5Y human neuroblastoma cells with both the topographic substrates and PLLA flat substrates. Cell morphology and spreading were examined with scanning electron microscopy. The secretion and mRNA expression of VEGF and IL-8 were evaluated with enzyme linked immunosorbent assay (ELISA) and real time qPCR, respectively, 24 hours after cell plating. We successfully achieved 4 topographic substrates with a nominal pillar diameter of 2 microm and 4 microm, and a nominal pillar spacing of 2 microm and 7 microm. We found that the secretion and mRNA expression of VEGF and/or IL-8 by SH-SY5Y cells on 2-2 microm (pillar diameter-spacing), 4-2 microm and 4-7 microm topographic substrates were upregulated in comparison to those by cells on PLLA flat substrate, 24 hours after cell plating. Furthermore, both cytokines were even more substantially upregulated on the 2-7 microm substrate than on the other 3 topographic substrates. Compared to those on PLLA flat substrate, cells on topographic substrates showed significant changes in morphology (spreading area, perimeter and roundness), and the increase in the secretion and mRNA expression of VEGF and IL-8 was accompanied with a decrease in cell spreading areas. These results provided evidence that pillar arrayed topography was an important microenvironmental factor in affecting VEGF and IL-8 expression or secretion, and VEGF and IL-8 might serve as important secretary biomarkers for growth on topographic substrates by SH-SY5Y cells.
Biomarkers
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Cell Line
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Cell Proliferation
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Cellular Microenvironment
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Humans
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Interleukin-8
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genetics
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secretion
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Neuroblastoma
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secretion
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Polyesters
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chemistry
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RNA, Messenger
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genetics
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Vascular Endothelial Growth Factor A
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genetics
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secretion
9.Magnetic resonance imaging findings of traumatic temporomandibular joint injury induced by type Ⅵ condylar fracture
Yaohui YU ; Meihao WANG ; Dengfeng LIU ; Yiming FANG ; Xinghao ZHU ; Qiping REN ; Lulu PAN
Chinese Journal of Trauma 2012;28(1):46-48
Objective To investigate the application of MRI in evaluation of the traumatic temporomandibular joint (TMJ) injury induced by type Ⅵ condylar fracture. MethodsMRI was performed in TMJs in 18 patients with type Ⅵ condylar fractures at days 3-14 post-injury and the MRI findings were analyzed. ResultsMRI findings of 18 patients with traumatic TMJ injury with 19 sides of type Ⅵ condylar fractures showed 15 sides of TMJ disk displacement,nine sides of capsule tear,16 sides of retrodiscal tissue tear (double-plate area) and 19 sides of joint effusion change. Conclusions MRI is very important in the diagnosis and evaluation of traumatic TMJ injury,since it can clearly display the TMJ injuries in type Ⅵ condylar fractures.Therefore,the clinical application of MRI is beneficial for selection of the therapeutic schedules.
10.The research and practice on excellent course construction in higher vocational colleges
Qiping YU ; Chao NIE ; Aiping QIN ; Yongwen MAO
Chinese Journal of Medical Education Research 2011;10(2):220-222
Course construction is the groundwork for vocational college to improve education quality. The first thing for the excellent course construction is to raise awareness. The fundamental starting point and destination are benefitial to students. It must start from the teachers themselves, and have entire optimization in the teaching content,teaching methods ,teaching materials, the means of teaching and so on.

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