1.Research progress on H-E stained whole slide image analysis by artificial intelligence in lung cancer
Mengqi JIANG ; Yuchen HAN ; Xiaolong FU
China Oncology 2024;34(3):306-315
Pathology is the gold standard for diagnosis of neoplastic diseases.Whole slide imaging turns traditional slides into digital images,and artificial intelligence has shown great potential in pathological image analysis,especially deep learning models.The application of artificial intelligence in whole slide imaging of lung cancer involves many aspects such as histopathological classification,tumor microenvironment analysis,efficacy and survival prediction,etc.,which is expected to assist clinical decision-making of accurate treatment.Limitations in this field include the lack of precisely annotated data and slide quality varying among institutions.Here we summarized recent research in lung cancer pathology image analysis leveraging artificial intelligence and proposed several future directions.
2.The effects of apical dentin surface morphology made by Er∶YAG laser cut on the growth of periodontal ligament cells
Xiaoxiang HUANG ; Zimeng HAN ; Mengqi YU ; Xiaoyu LUO ; Benxiang HOU
Journal of Practical Stomatology 2024;40(6):787-792
Objective:To study the effects of the apical dentin surface morphology resected with Er∶YAG laser on the proliferation of human periodontal ligament cells(hPDLCs).Methods:66 single premolars were randomly divided into 3 groups(n=22),and the api-cal root slices were made by resection perpendicular to the root long axis 3 mm from the apex using high-speed handpiece(group A),piezosurgery(group B)and Er∶YAG laser(group C),respectively.SEM was used to observe the apical dentin surface in the aspects of debris,smear layer,dentinal tubules,cracks,ablation characteristics and the dentin surface roughness was measured.hPDLCs were clutured on the surface of the slices of the groups,CCK-8 method was used to detect cell proliferation on the samples at 24,48 and 72 h of culture,respectively.Results:The surface preparition time of group A was shorter than that of group B and C(P<0.001).SEM observation showed that in group C,there was no residual debris or stained layer,and dentin tubule was visible on the dention sur-faces.Detritus and stained layers were observed in group A and B,and dentin tubule was not observed in group A.Cracks were observed in all the groups,but less in group C.Roughness(nm)of group C(1 487.13±295.90)was higher than that of group A and B(P<0.001).CCK-8 assay showed that the cell proliferation(A value)of all groups increased gradually with the culture time after 24,48 and 72 h of hPDLCs seeded on the root surface.And the cell proliferation in group C was the most significant than that in group A and B(P<0.05)at 48 and 72 h.Conclusion:The morphological performance of the apical dentin surface resected with Er∶YAG laser is more conducive to hPDLCs growth than that with the ultrasound and burs.
3.Principle and clinical application of keloid core excision technique.
Xiaoye RAN ; Yuanbo LIU ; Shan ZHU ; Shanshan LI ; Zixiang CHEN ; Tinglu HAN ; Shengyang JIN ; Mengqi ZHOU ; Mengqing ZANG
Chinese Journal of Reparative and Reconstructive Surgery 2023;37(12):1569-1577
OBJECTIVE:
To review the research progress of the principle and clinical application of keloid core excision technique.
METHODS:
The literature on keloid core excision technique at home and abroad in recent years was extensively reviewed, and the principle, development history, indications, advantages and disadvantages of this technique were summarized, and the existing controversies were analyzed.
RESULTS:
Keloid core excision is a technique to remove the inner fibrous core from the keloid and cover the defect with the keloidal flap. It reduces the wound tension, yields good aesthetic results in the treatment of ear keloids, and reduces the recurrence rate of keloids combining with adjuvant therapies.
CONCLUSION
The keloid core excision technique has specific advantages, yet its overall efficacy remains controversial. Further studies are imperative to explore the mechanisms regarding keloid recurrence and the vascular supply principles of the keloidal flap. It is also necessary to define appropriate surgical indications and safety protocols of this technique.
Humans
;
Keloid/pathology*
;
Recurrence
;
Surgical Flaps/pathology*
;
Plastic Surgery Procedures
;
Treatment Outcome
4.Application of indocyanine green angiography in repair of facial soft tissue defect using superficial temporal artery based forehead flap.
Mengqi ZHOU ; Yuanbo LIU ; Xiaoye RAN ; Shan ZHU ; Shanshan LI ; Zixiang CHEN ; Tinglu HAN ; Shengyang JIN ; Miao WANG ; Mengqing ZANG
Chinese Journal of Reparative and Reconstructive Surgery 2023;37(10):1259-1265
OBJECTIVE:
To explore the feasibility of using indocyanine green angiography in mapping the superficial temporal vessels and assisting design and harvesting of the superficial temporal artery based forehead flap.
METHODS:
A clinical data of 14 patients with facial soft tissue defects repaired with superficial temporal artery based forehead flaps between October 2015 and November 2022 was retrospectively analyzed. There were 9 males and 5 females with a median age of 9.5 years (range, 3-38 years). The forehead flaps were used to reconstruct facial soft tissue defects following excision of facial scar (8 cases) or congenital melanocyte nevus (6 cases). The size of defects ranged from 3 cm×2 cm to 24 cm×9 cm. Before operation, the indocyanine green angiography was used to map the superficial temporal artery and vein, and to analyze the relationship of the arteries and veins. The forehead flaps with unilateral superficial temporal fascia as the pedicle was transferred to repair the small facial defect in 2 cases. The facial pedicle contained the frontal branch of the superficial temporal artery and 2 cm of the superficial temporal fascia around the vessel, and the tiny accompanying vein of the frontal branch of the superficial temporal artery was used as the outflow of the flap. The forehead flaps with the skin pedicle including bilateral or unilateral superficial temporal fascia and the overlying skin was pre-expanded and transferred to repair the large facial defect in 12 cases. The skin pedicle contained the frontal branch of superficial temporal artery and one of main branches of superficial temporal vein. Among the 12 cases, the frontal branch of superficial temporal vein was used as the outflow in 4 cases, and the parietal branch was used as the outflow in 8 cases. The size of the flaps ranged from 3 cm×2 cm to 30 cm×13 cm. The skin pedicles were divided at 3 weeks after the flap transfer.
RESULTS:
Indocyanine green angiography could clearly showed the course and branching of the superficial temporal artery and vein. Individual differences existed in the location where the frontal branch of the superficial temporal artery entered the forehead. The superficial temporal vein had great variability and did not follow the artery. One patient had expander-related complication, which resulted in 3-cm flap necrosis. The necrotic tissue was debrided and repaired with skin grafting. The other flaps totally survived and the incisions healed by first intention. All patients were followed up 2-24 months, with a median of 11.5 months. The color, texture, and thickness of the flaps matched well with those of recipient sites. Hypertrophic scar was not observed in recipient or donor site. All patients were satisfied with the reconstructive outcomes.
CONCLUSION
Indocyanine green angiography can clearly visualize the course and the branches of the superficial temporal arteries and veins, which can help surgeons understand the position, distribution, and concomitant relationship of the superficial temporal vessels, and make a rational surgical plan of the forehead flap.
Male
;
Female
;
Humans
;
Child, Preschool
;
Child
;
Adolescent
;
Young Adult
;
Adult
;
Temporal Arteries/surgery*
;
Indocyanine Green
;
Forehead/surgery*
;
Retrospective Studies
;
Skin Transplantation
;
Angiography
;
Soft Tissue Injuries/surgery*
;
Perforator Flap/blood supply*
;
Treatment Outcome
5.Construction and evaluation of the prediction model of knee degeneration based on bioelectrial impedance analysis
Mengqi WANG ; Hongbo CHEN ; Han LU ; Cui WANG ; Ziqiu ZOU ; Yetian LIANG ; Kexin CHEN ; Shida JIN ; Peiyuan LIU ; Yuguang WANG ; Shaomei SHANG
Chinese Journal of Modern Nursing 2023;29(1):7-13
Objective:To construct the prediction model of knee degeneration in patients with knee osteoarthritis based on bioelectrical impedance index, and evaluate the prediction performance and application efficiency of the model.Methods:This was a cross-sectional study. From May to July 2021, 248 knee joints of 124 patients with knee osteoarthritis at home from Shijiazhuang Yuqiang Community Health Service Center who participated in physical examination were selected by convenience sampling to establish the model. According to Kellgren-Lawrence (K-L) grading system, the knee joints were divided into four groups, namely K-L1 ( n=19) , K-L2 ( n=103) , K-L3 ( n=96) , and K-L4 ( n=30) . The indicators included in the model were selected through analysis of variance or Kruskal-Wallis test, and a prediction model of knee degeneration was established using support vector machine, and the model was optimized using grid parameter optimization method. The prediction performance of the model was evaluated by the area under the receiver operating characteristic (ROC) curve, sensitivity, specificity, accuracy, positive predictive value and negative predictive value. Results:The indicators in the model included age, complications, lumbar/back/hip pain, high-risk occupation, Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) -pain, WOMAC-function, capacitive reactance and phase angle. The area under the ROC curve of the training set model was 0.999, the prediction accuracy was 0.920, and the 95% confidence interval was 0.868 to 0.957. The area under the ROC curve of the test set model was 0.833, the prediction accuracy was 0.682, and the 95% confidence interval was 0.572 to 0.780.Conclusions:The prediction model of knee degeneration has good prediction performance and is easy to use, which can be used as a screening tool for knee degeneration in patients with knee osteoarthritis.
6.Effects of wearable low-level light therapy device in community patients with knee osteoarthritis
Hongbo CHEN ; Mengqi WANG ; Junhui WU ; Han LU ; Shaomei SHANG
Chinese Journal of Modern Nursing 2023;29(9):1198-1203
Objective:To explore the effect of the wearable low-level light therapy (LLLT) device on joint pain and knee function in community patients with knee osteoarthritis.Methods:From September 2021 to February 2022, the convenience sampling was used to select 57 middle-aged and elderly patients with knee osteoarthritis who met the inclusion criteria from 8 communities in Shijiazhuang as the study subject. The patients were randomly divided into intervention group ( n=27) and placebo group ( n=30) based on the community. The intervention group used wearable LLLT device to treat bilateral knee joints, while the placebo group wore the same phototherapy device, with the same frequency and duration as the intervention group, but did not turn on the light source. The patients were investigated with the Graphical Knee Osteoarthritis Patient Self-assessment Questionnaire and knee function test, and the joint pain and knee function of the two groups of patients during the study period were compared. Results:A total of 45 patients with knee osteoarthritis in the community completed the study, including 21 in the intervention group and 24 in the placebo group. The results of the Graphical Knee Osteoarthritis Patient Self-assessment Questionnaire showed that the total pain score of the intervention group were lower than that of the placebo group at the third and eighth weeks, with statistically significant differences ( P<0.01). At the eighth week, the scores of knee rest pain, starting pain and joint chills in the intervention group were significantly lower than those in the placebo group, and the differences were statistically significant ( P<0.01). The score of exercise pain in the third and eighth weeks showed a lower trend than that in the placebo group (0.01< P<0.05). There was no statistical difference in knee function test results between the two groups at the beginning of intervention and at the third week ( P>0.05) . Conclusions:Wearable LLLT devices can relieve the joint pain in patients with knee osteoarthritis in the community, but no significant improvement was found in knee function. The effect of wearable LLLT devices still needs to be further verified by multi-center, large sample and long-term follow-up study.
7.Development of an LB cloning system and its application in expression of fusion genes in Sphingomonas sp. WG.
Han XUE ; Hui LI ; Mengqi CHEN ; Zaimei ZHANG ; Zhongrui GUO ; Hu ZHU ; Jiqian WANG ; Yawei SUN
Chinese Journal of Biotechnology 2022;38(4):1576-1588
In order to overcome the challenges of insufficient restriction enzyme sites, and construct a fusion-expression vector with flexible fusion direction, we designed an LB cloning system based on the type IIS and type IIT restriction enzymes LguⅠ and BbvCⅠ. The LB cloning system is constructed by inserting the LB fragment (GCTCTTCCTCAGC) into the multiple cloning site region of the broad-host plasmid pBBR1MCS-3 using PCR. The LB fragment contains partially overlapped recognition sites of LguⅠ and BbvCⅠ. Therefore, the same non-palindromic sequence will be generated by these two restriction endonucleases digestion. This feature can be used to quickly and flexibly insert multiple genes into the expression vector in a stepwise and directed way. In order to verify the efficacy of the cloning system, two glycosyltransferase genes welB and welK of Sphingomonas sp. WG were consecutively fused to the LB cloning vector, and the recombinant plasmid was transferred into Sphingomonas sp. WG by triparental mating. The results showed that gene fusion expression has little effect on sphingan titer, but enhanced the viscosity of sphingan. The viscosity of the sphingan produced by recombinant strain Sphingomonas sp. WG/pBBR1MCS-3-LB-welKB was 24.7% higher than that of the wild strain after fermentation for 84 h, which would be beneficial for its application. In conclusion, the application of LB cloning system were verified using Sphingomonas sp. WG. The LB cloning system may provide an efficient tool for fusion expression of target genes.
Base Sequence
;
Cloning, Molecular
;
Fermentation
;
Plasmids/genetics*
;
Sphingomonas/metabolism*
8.Clinical features and risk factors of post-concussion syndromes after mild traumatic brain injury
Bo JIN ; Yingyu CHEN ; Mengzhuo CAO ; Jia LIU ; Mengqi HAN
Chinese Journal of Neuromedicine 2019;18(6):570-574
Objective To explore the clinical features and risk factors of post-concussion syndrome (PCS) in patients after mild traumatic brain injury (mTBI).Methods Two hundred and seventy-six patients with mTBI,admitted to our hospital from December 2016 to June 2018,were chosen in our study;114 patients (41.30%) developed PCS.The epidemiological data,causes and sites of brain injury,clinical symptoms,and duration and time of PCS occurrence were investigated.Multivariate Logistic regression was used to analyze the risk factors of PCS in patients with mTBI.Results The most common syndromes of PCS were headache (89.13%),amnesia (63.77%),dizziness (63.04%) and nausea (57.61%).The incidence rate of PCS was 51.75% in the first month of injury and decreased with time.Multifactor Logistic regression analysis showed that student (P=0.041,OR=0.36,95% CI:0.14-0.95),electric bicycle accidents (P=0.043,OR=0.54,95%CI:0.30-0.98),and occipital injury (P=0.022,OR=0.28,95%CI:0.09-0.83) were independent risk factors of PCS of mTBI patients.Conclusion Patients with mTBI,especially those who are students,victims of electric bicycle accidents and victims of occipital injury,should be highly alert to the occurrence of PCS,and need reasonable rest,symptomatic treatments and memory training or other rehabilitation treatments within one month of injury,in order to prevent the development of PCS.
9.Cause analysis of misdiagnosis of lesser trochanter osteoidosteoma as chronic osteomyelitis
Zhiwei HAN ; Jingji XU ; Jinsong ZHANG ; Mengqi WEI ; Hong YIN
Journal of Practical Radiology 2018;34(3):408-410
Objective To analyze the clinical features and imaging findings of lesser trochanter osteoidosteoma,and to discuss the causes of its misdiagnosis as chronic osteomyelitis.Methods The clinical features,X-ray,CT and MRI findings of 6 cases with pathologically confirmed osteoidosteoma in the lesser trochanter were reviewed retrospectively.Symptoms included knee pain (1 case),thigh pain (4 cases)and hip joint pain(1 case);claudication(2 cases),and night pain(1 case).Five patients had right-side,and 1 patient had left-side involvement.All the 6 cases were misdiagnosed as chronic osteomyelitis before operation.Results Four patients had CT scan,which showed intra-cortical niduses at the lesser trochanters with peri-focal sclerosis,joint capsule swelling and joint effusion. Five patients had MRI exams,MR images showed bone marrow edema,synovial thickening,joint capsule swelling and joint effusion in all the 5 cases,but only 2 showed niduses.Six patients had X-ray imaging exams,X-ray images showed bone sclerosis without radiolucent nidus.Conclusion Osteoidosteoma in the lesser trochanter may display atypical clinical features that might be difficult to be differentiated from chronic osteomyelitis without sufficient examination.CT is best in showing niduses,except some niduses with atypical shape,superficial location and high-density calcification.MRI-T2WI is sensitive in showing the inflammation and bone marrow edema with high signal intensity,which may affect nidus displaying.X-ray images can only display bone sclerosis without niduses.
10. Activation of endoplasmic reticulum stress and its effect on osteogenic differentiation induced by micropit/nanotube topography
Mengqi SHI ; Wen SONG ; Tianxiao HAN ; Bei CHANG ; Yumei ZHANG
Chinese Journal of Stomatology 2017;52(2):126-131
Objective:
To explore the activation of endoplasmic reticulum stress (ERS) in bone marrow mesenchymal stem cell (BMMSC) and its effect on osteogenic differentiation induced by micropit/nanotube topography (MNT), so as to provide guidance for the topography design of biomaterials.
Methods:
Four sample groups were fabricated: polishing control group (polished titanium, PT, no treatment), thapsigargin treatment (TG, 0.1 μmol/L TG treated for 9 h), MNT5 and MNT20 (anodized at 5 V and 20 V after acid etching). Scanning electron microscope (SEM) was used to observe the topography of Ti samples. The alkaline phosphatase (ALP) production, collagen secretion and extracellular matrix (ECM) mineralization of BMMSC (osteogenic induced for 7, 14 and 21 d) on Ti samples were detected to evaluate the osteogenic differentiation. After 12 h incubation, the shape and size of ER was examined using a transmission electron microscope (TEM), and ERS-related genes including immunoglobulin heavy chain binding protein (BiP), protein kinase RNA-like endoplasmic reticulum kinase (PERK) and activating transcription factor 4 (ATF4) were detected by quantitative real-time PCR (qRT-PCR).
Results:
After 7, 14 and 21 d of induction, the ALP production, collagen secretion and ECM mineralization in TG and MNT20 all significantly increased compared to PT (

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