1.MultiKano: an automatic cell type annotation tool for single-cell multi-omics data based on Kolmogorov-Arnold network and data augmentation.
Siyu LI ; Xinhao ZHUANG ; Songbo JIA ; Songming TANG ; Liming YAN ; Heyang HUA ; Yuhang JIA ; Xuelin ZHANG ; Yan ZHANG ; Qingzhu YANG ; Shengquan CHEN
Protein & Cell 2025;16(5):374-380
2.An improved reporter gene assay for evaluating the biological activity of recombinant human growth hormone.
Xiaoming ZHANG ; Heyang LI ; Ying HUANG ; Ping LV ; Lvyin WANG ; Kezheng XU ; Yi LI ; Xinyue HU ; Yue SUN ; Cheng-Gang LIANG ; Jing LI
Journal of Pharmaceutical Analysis 2025;15(5):101073-101073
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3.Value of a combined ultrasound imaging radiomics model to predict progression-free survival in endocrine therapy for prostate cancer
Heyang LIU ; Qian LIU ; Hua HONG ; Diansheng JIN ; Huimin GAO ; Senlin BAO ; Wen LI
Chinese Journal of Ultrasonography 2024;33(11):992-999
Objective:To investigate the value of the combined ultrasound imaging radiomics model for predicting progression-free survival in endocrine therapy for prostate cancer.Methods:A total of 283 prostate cancer patients who received endocrine treatment at the Inner Mongolia Autonomous Region People′s Hospital and the First Hospital of Hohhot from July 2018 to January 2023 were retrospectively collected, of which 198 patients from the Inner Mongolia Autonomous Region People′s Hospital were randomly divided into the training set and the validation set according to the ratio of 7∶3, and 85 patients from the First Hospital of Hohhot served as an independent external test set. They were classified into a progression group and a non-progression group based on whether the patients progressed to desmoplasia-resistant prostate cancer 18 months after the start of endocrine treatment.Based on the two-dimensional ultrasound images, the imaging radiomics features were extracted and the imaging radiomics score (Rad-score) were constructed, the immunopathology and other clinical data were analysed, and three prediction models were constructed using logistic regression: the clinical model, the ultrasonography model, and the ultrasonography-clinical combined model, respectively. The predictive efficacy and clinical utility of the models were assessed by the ROC curves and clinical decision curves.Results:Five ultrasonographic features were included in the ultrasound model; the prostate-specific antigen nadir, the neutrophil-to-lymphocyte ratio before treatment, and the expression level of tumour proliferating cell nuclear antigen 67 (Ki-67) were incorporated into the clinical model; and the Rad score computed from the output of the ultrasound model for the screening features, together with the prostate-specific antigen nadir (PSA nadir), the neutrophil to lymphocyte ratio (NLR) before treatment, and the expression level of Ki-67 were used to construct the ultrasound-clinical joint model. The joint model achieved the highest predictive performance in both the training and validation sets of the three groups of models, with the area under the curve of 0.85 and 0.84, and the clinical decision curve showed good clinical benefit.Conclusions:The combined ultrasound-clinical model constructed in this study based on two-dimensional ultrasound images of prostate cancer before endocrine therapy can predict progression-free survival of endocrine therapy for prostate cancer more accurately.
4.Research Progress of PNI and CONUT in Breast Cancer
XiaoFei XU ; Yang LI ; Lingyun CHEN ; Heyang DAI ; Jiaojiao XUE ; Qingxia LI
Cancer Research on Prevention and Treatment 2022;49(9):961-964
Breast cancer has overtaken lung cancer as the most common malignancy in women. Although the early diagnostic rate has continuously improved, recurrence and metastasis remain a problem to be solved. Therefore, scientists should search for effective prognostic markers for breast cancer patients and adopt individualized programs for different patients. Studies have shown that cancer prognosis, to a certain extent, is related to the nutrition inflammation index. Preoperative prognostic nutritional index (PNI) and controlled nutritional status (CONUT) are indicators that comprehensively reflect the nutritional level and inflammatory state of patients, respectively. Different from other cancers, the incidence of breast cancer is related to nutritional status, and an extremely high or low score is not conducive to the prognosis of breast cancer patients. This paper reviews the research progress of PNI and CONUT in breast cancer.
5.Efficacy of free superficial circumflex iliac artery flap combined with anterolateral thigh flap for repairing large skin defect of the hand
Jianwu QI ; Shao CHEN ; Chuan CHEN ; Binhong SUN ; Yitong CHAI ; Jian HUANG ; Yi LI ; Keyue YANG ; Heyang SUN ; Hong CHEN
Chinese Journal of Trauma 2021;37(9):805-810
Objective:To investigate the clinical effect of free superficial circumflex iliac artery flap combined with anterolateral thigh flap in repairing large skin defect of the hand.Methods:A retrospective case series study was conducted to analyze the clinical data of 9 patients with large skin defect of the hand admitted to Ningbo No.6 Hospital from January 2016 to December 2019,including 7 males and 2 females,aged 31-63 years[(45.3±5.6)years]. The area of skin defect reanged from 20 cm×15 cm to 25 cm×20 cm. One side of the superficial circumflex iliac artery flap and the contralateral anterolateral thigh flap were used for repair. Both recipient and donor sites were sutured at the first stage. The ilioinguinal region and thigh donor region were sutured directly. The area of superficial circumflex iliac artery flap was from 19 cm×6 cm to 23 cm ×10 cm and that of anterolateral thigh flap was 19 cm×9 cm to 23 cm×8 cm. The flap survival,healing of donor and recipient area and complications were observed. At 1,6 and 12 months after operation,the function of the flap was evaluated by the late functional evaluation criteria of the flap,hand function by the upper limb functional evaluation criteria of the Chinese Medical Association,and scar condition of the donor site by Vancouver Scar Scale(VVS). At the last follow-up,the color,elasticity,appearance and scar of the donor site were observed.Results:All patients were followed up for 6-18 months[(12.5±2.3)months]. All flaps survived successfully. All patients achieved donor-site healing at the first stage,except that one patient experienced incision dehiscence in the thigh donor site after operation and healed after the second stage suture. The texture and appearance of the flaps were good. The flap in 5 patients was obviously bloated. Therefore,the secondary skin flap repair was selected,and the appearance was significantly improved after operation. Scores for function of the flap and the hand were improved over time( P<0.05). At 12 months after operation,the function of the flap was excellent in 3 patients,good in 4 and fair in 2,with the excellent and good rate of 78%;the result of hand function was excellent in 3 patients,good in 3 and fair in 3,with the excellent and good rate of 67%. The VVS score of the donor site decreased from(9.7±1.3)points at postoperative 1 month to(5.7±0.9)points at postoperative 6 months and(3.4±0.8)points at postoperative 12 months( P<0.05). At the latest follow-up,the color and elasticity of the flap was similar to that of the surrounding skin tissue,only with slight bloating;the scar of the donor site was small. Conclusions:The free superficial circumflex iliac artery flap combined with anterolateral thigh flap can cover large skin defect of the hand at one time,with good appearance and texture of the flap. The appearance and function of the wounded hand are good after operation,leaving only linear scar in the donor site.
6.Application of end-to-side anastomosis in personalised free ilioinguinal flap transfer
Keyue YANG ; Jian HUANG ; Chuan CHEN ; Heyang SUN ; Yi LI ; Xueyuan LI ; Hong CHEN ; Xin WANG ; Jianwu QI
Chinese Journal of Microsurgery 2021;44(4):403-407
Objective:To investigate the clinical application and effect of end-to-side anastomosis in personalised free ilioinguinal flap transfer.Methods:From March, 2015 to July, 2020, 88 patients with soft tissue (bone) defect of limbs were treated. Different ilioinguinal flaps were designed according to the wound condition of patients, which were 48 cases of free superficial circumflex iliacartery perforator flap, 7 cases of free superficial epigastric artery perforator flap, 19 cases of composite tissue flap with iliac bone, 8 cases of combined flap of superficial circumflex iliac artery and superficial abdominal wall artery, and 6 cases of superficial circumflex iliac artery and superficial abdominal wall artery lobulated flap. The area of the flap was 4.0 cm×6.0 cm-10.0 cm×30.0 cm. The artery and recipient artery were anastomosed end-to-side: 36 cases to radial artery; 12 cases to ulnar artery; 18 cases to dorsalis pedis artery; 15 cases to anterior tibial artery; 7 cases to posterior tibial artery. Venous anastomosis of skin flap: 42 cases were anastomosed with 2 veins, which were superficial vein of the same name and accompanying vein; 46 cases were anastomosed with 1 superficial vein of the same name. The accompanying vein of the flap was anastomosed end-to-side with the accompanying vein of the main artery of the recipient area, and the superficial vein of the same name was anastomosed end-to-end with the accompanying vein or subcutaneous superficial vein of the recipient artery. Follow-up includes flap blood supply, blood supply to the distal limbs, appearance of both the donor site and the recipient area, and patient satisfaction.Results:There were 83 cases of flaps survived successfully, and 5 cases of crisis. Among them, 2 cases had artery crisis at 48 h after surgery. After exploration, it was found that 1 case caused by arterial thrombosis, and 1 case compressed by the stapler that anastomoses the vein. The other 3 cases had venous crisis at 72 h after surgery: after exploration, it was found that caused by thrombosis at the venous anastomotic site. The average follow-up period was 10 (range, 3-24) months. All flaps survived after re anastomosis or vascular transposition. The donor site and recipient site of the flap healed well. The blood supply of the flap was good and the texture was soft. There was no blood supply disorder in the distal limb.Conclusion:The end-to-side anastomosis technique is suitable for all kinds of free flap transplantation in ilioinguinal region, with high vascular patency rate. It can not only solve the problem of thin vascular pedicle of donor site flap, but also retain the main artery of recipient limb without affecting the distal blood supply.
7.Clinical study of sleep disorders in Morvan syndrome
Honglin HAO ; Shengde LI ; Heyang SUN ; Qiang LU ; Junyi ZHANG ; Haitao REN ; Hongzhi GUAN ; Yan HUANG ; Liying CUI
Chinese Journal of Neurology 2017;50(8):590-593
Objective To describe the clinical spectrum,especially sleep disorder in three patients diagnosed with Morvan syndrome.Methods Three consecutive patients were identified with Morvan syndrome in the Department of Neurology, Peking Union Medical College Hospital between December 2014 and March 2016.The character in three cases has been studied from several aspects such as clinical presentation, imaging, polysomnography (PSG), cerebrospinal fluid and serum.Results Serum test showed serum contactin-associated protein 2 (CASPR2)antibodies strongly positive (+++) and leucine-rich glioma inactivated protein 1 antibodies positive (+) in three patients.Neuropsychiatric features, neuromyotonia, neuropathic pain, dysautonomia, agrypnia excitata presented in all three patients.The agrypnia excitata was characterized by severe insomnia, excessive motor activity during the night.Agrypnia excitata was diagnosed in three patients according to their history.PSG was finished in case 2 and case 3.PSG in one patient (case 2) documented severe insomnia (sleep efficiency was 59%), lack of cyclic sleep organization with a predominance of stage 1 non-rapid eye movement sleep episodes intermixed with brief rapid eye movement, and a marked reduction of spindles and delta sleep;PSG in another patient (case 3) revealed complete absence of recognizable sleep.Sleep disorders and other symptoms resolved completely or almost completely in two patients (case 1,case 2) who received immunotherapy.Case 3 died from sudden cardiac death before immunotherapy.Conclusions Morvan syndrome usually is associated with high-titer CASPR2 antibodies in serum.Agrypnia excitata is cardinal manifestation of Morvan syndrome in association with a spectrum of neurologic presentations.Early immunotherapy could provide a favorable outcome.
8.Role of miR-126 in the Biological Behavior of HL-60 Cell Line
Heyang ZHANG ; Rui ZHANG ; Pingping WANG ; Yue WANG ; He WANG ; Yan LI
Journal of China Medical University 2017;46(9):796-801,806
Objective To cultivate human leukemia cells (HL-60) which were transiently transfected either a miR-126 mimic or inhibitor,and then to characterize the proliferation and apoptotic behavior of the transfected leukemia cells.Methods The leukemia cell line was developed and RT-PCR was performed to evaluate miR-126 expression levels.An instantaneous plasmid tmnsfection technique was used to transfect cells with either the miR-126 mimic or inhibitor.CCK-8,FCM,and clone formation tests were performed to analyze the proliferative and apoptotic behaviors of the leukemia cells.Results Proliferation was significantly decreased in cells transfected with the miR-126 mimic for 0,24,48,and 72 hours (P < 0.05).Specifically,the G1,S,and G2 phases were significantly inhibited (P < 0.05),the late and early apoptosis (UR+LR) rate increased (P < 0.05),and the average rate of colony formation was also significantly decreased (P < 0.05).Additionally,proliferation was significantly increased in cells transfected with the miR-126 inhibitor for 0,24,48,and 72 hours (P < 0.05).Specifically,the G1,S,and G2 phases were increased (P < 0.05),the UR + LR decreased significantly (P < 0.05),and the average rate of colony formation was significantly increased (P <0.05).Conclusion In HL-60 cells,miR-126 can inhibit proliferation and promote apoptosis;thus,miR-126 may play an important role in the occurrence and development of leukemia as a tumor-suppressor miRNA.
9. Function and mechanism of zinc finger protein ZNF50 in inhibiting the growth of esophageal squamous cell carcinoma cells
Juan WANG ; Yanghui BI ; Jie YANG ; Feng LIU ; Yike LI ; Heyang CUI ; Fang WANG ; Jing LIU ; Bin YANG ; Ling ZHANG
Chinese Journal of Oncology 2017;39(1):7-12
Objective:
To investigate the function and mechanism of zinc finger protein 750 (ZNF750) in esophageal squamous cell carcinoma (ESCC).
Methods:
Xenograft in nude mice was applied to detect the tumorigenesis of ZNF750-depleted ESCC cells. Western blot was performed to observe the expression of downstream target protein of ZNF750 in ESCC cell lines and xenograft tumor tissues in which ZNF750 was knocked down. 3-(4, 5-dimethyl-2-thiazolyl)-2, 5-diphenyl-2H tetrazolium bromide (MTT) assay was used to determine the proliferation of ZNF750 stably depleted cells after restoration of its target protein.
Results:
The tumor weight of blank control, negative control and ZNF750 knockdown groups was 137±26 mg, 161±31 mg and 463±89 mg, respectively, with a statistically significant difference (
10.Safety and efficacy of policosanol in elder patients with high on-treatment platelet reactivity after ;drug-eluting stent implantation:a subgroup analysis of the SPIRIT study
Xiaofan YU ; Heyang WANG ; Yi LI ; Kai XU ; Hongyun ZANG ; Liang GUO ; Lu LI ; Wei ZHAO ; Xiaozeng WANG ; Yaling HAN
Chinese Journal of Interventional Cardiology 2016;24(12):661-666
Objective To explore the safety and efficacy of policosanol in elder patients with high on-treatment platelet reactivity ( HPR) after drug-eluting stent ( DES) implantation. Methods This study was a prespecified subgroup analysis of the multicenter, randomized SPIRIT trial,in which there were a total of 169 elder patients (≥60 years old) with HPR. Among these patients, 30 patients were in group A ( given clopidogrel 75 mg/d for one year) , 75 patients in group B ( given clopidogrel 150 mg/d for 30 days followed by 75 mg/d until one year ) and 64 patients in group C ( given policosanol 40 mg/d for 6 month and clopidgrel 75 mg/d for one year ) . All patients were treated with aspirin at the same time. The primary endpoint was the reversion rate of HPR at 30 days (reversion was defined as platelet aggregation ﹤65%). The secondary endpoint was 2-year major adverse cardiac events ( MACE ) rate, which included cardiac death, non-fatal myocardial infarction and ischemic symptoms driven target vessel revascularization. The safety endpoint was any bleeding as defined by the Bleeding Academic Research Consortium ( BARC ) definition. Results At 30 days, the reversion rate of HPR in group C was numerically higher as compared with group A ( 42. 9% vs. 23. 3. 0%, P=0. 068 ) , and similar with group B ( 42. 9% vs. 49. 3%, P=0.447). MACE occurred in 4 (13.3%), 5(6.7%) and 3(4.7%) patients in group A, B and C respictively ( P=0. 352). Bleeding events in group A and group C were both markedly lower in comparison to group B (3. 3% vs. 17. 3% vs. 1. 6%, P=0. 001). At the 24-month follow-up, the MACE-free survival rates were not significantly different (95. 3% vs. 93. 3% vs. 86. 7%, P=0. 146). Conclusions For elder patients with HPR, policosanol reduced platelet reactivity to a similar extent in comparison of high maintenance dose of clopidogrel without increasing bleeding risk.

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