Background:The sensitivity of breast cancer cells to radiation is a key cause of locoregional recurrence after postoperative radiotherapy.Several studies have reported that microRNAs(miRNAs)are involved in the radiose...Background:The sensitivity of breast cancer cells to radiation is a key cause of locoregional recurrence after postoperative radiotherapy.Several studies have reported that microRNAs(miRNAs)are involved in the radiosensitivity of human breast cancer cells.One miRNA microarray study showed that miR-450b-5p was overexpressed 13.3-fold in patients with estrogen receptor–positive(ER^(+))and human epidermal growth factor receptor 2–negative(HER2−)breast cancer and no local relapse compared with local relapse patients.However,its underlying mechanism of action remains unknown.Methods:The predicted target mRNAs of miR-450b-5p were screened using the TargetScan,miRDB,and miRWalk databases.Western blotting,quantitative polymerase chain reaction,and dual-luciferase reporter assays explored the association between cyclindependent kinase 6(CDK6)and miR-450b-5p.The cell counting kit-8 assay and flow cytometry detected the proliferation of transfected MCF7 cells.Colony formation and xenograft tumors detected the radiosensitivity of the transfected MCF7 cells.Results:Bioinformatics analysis,Western blotting,quantitative polymerase chain reaction,and dual-luciferase reporter assays demonstrated that CDK6 was the target gene of miR-450b-5p.Furthermore,in vitro and in vivo experiments showed that miR-450b-5p inhibited MCF7 cell proliferation and cell cycle progression,increased the sensitizer enhancement ratio,and decreased the volume of xenograft tumors after irradiation by regulating CDK6.Conclusions:This study demonstrates that miR-450b-5p enhances the radiosensitivity of hormone receptor–positive(HR^(+))and HER2−breast cancer cells and elucidates its mechanism.miR-450b-5p may be considered a therapeutic target in HR^(+)and HER2−breast cancer treated with radiotherapy.展开更多
Instructional videos are very useful for completing complex daily tasks,which naturally contain abundant clip-narration pairs.Existing works for procedure understanding are keen on pretraining various video-language m...Instructional videos are very useful for completing complex daily tasks,which naturally contain abundant clip-narration pairs.Existing works for procedure understanding are keen on pretraining various video-language models with these pairs and then finetuning downstream classifiers and localizers in predetermined category space.These video-language models are proficient at representing short-term actions,basic objects,and their combinations,but they are still far from understanding long-term procedures.In addition,the predetermined procedure category faces the problem of combination disaster and is inherently inapt to unseen procedures.Therefore,we propose a novel compositional prompt learning(CPL)framework to understand long-term procedures by prompting short-term video-language models and reformulating several classical procedure understanding tasks into general video-text matching problems.Specifically,the proposed CPL consists of one visual prompt and three compositional textual prompts(including the action prompt,object prompt,and procedure prompt),which could compositionally distill knowledge from short-term video-language models to facilitate long-term procedure understanding.Besides,the task reformulation enables our CPL to perform well in all zero-shot,few-shot,and fully-supervised settings.Extensive experiments on two widely-used datasets for procedure understanding demonstrate the effectiveness of the proposed approach.展开更多
In recent years,there has been a surge of interest and rapid development in large-scale pre-training due to the explosive growth of both data and model parameters.Large-scale training has achieved impressive performan...In recent years,there has been a surge of interest and rapid development in large-scale pre-training due to the explosive growth of both data and model parameters.Large-scale training has achieved impressive performance milestones across a wide range of practical problems,including natural language processing,computer vision,recommendation systems,robotics,and other basic research areas like bioinformatics.展开更多
Modified laparoscopic microsurgical tubal anastomosis is an alternative for microsurgical anastomosis via laparotomy to reverse sterilization in women with renewed child wish.The current study aims to evaluate the fer...Modified laparoscopic microsurgical tubal anastomosis is an alternative for microsurgical anastomosis via laparotomy to reverse sterilization in women with renewed child wish.The current study aims to evaluate the fertility outcome after modified laparoscopic microsurgical tubal anastomosis.A retrospective study was performed.Fifty-eight women who underwent modified laparoscopic microsurgical tubal anastomosis were monitored to investigate the fertility outcome and characteristics of this new technology.Of the 58 patients,the cumulative pregnancy rate(PR)in the 42 patients with follow-up data was 23.8%(10/42),57.1%(24/42),66.7%(28/42),and 73.8%(31/42)within 6,12,24,and 36 months after surgery,respectively.The intrauterine PR was 69.0%(29/42).Two patients(4.8%)had ectopic pregnancies that occurred within 24 months of surgery;three cases ended in spontaneous abortion.The delivery rate was 83.9%(26/31).The length of operating time was 1.20.3 h,with a range of 1.0–2.5 h(60–145 min),and the mean time was approximately 75 min.The blood loss was relatively small,between 10 and 50 ml with an average amount of 22 ml.Thus,the modified laparoscopic tubal anastomosis is a highly successful procedure and a viable alternative to open abdominal microsurgical approaches.Compared with the traditional laparoscopic tubal sterilization reversal,this modified approach has three advantages:(1)less invasive approach via a trocar reduction;(2)remodeling of tube is better performing tied together after 3–4 sutures;and(3)faster operating time.展开更多
文摘Background:The sensitivity of breast cancer cells to radiation is a key cause of locoregional recurrence after postoperative radiotherapy.Several studies have reported that microRNAs(miRNAs)are involved in the radiosensitivity of human breast cancer cells.One miRNA microarray study showed that miR-450b-5p was overexpressed 13.3-fold in patients with estrogen receptor–positive(ER^(+))and human epidermal growth factor receptor 2–negative(HER2−)breast cancer and no local relapse compared with local relapse patients.However,its underlying mechanism of action remains unknown.Methods:The predicted target mRNAs of miR-450b-5p were screened using the TargetScan,miRDB,and miRWalk databases.Western blotting,quantitative polymerase chain reaction,and dual-luciferase reporter assays explored the association between cyclindependent kinase 6(CDK6)and miR-450b-5p.The cell counting kit-8 assay and flow cytometry detected the proliferation of transfected MCF7 cells.Colony formation and xenograft tumors detected the radiosensitivity of the transfected MCF7 cells.Results:Bioinformatics analysis,Western blotting,quantitative polymerase chain reaction,and dual-luciferase reporter assays demonstrated that CDK6 was the target gene of miR-450b-5p.Furthermore,in vitro and in vivo experiments showed that miR-450b-5p inhibited MCF7 cell proliferation and cell cycle progression,increased the sensitizer enhancement ratio,and decreased the volume of xenograft tumors after irradiation by regulating CDK6.Conclusions:This study demonstrates that miR-450b-5p enhances the radiosensitivity of hormone receptor–positive(HR^(+))and HER2−breast cancer cells and elucidates its mechanism.miR-450b-5p may be considered a therapeutic target in HR^(+)and HER2−breast cancer treated with radiotherapy.
文摘Instructional videos are very useful for completing complex daily tasks,which naturally contain abundant clip-narration pairs.Existing works for procedure understanding are keen on pretraining various video-language models with these pairs and then finetuning downstream classifiers and localizers in predetermined category space.These video-language models are proficient at representing short-term actions,basic objects,and their combinations,but they are still far from understanding long-term procedures.In addition,the predetermined procedure category faces the problem of combination disaster and is inherently inapt to unseen procedures.Therefore,we propose a novel compositional prompt learning(CPL)framework to understand long-term procedures by prompting short-term video-language models and reformulating several classical procedure understanding tasks into general video-text matching problems.Specifically,the proposed CPL consists of one visual prompt and three compositional textual prompts(including the action prompt,object prompt,and procedure prompt),which could compositionally distill knowledge from short-term video-language models to facilitate long-term procedure understanding.Besides,the task reformulation enables our CPL to perform well in all zero-shot,few-shot,and fully-supervised settings.Extensive experiments on two widely-used datasets for procedure understanding demonstrate the effectiveness of the proposed approach.
文摘In recent years,there has been a surge of interest and rapid development in large-scale pre-training due to the explosive growth of both data and model parameters.Large-scale training has achieved impressive performance milestones across a wide range of practical problems,including natural language processing,computer vision,recommendation systems,robotics,and other basic research areas like bioinformatics.
基金supported by grants from the National Natural Science Foundation of China(Grant No.30671093)the“973”program of China(No.2007CB948104).
文摘Modified laparoscopic microsurgical tubal anastomosis is an alternative for microsurgical anastomosis via laparotomy to reverse sterilization in women with renewed child wish.The current study aims to evaluate the fertility outcome after modified laparoscopic microsurgical tubal anastomosis.A retrospective study was performed.Fifty-eight women who underwent modified laparoscopic microsurgical tubal anastomosis were monitored to investigate the fertility outcome and characteristics of this new technology.Of the 58 patients,the cumulative pregnancy rate(PR)in the 42 patients with follow-up data was 23.8%(10/42),57.1%(24/42),66.7%(28/42),and 73.8%(31/42)within 6,12,24,and 36 months after surgery,respectively.The intrauterine PR was 69.0%(29/42).Two patients(4.8%)had ectopic pregnancies that occurred within 24 months of surgery;three cases ended in spontaneous abortion.The delivery rate was 83.9%(26/31).The length of operating time was 1.20.3 h,with a range of 1.0–2.5 h(60–145 min),and the mean time was approximately 75 min.The blood loss was relatively small,between 10 and 50 ml with an average amount of 22 ml.Thus,the modified laparoscopic tubal anastomosis is a highly successful procedure and a viable alternative to open abdominal microsurgical approaches.Compared with the traditional laparoscopic tubal sterilization reversal,this modified approach has three advantages:(1)less invasive approach via a trocar reduction;(2)remodeling of tube is better performing tied together after 3–4 sutures;and(3)faster operating time.