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Generating Factual Text via Entailment Recognition Task
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作者 Jinqiao Dai Pengsen Cheng jiayong liu 《Computers, Materials & Continua》 SCIE EI 2024年第7期547-565,共19页
Generating diverse and factual text is challenging and is receiving increasing attention.By sampling from the latent space,variational autoencoder-based models have recently enhanced the diversity of generated text.Ho... Generating diverse and factual text is challenging and is receiving increasing attention.By sampling from the latent space,variational autoencoder-based models have recently enhanced the diversity of generated text.However,existing research predominantly depends on summarizationmodels to offer paragraph-level semantic information for enhancing factual correctness.The challenge lies in effectively generating factual text using sentence-level variational autoencoder-based models.In this paper,a novel model called fact-aware conditional variational autoencoder is proposed to balance the factual correctness and diversity of generated text.Specifically,our model encodes the input sentences and uses them as facts to build a conditional variational autoencoder network.By training a conditional variational autoencoder network,the model is enabled to generate text based on input facts.Building upon this foundation,the input text is passed to the discriminator along with the generated text.By employing adversarial training,the model is encouraged to generate text that is indistinguishable to the discriminator,thereby enhancing the quality of the generated text.To further improve the factual correctness,inspired by the natural language inference system,the entailment recognition task is introduced to be trained together with the discriminator via multi-task learning.Moreover,based on the entailment recognition results,a penalty term is further proposed to reconstruct the loss of our model,forcing the generator to generate text consistent with the facts.Experimental results demonstrate that compared with competitivemodels,ourmodel has achieved substantial improvements in both the quality and factual correctness of the text,despite only sacrificing a small amount of diversity.Furthermore,when considering a comprehensive evaluation of diversity and quality metrics,our model has also demonstrated the best performance. 展开更多
关键词 Text generation entailment recognition task natural language processing artificial intelligence
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多柔比星脂质体联合达卡巴嗪治疗不可手术切除硬纤维瘤的疗效初探 被引量:3
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作者 李舒 方志伟 +7 位作者 刘佳勇 白楚杰 薛瑞峰 高天 张路 王新宇 谭智超 樊征夫 《中国肿瘤临床》 CAS CSCD 北大核心 2021年第14期716-720,共5页
目的:硬纤维瘤是一种交界性肿瘤,易复发,不转移。对于不可手术切除的硬纤维瘤患者可以考虑药物治疗。本研究探讨使用多柔比星脂质体联合达卡巴嗪方案治疗不可手术切除硬纤维瘤患者的临床效果。方法:选取2015年1月至2019年12月北京大学... 目的:硬纤维瘤是一种交界性肿瘤,易复发,不转移。对于不可手术切除的硬纤维瘤患者可以考虑药物治疗。本研究探讨使用多柔比星脂质体联合达卡巴嗪方案治疗不可手术切除硬纤维瘤患者的临床效果。方法:选取2015年1月至2019年12月北京大学肿瘤医院收治的35例不可手术切除的硬纤维瘤患者作为研究对象,其中男性11例,女性24例;发病年龄3~53岁,平均年龄27.5岁;肿瘤大小:T2(5~10 cm)6例,T3(10~15 cm)11例,T4(>15 cm)12例,6例多发,无T1(<5 cm)。所有患者均接受多柔比星脂质体联合达卡巴嗪方案化疗,每2个周期进行影像学评效,若有效,至少化疗6个周期,最长12个周期。结果:化疗结束时评效,部分缓解(partial response,PR)10例,疾病稳定(stable disease,SD)24例,疾病进展(progressive disease,PD)1例,无完全缓解(complete response,CR)病例;客观反应率(objective response rate,ORR)为28.6%,疾病控制率(disease control rate,DCR)为97.1%。无进展生存时间(progression-free survival,PFS)2~50个月,中位无进展生存期(median progression-free survival,mPFS)为13个月,平均PFS为14.4个月,23例完成计划化疗患者PFS超过12个月,在5例患者中观察到结束化疗后肿瘤仍持续缩小。结论:对于不可手术切除的硬纤维瘤患者,多柔比星脂质体联合达卡巴嗪方案化疗是一种安全有效的药物治疗方法。 展开更多
关键词 硬纤维瘤 化疗 多柔比星脂质体 达卡巴嗪
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43例血管肉瘤临床治疗结果分析
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作者 薛瑞峰 方志伟 +7 位作者 刘佳勇 谭智超 白楚杰 李舒 高天 张路 王新宇 樊征夫 《中国肿瘤临床》 CAS CSCD 北大核心 2023年第3期110-116,共7页
目的:回顾性分析血管肉瘤(angiosarcoma,AS)患者临床治疗结果,并进行分析比较,确定结果的预测因素。方法:收集2000年1月至2021年3月北京大学肿瘤医院收治的43例血管肉瘤患者临床资料,采用SPSS 20.0软件进行统计学单因素及多因素分析,主... 目的:回顾性分析血管肉瘤(angiosarcoma,AS)患者临床治疗结果,并进行分析比较,确定结果的预测因素。方法:收集2000年1月至2021年3月北京大学肿瘤医院收治的43例血管肉瘤患者临床资料,采用SPSS 20.0软件进行统计学单因素及多因素分析,主要疗效指标包括无进展生存期(progression-free survival,PFS)和总生存期(overall survival,OS),随访方式包括住院、门诊及电话随访,截止时间为2022年5月。结果:截至随访结束,43例患者中死亡21例(49%),生存22例(51%),中位随访时间为52(6~131)个月。中位PFS为16个月,中位OS为52个月。1、3、5年的PFS分别为55.6%、34.3%和22.2%;OS为93%、61.1%和49.7%。单因素分析显示,发病部位、肿瘤深度、分级及治疗方式与PFS相关;肿瘤深度、破溃、分级及治疗方式与OS相关(P<0.05)。多因素分析显示,肿瘤深度及治疗方式是PFS的独立预后因素;肿瘤深度、破溃、分级是OS的独立预后因素(P<0.05)。结论:血管肉瘤临床以手术治疗为基础,但要避免盲目非计划手术;患者或可以从新辅助治疗中获益,化疗以紫杉类和蒽环类为主,对于局部晚期的患者可进行术前转化治疗;放疗对提高局部控制率有帮助;应重视手术、化疗、放疗的综合治疗。 展开更多
关键词 血管肉瘤 软组织肉瘤 手术 化疗 放疗
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二代分子测序在软组织肉瘤中的应用价值分析
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作者 张路 刘佳勇 +7 位作者 白楚杰 薛瑞峰 李舒 高天 谭智超 王新宇 方志伟 樊征夫 《中国肿瘤临床》 CAS CSCD 北大核心 2021年第16期820-827,共8页
目的:探索中国人群软组织肉瘤常见的基因变异;分析二代基因测序技术(next-generation sequencing,NGS)在软组织肉瘤诊疗中的价值。方法:本研究纳入北京大学肿瘤医院2018年1月至2020年12月接受NGS检测的软组织肉瘤(soft tissue sarcomas,... 目的:探索中国人群软组织肉瘤常见的基因变异;分析二代基因测序技术(next-generation sequencing,NGS)在软组织肉瘤诊疗中的价值。方法:本研究纳入北京大学肿瘤医院2018年1月至2020年12月接受NGS检测的软组织肉瘤(soft tissue sarcomas,STS)患者,分析基因变异的频率和分布特点;统计具有临床治疗意义的基因变异情况,包括符合美国国立综合癌症网络(NCCN)或中国临床肿瘤学会指南(CSCO)治疗建议、超适应证治疗药物,或正在招募中的针对特定变异的临床试验;探索STS的肿瘤突变负荷(tumor mutational burden,TMB)水平及微卫星不稳定(microsatellite instability,MSI)状态。结果:108例患者中有74例(68.5%)的基因变异数≥1。共发现78种不同的基因变异,变异频率排名前10位的基因包括TP5312.3%(22/179)、MDM27.3%(13/179)、CDK45.6%(10/179)、CDKNB 3.9%(7/179),RB13.9%(7/179),ALK 2.8%(5/179),ATRX 2.8%(5/179),MCL12.8%(5/179),FGFR12.2%(4/179),PIK3CA 2.2%(4/179)。治疗获益方面,108例患者中有7例(6.5%)的突变基因符合指南治疗建议,31例(28.7%)具有超适应证治疗可能,56例(51.9%)可接受正在招募中的针对变异基因的STS临床试验,62例(57.4%)符合指南治疗建议或存在超适应证治疗可能或符合正在招募中的针对变异基因的STS临床实验。全组中位TMB值为2.42(0~60)muts/Mb,108例患者中有10例(9.3%)TMB值≥10 muts/Mb,24例(22.2%)TMB值5~10 muts/Mb,74例(68.5%)TMB值<5 muts/Mb。89例患者接受了MSI检测,仅1例患者为微卫星高度不稳定(MSI-H)(1.1%)。结论:软组织肉瘤常见的基因变异包括TP53、MDM2、CDK4、CDKNB和RB1。通过NGS检测获得符合指南治疗建议的比例较低,但获得超适应证用药和临床试验建议的比例较高。TMB值、MSI状态对STS患者的临床意义还需进一步证实。 展开更多
关键词 软组织肉瘤 基因变异 二代基因测序 肿瘤突变负荷 微卫星不稳定
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盐酸安罗替尼胶囊治疗晚期软组织肉瘤Ⅱb期多中心临床试验的单中心数据分析 被引量:36
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作者 刘佳勇 樊征夫 +6 位作者 李舒 薛瑞峰 高天 白楚杰 张路 谭智超 方志伟 《中国肿瘤临床》 CAS CSCD 北大核心 2018年第20期1066-1070,共5页
目的:根据单中心的临床试验数据,分析安罗替尼治疗晚期软组织肉瘤(soft tissue sarcoma,STS)的有效性和安全性。方法:收集2015年6月至2017年3月在北京肿瘤医院骨与软组织肿瘤科参加盐酸安罗替尼胶囊治疗晚期软组织肉瘤Ⅱb临床试验的46... 目的:根据单中心的临床试验数据,分析安罗替尼治疗晚期软组织肉瘤(soft tissue sarcoma,STS)的有效性和安全性。方法:收集2015年6月至2017年3月在北京肿瘤医院骨与软组织肿瘤科参加盐酸安罗替尼胶囊治疗晚期软组织肉瘤Ⅱb临床试验的46例患者。患者按照2:1的比例随机分成安罗替尼治疗组和安慰剂组,治疗组接受安罗替尼12 mg/d,d1~d14,21天为一个周期。主要研究终点为疾病无进展期(progression free survival,PFS),次要研究终点为疾病控制率(disease control rate,DCR)、总生存时间(overall survival,OS)和安全性。结果:共入组46例,其中7例从符合方案集(per protocol set,PPS)中移除,剩余39例患者中安罗替尼治疗组28例,安慰剂组11例。安罗替尼治疗组中4例PR,13例SD;安慰剂组3例SD,两组的DCR接近统计学差异(60.7%vs. 27.3%,P=0.082);其中安罗替尼治疗组中腺泡状软组织肉瘤的DCR为78.6%(11/14)。安罗替尼治疗组的中位PFS为12.4个月(95%CI:7.6~17.2个月),显著优于安慰剂组4.0月(95%CI:1.7~6.3个月,P=0.043);但是两组的OS无显著性差异(19.4个月vs.17.6个月,P=0.961)。安全性方面,安罗替尼治疗组中共2例(7.14%)患者出现了可能与药物相关的严重不良反应(severe adverseevent,SAE),其中1例(3.6%)为气胸,其余不良反应均为1~2级。结论:安罗替尼在软组织肉瘤患者中表现出良好的DCR率,且能显著延长患者的PFS,并且患者的耐受性良好。安罗替尼可以作为晚期软组织肉瘤的治疗选择,尤其是腺泡状软组织肉瘤。 展开更多
关键词 软组织肉瘤 靶向治疗 安罗替尼 疾病无进展生存期 腺泡状软组织肉瘤
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KIF18B promotes tumor progression in osteosarcoma by activating β-catenin 被引量:10
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作者 Tian Gao Ling Yu +7 位作者 Zhiwei Fang jiayong liu Chujie Bai Shu Li Ruifeng Xue Lu Zhang Zhichao Tan Zhengfu Fan 《Cancer Biology & Medicine》 SCIE CAS CSCD 2020年第2期371-386,共16页
Objective:Osteosarcoma is a common primary highly malignant bone tumor.Kinesin family member 18B(K1F18B)has been identified as a potential oncogene involved in the development and metastasis of several cancer types.Wh... Objective:Osteosarcoma is a common primary highly malignant bone tumor.Kinesin family member 18B(K1F18B)has been identified as a potential oncogene involved in the development and metastasis of several cancer types.While KIF18B overexpression in osteosarcoma tissue is clearly detected,its specific function in the disease process remains to be established.Methods:K IF18B expression was assessed in osteosarcoma tissues and cells.We additionally evaluated the effects of KIF18B on proliferation,migration,and invasion of osteosarcoma cells,both in vitro and in vivo.Results:Our results showed overexpression of KIF18B in osteosarcoma tissues and cells.Knockdown of K IF18B induced G1/S phase arrest and significantly inhibited proliferation,migration,and invasion of osteosarcoma cells,both in vitro and in vivo.K IF18B regulated P-catenin expression at the transcriptional level by controlling nuclear aggregation of ATF2 and at the post-transcriptional level by interacting with the adenomatous polyposis coli(APC)tumor suppressor gene in osteosarcoma cells.Conclusions:KIF18B plays a carcinogenic role in osteosarcoma by regulating expression ofβ-catenin transcriptionally via decreasing nuclear aggregation of ATF2 or post-transcriptionally through interactions with APC.Our collective findings support the potential utility of KIF18B as a novel prognostic biomarker for osteosarcoma. 展开更多
关键词 Β-CATENIN APC ATF2 KIF18B OSTEOSARCOMA
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Linkage of microbiota and osteoporosis:A mini literature review 被引量:11
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作者 David Yatsonsky Ⅱ Karen Pan +2 位作者 Vithal B Shendge jiayong liu Nabil A Ebraheim 《World Journal of Orthopedics》 2019年第3期123-127,共5页
The gut microbiota(GM) has become a recent topic of interest in the role of many disease states. Assessing patients with osteoporosis(OP), there is a strong correlation between gut microbe dysregulation and decreased ... The gut microbiota(GM) has become a recent topic of interest in the role of many disease states. Assessing patients with osteoporosis(OP), there is a strong correlation between gut microbe dysregulation and decreased bone density. Gut dysbiosis may lead to inflammation, dysregulation of nutrient and calcium transport across the intestine into circulation and systemic inflammation.Investigation of microbial profile relative to normal gut microbiomes, assessment of inflammatory markers such as interleukin-1(IL-1), IL-6, and tumor necrosis factor-alpha. Therapies to normalize GM in patients with OP or prevent occurrence of OP to be investigated include: High fiber prebiotic diets to promote growth of normal gut bacteria and short chain fatty acid production, Probiotics to encourage growth of normal gut microbes, and antibiotic treatment followed by fecal matter transplant. 展开更多
关键词 OSTEOPOROSIS MICROBIOTA LINKAGE BONE density GUT MICROBIOTA
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Systematic review of dynamization vs exchange nailing for delayed/non-union femoral fractures 被引量:8
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作者 Jacob E Vaughn Ronit V Shah +3 位作者 Tarek Samman Jacob Stirton jiayong liu Nabil A Ebraheim 《World Journal of Orthopedics》 2018年第7期92-99,共8页
AIM To analyze the literature on efficacy of dynamamization vs exchange nailing in treatment of delayed and nonunion femur fractures.METHODS Ultimately, 31 peer-reviewed articles with 644 exchanged nailing patients an... AIM To analyze the literature on efficacy of dynamamization vs exchange nailing in treatment of delayed and nonunion femur fractures.METHODS Ultimately, 31 peer-reviewed articles with 644 exchanged nailing patients and 131 dynamization patients were identified and analyzed. The following key words were inputted in different combinations in order to search the field of publications in its entirety: "nonunion", "delayed union", "ununited", "femur fracture", "femoral fracture", "exchange nailing", "dynaiz(s)ation", "secondary nailing", "dynamic", "static", and "nail revision". The initial search yielded over 150 results, and was refined based on the inclusion criteria: Only studies reporting on humans, non-unions and delayed unions, and the usage of exchange nailing and/or dynamization as a secondary treatment after failed IM nailing. The resulting 66 articles were obtained through online journal access. The results were filtered further based on the exclusion criteria: No articles that failed to report overall union rates, differentiate between success rates of their reported techniques, or articles that analyzed less than 5 patients. RESULTS Exchange nailing lead to fracture union in 84.785% of patients compared to the 66.412% of dynamization with statistically comparable durations until union(5.193 ± 2.310 mo and 4.769 ± 1.986 mo respectively). Dynamically locking exchange nails resulted in an average union time of 5.208 ± 2.475 mo compared to 5.149 ± 2.366 mo(P = 0.8682) in statically locked exchange nails. The overall union rate of the two procedures, statically and dynamically locked exchange nailing yielded union rates of 84.259% and 82.381% respectively. Therefore, there was no significant difference between the different locking methods of exchange nailing for union rate or time to union at a significance value of P < 0.05. The analysis showed exchange nailing to be the more successful choice in the treatment of femoral non-unions in respect to its higher success rate(491/567 EN, 24/57 dynam, P < 0.0001). However, there was no significant difference between the success rates of the two procedures for delayed union fractures(25/27 EN, 45/55 dynam, P = 0.3299). Nevertheless, dynamization was more efficient in the treatment of delayed unions(at rates comparable to exchange nailing) than in the treatment of non-unions.CONCLUSION In conclusion, after examination of factors, dynamization is recommended treatment of delayed femur fractures, while exchange nailing is the treatment of choice for non-unions. 展开更多
关键词 NON-UNION DELAYED union DYNAMIZATION FEMORAL fracture EXCHANGE NAILING
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Managements of osteoporotic vertebral compression fractures:A narrative review 被引量:10
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作者 Devon Patel jiayong liu Nabil A Ebraheim 《World Journal of Orthopedics》 2022年第6期564-573,共10页
Osteoporotic vertebral compression fractures(OVCFs)are the most common fragility fracture and significantly influence the quality of life in the elderly.Currently,the literature lacks a comprehensive narrative review ... Osteoporotic vertebral compression fractures(OVCFs)are the most common fragility fracture and significantly influence the quality of life in the elderly.Currently,the literature lacks a comprehensive narrative review of the management of OVCFs.The purpose of this study is to review background information,diagnosis,and surgical and non-surgical management of the OVCFs.A comprehensive search of PubMed and Google Scholar for articles in the English language between 1980 and 2021 was performed.Combinations of the following terms were used:compression fractures,vertebral compression fractures,osteoporosis,osteoporotic compression fractures,vertebroplasty,kyphoplasty,bisphosphonates,calcitonin,and osteoporosis treatments.Additional articles were also included by examining the reference list of articles found in the search.OVCFs,especially those that occur over long periods,can be asymptomatic.Symptoms of acute OVCFs include pain localized to the mid-line spine,a loss in height,and decreased mobility.The primary treatment regimens are pain control,medication management,vertebral augmentation,and anterior or posterior decompression and reconstructions.Pain control can be achieved with acetaminophen or nonsteroidal anti-inflammatory drugs for mild pain or opioids and/or calcitonin for moderate to severe pain.Bisphosphonates and denosumab are the first-line treatments for osteoporosis.Vertebroplasty and kyphoplasty are reserved for patients who have not found symptomatic relief through conservative methods and are effective in achieving pain relief.Vertebroplasty is less technical and cheaper than kyphoplasty but could have more complications.Calcium and vitamin D supplementation can have a protective and therapeutic effect.Management of OVCFs must be combined with multiple approaches.Appropriate exercises and activity modification are important in fracture prevention.Medication with different mechanisms of action is a critical long-term causal treatment strategy.The minimally invasive surgical interventions such as vertebroplasty and kyphoplasty are reserved for patients not responsive to conservative therapy and are recognized as efficient stopgap treatment methods.Posterior decompression and fixation or Anterior decompression and reconstruction may be required if neurological deficits are present.The detailed pathogenesis and related targeted treatment options still need to be developed for better clinical outcomes. 展开更多
关键词 Vertebral body OSTEOPOROSIS Fragility fractures Osteoporotic vertebral compression fractures KYPHOPLASTY VERTEBROPLASTY
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Efficacy of vinorelbine combined with low-dose methotrexate for treatment of inoperable desmoid tumor and prognostic factor analysis 被引量:7
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作者 Shu Li Zhengfu Fan +5 位作者 Zhiwei Fang jiayong liu Chujie Bai Ruifeng Xue Lu Zhang Tian Gao 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 2017年第5期455-462,共8页
Objective: To assess the efficacy of conservative chemotherapy for inoperable desmoid tumor(DT) and analyze the prognostic factors.Methods:From November 2008 to April 2016,71 patients of inoperable DT were treated... Objective: To assess the efficacy of conservative chemotherapy for inoperable desmoid tumor(DT) and analyze the prognostic factors.Methods:From November 2008 to April 2016,71 patients of inoperable DT were treated with vinorelbine and low-dose methotrexate in the Department of Bone and Soft Tissue Tumors,Peking University Cancer Hospital&Institute,and enrolled in this retrospective study.The chemotherapy duration is one year.The efficacy of chemotherapy and the prognosis were observed.Results:Of the 71 patients,55% were female.Age of onset varied from 1 to 47 years,and the median age was 14years.Only 11(15.5%)cases suffered primary tumor.The distribution of the site of tumors was:31(43.7%)in the trunk,36(50.7%)in the limbs,and 4(5.6%)in the peritoneal and pelvic cavity.The size of tumor(the maximum diameter)differed from 2 to 37 cm with a mean of 9.3 cm.The median follow-up duration was 28(range,6–87)months.Common side effects included:nausea and vomiting,liver injury,bone marrow suppression and oral ulcers.When the chemotherapy finished,1(1.4%)case achieved complete response,24(33.8%)achieved partial response,37(52.1%)achieved stable disease and 9(12.7%)had progressive disease.The overall response rate was 87.3%.The progression-free survival(PFS)of the participants were from 6 to 87 months,and the 2-,3-and 5-year PFS was 79.9%,68.4% and 36.3%,respectively.No significant difference was identified in PFS in subgroups of gender,age of onset,age of chemotherapy,tumor site and tumor size.Conclusions:For recurrent,inoperable and progressive DT,enough course of chemotherapy with vinorelbine combined with low-dose methotrexate was an optional choice for local control. 展开更多
关键词 Desmoid tumor aggressive fibromatosis chemotherapy
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Antibiotic bone cement's effect on infection rates in primary and revision total knee arthroplasties
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作者 Donald Kleppel Jacob Stirton +1 位作者 jiayong liu Nabil A Ebraheim 《World Journal of Orthopedics》 2017年第12期946-955,共10页
AIM To compare infection rates in primary and revision total knee arthroplasty(TKA) procedures using antibiotic impregnated bone cement(AIBC) to those rates in procedures not using AIBC.METHODS A systematic review and... AIM To compare infection rates in primary and revision total knee arthroplasty(TKA) procedures using antibiotic impregnated bone cement(AIBC) to those rates in procedures not using AIBC.METHODS A systematic review and meta-analysis was conducted in search for randomized controlled trials/studies(RCTs) pertaining to the field of antibiotic AIBC vs non-AIBC groups in both primary and revision TKA procedures. The primary literature search performed was to identify all RCTs that assessed AIBC in primary and revision TKA procedures. This search was done strictly through the Pub Med database using the article "filters" setting that identified and separated all RCTs from the overall search. The original search was "Primary/revision total knee arthroplasty using AIBC". Other key terms and phrases were included in the search as well. Eligible articles that were used in the "results" of this review met the following criteria:(1) Involved primary or revision TKA procedures(for any reason);(2) included TKA outcome infection rate information;(3) analyzed an AIBC group vs a non-AIBC control group;(4) were found through the RCT filter or hand search in Pub Med; and(5) published 1985-2017. Exclusion criteria was as follows:(1) Patients that were not undergoing primary or revision TKA procedures;(2) articles that did not separate total hip arthroplasity(THA) vs TKA results if both hip and knee revisions were evaluated;(3) papers that did not follow up on clinical outcomes of the procedure;(4) extrapolation of data was not possible given published results;(5) knee revisions not done on human patients;(6) studies that were strictly done on THAs;(7) articles that were not found through the RCT filter or through hand search in Pub Med;(8) articles that did not evaluate AIBC used in a prosthesis or a spacer during revision;(9) articles that did not compare an AIBC group vs a non-AIBC control group; and(10) articles that were published before 1985.RESULTS In total, 11 articles were deemed eligible for this analysis. Nine of the 11 studies dealt with primary TKA procedures comparing AIBC to non-AIBC treatment. The other two studies dealt with revision TKA procedures that compared such groups. From these papers, 4092 TKA procedures were found. 3903 of these were primary TKAs, while 189 were revision TKAs. Of the 3903 primary TKAs, 1979 of these used some form of AIBC while 1924 were part of a non-AIBC control group. Of the 189 revision TKAs, 96 of these used some form of AIBC while 93 were part of a non-AIBC control group. Average followup times of 47.2 mo and 62.5 mo were found in primary and revision groups respectively. A two-tailed Fisher's exact test was done to check if infection rates differed significantly between the groups. In the primary TKA group, a statistically significant difference between AIBC and non-AIBC groups was not found(AIBC infection rate = 23/1979, non-AIBC infection rate = 35/1924, P = 0.1132). In the revision TKA group, a statistically significant difference between the groups was found(AIBC infection rate = 0/96, non-AIBC infection rate = 7/93, P = 0.0062). No statistically significant differences existed in Knee Society Scores, Hospital for Special Surgery Scores, or Loosening Rates.CONCLUSION AIBC did not have a significant effect on primary TKA infection rates. AIBC did have a significant effect on revision TKA infection rates. 展开更多
关键词 TOTAL KNEE ARTHROPLASTY KNEE REVISION Antibiotic impregnated/laden/infused BONE CEMENT BONE CEMENT KNEE ARTHROPLASTY Primary/revision TOTAL KNEE arthroplasties infection
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Cover Enhancement Method for Audio Steganography Based on Universal Adversarial Perturbations with Sample Diversification
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作者 Jiangchuan Li Peisong He +2 位作者 jiayong liu Jie Luo Qiang Xia 《Computers, Materials & Continua》 SCIE EI 2023年第6期4893-4915,共23页
Steganography techniques,such as audio steganography,have been widely used in covert communication.However,the deep neural network,especially the convolutional neural network(CNN),has greatly threatened the security o... Steganography techniques,such as audio steganography,have been widely used in covert communication.However,the deep neural network,especially the convolutional neural network(CNN),has greatly threatened the security of audio steganography.Besides,existing adversarial attacks-based countermeasures cannot provide general perturbation,and the trans-ferability against unknown steganography detection methods is weak.This paper proposes a cover enhancement method for audio steganography based on universal adversarial perturbations with sample diversification to address these issues.Universal adversarial perturbation is constructed by iteratively optimizing adversarial perturbation,which applies adversarial attack tech-niques,such as Deepfool.Moreover,the sample diversification strategy is designed to improve the transferability of adversarial perturbations in black-box attack scenarios,where two types of common audio-processing operations are considered,including noise addition and moving picture experts group audio layer III(MP3)compression.Furthermore,the perturbation ensemble method is applied to further improve the attacks’transferability by integrating perturbations of different detection networks with heterogeneous architec-tures.Consequently,the single universal adversarial perturbation can enhance different cover audios against a CNN-based detection network.Extensive experiments have been conducted,and the results demonstrate that the average missed-detection probabilities of the proposed method are higher than those of the state-of-the-art methods by 7.3%and 16.6%for known and unknown detection networks,respectively.It verifies the efficiency and transferability of the proposed methods for the cover enhancement of audio steganography. 展开更多
关键词 Audio steganography cover enhancement adversarial perturbations sample diversification
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Effects of Colchicine on Callus Induction and Differentiation of Erianthus arundinaceus
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作者 Li YAO Peifang ZHAO +3 位作者 Jun ZHAO jiayong liu Wei QIN Caiwen WU 《Agricultural Biotechnology》 CAS 2018年第1期1-4,8,共5页
Erianthus arundinaceum, a related species of the most important sugar crop Saccharum, and is an essential gene resource for stress and disease resistance in sugarcane breeding. Colchicine is the most common and effect... Erianthus arundinaceum, a related species of the most important sugar crop Saccharum, and is an essential gene resource for stress and disease resistance in sugarcane breeding. Colchicine is the most common and effective chemical inducer in polyploid breeding at present. To detect the effects of colchicine on callus induction and shoot regeneration, E. arundinaceus ' Yun 83-183', with the chromosome of 2n = 60, was used as the material for studying the effect of different concentrations of 2,4-D and colchicine, treatment time and culture methods on callus induction and shoot regeneration. The results indicated, when the callus was cultured for 7 d in solid medium with 0.07% colchicine or 0.5 d in liquid medium with 0.05% colchicine, callus had no ability of shoot regeneration, which meant that in liquid culture, colchicine had not only high inhibitory effect on callus, but also lower concentration and shorter treatment time than solid culture; when the concentration of colchicine was 0.03% and callus was cultured for 7 d in solid medium or 0.5 d in liquid mhdium, the resistant callus rate and resistant bud rate were the highest, although the resistant callus rates were all about 88.00% and had no significant difference between solid culture and liquid culture, the resistance bud rate was only 6.00% in liquid culture, 16.22% lower than in solid culture, which meant that solid culture was more effective than liquid culture at the same colchicine concentration. For E. arundinaceus ' Yun 83-183' , the best concentration of 2,4-D was 2 mg/L, the best concentration of colchicine was 0.03%, and the best effect of callus induction and shoot regeneration was achieved within 7 d of solid culture. This study would provide fundamental information for chromosome doubling of E. arundinaceus in the future. 展开更多
关键词 Erianthus arundinaceum Colchieine CALLUS
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Additive and Over-dominant Effects Resulting from Epistatic Loci Are the Primary Genetic Basis of Heterosis in Rice 被引量:20
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作者 Xiaojin Luo Yongcai Fu +6 位作者 Peijiang Zhang Shuang Wu Feng Tian jiayong liu Zuofeng Zhu Jinshui Yang Chuanqing Sun 《Journal of Integrative Plant Biology》 SCIE CAS CSCD 2009年第4期393-408,共16页
A set of 148 F9 recombinant inbred lines (RILs) was developed from the cross of an indica cultivar 93-11 and japonica cultivar DTI13, showing strong F1 heterosis. Subsequently, two backcross F1 (BCFI) populations ... A set of 148 F9 recombinant inbred lines (RILs) was developed from the cross of an indica cultivar 93-11 and japonica cultivar DTI13, showing strong F1 heterosis. Subsequently, two backcross F1 (BCFI) populations were constructed by backcrossing these 148 RILs to two parents, 93-11 and DT713. These three related populations (281BCF1 lines, 148 RILs) were phenotyped for six yield-related traits in two locations. Significant inbreeding depression was detected in the population of RILS and a high level of heterosis was observed in the two BCF1 populations. A total of 42 main-effect quantitative trait loci (M-QTLs) and 109 epistatic effect QTL pairs (E-QTLs) were detected in the three related populations using the mixed model approach. By comparing the genetic effects of these QTLs detected in the RILs, BCF1 performance and mid-parental heterosis (HMp), we found that, in both BCF1 populations, the QTLs detected could be classified into two predominant types: additive and over-dominant loci, which indicated that the additive and over-dominant effect were more important than complete or partially dominance for M-QTLs and E-QTLs. Further, we found that the E-QTLs detected collectively explained a larger portion of the total phenotypic variation than the M-QTLs in both RILs and BCF1 populations. All of these results suggest that additive and over-dominance resulting from epistatic loci might be the primary genetic basis of heterosis in rice. 展开更多
关键词 ADDITIVITY EPISTASIS HETEROSIS over-dominance quantitative trait locus.
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Microarray-Assisted Fine-Mapping of Quantitative Trait Loci for Cold Tolerance in Rice 被引量:17
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作者 Fengxia liu Wenying Xu +6 位作者 Qian Song Lubin Tan jiayong liu Zuofeng zhu Yongcai Fu Zhen Su Chuanqing Sun 《Molecular Plant》 SCIE CAS CSCD 2013年第3期757-767,共11页
Many important agronomic traits, including cold stress resistance, are complex and controlled by quantitative trait loci (QTLs). Isolation of these QTLs will greatly benefit the agricultural industry but it is a cha... Many important agronomic traits, including cold stress resistance, are complex and controlled by quantitative trait loci (QTLs). Isolation of these QTLs will greatly benefit the agricultural industry but it is a challenging task. This study explored an integrated strategy by combining microarray with QTL-mapping in order to identify cold-tolerant QTLs from a cold-tolerant variety ILl12 at early-seedling stage. All the early seedlings of IL112 survived normally for 9 d at 4-5℃, while Guichao2 (GC2), an indica cultivar, died after 4 d under the same conditions. Using the F2-3 population derived from the progeny of GC2 and ILl12, we identified seven QTLs for cold tolerance. Furthermore, we performed Affymetrix rice whole-genome array hybridization and obtained the expression profiles of ILl12 and GC2 under both low-temperature and normal conditions. Four genes were selected as cold QTL-related candidates, based on microarray data mining and QTL-mapping. One candidate gene, LOC_Os07g22494, was shown to be highly associated with cold tolerance in a number of rice varieties and in the F2-3 population, and its overexpression transgenic rice plants displayed strong tolerance to low temperature at early-seedling stage. The results indicated that overexpression of this gene (LOC_Os07g22494) could increase cold tolerance in rice seedlings. Therefore, this study provides a promising strategy for identifying candidate genes in defined QTL regions. 展开更多
关键词 QTL FINE-MAPPING cold tolerance rice.
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Enhancing the HSV-1-mediated antitumor immune response by suppressing Bach1
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作者 Chaohu Pan Qiaomei Cai +16 位作者 Xiaorong Li Lili Li Liping Yang Yu Chen Junxiao liu Wancheng liu Meiling Gao Tianqi Sui Xiaoyang Wang Huiming Fan Jiayin Ruan Yueyue Shi Saihua Chen Lucy S.Cheng jiayong liu Heng Yang Genhong Cheng 《Cellular & Molecular Immunology》 SCIE CAS CSCD 2022年第4期516-526,共11页
Background In 2015,herpes simplex virus 1(HSV-1)-derived talimogene laherparepvec(T-VEC)was the first oncolytic virus approved by the US Food and Drug Administration as a therapeutic agent for cancer treatment.However... Background In 2015,herpes simplex virus 1(HSV-1)-derived talimogene laherparepvec(T-VEC)was the first oncolytic virus approved by the US Food and Drug Administration as a therapeutic agent for cancer treatment.However,its antitumor application is limited to local treatment of melanoma,and there is a lack of understanding of the mechanisms underlying the regulation of HSV-1 replication in cancer cells and the associated antitumor immunity.We hypothesized that increasing the replication capacity of HSV-1 in tumor cells would enhance the antitumor effect of this virus.Methods We systematically identified IFN-stimulated genes induced by HSV-1 by performing functional screens and clarified the mechanism by which BACH1 acts against HSV-1.Then,we tested the effect of BACH1 deficiency on immunogenic cell death induced by HSV-1.Furthermore,we investigated the antitumor effect of BACH1 deficiency on HSV-1 in MCA205 and B16 murine tumor models.Results We identified eight IFN-stimulated genes(ISGs)controlling HSV-1 replication,among which BTB and CNC homology 1(BACH1)suppressed HSV-1 replication by inhibiting the transcription of ICP4,ICP27,and UL39.Loss of Bach1 function not only increased HSV-1 proliferation but also promoted HSV-1-induced cell apoptosis,HMGB1 secretion,and calreticulin exposure in tumor cells.More importantly,hemin,an FDA-approved drug known to downregulate BACH1,significantly enhanced HSV-1-mediated antitumor activity with increased T lymphocyte infiltration at the tumor site.Conclusions Our studies uncovered a novel antiviral activity of BACH1 and provided a new strategy for improving the clinical efficiency of the oncolytic virus HSV-1. 展开更多
关键词 IFN stimulated genes Bach1 HSV-1 HEMIN Antitumor immunity
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Correction to:Enhancing the HSV-1-mediated antitumor immune response by suppressing Bach1
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作者 Chaohu Pan Qiaomei Cai +16 位作者 Xiaorong Li Lili Li Liping Yang Yu Chen Junxiao liu Wancheng liu Meiling Gao Tianqi Sui Xiaoyang Wang Huiming Fan Jiayin Ruan Yueyue Shi Saihua Chen Lucy SCheng jiayong liu Heng Yang Genhong Cheng 《Cellular & Molecular Immunology》 SCIE CAS CSCD 2022年第6期754-754,共1页
In the version of this article initially published,a grant name and the acknowledgment information were missing.The grant name and acknowledgment information have been added at the end of Acknowledgments:J.L.is suppor... In the version of this article initially published,a grant name and the acknowledgment information were missing.The grant name and acknowledgment information have been added at the end of Acknowledgments:J.L.is supported by WU Jieping Medical Foundation(320.6750.2021-17-12).We thank Dr.Chunfu Zheng for providing the HSV-1 BAC plasmid.The results and conclusions were not affected. 展开更多
关键词 Medical initially THANK
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