影像组学在非小细胞肺癌免疫治疗中的研究进展

肺癌是肿瘤相关死亡的主要原因,非小细胞肺癌是其中最常见的亚型。目前,以程序性细胞死亡受体1或其配体的免疫检查点抑制剂为代表的免疫治疗已广泛应用于非小细胞肺癌患者的临床诊疗实践,但仅少数患者能从中受益,免疫治疗缺乏可靠的预测标志物。影像组学是一种借助计算机软件使用数据表征算法从生物医学图像中提取大量定量信息的工具,大量研究已经证实预测非小细胞肺癌免疫疗效的影像组学模型作为新型免疫疗效预测标志物,有望指导肺癌患者的个体化诊疗决策,具有光明的应用前景。本文对影像组学预测非小细胞肺癌免疫治疗反应、识别假性进展和超进展、免疫检查点抑制剂相关性肺炎、恶病质风险和联合其他组学中的研究进展作一综述。

Constitutive modelling of fabric effect on sand liquefaction

Sand liquefaction under static and dynamic loading can cause failure of embankments,slopes,bridges and other important infrastructure.Sand liquefaction in the seabed can also cause submarine landslides and tsunamis.Fabric anisotropy related to the internal soil structure such as particle orientation,force network and void space is found to have profound influence on sand liquefaction.A constitutive model accounting for the effect of anisotropy on sand liquefaction is proposed.Evolution of fabric anisotropy during loading is considered according to the anisotropic critical state theory for sand.The model has been validated by extensive test results on Toyoura sand with different initial densities and stress states.The effect of sample preparation method on sand liquefaction is qualitatively analysed.The model has been used to investigate the response of a sand ground under earthquake loading.It is shown that sand with horizontal bedding plane has the highest resistance to liquefaction when the sand deposit is anisotropic,which is consistent with the centrifuge test results.The initial degree of fabric anisotropy has a more significant influence on the liquefaction resistance.Sand with more anisotropic fabric that can be caused by previous loading history or compaction methods has lower liquefaction resistance.

Inatorial forecasting method considering macro and micro characteristics of chaotic traffic flow

Traffic flow prediction is an effective strategy to assess traffic conditions and alleviate traffic congestion. Influenced by external non-stationary factors and road network structure, traffic flow sequences have macro spatiotemporal characteristics and micro chaotic characteristics. The key to improving the model prediction accuracy is to fully extract the macro and micro characteristics of traffic flow time sequences. However, traditional prediction model by only considers time features of traffic data, ignoring spatial characteristics and nonlinear characteristics of the data itself, resulting in poor model prediction performance. In view of this, this research proposes an intelligent combination prediction model taking into account the macro and micro features of chaotic traffic data. Firstly, to address the problem of time-consuming and inefficient multivariate phase space reconstruction by iterating nodes one by one, an improved multivariate phase space reconstruction method is proposed by filtering global representative nodes to effectively realize the high-dimensional mapping of chaotic traffic flow. Secondly, to address the problem that the traditional combinatorial model is difficult to adequately learn the macro and micro characteristics of chaotic traffic data, a combination of convolutional neural network(CNN) and convolutional long short-term memory(ConvLSTM) is utilized for capturing nonlinear features of traffic flow more comprehensively. Finally,to overcome the challenge that the combined model performance degrades due to subjective empirical determined network parameters, an improved lightweight particle swarm is proposed for improving prediction accuracy by optimizing model hyperparameters. In this paper, two highway datasets collected by the Caltrans Performance Measurement System(PeMS)are taken as the research objects, and the experimental results from multiple perspectives show that the comprehensive performance of the method proposed in this research is superior to those of the prevalent methods.

D-二聚体水平变化对肺炎支原体肺炎患儿的临床意义

目的探讨D-二聚体水平变化对肺炎支原体肺炎(MPP)病情严重程度的意义。方法回顾性分析2016年1月—2019年12月首都医科大学附属北京儿童医院357例MPP住院患儿的临床资料,根据不同血浆D-二聚体水平将患儿分为3组。比较3组患儿的乳酸脱氢酶(LDH)、红细胞沉降率(ESR)、C反应蛋白(CRP)、白细胞(WBC)、血小板(PLT)、凝血酶原时间(PT)、纤维蛋白原定量(FIB)、部分凝血活酶时间(APTT)及抗凝酶Ⅲ活性(AT-Ⅲ);比较有无肺内并发症患儿的D-二聚体水平;研究D-二聚体水平与炎症指标、凝血功能及肺内并发症之间的关系。结果MPP患儿中,D-二聚体<0.729 mg/L 142例,D-二聚体为0.729~1.458 mg/L 97例,D-二聚体>1.458 mg/L 118例。MPP患儿血浆D-二聚体水平与CRP、LDH、是否伴有胸腔积液呈正相关(P<0.05),与APTT、AT-Ⅲ呈负相关(P<0.05)。MPP患儿D-二聚体>0.729 mg/L高度提示SMPP的可能性;D-二聚体水平越高,合并肺内并发症概率越高。结论血浆D-二聚体可作为早期SMPP的判断指标之一,能够反映MPP的严重程度,为临床治疗和监测提供依据。

The State-of-the-Art Review on Applications of Intrusive Sensing,Image Processing Techniques,and Machine Learning Methods in Pavement Monitoring and Analysis

In modern transportation,pavement is one of the most important civil infrastructures for the movement of vehicles and pedestrians.Pavement service quality and service life are of great importance for civil engineers as they directly affect the regular service for the users.Therefore,monitoring the health status of pavement before irreversible damage occurs is essential for timely maintenance,which in turn ensures public transportation safety.Many pavement damages can be detected and analyzed by monitoring the structure dynamic responses and evaluating road surface conditions.Advanced technologies can be employed for the collection and analysis of such data,including various intrusive sensing techniques,image processing techniques,and machine learning methods.This review summarizes the state-ofthe-art of these three technologies in pavement engineering in recent years and suggests possible developments for future pavement monitoring and analysis based on these approaches.

Serum homocysteine concentrations of Chinese intellectuals and the influential factors concerned

Objective: To observe the concentration of se-rum homocysteine in intellectuals and the re-lated influential factors. Methods: The concen-trations serum homocysteine and saliva cortisol were measured in 138 intellectuals from three cities, Tianjin, Guangzhou and Chengdu in China. All the subjects had senior titles of tech-nical post, aged 40-69 years. Results: The mean value of serum homocysteine concentration in intellectuals was 20.6±0.8μmol/L, higher than the reference value. With the increase of cortisol levels the homocysteine concentrations rise (P <0.05). The mean value of homocysteine con-centration was highest in 40-49 years old group. Men had higher homocysteine level than women in this investigation. According to the mean value of homocysteine concentration among different cities, Tianjin was highest, Chengdu medium, Guangzhou lowest. Conclusion: The serum homocysteine concentration of intellec-tuals is higher than the reference value. The stress level, gender and resident cities might contribute to the differences in serum homo-cysteine concentration in Chinese intellectuals.

Protein hydrogels for biomedical applications

Hydrogels,characterised as highly hydrophilic three-dimensional polymer networks,have gained increasing attention due to their unique physicochemical properties,finding applications in various fields.Natural polymer hydrogels exhibit higher biocompatibility and biodegradability compared to traditional synthetic polymer hydrogels.Proteins,being the principal materials of natural polymer hydrogels,bear numerous modifiable functional groups.The resultant hydrogel possesses responsiveness,adjustable degradability,and underway as an excellent biomaterial.Seven common raw materials used to construct protein hydrogels are introduced.In terms of comparing natural polymer hydrogels with traditional synthetic polymer hydrogels,the authors conduct a detailed analysis and comparison,highlighting the advantages of natural polymer hydrogels in terms of biocompatibility and biodegradability,and summarising their characteristics.The authors also address the limitations of various protein hydrogels and list existing strengthening cross-linking strategies,proposing new insights to overcome the application limits of protein hydrogels.Additionally,the applications of protein hydrogels in drug delivery,biosensing,bio-inks and tissue engineering are discussed.The authors conclude by summarising the current challenges faced by protein hydrogels and prospecting its future development.

Advanced industrial informatics towards smart,safe and sustainable roads:A state of the art

The road is one of the most important civil infrastructures for serving society,where its service quality and life have direct impacts on the safety and comfort of users.Therefore,road construction,condition detection and monitoring,and timely maintenance are particularly important for engineers.Many engineering applications of industrial informatics approaches,like image processing technology,widely used computer-based algorithms,and advanced sensors,have been initially and gradually applied to roads.This state-of-the-art review first summarized the research on industrial applications of advanced information technologies in recent years,while analyzing and comparing the advantages and disadvantages of each technology.Especially,five topics were focused on road construction,road maintenance with decision strategy,road structure evaluation,smart sensing in the road,and cooperative vehicle infrastructure system.It is expected that advanced industrial informatics can help engineers promote the development of smart,safe,and sustainable roads.

Anterior temporal lobectomy improved mood status and quality of life in Chinese patients with mesial temporal lobe epilepsy:a single-arm cohort study

Background: Many studies have emphasized that selective resection of epileptic lesions in temoral lobe is associated with better preservation of cognition function;whether this applies to patients with refractory mesial temporal lobe epilepsy (MTLE) remains unknown. The objective of this study was to evaluate changes in cognitive functions, mood status, and quality of life after anterior temporal lobectomy in patients with refractory MTLE. Methods: This single-arm cohort study assessed cognitive function, mood status, and quality of life, as well as electroencephalography findings, in patients with refractory MTLE who underwent anterior temporal lobectomy at Xuanwu Hospital from January 2018 to March 2019. Pre- and post-operative characteristics were compared to evaluate the effects of surgery. Results: Anterior temporal lobectomy significantly reduced the frequencies of epileptiform discharges. The overall success rate of surgery was acceptable. Anterior temporal lobectomy did not result in significant changes in overall cognitive functions (P > 0.05), although changes in certain domains, including visuospatial ability, executive ability, and abstract thinking, were detected. Anterior temporal lobectomy resulted in improvements in anxiety and depression symptoms and quality of life. Conclusions: Anterior temporal lobectomy reduced epileptiform discharges and incidence of post-operative seizures as well as resulted in improved mood status and quality of life without causing significant changes in cognitive function.

Chemical constituents from leaves of Jatropha curcas

Objective:To investigate the chemical constituents from the leaves of Jatropha curcas and evaluate their inhibition on lipopolysaccharide(LPS)-activated BV-2 microglia cells.Methods:The n-BuOH extract of the leaves of J.curcas was isolated by macroporous adsorption resin,silica gel,ODS,column chromatography and semi-preparative HPLC.The structures of the compounds were identified by MS,NMR,ECD,and other spectroscopic methods.In addition,anti-neuroinflammatory effects of isolated compounds were evaluated by measuring the production of nitric oxide(NO)in overactivated BV-2 cells.Results:Seventeen compounds,including(7R,8S)-crataegifin A-4-O-β-D-glucopyranoside(1),(8R,8’R)-arctigenin(2),arctigenin-4’-O-β-D-glucopyranoside(3),(-)-syringaresinol(4),syringaresinol-4’-O-β-Dglucopyranoside(5),(-)-pinoresinol(6),pinoresinol-4’-O-β-D-glucopyranoside(7),buddlenol D(8),(2R,3R)-dihydroquercetin(9),(2S,3S)-epicatechin(10),(2R,3S)-catechin(11),isovitexin(12),naringenin-7-O-β-D-glucopyranoside(13),chamaejasmin(14),neochamaejasmin B(15),isoneochamaejasmin A(16),and tomentin-5-O-β-D-glucopyranoside(17)were isolated and identified.Compounds 2,4and 8 significantly inhibited the release of NO in BV-2 microglia activated by LPS,with IC50values of18.34,29.33 and 26.30μmol/L,respectively.Conclusion:Compound 1 is a novel compound,and compounds 2,3,8,14–17 are isolated from Jatropha genus for the first time.In addition,the lignans significantly inhibited NO release and the inhibitory activity was decreased after glycosylation.

锌负极和锂负极在不同温度下的电化学行为

本文研究表明锂金属负极的枝晶问题在较低温度下会加剧,在较高温度下会受到抑制;而对于水系可充电锌基电池中锌金属负极的枝晶演变,温度的影响则恰恰相反.对两种负极的电化学行为的研究结果表明,界面反应速率和离子扩散率的匹配程度以及副反应综合影响了金属负极的枝晶生长和循环寿命.研究发现有机电解质和水电解质在上述影响因素上的不同性质导致相反的温度影响.本文进一步对混合电解质(有机和水性)进行了详细研究,以调节离子扩散率和副反应,同时扩大水系可充锌基电池的工作温度窗口.本文揭示了有机锂金属负极和水系锌基电池完全相反的温度影响,并揭示了潜在的影响机制,有助于加深对金属负极的理解,从而促进水系锌基电池的大规模应用.

Corrigendum to“Mussel-inspired nanozyme catalyzed conductive and self-setting hydrogel for adhesive and antibacterial bioelectronics”[Bioact.Mater.6(2021)2676-2687/452]

The authors regret<that the published version of the above article contained an error in Figure 5d,which was not identified during the proofing stage.The Figure 5d has been revised as follow.The authors would like to apologise for any inconvenience caused and state that the correction does not change the scientific conclusions of the article in any way.

New innovations in pavement materials and engineering:A review on pavement engineering research 2021

Sustainable and resilient pavement infrastructure is critical for current economic and environmental challenges.In the past 10 years,the pavement infrastructure strongly supports the rapid development of the global social economy.New theories,new methods,new technologies and new materials related to pavement engineering are emerging.Deterioration of pavement infrastructure is a typical multi-physics problem.Because of actual coupled behaviors of traffic and environmental conditions,predictions of pavement service life become more and more complicated and require a deep knowledge of pavement material analysis.In order to summarize the current and determine the future research of pavement engineering,Journal of Traffic and Transportation Engineering(English Edition)has launched a review paper on the topic of"New innovations in pavement materials and engineering:A review on pavement engineering research 2021".Based on the joint-effort of 43 scholars from 24 well-known universities in highway engineering,this review paper systematically analyzes the research status and future development direction of 5 major fields of pavement engineering in the world.The content includes asphalt binder performance and modeling,mixture performance and modeling of pavement materials,multi-scale mechanics,green and sustainable pavement,and intelligent pavement.Overall,this review paper is able to provide references and insights for researchers and engineers in the field of pavement engineering.

Mussel-inspired nanozyme catalyzed conductive and self-setting hydrogel for adhesive and antibacterial bioelectronics

Adhesive hydrogels have broad applications ranging from tissue engineering to bioelectronics;however,fabricating adhesive hydrogels with multiple functions remains a challenge.In this study,a mussel-inspired tannic acid chelated-Ag(TA-Ag)nanozyme with peroxidase(POD)-like activity was designed by the in situ reduction of ultrasmall Ag nanoparticles(NPs)with TA.The ultrasmall TA-Ag nanozyme exhibited high catalytic activity to induce hydrogel self-setting without external aid.The nanozyme retained abundant phenolic hydroxyl groups and maintained the dynamic redox balance of phenol-quinone,providing the hydrogels with long-term and repeatable adhesiveness,similar to the adhesion of mussels.The phenolic hydroxyl groups also afforded uniform distribution of the nanozyme in the hydrogel network,thereby improving its mechanical properties and conductivity.Furthermore,the nanozyme endowed the hydrogel with antibacterial activity through synergistic effects of the reactive oxygen species generated via POD-like catalytic reactions and the intrinsic bactericidal activity of Ag.Owing to these advantages,the ultrasmall TA-Ag nanozyme-catalyzed hydrogel could be effectively used as an adhesive,antibacterial,and implantable bioelectrode to detect bio-signals,and as a wound dressing to accelerate tissue regeneration while preventing infection.Therefore,this study provides a promising approach for the fabrication of adhesive hydrogel bioelectronics with multiple functions via mussel-inspired nanozyme catalysis.

Polydopamine-mediated graphene oxide and nanohydroxyapatite-incorporated conductive scaffold with an immunomodulatory ability accelerates periodontal bone regeneration in diabetes

Regenerating periodontal bone tissues in the aggravated inflammatory periodontal microenvironment under diabetic conditions is a great challenge.Here,a polydopamine-mediated graphene oxide(PGO)and hydroxyapatite nanoparticle(PHA)-incorporated conductive alginate/gelatin(AG)scaffold is developed to accelerate periodontal bone regeneration by modulating the diabetic inflammatory microenvironment.PHA confers the scaffold with osteoinductivity and PGO provides a conductive pathway for the scaffold.The conductive scaffold promotes bone regeneration by transferring endogenous electrical signals to cells and activating Ca2+channels.Moreover,the scaffold with polydopamine-mediated nanomaterials has a reactive oxygen species(ROS)-scavenging ability and anti-inflammatory activity.It also exhibits an immunomodulatory ability that suppresses M1 macrophage polarization and activates M2 macrophages to secrete osteogenesis-related cytokines by mediating glycolytic and RhoA/ROCK pathways in macrophages.The scaffold induces excellent bone regeneration in periodontal bone defects of diabetic rats because of the synergistic effects of good conductive,ROS-scavenging,anti-inflammatory,and immunomodulatory abilities.This study provides fundamental insights into the synergistical effects of conductivity,osteoinductivity,and immunomodulatory abilities on bone regeneration and offers a novel strategy to design immunomodulatory biomaterials for treatment of immune-related diseases and tissue regeneration.

A state-of-the-art review on interfacial behavior between asphalt binder and mineral aggregate

The interface between asphalt binder and mineral aggregate directly affects the service life of pavement because the defects and stress concentration occur more easily there. The interaction between asphalt binder and mineral aggregate is the main cause of forming the interface. This paper presents an extensive review on the test technologies and analysis methods of interfacial interaction, including molecular dynamics simulation, phase field approach, absorption tests, rheological methods and macro mechanical tests. All of the studies conducted on this topic clearly indicated that the interfacial interaction between asphalt binder and mineral aggregate is a physical-chemical process, and can be qualitatively characterized by microscopical technique （such as SEM and AFM）, and also can be quantitatively evaluated by rheological methods and interfacial mechanical tests. Molecular dynamics simulation and phase field approach were also demonstrated to be effective methods to study the interfacial behavior and its mechanism.

Repetitive Transcranial Magnetic Stimulation for the Treatment of Restless Legs Syndrome

Background： Repetitive transcranial magnetic stimulation （rTMS） is a noninvasive technique used to alter cortex excitability that has been proposed as an efficient method for treating brain hyperexcitability or hypoexcitability disorders. Tile aim of this study was to investigate whether high-fi-equency rTMS could have any beneficial effects in restless legs syndrome （RLS）. Methods： Fourteen patients with RLS were given high-frequency rTMS （15 Hz, 100% motor threshold） to tile leg representation motor cortex area of the frontal lobe for 14 sessions over 18 days. Patients were diagnosed according to the international criteria proposed by the International Restless Legs Syndrome Study Group in 2003. The International RLS Rating Scale （1RLS-RS）, Pittsburgh Sleep Quality Index （PSQI）, Hamilton Anxiety Scale （llAMA） and Hamilton Depression Scale were used to evaluate the severity of RLS, sleep quality, anxiety and depression, respectively. The scale scores were evaluated at four-time points （baseline, end of the 14th session, and at 1- and 2-month posttreatrnent）. One-way analysis of variance was used to compare scale scores at different time points. Results： There was significant improvement in the 1RLS-RS （from 23.86 ± 5.88 to 11.21 ± 7.23, P 〈 0.05）, PSQ1 （frorn 15.00 ± 4.88 to 9.29 ± 3.91, P 〈 0.05）, and HAMA （from 17.93 ± 7.11 to 10.36 ± 7.13, P 〈 0.05） scale scores at the end of 14th session, with ongoing effects lasting for at least 2 months. Conclusions： High-17equency rTMS can markedly alleviate the motor system symptoms, sleep disturbances, and anxiety in RLS patients. These restllts suggest that rTMS might be an option for treating RLS.

Recent Advances and Applications in Paper-Based Devices for Point-of-Care Testing

Point-of-care testing(POCT),as a portable and user-friendly technology,can obtain accurate test results immediately at the sampling point.Nowadays,microfluidic paper-based analysis devices(μPads)have attracted the eye of the public and accelerated the development of POCT.A variety of detection methods are combined withμPads to realize precise,rapid and sensitive POCT.This article mainly introduced the development of electrochemistry and optical detection methods onμPads for POCT and their applications on disease analysis,environmental monitoring and food control in the past 5 years.Finally,the challenges and future development prospects ofμPads for POCT were discussed.

Full-color flexible laser displays based on random laser arrays

Flexible laser display is a critical component for an information output port in next-generation wearable devices.So far,the lack of appropriate display panels capable of providing sustained operation under rigorous mechanical conditions impedes the development of flexible laser displays with high reliability.Owing to the multiple scattering feedback mechanism,random lasers render high mechanical flexibility to withstand deformation,thus making them promising candidates for flexible display planes.However,the inability to obtain pixelated random laser arrays with highly ordered emissive geometries hinders the application of flexible laser displays in the wearable device.Here,for the first time,we demonstrate a mass fabrication strategy of full-color random laser arrays for flexible display panels.The feedback closed loops can be easily fulfilled in the pixels by multiple scatterings to generate durative random lasing.Due to the sustained operation of random laser,the display performance was well-maintained under mechanical deformations,and as a result,a flexible laser display panel was achieved.Our finding will provide a guidance for the development of flexible laser displays and laser illumination devices.

Optical coherence tomography findings in chronic progressive external ophthalmoplegia

Background: Chronic progressive external ophthalmoplegia (CPEO) is a mitochondrial encephalomyopathy caused by multiple mtDNA abnormalities. There is little information about the changes of ocular fundus with CPEO. The aim of this work was to measure and evaluate changes in the macular retinal thickness and optic nerve head in patients with CPEO using spectral-domain optical coherence tomography and to compare the findings with those of healthy individuals. Methods: Totally, 18 CPEO patients were enrolled in this study. Healthy volunteers matched for gender, age, and diopter settings were included as a control group. The retinal thickness of macular central fovea, inner and outer retinal layer thickness of perifoveal macular, optic nerve head parameters, and peripapillay retinal nerve fiber layer thickness (pRNFLT) for all included cases were measured using spectral-domain optical coherence tomography. A paired t test was used to compare the differences in the studied parameters between the two groups. The correlations between macular retinal thickness, pRNFLT, disease duration, and age of onset were also analyzed. Results: Among the macular parameters, retinal thickness of macular central fovea (t=—2.135, P < 0.05) and outer retinal layer thickness (t =—1.994, P < 0.05) of patients in the CPEO group were statistically significant lower than those of patients in the normal control group. For the optic nerve head parameters, the patients in the CPEO group showed a larger rim volume (t =—2.499, P < 0.05) and nerve head volume (t =—2.103, P < 0.05). The overall pRNFLT of patients in the CPEO group was statistically significant lower than that of patients in the control group (t =—4.125, P < 0.05). The comparison of pRNFLT in eight sectors showed that the pRNFLT of patients in the CPEO group was statistically significant lower than that of the control group mainly in the inferior and temporal sectors. The degree of pRNFL defect negatively correlated with the disease duration (r =—0.583, P < 0.05). Conclusions: The retinal thickness of patients with CPEO was significantly thinner, which was mostly the outer retina. The patients, optic discs had a low volume and the loss of the retinal nerve fiber layer was obvious. With the extension of the disease duration, the retinal nerve fiber layer defect was even more significant.