Yang Zeng , Bianzheng Wang , Jie Cheng , Chunhui Ren , Jinhong Guo , Renting Liu , Shan Liu , Jiuchuan Guo
{"title":"A miniaturized liver function detection system with machine learning enhancing strategy","authors":"Yang Zeng , Bianzheng Wang , Jie Cheng , Chunhui Ren , Jinhong Guo , Renting Liu , Shan Liu , Jiuchuan Guo","doi":"10.1016/j.bios.2025.117667","DOIUrl":"10.1016/j.bios.2025.117667","url":null,"abstract":"<div><div>Serum alanine aminotransferase (ALT) is one of the most sensitive indicators of liver function and is crucial in diagnosing acute liver injury (ALI). However, its widespread clinical application is limited due to expensive equipment, detection delays, and high technical requirements, especially in resource-limited areas. This paper presents a miniaturized liver function detection system with machine learning enhancing strategy to address these challenges. The system integrates a quantitative detection algorithm based on grayscale processing and a semi-quantitative detection algorithm based on a convolutional neural network (CNN). The CNN model consists of four block units, each comprising a convolutional layer, an activation function, and a pooling layer. The model was validated using the hold-out method. Additionally, the detection instrument employs rapid and stable temperature control at 37 ± 0.4 °C to maintain serum enzyme activity. The system achieves a quantitative limit of detection of 5.47 U/L, with a measurable range of 6∼395 U/L. The semi-quantitative classification intervals are <1 × ULN (Upper limit of normal), 1–5 × ULN, and >5 × ULN. Accurate ALT concentration results can be obtained within 3 min. Compared to results from a fully automated biochemical analyzer, the system exhibits a linear correlation coefficient of 0.9930 for quantitative detection and an accuracy of 96.97 % for semi-quantitative detection. The impact of common interfering substances is less than 8 %, and the coefficient of variation (CV) is consistently below 10 %, demonstrating good reliability. This system offers a low-cost, fast, and accurate solution for liver function detection, providing a convenient and efficient alternative for clinical applications.</div></div>","PeriodicalId":259,"journal":{"name":"Biosensors and Bioelectronics","volume":"287 ","pages":"Article 117667"},"PeriodicalIF":10.7,"publicationDate":"2025-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144241607","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yuxin Zhuo , Siyan Liu , Wenjuan Xu , Yunsong Mu , Anna Zhu , Feng Long
{"title":"Machine learning-driven 3D-QSAR models facilitated rapid on-site broad-spectrum immunoassay of (fluoro)quinolones using evanescent wave fiber-embedded optofluidic biochip","authors":"Yuxin Zhuo , Siyan Liu , Wenjuan Xu , Yunsong Mu , Anna Zhu , Feng Long","doi":"10.1016/j.bios.2025.117666","DOIUrl":"10.1016/j.bios.2025.117666","url":null,"abstract":"<div><div>(Fluoro)quinolones (FQs) pose significant threats to public health due to their widespread use and persistence in food and water sources. Given the extensive variety of FQs, testing each compound individually is prohibitively expensive and time-consuming. Here, we introduce an evanescent wave fiber-embedded 3D optofluidic biochip (e-FOB) that enables rapid, on-site detection of 14 FQs through a broad-spectrum immunoassay. The e-FOB integrates a functionalized fiber biosensor with a 3D optofluidic chip, leveraging a broad-spectrum anti-FQ antibody to achieve high sensitivity and specificity. Limits of detection for all tested FQs were below 3.0 μg/L, with excellent reusability and stability demonstrated over 400 cycles. Two machine learning-driven 3D quantitative structure-activity relationship (ML-3D-QSAR) models were developed to identify key physicochemical factors and quantitative interactions influencing FQs detection performance. The simulation results of both models demonstrate that the e-FOB, leveraging broad-spectrum antibodies, enables the detection of an entire class of FQs, highlighting the potential for broad-spectrum detection of antibiotics. The e-FOB was successfully applied to detect FQs in complex matrices such as honey and water samples, demonstrating its practical applicability. The ML-3D-QSAR empowered e-FOB offers a revolutionary approach to rapid, on-site screening of antibiotic residues, improving detection efficiency and reducing costs while protecting public health.</div></div>","PeriodicalId":259,"journal":{"name":"Biosensors and Bioelectronics","volume":"287 ","pages":"Article 117666"},"PeriodicalIF":10.7,"publicationDate":"2025-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144223630","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jinzhu Ma , Xuezi Lu , Song Liu , Yu-e Shi , Linfeng Cui , Zhe Wang , Henggang Wang , Zhenguang Wang
{"title":"Fabrication of fluorescence sensor array for discrimination subtypes of aminoglycosides leveraging MOF-based inhibition reactions and thiol-response metal nanoclusters","authors":"Jinzhu Ma , Xuezi Lu , Song Liu , Yu-e Shi , Linfeng Cui , Zhe Wang , Henggang Wang , Zhenguang Wang","doi":"10.1016/j.bios.2025.117652","DOIUrl":"10.1016/j.bios.2025.117652","url":null,"abstract":"<div><div>Detection and discrimination aminoglycoside (AG) subtypes are crucial, which remains a formidable challenge. In this study, a sensor array for differentiating of AGs was developed. This was achieved by integrating the inhibitory effect of AGs on the acetylcholinesterase (AChE)-like activities of Al<sup>3+</sup> decorated MOF-808 (MOF-808-Al) and the thiol-response fluorescence of metal nanoclusters (NCs). MOF-808-Al exhibited AChE-like activities, which catalyzed the decomposition of AChE into thiocholine, ascribed to the synergistic effect of metal–OH and Lewis acid sites. Thiocholine quenched the green fluorescence of Au NCs by forming Au-S bonds. In contrast, the blue-emissive Cu NCs showed high resistance to thiocholine. AGs inhibited the AChE-like activities of MOF-808-Al through forming stronger interactions with metal and Lewis acid sites compared to acetylthiocholine. By analyzing the fluorescence changes of green- and blue-emissive metal NCs, a sensor array was constructed, and five subtypes of AGs were quantitatively detected and discriminated, with a limit of detection and limit of quantitation of 11.2 μM and 12.9 μM, respectively. The discrimination of mixed AGs in both buffer solutions and practical samples was also successfully achieved, indicating the great potential for practical applications.</div></div>","PeriodicalId":259,"journal":{"name":"Biosensors and Bioelectronics","volume":"287 ","pages":"Article 117652"},"PeriodicalIF":10.7,"publicationDate":"2025-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144241603","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An integrated electrochemiluminescence microfluidic device for detecting ultra-low concentration of ceftriaxone","authors":"Xiansu Liu , Hanwen Ren , Biao Wang , Dongdong Zhao , Haolin Xiao , Qunfeng Tang , Hongli Huang , Feijun Zhao , Zhencheng Chen","doi":"10.1016/j.bios.2025.117657","DOIUrl":"10.1016/j.bios.2025.117657","url":null,"abstract":"<div><div>Ceftriaxone sodium, a widely used third-generation cephalosporin antibiotic, poses significant health risks when residues accumulate in clinical or environmental settings. However, conventional detection techniques, including high-performance liquid chromatography and capillary electrophoresis, are limited by complex procedures, poor sensitivity, and a lack of real-time capability. To address these challenges, we report a sensitivity-enhanced electrochemiluminescence (ECL) microfluidic device for the rapid and label-free detection of ultra-low concentrations of ceftriaxone. Au<sub>25</sub>(Capt)<sub>18</sub> gold nanoclusters were served as a novel ECL luminophore to boost detection sensitivity, while a 3D-printed circulating microfluidic channel was designed to enrich ceftriaxone via inertial centrifugation. The device achieved a wide detection range of 4–400 μg/mL, a low detection limit of 0.522 μg/mL, and an average recovery of 99.1 % in real sample tests. This integrated platform offers a promising strategy for simple, sensitive, and on-site monitoring of ceftriaxone contamination.</div></div>","PeriodicalId":259,"journal":{"name":"Biosensors and Bioelectronics","volume":"287 ","pages":"Article 117657"},"PeriodicalIF":10.7,"publicationDate":"2025-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144262102","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Bangfeng Wang , Yangcheng Liu , Shunji Li , Ying Zhang , Dongjuan Chen , Mingxuan Li , Zetai Liu , Peng Chen , Yiwei Li , Xiaojun Feng , Bi-Feng Liu , Wei Lin
{"title":"Music-Box: Controlling microfluidic flow with customized melodies for point-of-care testing","authors":"Bangfeng Wang , Yangcheng Liu , Shunji Li , Ying Zhang , Dongjuan Chen , Mingxuan Li , Zetai Liu , Peng Chen , Yiwei Li , Xiaojun Feng , Bi-Feng Liu , Wei Lin","doi":"10.1016/j.bios.2025.117653","DOIUrl":"10.1016/j.bios.2025.117653","url":null,"abstract":"<div><div>The global prevalence of Human Papillomavirus (HPV) underscores an urgent need for solutions of accessible and rapid diagnostics. Although microfluidic chips have paved a promising pathway for achieving point-of-care-testing (POCT), the reliance on bulky and high-cost pumps has restricted their applicability in decentralized settings. Here, we present \"Music-Box\", a system leveraging a novel actuation mechanism based on the asymmetric motion of the speaker to achieve precise microfluidic control. By eliminating the need for fixed unidirectional structures, this system enables bidirectional fluid manipulation with high precision. Coupled with a smartphone, Music-Box offers a sample-to-result workflow for HPV nucleic acid detection. Clinical verification using 50 hospital-sourced samples reveals that the device has a 97.3 % sensitivity and 100 % specificity for HPV detection. By integrating portability, affordability, and precision, Music-Box redefines the method of POCT, enabling scalable diagnostics not only under resource-limited settings but also adaptable to scenarios of various infectious diseases.</div></div>","PeriodicalId":259,"journal":{"name":"Biosensors and Bioelectronics","volume":"287 ","pages":"Article 117653"},"PeriodicalIF":10.7,"publicationDate":"2025-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144213259","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Caroline E. Copeland , Chloe J. Heitmeier , Jeehye Kim , Yong-Chan Kwon
{"title":"MEMO: A micro memo sensor detecting microRNA-RISC using an accurate cell-free expression platform","authors":"Caroline E. Copeland , Chloe J. Heitmeier , Jeehye Kim , Yong-Chan Kwon","doi":"10.1016/j.bios.2025.117641","DOIUrl":"10.1016/j.bios.2025.117641","url":null,"abstract":"<div><div>Circulating microRNAs have emerged as potential prognostic biomarkers of various diseases. They serve as micro memos sent out by cells, which scientists can intercept to gain real-time insights into cellular and disease status. However, establishing a standardized microRNA detection platform remains a challenge. Here, we integrate the RNA-induced silencing complex (RISC), which occupies mature microRNAs, into a complex cell-free synthetic genetic circuit using three different RNA polymerases, creating an innovative microRNA biosensor that is sensitive, precise, and cost-effective. The RISC protects the microRNA degradation during isolation and ensures the elimination of false target interactions, enhancing the detection robustness. With a limit of detection of 81 pM, affordability, and the possibility for on-demand use, this system proves to be a strong miRNA sensing tool.</div></div>","PeriodicalId":259,"journal":{"name":"Biosensors and Bioelectronics","volume":"287 ","pages":"Article 117641"},"PeriodicalIF":10.7,"publicationDate":"2025-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144262103","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mengyuan Wang , Lulu Cao , Huijuan Zhang , Chuping Zhang , Xiaolin Sun , Yanping Yuan , Xinyang Guo , Xiaoran Guo , Yan Zhao , Yijian Jiang , Zhanguo Li , Yinzhou Yan
{"title":"Nanohole-in-microsphere array (NiMA): An ultrasensitive digital-SERS tool for serum diagnosis of rheumatoid arthritis","authors":"Mengyuan Wang , Lulu Cao , Huijuan Zhang , Chuping Zhang , Xiaolin Sun , Yanping Yuan , Xinyang Guo , Xiaoran Guo , Yan Zhao , Yijian Jiang , Zhanguo Li , Yinzhou Yan","doi":"10.1016/j.bios.2025.117655","DOIUrl":"10.1016/j.bios.2025.117655","url":null,"abstract":"<div><div>Rheumatoid arthritis (RA) is a serious chronic systemic autoimmune disease leading to joint destruction for progressive disability. Accurate non-invasive diagnosis of RA in the early stages is vital to timely precision treatment. The advancements of surface-enhanced Raman spectroscopy (SERS) in label-free liquid biopsy for noninvasive diagnosis have been witnessed in the past decade. The recently-developed digital SERS (dSERS) further overcomes the spectral intensity fluctuation, strengthening reliability and robustness for quantitative analysis. Here we propose a high-throughput dSERS substrate by <em>fs</em>-laser parallel fabrication utilizing microsphere-generated photonic nanojet (PNJ), by which the nanohole-in-microsphere array (NiMA) is obtained with the minimum diameter of 115 nm and depth of 600 nm. The Au-nanoparticle-coated NiMA possesses high precision in liquid sampling (10<sup>−18</sup> L) and ultralow limit of detection. The discrete nanohole distribution with high homogeneity guarantees the independent acquisition of Raman spectrum for accuracy of Poisson's statistics in a small spectral dataset volume. The NiMA substrate is employed to collect the sera and diagnose by quantitative recognition of three biomarkers (homocitrulline, L-tryptophan and L-citrulline) in sera by dSERS approach. The accuracy of 88.0 %, sensitivity of 92.9 % and specificity of 81.8 % in distinguishing RA patients manifests the feasibility of serum dSERS protocol for clinical early-stage diagnosis.</div></div>","PeriodicalId":259,"journal":{"name":"Biosensors and Bioelectronics","volume":"287 ","pages":"Article 117655"},"PeriodicalIF":10.7,"publicationDate":"2025-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144223631","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A CRISPR/Cas12a-powered liquid crystal aptasensor for point-of-care detection of prostate-specific antigen for early-stage cancer diagnosis","authors":"Zahra Khoshbin , Elham Sameiyan , Fatemeh Alizadeh , Mohammad Ramezani , Mona Alibolandi , Khalil Abnous , Seyed Mohammad Taghdisi","doi":"10.1016/j.bios.2025.117651","DOIUrl":"10.1016/j.bios.2025.117651","url":null,"abstract":"<div><div>Herein, an ultrasensitive aptasensor was developed for monitoring prostate-specific antigen (PSA) levels for the first time by incorporating the catalytic activity of CRISPR/Cas12a assembly and directional orientation of liquid crystal (LC) molecules. In the absence of PSA, the specific aptamer was hybridized with crRNA segment of the CRISPR/Cas12a assembly, which activated it for cleaving the ssDNA strand on the sensing substrate. This resulted in a dark background of the sensing substrate. While the assembly was unable to cleave the ssDNA sequence in the presence of PSA, due to forming the PSA-aptamer hybrid and disabling the enzymatic assembly, visualizing the colorful polarized sensing substrate. By changing the polarized background of the LC aptasensor from murky to multicolored, PSA could be detected ranging from 1 ag mL<sup>−1</sup>-1 pg mL<sup>−1</sup> and 1 pg mL<sup>−1</sup>-1 ng mL<sup>−1</sup> with a detection limit of 0.28 ag mL<sup>−1</sup>. With the potency to determine PSA in the spiked human serum samples with the recovery amounts of 97.87–99.57 %, the CRISPR/Cas12a-powered LC aptasensor is a reliable test kit for cancer screening. This was also confirmed by comparing the results obtained from the LC aptasensor with those of ELISA analysis for human serum samples of some patients. Being ultrasensitive, cost-effective, label-free, and user-friendly, the aptasensor can be an efficient future portable gadget for early-stage cancer monitoring.</div></div>","PeriodicalId":259,"journal":{"name":"Biosensors and Bioelectronics","volume":"287 ","pages":"Article 117651"},"PeriodicalIF":10.7,"publicationDate":"2025-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144212621","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Probing the stability of Hg2+-mediated self-duplexes: Effects of thymine residues position and number via a single-molecule protein nanopore sensing technique","authors":"Isabela Dragomir, Irina Schiopu, Alina Asandei","doi":"10.1016/j.bios.2025.117626","DOIUrl":"10.1016/j.bios.2025.117626","url":null,"abstract":"<div><div>In this study, we report for the first time that mercury metal ions (Hg<sup>2+</sup>) can stabilize self-duplexes that would otherwise fail to hybridize. We designed two short DNA fragments containing varying numbers of thymine residues, positioned either in the central region or at the terminal ends of the resulting double-stranded structures formed via non-canonical T-Hg<sup>2+</sup>-T base pairs. The stability and structural properties of these newly formed duplexes were investigated using single-molecule nanopore electrophysiology. Our results demonstrated that duplexes with metal-coordinated base pairs located in the central region could be unzipped with relative ease, whereas those with terminal T-Hg<sup>2+</sup>-T pairs exhibited remarkable structural rigidity, resisting modification even under high external force. We emphasize that both the position and the number of thymine residues within the DNA strands are critical key players in the hybridization efficiency and the stability of duplexes. This novel coordination chemistry approach holds significant potential for the development of highly responsive, label-free nanopore sensors for metal ions, the facilitation of strand self-recognition, and the precise detection of thymine positioning within DNA duplexes.</div></div>","PeriodicalId":259,"journal":{"name":"Biosensors and Bioelectronics","volume":"285 ","pages":"Article 117626"},"PeriodicalIF":10.7,"publicationDate":"2025-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144186121","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Guowu Liang , Luyao Yang , Ling Xiao , Lina Tang , Shibo Cheng , Zhongyue Sun , Yulin Zhang , Fan Yang , Guo-Jun Zhang
{"title":"Nanozymes enhancing field-effect transistor nanosensor for in-situ monitoring intracellular hydrogen peroxide release","authors":"Guowu Liang , Luyao Yang , Ling Xiao , Lina Tang , Shibo Cheng , Zhongyue Sun , Yulin Zhang , Fan Yang , Guo-Jun Zhang","doi":"10.1016/j.bios.2025.117643","DOIUrl":"10.1016/j.bios.2025.117643","url":null,"abstract":"<div><div>Field-effect transistor (FET) nanodevices are widely recognized as highly sensitive sensors for continuous detection of bioactive molecules like hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>). However, accurate and real-time monitoring of H<sub>2</sub>O<sub>2</sub> poses challenges due to its instability and low concentration in organisms. To address these challenges, we construct an enhanced FET by one-step interfacing with nanozymes that possess natural enzyme-like catalytic properties and exceptional stability. Specifically, reduced graphene oxide (RGO) is drop-casted onto the fabricated FET channel, after which the nanozymes are assembled with RGO through π-π stacking interactions. The nanozyme-functionalized FET sensor is able to realize continuous H<sub>2</sub>O<sub>2</sub> monitoring, featuring a broad linear detection range (1 pM–10 nM), an ultralow detection limit (0.5 pM), high selectivity, and rapid response. Moreover, the sensor enables real-time monitoring of intracellular H<sub>2</sub>O<sub>2</sub> release from cells cultured within the FET channel, demonstrating significant potential for distinguishing between cancer cells and normal cells. In addition, the sensor successfully tracks the dynamic regulation of intracellular H<sub>2</sub>O<sub>2</sub> efflux under drug stimulation. This platform combines high sensitivity with excellent biocompatibility, making it highly promising for applications in cell metabolism research, disease diagnosis, and drug efficacy evaluation and screening.</div></div>","PeriodicalId":259,"journal":{"name":"Biosensors and Bioelectronics","volume":"286 ","pages":"Article 117643"},"PeriodicalIF":10.7,"publicationDate":"2025-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144190474","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}