【導(dǎo)師】康娟娟,特聘副研究員,碩士生導(dǎo)師。2020年于電子科技大學(xué)獲生物醫(yī)學(xué)工程博士學(xué)位,同年加入南方醫(yī)科大學(xué)從事博士后研究,2022年博士后出站。長(zhǎng)期從事生物醫(yī)藥大數(shù)據(jù)和人工智能的生物信息學(xué)研究?,F(xiàn)任中國(guó)自動(dòng)化學(xué)會(huì)智能健康與生物信息專委會(huì)委員,四川省生物信息學(xué)會(huì)智慧免疫分會(huì)委員,四川省生物信息學(xué)會(huì)青年委員會(huì)委員。主持國(guó)家自然科學(xué)基金青年基金、廣東省基礎(chǔ)與應(yīng)用基礎(chǔ)研究基金區(qū)域聯(lián)合基金,獲中國(guó)博士后科學(xué)基因面上資助。目前以第一作者或通訊作者在Signal Transduction and Targeted Therapy、Nucleic Acids Research、Bioinformatics等國(guó)際知名期刊發(fā)表SCI論文十余篇,累計(jì)影響因子大于90,總引用超200次。郵箱:kangjuanjuan@cdutcm.edu.cn。
主要研究方向:基于人工智能的藥用植物天然產(chǎn)物的活性研究;藥用植物天然產(chǎn)物的數(shù)據(jù)平臺(tái)構(gòu)建
代表性成果:
1.Juanjuan Kang, Sisi Yu, Song Lu, Guohui Xu, Jiang Zhu, Na Yan, Delun Luo, Kai Xu, Zhihui Zhang, Jian Huang. Use of a 6-miRNA panel to distinguish lymphoma from reactive lymphoid hyperplasia. Signal Transduct Target Ther. 2020;5(1):2. (Top期刊, IF=39.3)
2.Juanjuan Kang, Qiang Tang, Jun He, Le Li, Nianling Yang, Shuiyan Yu, Mengyao Wang, Yuchen Zhang, Jiahao Lin, Tianyu Cui, Yongfei Hu, Puwen Tan, Jun Cheng, Hailong Zheng, Dong Wang, Xi Su, Wei Chen, Yan Huang. RNAInter v4.0: RNA interactome repository with redefined confidence scoring system and improved accessibility. Nucleic Acids Res. 2022;50(D1):D326-D332. (Top期刊, IF=14.9, Cited=67)
3.Deng Wu*, Yan Huang*, Juanjuan Kang*, Kongning Li, Xiaoman Bi, Ting Zhang, Nana Jin, Yongfei Hu, Puwen Tan, Lu Zhang, Ying Yi, Wenjun Shen, Jian Huang, Xiaobo Li, Xia Li, Jianzhen Xu, Dong Wang. ncRDeathDB: A comprehensive bioinformatics resource for deciphering network organization of the ncRNA-mediated cell death system. Autophagy. 2015;11(10):1917-1926. (并列一作, Top期刊, IF=13.3, Cited=57)
4.Ruixuan Chen, Ping Ouyang, Licong Su, Xi Xu, Penghu Lian, Yanqin Li, Qi Gao, Yifan Zhang, Sheng Nie, Fan Luo, Ruqi Xu, Xiaodong Zhang, Xiaoxi Li, Yue Cao, Peiyan Gao, Juanjuan Kang#, Jun Wu#, Lu Li#. Nanoparticles targeting at methylases with high correlation to N-6-methyladenosine-related lncRNA signatures as potential therapy of kidney clear cell carcinoma. Chinese Chem Lett. 2022;33(10):4610-4616. (并列通訊, Top期刊, IF=8.455, Cited=10)
5.Qiang Tang*, Juanjuan Kang*, Jiaqing Yuan, Hua Tang, Xianhai Li, Hao Lin, Jian Huang, Wei Chen. DNA4mC-LIP: a linear integration method to identify N4-methylcytosine site in multiple species. Bioinformatics. 2020;36(11):3327-3335. (并列一作, IF= 5.8, Cited=31)
6.Juanjuan Kang, Yewei Fang, Pengcheng Yao, Ning Li, Qiang Tang, Jian Huang. NeuroPP: A Tool for the Prediction of Neuropeptide Precursors Based on Optimal Sequence Composition. Interdiscip Sci. 2019;11(1):108-14. (IF= 4.8,Cited=34)
7.Juanjuan Kang, Pengcheng Yao, Qiang Tang, Ying Wang, Yuwei Zhou, Jian Huang. Systematic Analysis of Competing Endogenous RNA Networks in Diffuse Large B-Cell Lymphoma and Hodgkin's Lymphoma. Front Genet. 2020;11:586688.
8.Juanjuan Kang, Guishu Yang, Dongsheng Wang, Ying Lin, Qifeng Wang, Huaichao Luo. The Clinical Application Value of the Prognostic Nutritional Index for the Overall Survival Prognosis of Patients with Esophageal Cancer: A Robust Real-World Observational Study in China. Comput Math Methods Med. 2022;2022:3889588.
9.Ying Wang*, Juanjuan Kang*, Ning Li, Yuwei Zhou, Zhongjie Tang, Bifang He, Jian Huang. NeuroCS: A Tool to Predict Cleavage Sites of Neuropeptide Precursors. Protein Pept Lett. 2020;27(4):337-345. (并列一作)
10.Yongfei Hu, Yinglun Luo, Guangjue Tang, Yan Huang#, Juanjuan Kang#, Dong Wang#. Artificial intelligence and its applications in digital hematopathology. Blood Sci. 2022;4(3):136-142. (并列通訊)
科研項(xiàng)目:
1.深度學(xué)習(xí)視域下雙功能lncRNA的識(shí)別及其在DLBCL中多維互作調(diào)控網(wǎng)絡(luò)的系統(tǒng)研究,62302066,國(guó)家自然科學(xué)基金青年基金,2024/01-2026/12,主持
2.基于深度學(xué)習(xí)的人類雙功能長(zhǎng)非編碼 RNA識(shí)別算法研究,2021A1515110653,廣東省基礎(chǔ)與應(yīng)用基礎(chǔ)研究基金區(qū)域聯(lián)合基金,2021/10-2024/09,主持
3.基于單細(xì)胞測(cè)序技術(shù)解析小鼠成體造血干細(xì)胞分化過(guò)程中RNA結(jié)合蛋白的功能及其調(diào)控機(jī)制,2020M682785,中國(guó)博士后科學(xué)基金面上資助,2021/01-2022/07,主持
4.轉(zhuǎn)錄組分子標(biāo)記時(shí)相變化規(guī)律與組織離體時(shí)間推斷研究,82293652,國(guó)家自然科學(xué)基金重大項(xiàng)目,2023/01-2027/12,參與
5.基于深度學(xué)習(xí)的阻斷NMDAR/TRPM4相互作用的多肽設(shè)計(jì)系統(tǒng)研究,62261006,國(guó)家自然科學(xué)基金地區(qū)科學(xué)基金項(xiàng)目,2023/01-2026/12,參與
6.結(jié)核桿菌細(xì)胞被膜完整結(jié)構(gòu)粗粒度模型的構(gòu)建及其抗藥機(jī)理研究,31971176,國(guó)家自然科學(xué)基金面上項(xiàng)目,2020/01-2023/12,參與