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- [1] Pan-cancer analysis reveals IGFL2 as a potential target for cancer prognosis and immunotherapySCIENTIFIC REPORTS, 2023, 13 (01)Wang, Yuqi论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Med Univ, Sch Publ Hlth, Hohhot, Peoples R China Inner Mongolia Med Univ, Sch Publ Hlth, Hohhot, Peoples R ChinaYuan, Hongwei论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Med Univ, Sch Basic Med, Dept Pathol, Hohhot, Peoples R China Inner Mongolia Med Univ, Sch Publ Hlth, Hohhot, Peoples R ChinaYue, Genquan论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Med Univ, Affiliated Hosp, Dept Urol, Hohhot, Peoples R China Inner Mongolia Med Univ, Sch Publ Hlth, Hohhot, Peoples R ChinaZhao, Lingyan论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Med Univ, Sch Publ Hlth, Hohhot, Peoples R China Inner Mongolia Med Univ, Key Lab Mol Epidemiol Chron Dis, Hohhot, Peoples R China Inner Mongolia Med Univ, Sch Publ Hlth, Hohhot, Peoples R ChinaXia, Yuan论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Med Univ, Sch Publ Hlth, Hohhot, Peoples R China Inner Mongolia Med Univ, Key Lab Mol Epidemiol Chron Dis, Hohhot, Peoples R China Inner Mongolia Med Univ, Sch Publ Hlth, Hohhot, Peoples R ChinaZhang, Nan论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Med Univ, Sch Publ Hlth, Hohhot, Peoples R China Inner Mongolia Med Univ, Key Lab Mol Epidemiol Chron Dis, Hohhot, Peoples R China Inner Mongolia Med Univ, Sch Publ Hlth, Hohhot, Peoples R ChinaLi, Hailing论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Med Univ, Sch Publ Hlth, Hohhot, Peoples R China Inner Mongolia Med Univ, Key Lab Mol Epidemiol Chron Dis, Hohhot, Peoples R China Inner Mongolia Med Univ, Sch Publ Hlth, Hohhot, Peoples R ChinaLiu, Dongyang论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Med Univ, Sch Publ Hlth, Hohhot, Peoples R China Inner Mongolia Med Univ, Sch Publ Hlth, Hohhot, Peoples R ChinaSu, Yubo论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Med Univ, Sch Publ Hlth, Hohhot, Peoples R China Inner Mongolia Med Univ, Sch Publ Hlth, Hohhot, Peoples R ChinaWang, Haisheng论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Med Univ, Sch Basic Med, Dept Biochem & Mol Biol, Hohhot, Peoples R China Inner Mongolia Med Univ, Sch Publ Hlth, Hohhot, Peoples R ChinaGao, Yumin论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Med Univ, Sch Publ Hlth, Hohhot, Peoples R China Inner Mongolia Med Univ, Key Lab Mol Epidemiol Chron Dis, Hohhot, Peoples R China Inner Mongolia Med Univ, Sch Publ Hlth, Hohhot, Peoples R China
- [2] Pan-cancer analysis reveals IGFL2 as a potential target for cancer prognosis and immunotherapyScientific Reports, 13Yuqi Wang论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Medical University,School of Public HealthHongwei Yuan论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Medical University,School of Public HealthGenquan Yue论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Medical University,School of Public HealthLingyan Zhao论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Medical University,School of Public HealthYuan Xia论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Medical University,School of Public HealthNan Zhang论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Medical University,School of Public HealthHailing Li论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Medical University,School of Public HealthDongyang Liu论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Medical University,School of Public HealthYubo Su论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Medical University,School of Public HealthHaisheng Wang论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Medical University,School of Public HealthYumin Gao论文数: 0 引用数: 0 h-index: 0机构: Inner Mongolia Medical University,School of Public Health
- [3] Comprehensive pan-cancer analysis reveals EPHB2 is a novel predictive biomarker for prognosis and immunotherapy responseBMC CANCER, 2024, 24 (01)Xu, Shengshan论文数: 0 引用数: 0 h-index: 0机构: Jiangmen Cent Hosp, Dept Thorac Surg, Jiangmen, Guangdong, Peoples R China Jiangmen Cent Hosp, Dept Thorac Surg, Jiangmen, Guangdong, Peoples R ChinaZheng, Youbin论文数: 0 引用数: 0 h-index: 0机构: Jiangmen Wuyi Hosp Tradit Chinese Med, Dept Radiol, Jiangmen, Guangdong, Peoples R China Jiangmen Cent Hosp, Dept Thorac Surg, Jiangmen, Guangdong, Peoples R ChinaYe, Min论文数: 0 引用数: 0 h-index: 0机构: Jiangmen Cent Hosp, Dept Thorac Surg, Jiangmen, Guangdong, Peoples R China Jiangmen Cent Hosp, Dept Thorac Surg, Jiangmen, Guangdong, Peoples R ChinaShen, Tao论文数: 0 引用数: 0 h-index: 0机构: Jiangmen Cent Hosp, Dept Thorac Surg, Jiangmen, Guangdong, Peoples R China Jiangmen Cent Hosp, Dept Thorac Surg, Jiangmen, Guangdong, Peoples R ChinaZhang, Dongxi论文数: 0 引用数: 0 h-index: 0机构: Jiangmen Cent Hosp, Dept Thorac Surg, Jiangmen, Guangdong, Peoples R China Jiangmen Cent Hosp, Dept Thorac Surg, Jiangmen, Guangdong, Peoples R ChinaLi, Zumei论文数: 0 引用数: 0 h-index: 0机构: Jiangmen Cent Hosp, Dept Thorac Surg, Jiangmen, Guangdong, Peoples R China Jiangmen Cent Hosp, Dept Thorac Surg, Jiangmen, Guangdong, Peoples R ChinaLu, Zhuming论文数: 0 引用数: 0 h-index: 0机构: Jiangmen Cent Hosp, Dept Thorac Surg, Jiangmen, Guangdong, Peoples R China Jiangmen Cent Hosp, Dept Thorac Surg, Jiangmen, Guangdong, Peoples R China
- [4] Comprehensive pan-cancer analysis reveals SIRT5 is a predictive biomarker for prognosis and immunotherapy responseFUNCTIONAL & INTEGRATIVE GENOMICS, 2024, 24 (02)Ji, Yacong论文数: 0 引用数: 0 h-index: 0机构: Hebei Med Univ, Hosp 3, Dept Dermatol, 139 Ziqiang Rd, Shijiazhuang 050051, Hebei, Peoples R China Hebei Med Univ, Hosp 3, Dept Dermatol, 139 Ziqiang Rd, Shijiazhuang 050051, Hebei, Peoples R ChinaLi, Chongyang论文数: 0 引用数: 0 h-index: 0机构: Fudan Univ, Sch Basic Med Sci, Dept Pathol, Shanghai, Peoples R China Hebei Med Univ, Hosp 3, Dept Dermatol, 139 Ziqiang Rd, Shijiazhuang 050051, Hebei, Peoples R ChinaWan, Sicheng论文数: 0 引用数: 0 h-index: 0机构: Southwest Univ, State Key Lab Resource Insects, Chongqing 400715, Peoples R China Hebei Med Univ, Hosp 3, Dept Dermatol, 139 Ziqiang Rd, Shijiazhuang 050051, Hebei, Peoples R ChinaZhang, Kui论文数: 0 引用数: 0 h-index: 0机构: Univ Chicago, Pritzker Sch Mol Engn, Chicago, IL USA Univ Chicago, Ben May Dept Canc Res, Chicago, IL USA Hebei Med Univ, Hosp 3, Dept Dermatol, 139 Ziqiang Rd, Shijiazhuang 050051, Hebei, Peoples R ChinaLiu, Yaling论文数: 0 引用数: 0 h-index: 0机构: Hebei Med Univ, Hosp 3, Dept Dermatol, 139 Ziqiang Rd, Shijiazhuang 050051, Hebei, Peoples R China Hebei Med Univ, Hosp 3, Dept Dermatol, 139 Ziqiang Rd, Shijiazhuang 050051, Hebei, Peoples R ChinaShi, Shaomin论文数: 0 引用数: 0 h-index: 0机构: Hebei Med Univ, Hosp 3, Dept Dermatol, 139 Ziqiang Rd, Shijiazhuang 050051, Hebei, Peoples R China Hebei Med Univ, Hosp 3, Dept Dermatol, 139 Ziqiang Rd, Shijiazhuang 050051, Hebei, Peoples R China
- [5] Comprehensive pan-cancer analysis reveals SIRT5 is a predictive biomarker for prognosis and immunotherapy responseFunctional & Integrative Genomics, 2024, 24Yacong Ji论文数: 0 引用数: 0 h-index: 0机构: The Third Hospital of Hebei Medical University,Department of DermatologyChongyang Li论文数: 0 引用数: 0 h-index: 0机构: The Third Hospital of Hebei Medical University,Department of DermatologySicheng Wan论文数: 0 引用数: 0 h-index: 0机构: The Third Hospital of Hebei Medical University,Department of DermatologyKui Zhang论文数: 0 引用数: 0 h-index: 0机构: The Third Hospital of Hebei Medical University,Department of DermatologyYaling Liu论文数: 0 引用数: 0 h-index: 0机构: The Third Hospital of Hebei Medical University,Department of DermatologyShaomin Shi论文数: 0 引用数: 0 h-index: 0机构: The Third Hospital of Hebei Medical University,Department of Dermatology
- [6] A Pan-Cancer Analysis Reveals CLEC5A as a Biomarker for Cancer Immunity and PrognosisFRONTIERS IN IMMUNOLOGY, 2022, 13Chen, Rui论文数: 0 引用数: 0 h-index: 0机构: Univ South China, Affiliated Nanhua Hosp, Hengyang Med Sch, Dept Neurosurg, Hengyang, Peoples R China Univ South China, Affiliated Nanhua Hosp, Hengyang Med Sch, Dept Neurosurg, Hengyang, Peoples R ChinaWu, Wantao论文数: 0 引用数: 0 h-index: 0机构: Cent South Univ, Xiangya Hosp, Dept Neurosurg, Changsha, Peoples R China Cent South Univ, Xiangya Hosp, Dept Oncol, Changsha, Peoples R China Cent South Univ, Xiangya Hosp, Natl Clin Res Ctr Geriatr Disorders, Changsha, Peoples R China Univ South China, Affiliated Nanhua Hosp, Hengyang Med Sch, Dept Neurosurg, Hengyang, Peoples R ChinaChen, Si-Yu论文数: 0 引用数: 0 h-index: 0机构: Cent South Univ, Xiangya Hosp, Dept Neurosurg, Changsha, Peoples R China Cent South Univ, Xiangya Hosp, Natl Clin Res Ctr Geriatr Disorders, Changsha, Peoples R China Cent South Univ, Xiangya Hosp, Dept Pharm, Changsha, Peoples R China Univ South China, Affiliated Nanhua Hosp, Hengyang Med Sch, Dept Neurosurg, Hengyang, Peoples R ChinaLiu, Zheng-Zheng论文数: 0 引用数: 0 h-index: 0机构: Cent South Univ, Xiangya Hosp, Dept Oncol, Changsha, Peoples R China Cent South Univ, Xiangya Hosp, Natl Clin Res Ctr Geriatr Disorders, Changsha, Peoples R China Univ South China, Affiliated Nanhua Hosp, Hengyang Med Sch, Dept Neurosurg, Hengyang, Peoples R ChinaWen, Zhi-Peng论文数: 0 引用数: 0 h-index: 0机构: Cent South Univ, Xiangya Hosp, Dept Pharm, Changsha, Peoples R China Univ South China, Affiliated Nanhua Hosp, Hengyang Med Sch, Dept Neurosurg, Hengyang, Peoples R ChinaYu, Jing论文数: 0 引用数: 0 h-index: 0机构: Cent South Univ, Xiangya Hosp, Natl Clin Res Ctr Geriatr Disorders, Changsha, Peoples R China Guizhou Med Univ, Guizhou Med Univ, Dept Pharm, Affiliated Hosp, Guiyang, Peoples R China Univ South China, Affiliated Nanhua Hosp, Hengyang Med Sch, Dept Neurosurg, Hengyang, Peoples R ChinaZhang, Long-Bo论文数: 0 引用数: 0 h-index: 0机构: Cent South Univ, Xiangya Hosp, Natl Clin Res Ctr Geriatr Disorders, Changsha, Peoples R China Yale Univ, Dept Neurosurg, Dept Cellular & Mol Physiol, Sch Med, New Haven, CT USA Univ South China, Affiliated Nanhua Hosp, Hengyang Med Sch, Dept Neurosurg, Hengyang, Peoples R ChinaLiu, Zaoqu论文数: 0 引用数: 0 h-index: 0机构: Zhengzhou Univ, Dept Intervent Radiol, Affiliated Hosp 1, Zhengzhou, Peoples R China Univ South China, Affiliated Nanhua Hosp, Hengyang Med Sch, Dept Neurosurg, Hengyang, Peoples R ChinaZhang, Jian论文数: 0 引用数: 0 h-index: 0机构: Southern Med Univ, Zhujiang Hosp, Dept Oncol, Guangzhou, Peoples R China Univ South China, Affiliated Nanhua Hosp, Hengyang Med Sch, Dept Neurosurg, Hengyang, Peoples R ChinaLuo, Peng论文数: 0 引用数: 0 h-index: 0机构: Southern Med Univ, Zhujiang Hosp, Dept Oncol, Guangzhou, Peoples R China Univ South China, Affiliated Nanhua Hosp, Hengyang Med Sch, Dept Neurosurg, Hengyang, Peoples R ChinaZeng, Wen-Jing论文数: 0 引用数: 0 h-index: 0机构: Cent South Univ, Xiangya Hosp, Natl Clin Res Ctr Geriatr Disorders, Changsha, Peoples R China Cent South Univ, Xiangya Hosp, Dept Pharm, Changsha, Peoples R China Univ South China, Affiliated Nanhua Hosp, Hengyang Med Sch, Dept Neurosurg, Hengyang, Peoples R ChinaCheng, Quan论文数: 0 引用数: 0 h-index: 0机构: Cent South Univ, Xiangya Hosp, Dept Neurosurg, Changsha, Peoples R China Cent South Univ, Xiangya Hosp, Natl Clin Res Ctr Geriatr Disorders, Changsha, Peoples R China Univ South China, Affiliated Nanhua Hosp, Hengyang Med Sch, Dept Neurosurg, Hengyang, Peoples R China
- [7] Pan-cancer analysis identifies the IRF family as a biomarker for survival prognosis and immunotherapyJOURNAL OF CELLULAR AND MOLECULAR MEDICINE, 2024, 28 (03)Xu, Hua-Guo论文数: 0 引用数: 0 h-index: 0机构: Nanjing Med Univ, Affiliated Hosp 1, Dept Lab Med, 300 Guang Zhou Rd, Nanjing 210029, Jiangsu, Peoples R China Branch Natl Clin Res Ctr Lab Med, Nanjing, Peoples R China Nanjing Med Univ, Affiliated Hosp 1, Dept Lab Med, 300 Guang Zhou Rd, Nanjing 210029, Jiangsu, Peoples R ChinaChen, Can论文数: 0 引用数: 0 h-index: 0机构: Nanjing Med Univ, Affiliated Hosp 1, Dept Lab Med, 300 Guang Zhou Rd, Nanjing 210029, Jiangsu, Peoples R China Branch Natl Clin Res Ctr Lab Med, Nanjing, Peoples R China Nanjing Med Univ, Affiliated Hosp 1, Dept Lab Med, 300 Guang Zhou Rd, Nanjing 210029, Jiangsu, Peoples R ChinaChen, Lin-Yuan论文数: 0 引用数: 0 h-index: 0机构: Nanjing Med Univ, Affiliated Hosp 1, Dept Lab Med, 300 Guang Zhou Rd, Nanjing 210029, Jiangsu, Peoples R China Branch Natl Clin Res Ctr Lab Med, Nanjing, Peoples R China Nanjing Med Univ, Affiliated Hosp 1, Dept Lab Med, 300 Guang Zhou Rd, Nanjing 210029, Jiangsu, Peoples R ChinaPan, Shiyang论文数: 0 引用数: 0 h-index: 0机构: Nanjing Med Univ, Affiliated Hosp 1, Dept Lab Med, 300 Guang Zhou Rd, Nanjing 210029, Jiangsu, Peoples R China Branch Natl Clin Res Ctr Lab Med, Nanjing, Peoples R China Nanjing Med Univ, Affiliated Hosp 1, Dept Lab Med, 300 Guang Zhou Rd, Nanjing 210029, Jiangsu, Peoples R China
- [8] Pan-cancer analysis of ADAMs: A promising biomarker for prognosis and response to chemotherapy and immunotherapyFRONTIERS IN GENETICS, 2023, 14Ma, Bo论文数: 0 引用数: 0 h-index: 0机构: Capital Med Univ, Dept Stomatol, Beijing Shijitan Hosp, Beijing, Peoples R China Capital Med Univ, Dept Stomatol, Beijing Shijitan Hosp, Beijing, Peoples R ChinaYu, Riyue论文数: 0 引用数: 0 h-index: 0机构: Capital Med Univ, Dept Stomatol, Beijing Shijitan Hosp, Beijing, Peoples R China Capital Med Univ, Dept Stomatol, Beijing Shijitan Hosp, Beijing, Peoples R China
- [9] Comprehensive Pan-Cancer Analysis of Senescence With Cancer Prognosis and ImmunotherapyFRONTIERS IN MOLECULAR BIOSCIENCES, 2022, 9Zhao, Qinfei论文数: 0 引用数: 0 h-index: 0机构: Gannan Med Univ, Dept Lab Med, Affiliated Hosp 1, Ganzhou, Peoples R China Gannan Med Univ, Dept Lab Med, Affiliated Hosp 1, Ganzhou, Peoples R ChinaHu, Weiquan论文数: 0 引用数: 0 h-index: 0机构: Ganzhou Peoples Hosp, Dept Joint Surg, Ganzhou, Peoples R China Gannan Med Univ, Dept Lab Med, Affiliated Hosp 1, Ganzhou, Peoples R ChinaXu, Jing论文数: 0 引用数: 0 h-index: 0机构: Sun Yat Sen Univ, Sun Yat Sen Mem Hosp, Dept Orthopaed Surg, Guangzhou, Peoples R China Gannan Med Univ, Dept Lab Med, Affiliated Hosp 1, Ganzhou, Peoples R ChinaZeng, Shaoying论文数: 0 引用数: 0 h-index: 0机构: Gannan Med Univ, Dept Obstet & Gynecol, Affiliated Hosp 1, Ganzhou, Peoples R China Gannan Med Univ, Dept Lab Med, Affiliated Hosp 1, Ganzhou, Peoples R ChinaXi, Xuxiang论文数: 0 引用数: 0 h-index: 0机构: Gannan Med Univ, Dept Lab Med, Affiliated Hosp 1, Ganzhou, Peoples R China Gannan Med Univ, Dept Lab Med, Affiliated Hosp 1, Ganzhou, Peoples R ChinaChen, Jing论文数: 0 引用数: 0 h-index: 0机构: Gannan Med Univ, Dept Lab Med, Affiliated Hosp 1, Ganzhou, Peoples R China Gannan Med Univ, Dept Lab Med, Affiliated Hosp 1, Ganzhou, Peoples R ChinaWu, Xiangsheng论文数: 0 引用数: 0 h-index: 0机构: Gannan Med Univ, Dept Lab Med, Affiliated Hosp 1, Ganzhou, Peoples R China Gannan Med Univ, Dept Lab Med, Affiliated Hosp 1, Ganzhou, Peoples R ChinaHu, Suping论文数: 0 引用数: 0 h-index: 0机构: Gannan Med Univ, Dept Emergency, Affiliated Hosp 1, Ganzhou, Peoples R China Gannan Med Univ, Dept Lab Med, Affiliated Hosp 1, Ganzhou, Peoples R ChinaZhong, Tianyu论文数: 0 引用数: 0 h-index: 0机构: Gannan Med Univ, Dept Lab Med, Affiliated Hosp 1, Ganzhou, Peoples R China Gannan Med Univ, Dept Lab Med, Affiliated Hosp 1, Ganzhou, Peoples R China
- [10] Comprehensive pan-cancer analysis reveals NUSAP1 is a novel predictive biomarker for prognosis and immunotherapy responseINTERNATIONAL JOURNAL OF BIOLOGICAL SCIENCES, 2023, 19 (14): : 4689 - 4708Zheng, Hong论文数: 0 引用数: 0 h-index: 0机构: Natl Univ Singapore, Fac Sci, Dept Biol Sci, Singapore, Singapore Army Med Univ, Xinqiao Hosp, Dept Thorac Surg, Chongqing, Peoples R China Natl Univ Singapore, Fac Sci, Dept Biol Sci, Singapore, SingaporeWang, Minghao论文数: 0 引用数: 0 h-index: 0机构: Natl Univ Singapore, Fac Sci, Dept Biol Sci, Singapore, Singapore Army Med Univ, Southwest Hosp, Dept Breast & Thyroid Surg, Chongqing, Peoples R China Natl Univ Singapore, Fac Sci, Dept Biol Sci, Singapore, SingaporeZhang, Shiyu论文数: 0 引用数: 0 h-index: 0机构: Natl Univ Singapore, Fac Sci, Dept Biol Sci, Singapore, Singapore Natl Univ Singapore, Fac Sci, Dept Biol Sci, Singapore, SingaporeHu, Dongxue论文数: 0 引用数: 0 h-index: 0机构: Natl Univ Singapore, Fac Sci, Dept Biol Sci, Singapore, Singapore Natl Univ Singapore, Fac Sci, Dept Biol Sci, Singapore, SingaporeYang, Qiaoyun论文数: 0 引用数: 0 h-index: 0机构: Natl Univ Singapore, Fac Sci, Dept Biol Sci, Singapore, Singapore Natl Univ Singapore, Fac Sci, Dept Biol Sci, Singapore, SingaporeChen, Ming论文数: 0 引用数: 0 h-index: 0机构: Zhejiang Univ, Affiliated Hosp 1, Sch Med, Dept Med Oncol, Hangzhou, Peoples R China Natl Univ Singapore, Fac Sci, Dept Biol Sci, Singapore, SingaporeZhang, Xia论文数: 0 引用数: 0 h-index: 0机构: Army Med Univ, Southwest Hosp, Inst Pathol, Chongqing, Peoples R China Army Med Univ, Southwest Hosp, Southwest Canc Ctr, Chongqing, Peoples R China Minist Educ China, Key Lab Tumor Immunopathol, Chongqing, Peoples R China Natl Univ Singapore, Fac Sci, Dept Biol Sci, Singapore, SingaporeZhang, Yi论文数: 0 引用数: 0 h-index: 0机构: Army Med Univ, Southwest Hosp, Dept Breast & Thyroid Surg, Chongqing, Peoples R China Natl Univ Singapore, Fac Sci, Dept Biol Sci, Singapore, SingaporeDai, Jigang论文数: 0 引用数: 0 h-index: 0机构: Army Med Univ, Xinqiao Hosp, Dept Thorac Surg, Chongqing, Peoples R China Natl Univ Singapore, Fac Sci, Dept Biol Sci, Singapore, SingaporeLiou, Yih-Cherng论文数: 0 引用数: 0 h-index: 0机构: Natl Univ Singapore, Fac Sci, Dept Biol Sci, Singapore, Singapore Natl Univ Singapore, Natl Univ Singapore NUS, Dept Biol Sci, Fac Sci, Singapore, Singapore Natl Univ Singapore, Fac Sci, Dept Biol Sci, Singapore, Singapore