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(†) Co-first authorship; (*) Corresponding/Co-corresponding authorship


  1. MacFawna I, Farrisc J, Piferd P, Margaryane NV, Akhter H, Wang L, Dziadowicz S, Denvir J, Hu G*, Frisch SM* (2024) Grainyhead-like-2, an epithelial master programmer, promotes interferon induction and suppresses breast cancer recurrence . Molecular Immunology, 170:156-169.
  2. Wang J, Z Cheng, Q Yao, L Liu, D Xu, G Hu (2024) Bioinformatics and Biomedical Informatics with ChatGPT: Year One Review.
  3. Hu G*, Liu L, Xu D*. (2024) On the Responsible Use of Chatbots in Bioinformatics. Genomics, Proteomics, and Bioinformatics.
  4. Wang J, Ye Q, Liu L, Guo NL, Hu G* (2024) Scientific Figure Interpreted by ChatGPT: Strengths in Plot Recognition and Limits in Color Perception. npj Precision Oncology. 8:84.
  5. Pratt H, Ma L, Dziadowicz S, Ott S, Whalley T, Szomolay B, Eubank T*, Hu G*, Boone B* (2024) Analysis of Single Nuclear Chromatin Accessibility Reveals Unique Myeloid Populations in Human Pancreatic Ductal Adenocarcinoma. Clinical and Translational Medicine.
  6. Lacinski R, Dziadowicz S, Stewart A, Chaharbakhshi E, Akhter H, Pisquiy J, Victory J, Hardham J, Chew C, Prorock A, Bao Y, Sol-Church K, Hobbs G, Klein E, Nalesnik M, Hu G, de Oliveira A, Santiago S, Lindsey B (2023) Nanosphere pharmacodynamics improves safety of immunostimulatory cytokine therapy. iScience.
  7. Khadka S, Dziadowicz S, Xu X, Wang L, Hu G, Busada JT (2024) Endogenous glucocorticoids are required for normal macrophage activation and gastric Helicobacter pylori immunity. bioRxiv.
  8. Amato-Menker C, Hopen Q, Pettit A, Gandhi J, Hu G, Schafer R, Franko J (2024) XX sex chromosome complement modulates immune responses to heat-killed Streptococcus pneumoniae immunization in a microbiome-dependent manner. Biology of Sex Differences.


  1. Wang L, Yi W, Ma L, Lecea E, Hazlehurst L, Adjeroh D, Hu G* (2023) Inflammatory Bone Marrow Mesenchymal Stem Cells in Multiple Myeloma: Transcriptional Signature and In Vitro Modeling . Cancers 2023, 15(21), 5148
  2. McBee JC, Han DY, Liu L, Ma L, Adjeroh DA, Xu D, Hu G* (2023) Interdisciplinary Inquiry via PanelGPT: Application to Explore Chatbot Application in Sports Rehabilitation.
  3. Wang L, Ge X, Liu L, Hu G* (2023) Code Interpreter for Bioinformatics: Are We There Yet? Annals of Biomedical Engineering.
  4. Shue E, Liu L, Li B, Feng Z, Li X, Hu G* (2023) Empowering Beginners in Bioinformatics with ChatGPT.; Quantitative Biology.
  5. Povroznik J, Akhter H, Vance J, Annamanedi M, Dziadowicz S, Wang L, Divens A, Hu G*, and Robinson C* (2023) Interleukin-27-dependent transcriptome signatures during neonatal sepsis. Frontiers in Immunology, 14:1124140.
  6. Z Xie, G Hu (2023) The artificial intelligence pharma era after “Chat Generative Pre-trained Transformer”. Medical Review 3 (3), 198-199
  7. Yi W, Miller JR, Hu G, Adjeroh DA (2023) LncRNA Subcellular Localization Signals – Are the Two Ends Equal? A Machine Learning Analysis Across Multiple Cell Lines. 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). In press.
  8. Zheng M, Yao C, Ren G, Mao K, Chung H, Chen X, Hu G, Wang L, Luan X, Fang D, Li D, Zhong C, Lu X, Cannon N, Zhang M, Bhandoola A, Zhao K, O’Shea JJ, Zhu J (2023) Transcription factor TCF-1 regulates the functions, but not the development, of lymphoid tissue inducer subsets in different tissues. Cell Reports, 42, 112924.
  9. Mihalik NE, Steinberger KJ, Stevens AM, Bobko AA, Hoblitzell EH, Tseytlin O, Akhter H, Dziadowicz SA, Wang L, O’Connell RC, Monaghan KL, Hu G, Mo X, Khramtsov VV, Tseytlin M, Driesschaert B, Wan ECK, Eubank T (2023) Dose-specific intratumoral GM-CSF modulates breast tumor oxygenation and anti-tumor immunity. The Journal of Immunology (in press).
  10. White B, Ivey J, Velazquez-Cruz R, Oliverio R, Whitehead B, Pinti M, Hollander J, Ma L, Hu G, Weil Z, Karelina K (2023) Exercise intensity and sex alter neurometabolic, transcriptional, and functional recovery following traumatic brain injury. Experimental Neurology.
  11. Butcher M, Gurram R, Zhu X, Chen X, Hu G, Lazarevic V, Zhao K, Zhu J (2023) GATA3 induces the pathogenicity of Th17 cells via regulating GMCSF expression. Frontiers in Immunology. Accepted.
  12. Feng Z, Hu G, Li B (2023) Unleashing the Power of ChatGPT in Finance Research: Opportunities and Challenges.
  13. Mazumder MHH, Gandhi J, Majumder N, Wang L, Cumming RI, Stradtman S, Velayutham M, Hathaway QA, Shannahan J, Hu G, Nurkiewicz TR, Tighe RM, Kelley EE, Hussain S (2023) Lung-gut axis of microbiome alterations following co-exposure to ultrafine carbon black and ozone. Particle and Fibre Toxicology. 20:15
  14. Monaghan KL, Zheng W, Akhter H, Wang L, Ammer AG, Li P, Lin J, Hu G, Leonard W, and Wan E (2023) Tetramerization of STAT5 regulates monocyte differentiation and the dextran sulfate sodium-induced colitis in mice. Frontiers in Immunology, 14:1117828
  15. Cui K, Chen Z, Cao Y, Liu S, Ren G, Hu G, Fang D, Wei D, Liu C, Zhu J, Wu C, Zhao K (2023) Restraint of IFN-γ expression through a distal silencer CNS–28 for tissue homeostasis. DOI:
  16. Lee M, Hu G, Rio R (2023) Symbiosis Preservation: Putative Regulation of Fatty Acyl-CoA Reductase by miR-31a within the Symbiont Harboring Bacteriome through Tsetse Evolution. Front. Microbiol. doi: 10.3389/fmicb.2023.1151319
  17. Gurram R, Wei D, Yu Q, Butcher M, Chen X, Cui K, Hu G, Zheng M, Zhu X, Oh J, Sun B, Urban J, Zhao K, Leonard W, Zhu J (2023) Crosstalk between ILC2s and Th2 cells varies among mouse models. Cell Reports 42 (2).


  1. Dziadowicz S, Wang L, Akhter H, Aesoph D, Sharma T, Adjeroh D, Hazlehurst L, Hu G* (2022) Bone Marrow Stroma-induced Transcriptome and Regulome Signatures of Multiple Myeloma. Cancers, 14(4), 927.
  2. Pei M, Pei Y, Zhou S, Mikaeiliagah E, Erickson C, Giertych B, Akhter H, Wang L, Stewart A, Parenti J, Wang B, Wen S, Sim S, Quenneville E, Hansen K, Frisch S, Hu G (2022) Matrix from urine stem cells boosts tissue-specific stem cell mediated functional cartilage reconstruction. Bioactive Materials (
  3. Majumder N, Deepak V, Hadique S, Aesoph D, Velayutham M, Ye Q, Mazumder MH, Lewis S, Kodali V, Roohollahi A, Guo L, Hu G, Khramtsov V, Johnson R, Wen S, Kelley E, Hussain S (2022) Redox imbalance in COVID-19 pathophysiology. Redox Biology, 102465.
  4. Jones C, Dziadowicz S, Suite SS, Eby A, Chen W, Hu G, Hazlehurst LA (2022) Emergence of Resistance to MTI-101 Selects for a MET Genotype and Phenotype in EGFR driven PC-9 and PTEN Deleted H446 Lung Cancer Cell Lines. Cancers, 14(4), 927.
  5. Frankot MA, O’Hearn CM, Blancke A, Rodriguez B, Pechacek KM, Gandhi J, Hu G, Martens KM, Vonder Haar C. (2022) Acute gut microbiome changes after traumatic brain injury are associated with chronic deficits in decision-making and impulsivity in male rats. Behavioral Neuroscience, accepted.
  6. Fang D, Cui K, Cao Y, Zheng M, Kawabe T, Hu G, Khillan J, Li D, Zhong C, Jankovic D, Sher A, Zhao K, Zhu J (2022) Differential regulation of transcription factor T-bet induction during NK cell development and T helper-1 cell differentiation. Immunity, DOI:
  7. McCall J, Varney M, Rice E, Dziadowicz S, Hall C, Blethen K, Hu G, Barnett J, Martinez I (2022) Prenatal cadmium exposure alters proliferation in mouse CD4+ T cells via LncRNA Snhg7. Frontiers in Immunology. 12:720635.


  1. Rellick S†, Hu G†, Piktel D, Martin K, Geldenhuys W, Nair R, Gibson L (2021) Co-culture model of B-cell acute lymphoblastic leukemia recapitulates a transcription signature of chemotherapy-refractory minimal residual disease. Scientific reports, 11,15840.
  2. Wang Y†, Hu G†, Hill R, Dzieciatkowska M, Hansen K, Zhang X, Yan Z, Pei M (2021) Matrix reverses immortalization-mediated stem cell fate determination. Biomaterials, 265:120387
  3. Monaghan K, Aesoph D, Ammer A, Zheng W, Rahimpour S, Farris B, Spinner C, Li P, Lin J, Yu Z, Lazarevic V, Hu G, Leonard W, Wan E (2021) Tetramerization of STAT5 promotes autoimmune-mediated neuroinflammation. PNAS, 118 (52):e2116256118.
  4. Rachel B, Gandhi J, Marshall N, Lukomska E, Weatherly L; Shane H, Hu G, Anderson S. (2021) Dermal exposure to the immunomodulatory antimicrobial chemical triclosan alters the skin barrier integrity and microbiome in mice. Toxicological Sciences, kfab111,
  5. Whately K, Voronkova M, Maskey A, Gandhi J, Loskutov J, Choi H, Yanardag S, Chen D, Wen S, Margaryan N, Smolkin M, Purazo M, Hu G, Pugacheva E (2021) Nuclear Aurora-A kinase-induced hypoxia signaling drives early dissemination and metastasis in breast cancer: implications for detection of metastatic tumors. Oncogene,
  6. Zheng M, Mao K, Fang D, Li D, Lyu J, Peng D, Chen X, Cannon N, Hu G, Han J, Zhao K, Chen W, Zhu J (2021) B cell residency but not T cell-independent IgA switching in the gut requires innate lymphoid cells. PNAS, 118 (27) e2106754118.
  7. Elzamzamy O, Johnson B, Chen W, Hu G, Penner R., Hazlehurst L (2021) Transient Receptor Potential C 1/4/5 is a Determinant of MTI-101 Induced Calcium Influx and Cell Death in Multiple Myeloma. Cells, 10(6), 1490.
  8. Ye Q, Mohamed R, Dakhlallah D, Gencheva M, Hu G, Martin P, Kolluri S, Marsh C, Eubank T, Ivanov A, Lan N (2021) Molecular analysis of ZNF71 KRAB in non-small cell lung cancer. International Journal of Molecular Sciences 22 (7), 3752.
  9. Gao W, Ku WL, Pan L, Perrie J, Zhao T, Hu G, Wu Y, Zhu J, Ni B, Zhao K (2021) Multiplex indexing approach for the detection of DNase I hypersensitive sites in single cells. Nucleic Acids Research, gkab102,


  1. Hu G* (2020) Evaluation of 3D Chromatin Interactions using Hi-C. Methods in Molecular Biology: Stem Cell Transcriptional Networks, pp65-78.
  2. Grund M, Choi S, McNitt D, Barbier M, Hu G, LaSala P, Cote C, Berisio R, Lukomski S (2020) Burkholderia collagen-like protein 8, Bucl8, is a unique outer membrane component of a putative tetrapartite efflux pump in Burkholderia pseudomallei and Burkholderia mallei, PLoS ONE, 15(11):e0242593.
  3. Chen W, Hu G, Hazlehurst L (2020) Contribution of the bone marrow stromal cells in mediating drug resistance in hematopoietic tumors. Current Opinion in Pharmacology, 54:36-43.
  4. Brownmiller T, Juric J, Ivey A, Harvey B, Westemeier E, Winters M, Stevens A, Stanley A, Hayes K, Sprowls S, Ammer A, Walker M, Bey E, Wu X, Lim Z, Zhu L, Wen S, Hu G, Ma P, and Martinez I (2020). Y Chromosome LncRNA are involved in Radiation Response of Male Non-Small Cell Lung Cancer Cells. Cancer Res. DOI: 10.1158/0008-5472.CAN-19-4032.
  5. Young J, Skrypek N, Yang H, Merchant A, Nelson G, Chen W, Ishii H, Chen J, Hu G, Achyut B, Yoon W, Han L, Huang C, Cam M, Zhao K, Lee M, Yang Li (2020) Induction of DNMT3B by PGE2 and IL6 at distant metastatic sites promotes epigenetic modification and breast cancer colonization. Cancer Research, 80:2612–27.
  6. Wang T, Hill R, Dzieciatkowska M, Zhu L, Infante A, Hu G, Hansen K, Pei M (2020) Site-dependent lineage preference of adipose stem cells. Frontiers in Cell and Developmental Biology. 8:237.
  7. Ma Z, Xu J, Wu L, Wang J, Lin Q, Chowdhury F. Mazumder H, Hu G, Li X, Du W (2020) Hes1 deficiency causes hematopoietic stem cell exhaustion. Stem Cells, 38:756-768.
  8. Zhong C, Zheng M, Cui K, Martins A, Hu G, Li D, Tessarollo L, Kozlov S, Keller J, Tsang J, Zhao K, Zhu J (2020) Differential Expression of the Transcription Factor GATA3 Specifies Lineage and Functions of Innate Lymphoid Cells. Immunity 52:83-95.


  1. Monaghan K, Zheng W, Hu G*, Wan E* (2019) Monocytes and monocyte-derived antigen-presenting cells have distinct gene signatures in experimental model of multiple sclerosis. Frontiers in Immunology, 10:2779.
  2. Carter B, Ku WL, Kang JY, Hu G, Perrie J, Tang Q, Zhao K (2019) Mapping histone modifications in low cell number and single cells using antibody-guided chromatin tagmentation (ACT-seq). Nature Communications, 10: 3747.
  3. Ku WL, Nakamura K, Gao W, Cui K, Hu G, Tang Q, Ni B, Zhao K (2019) Single cell chromatin immunocleavage sequencing (scChlC-seq) to profile histone modification. Nature Methods, 16:323-325.
  4. Stanton B, Lai B, Ren G, Hu G, Lamb K, James L, Crabtree G, Zhao K (2019) Defining CBX7-Dependent Chromatin Architecture with Rapid Small-Molecule Inhibition, Available at SSRN 3378002


  1. Hu G†*, Cui K†, Fang D, Hirose S, Wang X, Wangsa D, Jin W, Ried T, Liu P, Zhu J, Rothenberg E, Zhao K (2018) Transformation of accessible chromatin and 3D nucleome underlies lineage commitment of early T cells. Immunity, 48:227-242.
  2. Lai B†, Tang Q†, Jin W†, Hu G†, Wangsa D, Cui K, Stanton B, Ren G, Ding Y, Zhao M, Liu S, Song J, Ried T, Zhao K (2018) Trac-looping measures genome structure and chromatin accessibility. Nature Methods, 15:741-747.
  3. Fang D, Cui K, Hu G, Gurram RK, Zhong C, Oler A, Yagi R, Zhao M, Sharma S, Liu P, Sun B, Zhao K, Zhu J (2018) Bcl11b, a Novel GATA3-Interacting Protein, Suppresses Th1 while Limiting Th2 Cell Differentiation. Journal of Experimental Medicine, 215(5):1449-1462.
  4. Fang D, Cui K, Mao K, Hu G, Li R, Zheng M, Riteau N, Reiner S, Sher A, Zhao K, Zhu J (2018) Transient T-bet expression functionally specifies a distinct T follicular helper subset. Journal of Experimental Medicine, DOI: 10.1084/jem.20180927.
  5. Lai B, Gao W, Cui K, Xie W, Tang Q, Jin W, Hu G, Ni B, Zhao K (2018) Principles of nucleosome organization revealed by single-cell MNase-seq. Nature, DOI: 10.1038/s41586-018-0567-3.
  6. Yu F, Sharma S, Jankovic D, Gurram RK, Su P, Hu G, Li R, Rieder S, Zhao K, Sun B, Zhu J (2018) The transcription factor Bhlhe40 is a switch of inflammatory versus anti-inflammatory Th1 cell fate determination. Journal of Experimental Medicine, 215(7):1813-1821.


  1. Placek K†, Hu G†, Cui K†, Zhang D, Ding Y, Lee JE, Jang Y, Wang C, Konkel JE, Song J, Liu C, Ge K, Chen W & Zhao K (2017) MLL4 prepares the enhancer landscape for Foxp3 induction via chromatin looping. Nature Immunology, 18(9):1035-1045.
  2. Kidder BL, Hu G, Cui K, Zhao K (2017) SMYD5 regulates H4K20me3-marked heterochromatin to safeguard ES cell self-renewal and prevent spurious differentiation. Epigenetics & Chromatin, 10 (1), 8.
  3. Ren G, Jin W, Cui K, Rodrigez J, Hu G, Larson D & Zhao K (2017) CTCF-mediated enhancer-promoter interaction is a critical regulator of cell-to-cell variation of gene expression. Molecular Cell, 67 (6), 1049-1058.


  1. Hu G, Zhao K (2016) Looping around Bcl6 in Germinal Center to Sharpen B Cell Immunity. Immunity, 45 (3), 459–461.
  2. Wang R., Zhao T, Cui K, Hu G, Chen Q, Chen W, Wang X, Soto-Gutierrez A, Zhao K, Deng C (2016) Negative reciprocal regulation between Sirt1 and Per2 modulates the circadian clock and aging. Scientific Reports, 6: 28633.
  3. Zhong C, Cui K, Wilhelm C, Hu G, Mao K, Belkaid Y, Zhao K, Zhu J (2016) Group 3 innate lymphoid cells continuously require the transcription factor GATA-3 after commitment. Nature Immunology, 17 (2), 169-178.


  1. Hu G, Zhao K (2015) Identification of intergenic long non-coding RNA by deep sequencing. Epigenetics Gene Regulation and Expression, 223-232.
  2. Hu G, Zhu H (2015) MetaTISA: Metagenomic Gene Start Prediction. Encyclopedia of Metagenomics, 464-467.
  3. Krupovic M, Zhi N, Li J, Hu G, Koonin E, Wong S, Shevchenko S, Zhao K, Young N (2015) Multiple layers of chimerism in a single-stranded DNA virus discovered by deep sequencing. Genome Biology and Evolution, 7:993-1001.
  4. He Y, Ding Y, Zhan F, Zhang H, Han B, Hu G, Zhao K, Yang N, Yu Y, Mao L, Song J (2015) The conservation and signatures of lincRNAs in Marek’s disease of chicken. Scientific Reports, 5:15184.


  1. Hu G*, Zhao K (2014) Correlating Histone Modification Patterns with Gene Expression Data during Hematopoiesis. Stem Cell Transcriptional Networks: Methods and Protocols, 175-187.
  2. Kidder BL†, Hu G†, Zhao K (2014) KDM5B focuses H3K4 methylation near promoters and enhancers during embryonic stem cell self-renewal and differentiation. Genome Biology, 15(2): R32.
  3. Yagi R, Zhong C, Northrup D, Yu F, Bouladoux N, Spencer S, Hu G, Barron L, Sharma S, Nakayama T, Belkaid Y, Zhao K, Zhu J (2014) The transcription factor GATA3 is critical for the development of all IL-7Rα-expressing innate lymphoid Cells. Immunity, 40:378-388.
  4. Zhi N, Hu G, Wong S, Zhao K, Mao Q, Young NS (2014) Reply to Naccache et al: Viral sequences of NIH-CQV virus, a contamination of DNA extraction method. PNAS, 111:E977.


  1. Hu G†, Cui K†, Northrup D†, Liu C, Wang C, Tang Q, Ge K, Leven D, Crane-Robinson C, Zhao K (2013) H2A.Z facilitates access of active and repressive complexes to chromatin in embryonic stem cell self-renewal and differentiation. Cell Stem Cell, 12:180-192.
  2. Hu G†, Tang Q†, Sharma S†, Yu F, Escobar T, Muljo S, Zhu J, Zhao K (2013) Expression and regulation of lincRNAs during T cell development and differentiation. Nature Immunology, 14: 1190-1198.
  3. Xu B†, Zhi N†, Hu G†, Wan Z, Zheng X, Liu X, Wong S, Kajigaya S, Zhao K, Mao Q, Young N (2013) Identification and characterization of a novel human parvovirus in seronegative hepatitis patient by next generation sequencing, PNAS, 110: 10264-10269.
  4. Liu Y, Guo J, Hu G, Zhu H (2013) Gene prediction in metagenomic fragments based on the SVM algorithm. BMC Bioinformatics, 14(Suppl 5):S12.
  5. Kidder BL, Hu G, Yu ZX, Liu C, Zhao K (2013) Extended self-renewal and accelerated reprogramming in the absence of Kdm5b. Molecular and Cellular Biology, 33(24): 4793-4810.


  1. Nie Z†, Hu G†, Wei G, Cui K, Yamane A, Resch W, Tessarollo L, Cassellas R, Zhao K, Levens D (2012) c-Myc is a universal amplifier of expressed genes in lymphocytes and embryonic stem cells. Cell, 151:68-79.
  2. Jia J, Zheng X, Hu G, Cui K, Zhang J, Zhang A, Du Y, Liu B, Yates J, Liu C, Zhao K, Zheng Y (2012) Regulation of pluripotency and self-renewal of ES cells through epigenetic threshold modulation and mRNA pruning. Cell, 151:576-589.
  3. Wei G, Hu G, Cui K, Zhao K (2012) Genome-wide mapping of nucleosome occupancy, histone modifications and gene expression using next generation sequencing technology. Methods in Enzymology, 513:297-313.
  4. Zhu J, Jankovic D, Oler A, Wei G, Sharma S, Hu G, Guo L, Yagi R., Yamane H., Punkosdy G., Feigenbaum L, Zhao K, Paul W (2012) T-bet is induced by multiple pathways and prevents an endogenous Th2 program during Th1 responses. Immunity, 37:660-673.


  1. Hu G†, Schones D†, Cui K†, Ybarra R, Northrup D, Tang Q, Gattinoni L, Restifo N, Huang S, Zhao K (2011) Regulation of nucleosome landscape and transcription factor targeting at tissue-specific enhancers by BRG1. Genome Research, 21:1650-1658.
  2. Zheng X, Hu GQ, She ZS, Zhu H (2011) Leaderless genes in bacteria: clue to the evolution of translation initiation mechanisms in prokaryotes. BMC Genomics, 12: 361.
  3. Kidder B, Hu G, Zhao K (2011) ChIP-Seq: technical consideration for obtaining high quality data. Nature Immunology, 12: 918-922.
  4. Kang B, Pu M, Hu G, Wen W, Dong Z, Zhao K, Stillman B, Zhang Z (2011) Phosphorylation of H4 serine 47 promotes HIRA-mediated nucleosome assembly. Genes & Development, 25: 1359-1364.


  1. Qi HH, Sarkissian M, Hu GQ, Wang Z, Bhattacharjee A, Gordon DB, Gonzales M, Lan F, Ongusaha PP, Huarte M, Yaghi NK, Lim H, Garcia BA, Brizuela L, Zhao K, Roberts TM, Shi Y (2010) Histone H4K20/H3K9 demethylase PHF8 regulates zebrafish brain and craniofacial development. Nature, 466(7305):503-507.

2009 and before

  1. Hu GQ, Zheng X, Zhu HQ, She ZS (2009) Prediction of translation initiation site for microbial genomes with TriTISA. Bioinformatics, 25(1):123-125.
  2. Hu GQ†, Guo JT†, Liu YC†, Zhu H (2009) MetaTISA: Metagenomic Translation Initiation Site Annotator for improving gene start prediction. Bioinformatics, 25(14):1843-1845.
  3. Luo C, Hu GQ, Zhu H (2009) Genomic analysis to fully understand the virulence of uropathogenic Escherichia coli CFT073. Acta Biophysica Sinica, 25:264-268
  4. Luo C†, Hu GQ†, Zhu H (2009) Genome reannotation of Escherichia coli CFT073 with new insights into virulence. BMC Genomics, 10:552.
  5. Hu GQ†, Zheng X†, Ju LN, Zhu H, She ZS (2008) Computational evaluation of TIS annotation for prokaryotic genomes. BMC Bioinformatics, 9:160.
  6. Hu GQ, Liu YC, Zheng XB, Yang YF, She ZS, Zhu HQ (2008) New solutions of translation initiation site prediction for prokaryotic genomes. Progress in Biochemistry and Biophysics, 35(11): 1254-1262.
  7. Hu GQ, Zheng X, Yang YF, Ortet P, She ZS, Zhu H (2008) ProTISA: a comprehensive resource for translation initiation site annotation in prokaryotic genomes. Nucleic Acids Research, 36:D114-D119.
  8. Zhu H, Hu GQ, Yang YF, Wang J, She ZS (2007) MED: a new non-supervised gene prediction algorithm for bacterial and archaeal genomes. BMC Bioinformatics, 8:97.
  9. Zhu HQ, Hu GQ, Ouyang ZQ, Wang J, She ZS (2004) Accuracy improvement for identifying translation initiation sites in microbial genomes. Bioinformatics, 20(18): 3308-3317.