# corresponding authors, ^UNL/NIU grad students/postdoc, +Undergraduate student, * co-first authors
Most significant publications
[P]: plant bioinformatics/genomics; [M]: microbial bioinformatics/genomics
- [P]: Feng X^, Permann C, Holzinger A, Yin Y# (2024) High molecular weight DNA extraction from mucilage rich zygnematophycean green algae for long read DNA sequencing, BMC Methods, DOI: 10.1186/s44330-024-00018-z
- [M]: Zheng J, Huang L, Yi H, Yan Y, Zhang X, Akresi J, Yin Y# (2024) Carbohydrate-active enzyme annotation in microbiomes using dbCAN, https://www.biorxiv.org/content/10.1101/2024.01.10.575125v1, bioRxiv
- [P]: Nousias O^, Zheng J^, Li T^, Meinhardt L, Bailey B, Gutierrez O, Baruah IK, Cohen S, Zhang D, Yin Y#. (2024) Three de novo assembled wild cacao genomes from the Upper Amazon, Scientific Data, DOI : 10.1038/s41597-024-03215-1
- [P]: Li T^, Zheng J^, Nousias O^, Meinhardt L, Goenaga R, Zhang D, Yin Y#. (2024) The cherimoya genome reveals insights into the intra-specific divergence, the evolution of Magnoliales, and a putative gene cluster for acetogenin biosynthesis, Plants, 2024, 13(5), 636; https://doi.org/10.3390/plants13050636
- [M]: Dexheimer S^, Shrestha N, Chapagain BS^, Bujarski J#, Yin Y# (2024) Characterization of Multivariate RNAs Encapsidated During Infection by Two Bromoviruses Based on ViReMa, Pathogens, 2024, 13(1), 96; https://doi.org/10.3390/pathogens13010096
- [M]: Yan Y^, Zheng J^, Zhang X^, Yin Y#. (2023) dbAPIS: a database of anti-prokaryotic immune system genes, Nucleic Acids Res. doi:10.1093/nar/gkad932
- [M]: Yang B*, Khatri M*, Zheng J, Deogun J, Yin Y# (2023) Genome mining for anti-CRISPR operons using machine learning, Bioinformatics, doi:10.1093/bioinformatics/btad309
- [M]: Zheng J*, Ge Q*, Yan Y, Zhang X, Huang L, Yin Y# (2023) dbCAN3: automated carbohydrate-active enzyme and substrate annotation, Nucleic Acids Res., doi:10.1093/nar/gkad328, ESI Highly Cited Hot (Top 0.1%) Paper in Biology & Biochemistry field
- [P]: Feng X*, Zheng J*, Irisarri I*, Yu H, Zheng B, Ali Z, de Vries S, Keller J, Fürst-Jansen J, DadrasA, Zegers J, Rieseberg TP, Ashok AD, Darienko T, Bierenbroodspot MJ, Gramzow L, Petroll R, Haas FB, Fernandez-Pozo N, Nousias O, Li T, Fitzek E, Grayburn WS, Rittmeier N, Permann C, Rümpler F, Archibald JM, Theißen G, Mower JP, Lorenz M, Buschmann H, von Schwartzenberg K, Boston L, Hayes RD, Daum C, Barry K, Grigoriev IV, Wang X, Li FW, Rensing SA, Ben-Ari J, Keren N, Mosquna A, Holzinger A, Delaux PM, Zhang C, Huang J, Mutwil M, de Vries J#, Yin Y# (2023), Genomes of multicellular algal sisters to land plants illuminate signaling network evolution, https://www.biorxiv.org/content/10.1101/2023.01.31.526407v1, bioRxiv, Nature Genetics, https://doi.org/10.1038/s41588-024-01737-3, highlighed at Nature Plants
- [M]: Yang B^, Zheng J^, Yin Y# (2022) AcaFinder: genome mining of anti-CRISPR associated genes in bacteria and phages, mSystems, doi:10.1128/msystems.00817-22
- [M]: Zheng J^, Hu B^, Zhang X^, Ge Q^, Yan Y^, Piyush V^, Huang L, Yin Y# (2022) dbCAN-seq update: CAZyme gene clusters and substates in microbiomes, Nucleic Acids Res., doi:10.1093/nar/gkac1068
- [M]: Li T^, Yin Y# (2022) Critical assessment of pan-genomics of metagenome-assembled genomes, bioRxiv, doi: https://doi.org/10.1101/2022.01.13.476228, Briefings in Bioinformatics 2022, doi:10.1093/bib/bbac413
- [P]: Zheng J^, Meinhardt L, Goenaga R, Matsumoto T, Zhang D, Yin Y# (2021) The chromosome-level rambutan genome reveals a significant role of segmental duplication in the expansion of resistance genes, Horticulture Research,2022 Feb 11;9:uhac014. https://doi.org/10.1093/hr/uhac014
- [M]: Zheng B^, He Y+, Zhang P+, Huo YX, Yin Y# (2021) Polyphenol utilization proteins in human gut microbiome, Applied and Environmental Microbiology, https://doi.org/10.1128/AEM.01851-21, selected by Editor as Spotlight paper for the issue
- [M]: Cheng X*, Yang B^*, Zheng J^, Wei H, Feng X^ and Yin Y# (2021) Cadmium stress triggers significant metabolic reprogramming in Enterococcus faecium CX 2-6, Computational and Structural Biotechnology Journal, https://doi.org/10.1016/j.csbj.2021.10.021
- [M]: Peterson D^, Li T^, Calvo AM, Yin Y# (2021) Categorization of orthologous gene clusters in 92 Ascomycota genomes reveals functions important for phytopathogenicity, Journal of Fungi, 2021, 7(5), 337; https://doi.org/10.3390/jof7050337
- [P]: Zheng J^, Meinhardt L, Goenaga R, Zhang D, Yin Y# (2021) The chromosome-level genome of dragon fruit reveals whole genome duplication and chromosomal co-localization of betacyanin biosynthetic genes, Horticulture Research, 8, 63 (2021). https://doi.org/10.1038/s41438-021-00501-6
- [P]: Feng X^, Holzinger A, Permann C, Anderson C, Yin Y# (2021) Characterization of two Zygnema strains (Zygnema circumcarinatum SAG 698-1a and SAG 698-1b) and a rapid method to estimate nuclear genome size of Zygnematophycean green algae, Frontiers in Plant Science, 2021 Feb 10;12:610381, 10.3389/fpls.2021.610381
- [M]: Huang L^*, Yang B^*, Yi H^, Asif A, Wang J, Lithgow T, Zhang H, Minhas F, Yin Y# (2020) AcrDB: a database of anti-CRISPR operons in prokaryotes and viruses, Nucleic Acids Res., 10.1093/nar/gkaa857
- [M]: Ausland C^, Zheng J^, Yi H^, Yang B^, Li T^, Feng X^, Zheng B^, Yin Y#. (2020) dbCAN-PUL: a database of experimentally characterized CAZyme gene clusters and their substrates, Nucleic Acids Res., 10.1093/nar/gkaa742 ESI Highly Cited (Top 1%) Paper in Biology & Biochemistry field [cited 7 times]
- [P]: Fitzek E.^, Balazic R.+, Yin Y#. (2020) Bioinformatics Analysis of Plant Cell Wall Evolution. In: Popper Z. (eds) The Plant Cell Wall. Methods in Molecular Biology, 2149:483-502. Humana, New York, NY, https://doi.org/10.1007/978-1-0716-0621-6_27
- [M]: Cao H^, Shimura Y, Steffen MM, Yang Z, Lu J, Joel A, Jenkins L, Kawachi M, Yin Y#, Garcia-Pichel F#. (2020). The trait repertoire enabling cyanobacteria to bloom assessed through comparative genomic complexity and metatranscriptomics. mBio 11:e01155-20. https://doi.org/10.1128/mBio.01155-20.
- [M]: Yi H^, Huang L^, Yang B^, Zhang H, Yin Y# (2020) AcrFinder: genome mining anti-CRISPR operons in prokaryotes and their viruses, Nucleic Acids Res., doi: doi:10.1093/nar/gkaa351
- [P]: Orton L^, Fitzek E^, Feng X^, Grayburn SW, Mower JP, Liu K, Zhang C, Duvall MR, Yin Y# (2020) Zygnema circumcarinatum UTEX 1559 chloroplast and mitochondrial genomes provide insight into land plant evolution, Journal of Experimental Botany, 2020 Mar 24. pii: eraa149. doi: 10.1093/jxb/eraa149.
- [M]: Xu J, Zhang H, Zheng J^, Dovoedo P^, Yin Y# (2019) eCAMI: simultaneous classification and motif identification for enzyme annotation, Bioinformatics, doi:10.1093/bioinformatics/btz908
- [M]: Yin Y#, Yang B^, Entwistle S^ (2019) Bioinformatics identification of anti-CRISPR loci using homology, guilt-by-association, and CRISPR self-targeting spacer approaches, mSystems, doi:10.1128/mSystems.00455-19
- [P]: Fitzek E^, Orton F^, Entwistle S^, Grayburn SW, Ausland C^, Duvall DR, Yin Y# (2019) Cell wall enzymes in Zygnema circumcarinatum UTEX 1559 respond to osmotic stress in a plant-like fashion, Frontiers in Plant Science, doi: 10.3389/fpls.2019.00732
- [M]: Entwistle S^, Li X^, Yin Y# (2019) Orphan genes shared by pathogenic genomes are more associated with bacterial pathogenicity, mSystems, 4(1). pii: e00290-18, doi:10.1128/mSystems.00290-18
- [M]: Zhang H*, Yohe T*+, Huang L, Entwistle S^, Wu P, Yang Z, Busk P, Xu Y, Yin Y# (2018) dbCAN2: a meta server for automated carbohydrate-active enzyme annotation, Nucleic Acids Res. Web server issue 2018, Jul 2;46(W1):W95-W101, doi:10.1093/nar/gky418, ESI Highly Cited (Top 1%) Paper in Biology & Biochemistry field [cited 95 times], highlighted by online tutorial 1, 2, 3, 4, 5, 6, 7, 8 (microscope), 9, 10, 11, 12 (CNCB), 13, 14 (kbase), 15, 16 (hhsuite_dbs), 17 (eval)
- [M]: Huang L, Zhang H, Wu P, Entwistle S+, Li X^, Yohe T+, Yi H, Yang Z, Yin Y# (2017) dbCAN-seq: a database of carbohydrate-active enzyme (CAZyme) sequence and annotation, Nucleic Acids Res. 46 (D1), D516-D521, database issue 2018, doi:10.1093/nar/gkx894 [cited 30 times]
- [M]: Huo L, Zhang H, Huo X, Yang Y^, Li X^, Yin Y# (2017) pHMM-tree: Phylogeny of Profile Hidden Markov Models, Bioinformatics, 2017 Apr 1;33(7):1093-1095, doi:10.1093/bioinformatics/btw779 [cited 7 times]
- [M]: Ekstrom A+, Yin Y# (2016) ORFanFinder: automated identification of taxonomically restricted orphan genes, Bioinformatics, 2016 Jul 1;32(13):2053-5. doi: 10.1093/bioinformatics/btw122 [cited 4 times]
- [M]: Hu L, Taujale R^, Song J, Guo J, Yin Y# (2016) Draft genome sequence of Talaromyces verruculosus ("Penicillium verruculosum") strain TS63-9, a fungus with great potential for industrial production of polysaccharide-degrading enzymes, Journal of Biotechnology, 2016 Feb 10;219:5-6. doi: 10.1016/j.jbiotec.2015.12.017.[cited 4 times]
- [M]: Nguyen M+, Ekstrom A+, Li X^ and Yin Y# (2015) HGT-Finder: a new tool for horizontal gene transfer finding and application to Aspergillus genomes, Toxins, 7(10):4035-4053; doi:10.3390/toxins7104035 [highly accessed article] [cited 14 times]
- [P]: Taujale R^, Yin Y# (2015) Glycosyltransferase family 43 is also found in early eukaryotes and has three subfamilies in Charophycean green algae, PLoS ONE, doi:10.1371/journal.pone.0128409 [cited 6 times]
- [P]: Ekstrom A+, Taujale R^, McGinn N+, Yin Y# (2014) PlantCAZyme: a database for plant carbohydrate-active enzymes, Database: The Journal of Biological Databases and Curation, DOI: 10.1093/database/bau079 [Undergraduate Research and Artistry Day award of NIU][cited 17 times]
- [M]: Cao H^, Yin Y# (2014) Rapid evolution of cellulosome modules by comparative analyses of five Clostridiales genomes. Bioenergy Research, 7:1369-1381, DOI 10.1007/s12155-014-9474-0
- [P]: Yin Y#, Johns MA, Cao H^, Rupani M^ (2014) A survey of the genomes and transcriptomes of diverse plants and algae reveals new insights into the evolution and function of the cellulose synthase superfamily, BMC Genomics, 15:260, DOI: 10.1186/1471-2164-15-260 [highly accessed article][cited 34 times]
- [M]: Cao H^, Shimura Y, Masanobu K, Yin Y# (2014) Draft genome sequence of the toxic bloom-forming cyanobacterium Aphanizomenon flos-aquae NIES-81. Genome Announc. 2(1):e00044-14. doi:10.1128/genomeA.00044-14[cited 7 times]
- [M]: Ma Q*, Yin Y*, Schell M, Li G, Xu Y (2013) Computational analyses of transcriptomic data reveal the dynamic organization of the Escherichia coli chromosome under different conditions. Nucleic Acids Research, 2013 Jun 1;41(11):5594-5603. Epub 2013 Apr 17[cited 21 times]
- [P]: Wang S*, Yin Y*, Ma Q, Tang X, Xu Y. Genome-scale identification of cell-wall related genes in Arabidopsis based on co-expression network analysis. BMC Plant Biology, 2012, 12:138[cited 39 times]
- [P]: Yin Y*, Mao X*, Yang JC, Chen X and Xu Y. dbCAN: a web resource for automated carbohydrate-active enzyme annotation. Nucleic Acids Res. web server issue 2012, Jul;40(Web Server issue):W445-51 [selected by DOE's Bioenergy Science Centers as one of the Key Advances for Biofuels Production] ESI Highly Cited (Top 1%) Paper in Biology & Biochemistry field [cited 832 times]
- [P]: Yin Y, Huang J, Gu X, Bar-Peled M, Xu Y. Evolution of plant nucleotide-sugar interconversion enzymes. PLoS One. 2011;6(11):e27995. Epub 2011 Nov 18. PubMed PMID: 22125650; PubMed Central PMCID: PMC3220709.[cited 40 times]
- [M]: Zhang H*, Yin Y*, Olman V, Xu Y. Genomic arrangement of regulons in bacterial genomes. PLoS One. 2012;7(1):e29496. Epub 2012 Jan 3. PubMed PMID: 22235300; PubMed Central PMCID: PMC3250446.[cited 40 times]
- [P]: Yin Y, Mohnen D, Xu Y, Hahn M Glycosyltransferase Family 8 (GT8). Book chapter of "Plant Cell Wall Polysaccharides: Biosynthesis and Bioengineering" ; Annual Plant Review series (Blackwell), 2011;41:167-212 [cited 16 times]
- [P]: Yin Y, Chen H, Hahn MG, Mohnen D, Xu Y. Evolution and function of the plant cell wall synthesis-related glycosyltransferase family 8. Plant Physiol. 2010 Aug;153(4):1729-46. Epub 2010 Jun 3. PubMed PMID: 20522722; PubMed Central MCID: PMC2923890. [cited 83 times]
- [M]: Yin Y*, Zhang H*, Olman V, Xu Y. Genomic arrangement of bacterial operons is constrained by biological pathways encoded in the genome. Proc Natl Acad Sci U S A. 2010 Apr 6;107(14):6310-5. Epub 2010 Mar 22. PubMed PMID: 20308592; PubMed Central PMCID: PMC2851940. [cited 38 times]
- [P]: Yin Y, Huang J, Xu Y. The cellulose synthase superfamily in fully sequenced plants and algae. BMC Plant Biol. 2009 Jul 31;9:99. PubMed PMID: 19646250; PubMed Central PMCID: PMC3091534. [highly accessed article] [cited 115 times]
- [P]: Shen H*, Yin Y*, Chen F, Xu Y, Dixon R. A bioinformatic analysis of NAC genes for plant cell wall development in relation to lignocellulosic bioenergy production. Bioenergy Research 2009;2(4):217-232; [cited 112 times]
- [M]: Yin Y, Fischer D. Identification and investigation of ORFans in the viral world. BMC Genomics. 2008 Jan 19;9:24. PubMed PMID: 18205946; PubMed Central PMCID: PMC2245933. [cited 78 times]
- [M]: Yin Y, Fischer D. On the origin of microbial ORFans: quantifying the strength of the evidence for viral lateral transfer. BMC Evol Biol. 2006 Aug 16;6:63. PubMed PMID: 16914045; PubMed Central PMCID: PMC1559721. [cited 52 times]
Submitted
- Feng X^, Permann C, Holzinger A, Yin Y# (2024) High molecular weight DNA extraction from mucilage rich zygnematophycean green algae for long read DNA sequencing, BMC Methods, DOI: 10.1186/s44330-024-00018-z
- Kang C, Zhang H, Yin Y, (2024) A dual-modality complex-valued fusion method for predicting side effects of drug-drug interactions based on graph neural network, IEEE Journal of Biomedical and Health Informatics, DOI: 10.1109/JBHI.2024.3422673
- KhatrI M, Yin Y, Deogun J (2024) Enhancing Interpretability In Medical Image Classification By Integrating Formal Concept Analysis With Convolutional Neural Networks, Biomimetics 2024, 9(7), 421; https://doi.org/10.3390/biomimetics9070421
- Li M, Guo H, Wang K, Kang C, Yin Y, Zhang H (2024) AVBAE-MODFR: A novel deep learning framework of embedding and feature selection on multi-omics data for pan-cancer classification, Computers in Biology and Medicine, 2024 Jul:177:108614. doi: 10.1016/j.compbiomed.2024.108614.
- Zheng J, Huang L, Yi H, Yan Y, Zhang X, Akresi J, Yin Y# (2024) Carbohydrate-active enzyme annotation in microbiomes using dbCAN, https://www.biorxiv.org/content/10.1101/2024.01.10.575125v1, bioRxiv
- Nousias O^, Zheng J^, Li T^, Meinhardt L, Bailey B, Gutierrez O, Baruah IK, Cohen S, Zhang D, Yin Y#. (2024) Three de novo assembled wild cacao genomes from the Upper Amazon, Scientific Data, DOI : 10.1038/s41597-024-03215-1
- Zhan X, Yin Y and Zhang H (2024) BERMAD: batch effect removal for single-cell RNA-seq data using a multi-layer adaptation autoencoder with dual-channel framework, Bioinformatics, https://doi.org/10.1093/bioinformatics/btae127
- Li T^, Zheng J^, Nousias O^, Meinhardt L, Goenaga R, Zhang D, Yin Y#. (2024) The cherimoya genome reveals insights into the intra-specific divergence, the evolution of Magnoliales, and a putative gene cluster for acetogenin biosynthesis, Plants, 2024, 13(5), 636; https://doi.org/10.3390/plants13050636
- Dexheimer S^, Shrestha N, Chapagain BS^, Bujarski J#, Yin Y# (2024) Characterization of Multivariate RNAs Encapsidated During Infection by Two Bromoviruses Based on ViReMa, Pathogens, 2024, 13(1), 96; https://doi.org/10.3390/pathogens13010096
- Feng X*, Zheng J*, Irisarri I*, Yu H, Zheng B, Ali Z, de Vries S, Keller J, Fürst-Jansen J, DadrasA, Zegers J, Rieseberg TP, Ashok AD, Darienko T, Bierenbroodspot MJ, Gramzow L, Petroll R, Haas FB, Fernandez-Pozo N, Nousias O, Li T, Fitzek E, Grayburn WS, Rittmeier N, Permann C, Rümpler F, Archibald JM, Theißen G, Mower JP, Lorenz M, Buschmann H, von Schwartzenberg K, Boston L, Hayes RD, Daum C, Barry K, Grigoriev IV, Wang X, Li FW, Rensing SA, Ben-Ari J, Keren N, Mosquna A, Holzinger A, Delaux PM, Zhang C, Huang J, Mutwil M, de Vries J#, Yin Y# (2023), Genomes of multicellular algal sisters to land plants illuminate signaling network evolution, https://www.biorxiv.org/content/10.1101/2023.01.31.526407v1, bioRxiv, Nature Genetics, https://doi.org/10.1038/s41588-024-01737-3, highlighed at Nature Plants
- Han M, Yin Y, Zhang H, Wang H (2023) Hierarchical Semantic Augmentation Graph Neural Network for Drug-Disease Association Prediction, IEEE International Conference on Bioinformatics and Biomedicine (BIBM), DOI: 10.1109/BIBM58861.2023.10385961
- Quan X, Guo X, Zhang H, Han M, Li Z, and Yin Y (2023) Unsupervised Feature Selection by Fusing Spectral Clustering and Locality Preserving Projection, DOI: 10.1109/BIBM58861.2023.10385296
- Yan Y^, Zheng J^, Zhang X^, Yin Y#. (2023) dbAPIS: a database of anti-prokaryotic immune system genes, Nucleic Acids Res. 10.1093/nar/gkad932
- Sandesh SP, Zheng J^, Yin Y, Lorber S, Puel O, Dhingra S, Espeso EA, Calvo AM (2023) Homeobox Transcription Factor HbxA Influences Expression of over One Thousand Genes in the Model Fungus Aspergillus nidulans, PLoS ONE, 18(7): e0286271. https://doi.org/10.1371/journal.pone.0286271
- Han M, Li W, Zhang H, Yin Y (2023) Semantic-guided Graph Neural Network for Heterogeneous Graph Embedding (2023), Expert Systems With Applications, 232, 1 December 2023, 120810, https://doi.org/10.1016/j.eswa.2023.120810
- Yang B*, Khatri M*, Zheng J, Deogun J, Yin Y# (2023) Genome mining for anti-CRISPR operons using machine learning, Bioinformatics, doi:10.1093/bioinformatics/btad309
- Zheng J*, Ge Q*, Yan Y, Zhang X, Huang L, Yin Y# (2023) dbCAN3: automated carbohydrate-active enzyme and substrate annotation, Nucleic Acids Res., doi:10.1093/nar/gkad328
- Huang W, Zhang H, Li Z, and Yin Y (2022) Mutual Information Estimation-Based Disentangled Representation Network for Medical Image Fusion, IEEE International Conference on Bioinformatics and Biomedicine 2022 (IEEE BIBM 2022), Las Vegas, NV, USA, 2022 pp. 991-998. doi: 10.1109/BIBM55620.2022.9995221, selected for Best Student Paper Award
- Yang B^, Zheng J^, Yin Y# (2022) AcaFinder: genome mining of anti-CRISPR associated genes in bacteria and phages, mSystems, doi:10.1128/msystems.00817-22, https://www.biorxiv.org/content/10.1101/2022.08.29.505781v1.abstract
- Zheng J^, Hu B^, Zhang X^, Ge Q^, Yan Y^, Piyush V^, Huang L, Yin Y# (2022) dbCAN-seq update: CAZyme gene clusters and substates in microbiomes, Nucleic Acids Res., doi:10.1093/nar/gkac1068
- Wei H, Li Y, Yan J, Peng S, Wei S, Yin Y, Li K, Cheng X (2022) Root cell wall remodeling: a way for exopolysaccharides to mitigate cadmium toxicity in rice seedling, accepted, Journal of Hazardous Materials
- Li W, Zhang H, Li M, Han M, Yin Y (2022) MGEGFP: a multi-view graph embedding method for gene function prediction based on adaptive estimation with GCN, Briefings in Bioinformatics 2022 Aug 10:bbac333. doi: 10.1093/bib/bbac333
- Li T^, Yin Y# (2022) Critical assessment of pan-genomics of metagenome-assembled genomes, bioRxiv, doi: https://doi.org/10.1101/2022.01.13.476228, Briefings in Bioinformatics 2022, doi: 10.1093/bib/bbac413
- Zheng J^, Meinhardt L, Goenaga R, Matsumoto T, Zhang D, Yin Y# (2021) The chromosome-level rambutan genome reveals a significant role of segmental duplication in the expansion of resistance genes, Horticulture Research, 2022 Feb 11;9:uhac014. doi: 10.1093/hr/uhac014.
- Wang X, Wang J, Huang S, Zhang H, Yin Y. HDMC: a novel deep learning based framework for removing batch effects in single-cell RNA-seq data, Bioinformatics, 2021, doi:10.1093/bioinformatics/btab821
- Zheng B^, He Y+, Zhang P+, Huo YX, Yin Y# (2021) Polyphenol utilization proteins in human gut microbiome, Applied and Environmental Microbiology, https://doi.org/10.1128/AEM.01851-21
- Kang C, Zhang H, Liu Z, Huang S, Yin Y (2021) LR-GNN: a graph neural network based on link representation for predicting molecular associations, Briefings in Bioinformatics, 2021, DOI: 10.1093/bib/bbab513
- Jin C, Shi Z, Zhang H, and Yin Y (2021) Predicting lncRNA–protein interactions based on graph autoencoders and collaborative training. IEEE International Conference on Bioinformatics and Biomedicine 2021 (IEEE BIBM 2021)
- Li W, Zhang H, Zhao Q, Liu, J and Yin Y (2021) Adversarial Dual-Channel Variational Graph Autoencoder for Synthetic Lethality Prediction in Human Cancers. IEEE International Conference on Bioinformatics and Biomedicine 2021 (IEEE BIBM 2021)
- Cheng X*, Yang B^*, Zheng J^, Wei H, Feng X^ and Yin Y# (2021) Cadmium stress triggers significant metabolic reprogramming in Enterococcus faecium CX 2-6, Computational and Structural Biotechnology Journal, https://doi.org/10.1016/j.csbj.2021.10.021
- Shi Z, Zhang H, Jin C, Quan X, Yin Y (2021) A representation learning model based on variational inference and graph autoencoder for predicting lncRNA-disease associations. BMC Bioinformatics. 2021 Mar 21;22(1):136. doi: 10.1186/s12859-021-04073-z.
- Peterson D^, Li T^, Calvo AM, Yin Y# (2021) Categorization of orthologous gene clusters in 92 Ascomycota genomes reveals functions important for phytopathogenicity, Journal of Fungi, 2021, 7(5), 337; https://doi.org/10.3390/jof7050337
- Zheng J^, Meinhardt L, Goenaga R, Zhang D, Yin Y# (2021) The chromosome-level genome of dragon fruit reveals whole genome duplication and chromosomal co-localization of betacyanin biosynthetic genes, Horticulture Research, 8, 63 (2021). https://doi.org/10.1038/s41438-021-00501-6
- Feng X^, Holzinger A, Permann C, Anderson C, Yin Y# (2021) Characterization of two Zygnema strains (Zygnema circumcarinatum SAG 698-1a and SAG 698-1b) and a rapid method to estimate nuclear genome size of Zygnematophycean green algae, Frontiers in Plant Science, 2021 Feb 10;12:610381, 10.3389/fpls.2021.610381
- Li W, Zhao Q, Zhang H, Quan X, Xu J, and Yin Y (2021) Bayesian Multi-scale Convolutional Neural Network for Motif Occupancy Identification, IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp. 293-298, doi: 10.1109/BIBM49941.2020.9313556
- Huang L^*, Yang B^*, Yi H^, Asif A, Wang J, Lithgow T, Zhang H, Minhas F, Yin Y# (2020) AcrDB: a database of anti-CRISPR operons in prokaryotes and viruses, Nucleic Acids Res., 10.1093/nar/gkaa857
- Ausland C^, Zheng J^, Yi H^, Yang B^, Li T^, Feng X^, Zheng B^, Yin Y#. (2020) dbCAN-PUL: a database of experimentally characterized CAZyme gene clusters and their substrates, Nucleic Acids Res., 10.1093/nar/gkaa742
- Fitzek E.^, Balazic R.+, Yin Y#. (2020) Bioinformatics Analysis of Plant Cell Wall Evolution. In: Popper Z. (eds) The Plant Cell Wall. Methods in Molecular Biology, vol 2149. Humana, New York, NY, https://doi.org/10.1007/978-1-0716-0621-6_27
- Cao H^, Shimura Y, Steffen MM, Yang Z, Lu J, Joel A, Jenkins L, Kawachi M, Yin Y#, Garcia-Pichel F#. (2020). The trait repertoire enabling cyanobacteria to bloom assessed through comparative genomic complexity and metatranscriptomics. mBio 11:e01155-20. https://doi.org/10.1128/mBio.01155-20.
- Wang X, Yi H, Wang J, Zhan D, Yin Y, Zhang H (2020) GDASC: A GPU parallel based web server for detecting hidden batch factors, Bioinformatics, 2020 May 9:btaa427. doi: 10.1093/bioinformatics/btaa427
- Yi H^, Huang L^, Yang B^, Zhang H, Yin Y# (2020) AcrFinder: genome mining anti-CRISPR operons in prokaryotes and their viruses, Nucleic Acids Res., doi:10.1093/nar/gkaa351
- Orton L^, Fitzek E^, Feng X^, Grayburn SW, Mower JP, Liu K, Zhang C, Duvall MR, Yin Y# (2020) Zygnema circumcarinatum UTEX 1559 chloroplast and mitochondrial genomes provide insight into land plant evolution, Journal of Experimental Botany, 2020 Mar 24. pii: eraa149. doi: 10.1093/jxb/eraa149.
- Becker B, Feng X^, Yin Y, Holzinger A (2020) Desiccation tolerance in streptophyte algae and the algae to land plant transition: Evolution of LEA and MIP protein families within the Viridiplantae, Journal of Experimental Botany, 2020 Feb 28. pii: eraa105. doi: 10.1093/jxb/eraa105
- Su X, Xu J, Yin Y, Quan X, Zhang H (2019) Antimicrobial Peptide Identification Using Multi-scale Convolutional Network, BMC Bioinformatics 20, 730 (2019). https://doi.org/10.1186/s12859-019-3327-y
- Xu J, Zhang H, Zheng J^, Dovoedo P^, Yin Y# (2019) eCAMI: simultaneous classification and motif identification for enzyme annotation, Bioinformatics, doi:10.1093/bioinformatics/btz908
- Li W, Yin Y, Quan X, Zhang H (2019) Gene Expression Value Prediction Based on XGBoost Algorithm, Frontiers in Genetics, doi: 10.3389/fgene.2019.01077
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