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- research-articleOctober 2023
An Approach to Developing Benchmark Datasets for Protein Secondary Structure Segmentation from Cryo-EM Density Maps
BCB '23: Proceedings of the 14th ACM International Conference on Bioinformatics, Computational Biology, and Health InformaticsArticle No.: 102, Pages 1–8https://doi.org/10.1145/3584371.3612947More and more deep learning approaches have been proposed to segment secondary structures from cryo-electron density maps at medium resolution range (5--10Å). Although the deep learning approaches show great potential, only a few small experimental ...
- research-articleNovember 2020
Using Curriculum Learning in Pattern Recognition of 3-dimensional Cryo-electron Microscopy Density Maps
BCB '20: Proceedings of the 11th ACM International Conference on Bioinformatics, Computational Biology and Health InformaticsArticle No.: 112, Pages 1–7https://doi.org/10.1145/3388440.3414710Although Cryo-electron microscopy (cryo-EM) has been successfully used to derive atomic structures for many proteins, it is still challenging to derive atomic structure when the resolution of cryo-EM density maps is in the medium range, e.g., 5-10 Å. ...
- research-articleNovember 2020
Combine Cryo-EM Density Map and Residue Contact for Protein Structure Prediction: A Case Study
BCB '20: Proceedings of the 11th ACM International Conference on Bioinformatics, Computational Biology and Health InformaticsArticle No.: 110, Pages 1–6https://doi.org/10.1145/3388440.3414708Cryo-electron microscopy is a major structure determination technique for large molecular machines and membrane-associated complexes. Although atomic structures have been determined directly from cryo-EM density maps with high resolutions, current ...
- research-articleJanuary 2020
Extrapolating the effect of non-synonymous SNP in bread wheat HSP16.9B gene: a molecular modelling and dynamics study
International Journal of Bioinformatics Research and Applications (IJBRA), Volume 16, Issue 1Pages 101–116https://doi.org/10.1504/ijbra.2020.104858Small heat shock proteins (sHSP) are molecular chaperons which play a key role in protein homeostasis under stress conditions. Point mutation of aspartic acid (D) substitution for asparagine (N) at residue 11 (D11N) in HSP16.9B protein was predicted in ...
- research-articleAugust 2017
Analysis of ß-strand Twist from the 3-dimensional Image of a Protein
ACM-BCB '17: Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology,and Health InformaticsPages 650–654https://doi.org/10.1145/3107411.3107507Electron cryo-microscopy (Cryo-EM) technique produces density maps that are 3-dimensional (3D) images of molecules. It is challenging to derive atomic structures of proteins from 3D images of medium resolutions. Twist of a α-strand has been studied ...
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- research-articleOctober 2016
Automatic Detection of Beta-barrel from Medium Resolution Cryo-EM Density Maps
BCB '16: Proceedings of the 7th ACM International Conference on Bioinformatics, Computational Biology, and Health InformaticsPages 156–164https://doi.org/10.1145/2975167.2975183Cryo-electron microscopy (Cryo-EM) has become central to the study of large-scale molecular interactions and has produced three-dimensional (3D) density maps at various resolutions. Secondary structure element (SSE) identification from volumetric ...
- articleMay 2015
A machine learning approach for accurate annotation of noncoding RNAs
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), Volume 12, Issue 3Pages 551–559https://doi.org/10.1109/TCBB.2014.2366758Searching genomes to locate noncoding RNA genes with known secondary structure is an important problem in bioinformatics. In general, the secondary structure of a searched noncoding RNA is defined with a structure model constructed from the structural ...
- research-articleSeptember 2014
Construction of protein backbone pieces using segment-based FBCCD and Cryo-EM skeleton
BCB '14: Proceedings of the 5th ACM Conference on Bioinformatics, Computational Biology, and Health InformaticsPages 711–716https://doi.org/10.1145/2649387.2660838Cryo-Electron Microscopy is a biophysical technique that generates volumetric images of macromolecules. Although it is hard to distinguish the backbone from the density map at medium resolutions such as 5-10Å, the location of major secondary structure ...
- research-articleSeptember 2014
Orientations of beta-strand traces and near maximum twist
BCB '14: Proceedings of the 5th ACM Conference on Bioinformatics, Computational Biology, and Health InformaticsPages 690–694https://doi.org/10.1145/2649387.2660835A β-sheet is composed of multiple β-strands that are stabilized by inter-strand hydrogen bonds. It has been discovered that a β-sheet is right-handed twisted. We have developed a geometrical method to investigate the relationship between the twist of a ...
- ArticleSeptember 2014
Studies of limitations to lateral brightness in high power diode lasers using spectrally-resolved mode profiles
ISLC '14: Proceedings of the 2014 International Semiconductor Laser ConferencePages 23–24https://doi.org/10.1109/ISLC.2014.144Efficient DFB broad-area lasers enable spectrally-resolved measurements of lateral field profiles to high powers, indicating brightness is limited by both increasing numbers of guided modes and degradation of beam quality of low order modes.
- articleMarch 2014
Solving the secondary structure matching problem in cryo-EM de novo modeling using a constrained K-shortest path graph algorithm
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), Volume 11, Issue 2Pages 419–430https://doi.org/10.1109/TCBB.2014.2302803Electron cryomicroscopy is becoming a major experimental technique in solving the structures of large molecular assemblies. More and more three-dimensional images have been obtained at the medium resolutions between 5 and 10Å. At this resolution range, ...
- tutorialSeptember 2013
Beta-sheet Detection and Representation from Medium Resolution Cryo-EM Density Maps
BCB'13: Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical InformaticsPages 764–770https://doi.org/10.1145/2506583.2506707Secondary structure element (SSE) identification from volumetric protein density maps is critical for de-novo backbone structure derivation in electron cryo-microscopy (cryoEM). Although multiple methods have been developed to detect SSE from the ...
- ArticleApril 2013
A linear inside-outside algorithm for correcting sequencing errors in structured RNAs
RECOMB'13: Proceedings of the 17th international conference on Research in Computational Molecular BiologyPages 199–211https://doi.org/10.1007/978-3-642-37195-0_17Analysis of the sequence-structure relationship in RNA molecules are essential to evolutionary studies but also to concrete applications such as error-correction methodologies in sequencing technologies. The prohibitive sizes of the mutational and ...
- ArticleNovember 2012
Representation of protein secondary structure using bond-orientational order parameters
PRIB'12: Proceedings of the 7th IAPR international conference on Pattern Recognition in BioinformaticsPages 188–197https://doi.org/10.1007/978-3-642-34123-6_17Structural studies of proteins for motif mining and other pattern recognition techniques require the abstraction of the structure into simpler elements for robust matching. In this study, we propose the use of bond-orientational order parameters, a well-...
- posterOctober 2012
RNA-DV: an interactive tool for editing and visualizing RNA secondary structures
BCB '12: Proceedings of the ACM Conference on Bioinformatics, Computational Biology and BiomedicinePages 601–603https://doi.org/10.1145/2382936.2383036Although many tools were developed for visualization of RNA secondary structure, RNA-DV is a tool which provides a flexible and powerful interface for RNA secondary structure design and visualization. Being able to dynamically make modification and ...
- short-paperOctober 2012
Building the initial chain of the proteins through de novo modeling of the cryo-electron microscopy volume data at the medium resolutions
BCB '12: Proceedings of the ACM Conference on Bioinformatics, Computational Biology and BiomedicinePages 490–497https://doi.org/10.1145/2382936.2382999Cryo-electron Microscopy (cryoEM) is an advanced imaging technique that produces volume maps at different resolutions. This technique is capable of visualizing large molecular complexes such as viruses and ribosomes. At the medium resolutions, such as 5 ...
- ArticleMay 2012
P-Binder: a system for the protein-protein binding sites identification
ISBRA'12: Proceedings of the 8th international conference on Bioinformatics Research and ApplicationsPages 127–138https://doi.org/10.1007/978-3-642-30191-9_13Determination of binding sites between proteins has a wide range of applications. Understanding energetics and mechanism of complexes remains one of the essential problems in binding site prediction. We develop a system, P-Binder, for identifying ...
- ArticleSeptember 2010
A Novel Method for Splice Sites Recognition Using Comprehensive Information
PCSPA '10: Proceedings of the 2010 First International Conference on Pervasive Computing, Signal Processing and ApplicationsPages 986–989https://doi.org/10.1109/PCSPA.2010.243To identify splice sites more accurately and efficiently, a method for the recognition of splice sites based on comprehensive information is proposed. By analyzing the splicing signals, splicing sequences, secondary structures of flank sequence, ...
- articleSeptember 2010
Enzyme-like replication de novo in a microcontroller environment
The desire to start evolution from scratch inside a computer memory is as old as computing. Here we demonstrate how viable computer programs can be established de novo in a Precambrian environment without supplying any specific instantiation, just ...
- research-articleJanuary 2010
Mining characteristic relations bind to RNA secondary structures
IEEE Transactions on Information Technology in Biomedicine (TITB), Volume 14, Issue 1Pages 10–15https://doi.org/10.1109/TITB.2009.2032655The identification of RNA secondary structures has been among the most exciting recent developments in biology and medical science. It has been recognized that there is an abundance of functional structures with frameshifting, regulation of translation, ...