Liangyun Zhang

ORCID: 0000-0003-2425-9650
Publications
Citations
Views
---
Saved
---
About
Contact & Profiles
Research Areas
  • Algebraic structures and combinatorial models
  • Advanced Topics in Algebra
  • Nonlinear Waves and Solitons
  • Advanced Operator Algebra Research
  • Homotopy and Cohomology in Algebraic Topology
  • Cancer-related molecular mechanisms research
  • Rings, Modules, and Algebras
  • MicroRNA in disease regulation
  • Machine Learning in Bioinformatics
  • Bioinformatics and Genomic Networks
  • RNA modifications and cancer
  • Commutative Algebra and Its Applications
  • Matrix Theory and Algorithms
  • Gene expression and cancer classification
  • Circular RNAs in diseases
  • Genomics and Phylogenetic Studies
  • RNA Research and Splicing
  • RNA and protein synthesis mechanisms
  • Finite Group Theory Research
  • Ferroptosis and cancer prognosis
  • Nasal Surgery and Airway Studies
  • Viral-associated cancers and disorders
  • Heavy metals in environment
  • Machine Learning and ELM
  • Holomorphic and Operator Theory

Nanjing Agricultural University
2015-2025

Foshan Hospital of TCM
2014-2022

Sun Yat-sen University
2014-2022

Jinling Institute of Technology
2019

First People's Hospital of Foshan
2013

Nanjing University
2003-2006

LncRNAs are regulatory noncoding RNAs that play crucial roles in many biological processes. The dysregulation of lncRNA is thought to be involved complex diseases; lncRNAs often the targets miRNAs indirect regulation gene expression. Numerous studies have indicated miRNA-lncRNA interactions closely related occurrence and development cancers. Thus, it important develop an effective method for identification cancer-related interactions. In this study, we compiled 155653 experimentally...

10.1371/journal.pone.0196681 article EN cc-by PLoS ONE 2018-05-01

N6-methyladenine (6mA) is an important DNA modification form associated with a wide range of biological processes. Identifying accurately 6mA sites on genomic scale crucial for under-standing 6mA’s functions. However, the existing experimental techniques detecting are cost-ineffective, which implies great need developing new computational methods this problem. In paper, we developed, without requiring any prior knowledge and manually crafted sequence features, deep learning framework named...

10.1371/journal.pcbi.1008767 article EN cc-by PLoS Computational Biology 2021-02-18

Protein lysine crotonylation (Kcr) is an important type of posttranslational modification that associated with a wide range biological processes. The identification Kcr sites critical to better understanding their functional mechanisms. However, the existing experimental techniques for detecting are cost-ineffective, great need new computational methods address this problem. We here describe Adapt-Kcr, advanced deep learning model utilizes adaptive embedding and based on convolutional neural...

10.1093/bib/bbac037 article EN Briefings in Bioinformatics 2022-01-26

As a novel class of noncoding RNAs, long RNAs (lncRNAs) have been verified to be associated with various diseases. large scale transcripts are generated every year, it is significant accurately and quickly identify lncRNAs from thousands assembled transcripts. To discover new lncRNAs, we develop classification tool random forest (RF) named LncRNApred based on hybrid feature. This feature set includes three proposed features, which MaxORF, RMaxORF SNR. effective for classifying protein coding...

10.1371/journal.pone.0154567 article EN cc-by PLoS ONE 2016-05-26

Abstract Summary Non-coding RNAs play important roles in transcriptional processes and participate the regulation of various biological functions, particular miRNAs lncRNAs. Despite their importance for several existing signaling pathway databases do not include information on miRNA lncRNA. Here, we redesigned a novel database named NcPath by integrating visualizing total 178 308 human experimentally validated miRNA–target interactions (MTIs), 32 282 verified lncRNA–target (LTIs) 4837 ceRNA...

10.1093/bioinformatics/btac812 article EN cc-by Bioinformatics 2022-12-16

Antimicrobial resistance (AMR) presents a pressing global health crisis, particularly in the post-pandemic era, underscoring urgent need for innovative therapeutics. peptides (AMPs) hold promises combating multidrug-resistant infections but are hindered by challenges clinical translation, including limited hemocompatibility and inefficient design processes. To overcome these obstacles, we developed AIPAMPDS, an AI-driven computational platform that integrates deep generative model with...

10.1101/2025.03.24.644774 preprint EN cc-by bioRxiv (Cold Spring Harbor Laboratory) 2025-03-27

10.1016/j.jalgebra.2013.07.016 article EN publisher-specific-oa Journal of Algebra 2013-08-03

Integrals of monoidal Hom-Hopf algebras are introduced and the existence uniqueness integrals for finite-dimensional investigated first. Then applied to Maschke type theorem controlling semisimplicity separability algebras. Further, Hom-algebras characterized with additional Frobenius property, question when is studied. As applications integrals, Hom-smash product given, Morita context in Hom-category \documentclass[12pt]{minimal}\begin{document}$\widetilde{\mathcal {H}}(\mathcal...

10.1063/1.4813447 article EN Journal of Mathematical Physics 2013-07-01

In this paper, we introduce the category of Yetter-Drinfel'd Hom-modules which is a braided monoidal and show that full subcategory left center Hom-module category. Also study equivalent relationship between over Drinfel'd double. Finally, Faddeev-Reshetikhin-Takhtajan (FRT) type theorem for quantum Hom-Yang-Baxter equation investigated.

10.1063/1.4868964 article EN Journal of Mathematical Physics 2014-03-01

Abstract Soil respiration, resulting in decomposition of soil organic carbon (SOC), emits CO 2 to the atmosphere and increases under climate warming. However, impact heavy metal pollution on respiration croplands is not well understood. Here we show significantly increased efflux both CH 4 with a concomitant reduction SOC storage from polluted rice China. This change linked decline aggregation, microbial abundance fungal dominance. The release presumably driven by changes cycling occurring...

10.1038/srep13233 article EN cc-by Scientific Reports 2015-08-14

In genome-wide association studies, detecting high-order epistasis is important for analyzing the occurrence of complex human diseases and explaining missing heritability. However, there are various challenges in actual detection process due to large amount data, “small sample size problem”, diversity disease models, etc. This paper proposes a multi-objective genetic algorithm (EpiMOGA) single nucleotide polymorphism (SNP) detection. The K2 score based on Bayesian network criterion Gini...

10.3390/genes12020191 article EN Genes 2021-01-28

10.1016/j.jalgebra.2020.04.023 article EN publisher-specific-oa Journal of Algebra 2020-05-08

Abstract This paper, mainly gives a Fundamental Theorem of weak Doi–Hopf modules, which is not only generalizes the Hopf modules but also relative modules. Moreover, it sufficient and necessary condition for smash product algebras to be bialgebras, semisimple algebras. Key Words: Weak algebraWeak moduleFundamental TheoremWeak algebraMathematics Subject Classification: 16W30 Acknowledgments The first author, Zhang Liangyun takes this opportunity express his thanks referee or her helpful...

10.1081/agb-120039396 article EN Communications in Algebra 2004-10-01

Subcellular localization of microRNAs (miRNAs) is an important reflection their biological functions. Considering the spatio-temporal specificity miRNA subcellular localization, experimental detection techniques are expensive and time-consuming, which strongly motivates efficient economical computational method to predict localization. In this paper, we describe a framework, MiRLoc, miRNAs. contrast existing methods, MiRLoc uses functional similarity between miRNAs instead sequence features...

10.1093/bib/bbac044 article EN Briefings in Bioinformatics 2022-01-28

In this paper, we introduce the concept of Rota–Baxter skew braces, and provide classifications operators on various such as (Z,+,∘) (Z/(4),+,∘). We also present a necessary sufficient condition for brace to be co-inverse brace. Additionally, describe some constructions quasiskew demonstrate that every can induce quasigroup

10.3390/math12111671 article EN cc-by Mathematics 2024-05-27

N6-methyladenosine (m6A), the most common posttranscriptional modification in eukaryotic mRNAs, plays an important role mRNA splicing, editing, stability, degradation, etc. Since methylation state is dynamic, sequencing needs to be carried out over different time periods, which brings some difficulties identify RNA methyladenine sites. Thus, it necessary develop a fast and accurate method sites transcriptome. In this study, we use first-order second-order Markov models N6-methyladenine three...

10.3389/fgene.2021.650803 article EN cc-by Frontiers in Genetics 2021-03-19

In this article, we introduce the concepts of Hom–Long equation and dimodule. We discuss how dimodules are connected to equation. As main result, study FRT-type theorem for

10.1080/00927872.2013.781614 article EN Communications in Algebra 2013-07-27

10.1007/s11425-006-0587-6 article EN Science in China Series A Mathematics 2006-04-28

This article mainly gives the structure theorem of weak comodule algebras, that is, assume H is a Hopf algebra, and B right H-comodule if there exists morphism φ: → then an algebra isomorphism: ≅ coH #H, where denotes coinvariant subalgebra B, #H smash product.

10.1080/00927870902865894 article EN Communications in Algebra 2009-12-31

Abstract Background Currently, large-scale gene expression profiling has been successfully applied to the discovery of functional connections among diseases, genetic perturbation, and drug action. To address cost an ever-expanding profile, a new, low-cost, high-throughput reduced representation method called L1000 was proposed, with which one million profiles were produced. Although set ~ 1000 carefully chosen landmark genes that can capture 80% information from whole genome identified for...

10.1186/s12859-021-03972-5 article EN cc-by BMC Bioinformatics 2021-01-22

Long non-coding RNA (lncRNA)–microRNA (miRNA) interactions are quickly emerging as important mechanisms underlying the functions of RNAs. Accordingly, predicting lncRNA–miRNA provides an basis for understanding action ncRNAs. However, accuracy established prediction methods is still limited. In this study, we used structural consistency to measure predictability interactive links based on a bilayer network by integrating information known interactions, lncRNA similarity network, and miRNA...

10.7717/peerj.11426 article EN cc-by PeerJ 2021-05-19
Coming Soon ...