133 results on '"Yao-zhong Zhang"'
Search Results
2. Predicting cell types with supervised contrastive learning on cells and their types
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Yusri Dwi Heryanto, Yao-zhong Zhang, and Seiya Imoto
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Medicine ,Science - Abstract
Abstract Single-cell RNA-sequencing (scRNA-seq) is a powerful technique that provides high-resolution expression profiling of individual cells. It significantly advances our understanding of cellular diversity and function. Despite its potential, the analysis of scRNA-seq data poses considerable challenges related to multicollinearity, data imbalance, and batch effect. One of the pivotal tasks in single-cell data analysis is cell type annotation, which classifies cells into discrete types based on their gene expression profiles. In this work, we propose a novel modeling formalism for cell type annotation with a supervised contrastive learning method, named SCLSC (Supervised Contrastive Learning for Single Cell). Different from the previous usage of contrastive learning in single cell data analysis, we employed the contrastive learning for instance-type pairs instead of instance-instance pairs. More specifically, in the cell type annotation task, the contrastive learning is applied to learn cell and cell type representation that render cells of the same type to be clustered in the new embedding space. Through this approach, the knowledge derived from annotated cells is transferred to the feature representation for scRNA-seq data. The whole training process becomes more efficient when conducting contrastive learning for cell and their types. Our experiment results demonstrate that the proposed SCLSC method consistently achieves superior accuracy in predicting cell types compared to five state-of-the-art methods. SCLSC also performs well in identifying cell types in different batch groups. The simplicity of our method allows for scalability, making it suitable for analyzing datasets with a large number of cells. In a real-world application of SCLSC to monitor the dynamics of immune cell subpopulations over time, SCLSC demonstrates a capability to discriminate cell subtypes of CD19+ B cells that were not present in the training dataset.
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- 2024
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3. Microbial Gene Ontology informed deep neural network for microbe functionality discovery in human diseases
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Yunjie Liu, Yao-zhong Zhang, and Seiya Imoto
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Medicine ,Science - Abstract
The human microbiome plays a crucial role in human health and is associated with a number of human diseases. Determining microbiome functional roles in human diseases remains a biological challenge due to the high dimensionality of metagenome gene features. However, existing models were limited in providing biological interpretability, where the functional role of microbes in human diseases is unexplored. Here we propose to utilize a neural network-based model incorporating Gene Ontology (GO) relationship network to discover the microbe functionality in human diseases. We use four benchmark datasets, including diabetes, liver cirrhosis, inflammatory bowel disease, and colorectal cancer, to explore the microbe functionality in the human diseases. Our model discovered and visualized the novel candidates’ important microbiome genes and their functions by calculating the important score of each gene and GO term in the network. Furthermore, we demonstrate that our model achieves a competitive performance in predicting the disease by comparison with other non-Gene Ontology informed models. The discovered candidates’ important microbiome genes and their functions provide novel insights into microbe functional contribution.
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- 2023
4. Editorial: Uncertainty relations and their applications
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Dong Wang, Ming-Liang Hu, Jun Feng, and Yao-Zhong Zhang
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uncertainty relation ,one-dimensional harmonic oscillator ,non-Hermitian operators ,quantum entanglement ,Boltzmann machine ,quantum Rabi model ,Physics ,QC1-999 - Published
- 2022
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5. Nanopore basecalling from a perspective of instance segmentation
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Yao-zhong Zhang, Arda Akdemir, Georg Tremmel, Seiya Imoto, Satoru Miyano, Tetsuo Shibuya, and Rui Yamaguchi
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Nanopore basecalling ,Deep learning ,UR-net ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Biology (General) ,QH301-705.5 - Abstract
Abstract Background Nanopore sequencing is a rapidly developing third-generation sequencing technology, which can generate long nucleotide reads of molecules within a portable device in real-time. Through detecting the change of ion currency signals during a DNA/RNA fragment’s pass through a nanopore, genotypes are determined. Currently, the accuracy of nanopore basecalling has a higher error rate than the basecalling of short-read sequencing. Through utilizing deep neural networks, the-state-of-the art nanopore basecallers achieve basecalling accuracy in a range from 85% to 95%. Result In this work, we proposed a novel basecalling approach from a perspective of instance segmentation. Different from previous approaches of doing typical sequence labeling, we formulated the basecalling problem as a multi-label segmentation task. Meanwhile, we proposed a refined U-net model which we call UR-net that can model sequential dependencies for a one-dimensional segmentation task. The experiment results show that the proposed basecaller URnano achieves competitive results on the in-species data, compared to the recently proposed CTC-featured basecallers. Conclusion Our results show that formulating the basecalling problem as a one-dimensional segmentation task is a promising approach, which does basecalling and segmentation jointly.
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- 2020
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6. New R-matrices with non-additive spectral parameters and integrable models of strongly correlated fermions
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Yao-Zhong Zhang and Jason L. Werry
- Subjects
Lattice Integrable Models ,Quantum Groups ,Nuclear and particle physics. Atomic energy. Radioactivity ,QC770-798 - Abstract
Abstract We present a general formula for constructing R-matrices with non-additive spectral parameters associated with a type-I quantum superalgebra. The spectral parameters originate from two one-parameter families of inequivalent finite-dimensional irreducible representations of the quantum superalgebra upon which the R-matrix acts. Applying to the quantum superalgebra U q (gl(2|1)), we obtain the explicit expression for the U q (gl(2|1))− invariant R-matrix which is of non-difference form in spectral parameters. Using this R matrix we derive a new two-parameter integrable model of strongly correlated electrons with pure imaginary pair hopping terms.
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- 2020
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7. Enhancing breakpoint resolution with deep segmentation model: A general refinement method for read-depth based structural variant callers.
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Yao-Zhong Zhang, Seiya Imoto, Satoru Miyano, and Rui Yamaguchi
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Biology (General) ,QH301-705.5 - Abstract
Read-depths (RDs) are frequently used in identifying structural variants (SVs) from sequencing data. For existing RD-based SV callers, it is difficult for them to determine breakpoints in single-nucleotide resolution due to the noisiness of RD data and the bin-based calculation. In this paper, we propose to use the deep segmentation model UNet to learn base-wise RD patterns surrounding breakpoints of known SVs. We integrate model predictions with an RD-based SV caller to enhance breakpoints in single-nucleotide resolution. We show that UNet can be trained with a small amount of data and can be applied both in-sample and cross-sample. An enhancement pipeline named RDBKE significantly increases the number of SVs with more precise breakpoints on simulated and real data. The source code of RDBKE is freely available at https://github.com/yaozhong/deepIntraSV.
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- 2021
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8. MicroRNA-98 can serve as a diagnostic marker for congenital heart disease-associated pulmonary artery hypertension
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Yao-Zhong Zhang, Gang Li, Dao-Le Yan, Ying-Long Liu, and Ning-Ning Wang
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Medicine - Published
- 2020
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9. Bell inequalities violation within non-Bunch–Davies states
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Jun Feng, Xiaoyang Huang, Yao-Zhong Zhang, and Heng Fan
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Physics ,QC1-999 - Abstract
In this Letter, we study the quantum nature of non-Bunch–Davies states in de Sitter space by evaluating CHSH inequality on a localized two-atom system. We show that quantum nonlocality can be generated through the Markovian evolution of two-atom, witnessed by a violation of CHSH inequality on its final equilibrium state. We find that the upper bound of inequality violation is determined by different choices of de Sitter-invariant vacua sectors. In particular, with growing Gibbons–Hawking temperature, the CHSH bound degrades monotonously for Bunch–Davies vacuum sector. Due to the intrinsic correlation of non-Bunch–Davies vacua, we find that the related violation of inequality can however drastically increase after certain turning point, and may persist for arbitrarily large environment decoherence. This implies that the CHSH inequality is useful to classify the initial quantum state of the Universe. Finally, we clarify that the witnessed intrinsic correlation of non-Bunch–Davies vacua can be utilized for quantum information applications, e.g., surpassing the Heisenberg uncertainty bound of quantum measurement in de Sitter space.
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- 2018
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10. The clinicopathologic and immunohistochemical features of villoglandular adenocarcinoma of uterine cervix
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Zhuo-Ya Huang, Sisi Zhang, Yao-Zhong Zhang, Jian-Hong An, Jiao Luo, Peng-Juan Liao, Qing Chen, and Hong Shen
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Clinical stage ,clinicopathologic feature ,human papillomavirus infections ,outcome ,villoglandular adenocarcinoma ,Pathology ,RB1-214 ,Microbiology ,QR1-502 - Abstract
Aim: Villoglandular adenocarcinoma (VGA) of the uterine cervix is a variant of endocervical adenocarcinoma. However, the clinicopathologic and immunohistochemical features of VGA are still unclear. The aim of this study was to investigate the clinicopathologic and immunohistochemical features of VGA. Materials and Methods: A total of 20 VGA patients were identified among 852 patients diagnosed with cervical cancer and enrolled in this study. The immunohistochemical levels of Ki-67, P53, P16, progesterone receptor (PR), carcinoembryonic antigen (CEA), vimentin (Vim), and estrogen receptor (ER) were measured by immunohistochemistry. Results: VGA was prevalent in younger women and presented favorable prognosis. Ki-67, P16, and CEA were highly expressed in VGA tissues, while PR expression was hardly to be detected. The positive rates of Ki-67, CEA, and P16 were 90.0%, 90.0%, and 85.0%, respectively, which were significantly higher compared with PR (5.0%, P < 0.001). In addition, the positive rates of P53, Vim, and ER in VGA tissues were 55.0%, 50.0%, and 40.0%, respectively. However, the expression levels of Ki-67, P53, P16, PR, CEA, Vim, and ER were not significantly associated with clinical features (P > 0.05). Conclusion: These data indicate that VGA is a rare cervical adenocarcinoma, which is prevalent in younger women, and presents favorable prognosis. Detection of Ki-67, P53, P16, PR, CEA, Vim, and ER would be beneficial for the diagnosis of VGA.
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- 2018
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11. One loop amplitude from null string
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Ming Yu, Chi Zhang, and Yao-Zhong Zhang
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Scattering Amplitudes ,Bosonic Strings ,Conformal Field Theory ,Nuclear and particle physics. Atomic energy. Radioactivity ,QC770-798 - Abstract
Abstract We generalize the CHY formalism to one-loop level, based on the framework of the null string theory. The null string, a tensionless string theory, produces the same results as the ones from the chiral ambitwistor string theory, with the latter believed to give a string interpretation of the CHY formalism. A key feature of our formalism is the interpretation of the modular parameters. We find that the S modular transformation invariance of the ordinary string theory does not survive in the case of the null string theory. Treating the integration over the modular parameters this way enable us to derive the n-gons scattering amplitude in field theory, thus proving the n-gons conjecture.
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- 2017
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12. The Transcriptional Landscape of p53 Signalling Pathway
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Chizu Tanikawa, Yao-zhong Zhang, Ryuta Yamamoto, Yusuke Tsuda, Masami Tanaka, Yuki Funauchi, Jinichi Mori, Seiya Imoto, Rui Yamaguchi, Yusuke Nakamura, Satoru Miyano, Hidewaki Nakagawa, and Koichi Matsuda
- Subjects
p53 ,Transcriptome ,Radiation ,Keratinization ,Medicine ,Medicine (General) ,R5-920 - Abstract
Although recent cancer genomics studies have identified a large number of genes that were mutated in human cancers, p53 remains as the most frequently mutated gene. To further elucidate the p53-signalling network, we performed transcriptome analysis on 24 tissues in p53+/+ or p53−/− mice after whole-body X-ray irradiation. Here we found transactivation of a total of 3551 genes in one or more of the 24 tissues only in p53+/+ mice, while 2576 genes were downregulated. p53 mRNA expression level in each tissue was significantly associated with the number of genes upregulated by irradiation. Annotation using TCGA (The Cancer Genome Atlas) database revealed that p53 negatively regulated mRNA expression of several cancer therapeutic targets or pathways such as BTK, SYK, and CTLA4 in breast cancer tissues. In addition, stomach exhibited the induction of Krt6, Krt16, and Krt17 as well as loricrin, an epidermal differentiation marker, after the X-ray irradiation only in p53+/+ mice, implying a mechanism to protect damaged tissues by rapid induction of differentiation. Our comprehensive transcriptome analysis elucidated tissue specific roles of p53 and its signalling networks in DNA-damage response that will enhance our understanding of cancer biology.
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- 2017
- Full Text
- View/download PDF
13. Uncertainty relation in Schwarzschild spacetime
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Jun Feng, Yao-Zhong Zhang, Mark D. Gould, and Heng Fan
- Subjects
Physics ,QC1-999 - Abstract
We explore the entropic uncertainty relation in the curved background outside a Schwarzschild black hole, and find that Hawking radiation introduces a nontrivial modification on the uncertainty bound for particular observer, therefore it could be witnessed by proper uncertainty game experimentally. We first investigate an uncertainty game between a free falling observer and his static partner holding a quantum memory initially entangled with the quantum system to be measured. Due to the information loss from Hawking decoherence, we find an inevitable increase of the uncertainty on the outcome of measurements in the view of static observer, which is dependent on the mass of the black hole, the distance of observer from event horizon, and the mode frequency of quantum memory. To illustrate the generality of this paradigm, we relate the entropic uncertainty bound with other uncertainty probe, e.g., time–energy uncertainty. In an alternative game between two static players, we show that quantum information of qubit can be transferred to quantum memory through a bath of fluctuating quantum fields outside the black hole. For a particular choice of initial state, we show that the Hawking decoherence cannot counteract entanglement generation after the dynamical evolution of system, which triggers an effectively reduced uncertainty bound that violates the intrinsic limit −log2c. Numerically estimation for a proper choice of initial state shows that our result is comparable with possible real experiments. Finally, a discussion on the black hole firewall paradox in the context of entropic uncertainty relation is given.
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- 2015
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14. Bethe Ansatz Solutions to Quasi Exactly Solvable Difference Equations
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Ryu Sasaki, Wen-Li Yang, and Yao-Zhong Zhang
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Bethe ansatz solution ,quasi-exactly solvable models ,Mathematics ,QA1-939 - Abstract
Bethe ansatz formulation is presented for several explicit examples of quasi exactly solvable difference equations of one degree of freedom which are introduced recently by one of the present authors. These equations are deformation of the well-known exactly solvable difference equations of the Meixner-Pollaczek, continuous Hahn, continuous dual Hahn, Wilson and Askey-Wilson polynomials. Up to an overall factor of the so-called pseudo ground state wavefunction, the eigenfunctions within the exactly solvable subspace are given by polynomials whose roots are solutions of the associated Bethe ansatz equations. The corresponding eigenvalues are expressed in terms of these roots.
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- 2009
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15. Local Quasitriangular Hopf Algebras
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Shouchuan Zhang, Mark D. Gould, and Yao-Zhong Zhang
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Hopf algebra ,braided category ,Mathematics ,QA1-939 - Abstract
We find a new class of Hopf algebras, local quasitriangular Hopf algebras, which generalize quasitriangular Hopf algebras. Using these Hopf algebras, we obtain solutions of the Yang-Baxter equation in a systematic way. The category of modules with finite cycles over a local quasitriangular Hopf algebra is a braided tensor category.
- Published
- 2008
16. Bell inequalities violation within non-Bunch–Davies states
- Author
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Xiaoyang Huang, Jun Feng, Heng Fan, and Yao-Zhong Zhang
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Physics ,High Energy Physics - Theory ,Nuclear and High Energy Physics ,Quantum Physics ,Uncertainty principle ,Quantum decoherence ,010308 nuclear & particles physics ,De Sitter space ,CHSH inequality ,FOS: Physical sciences ,General Relativity and Quantum Cosmology (gr-qc) ,01 natural sciences ,General Relativity and Quantum Cosmology ,lcsh:QC1-999 ,Quantum nonlocality ,Arbitrarily large ,Theoretical physics ,High Energy Physics - Theory (hep-th) ,Quantum state ,0103 physical sciences ,Quantum information ,010306 general physics ,Quantum Physics (quant-ph) ,lcsh:Physics - Abstract
We study the quantum nature of non-Bunch-Davies states in de Sitter space by evaluating CHSH inequality on a localized two-atom system. We show that quantum nonlocality can be generated through the Markovian evolution of two-atom, witnessed by a violation of CHSH inequality on its final equilibrium state. We find that the upper bound of inequality violation is determined by different choices of de Sitter-invariant vacua sectors. In particular, with growing Gibbons-Hawking temperature, the CHSH bound degrades monotonously for Bunch-Davies vacuum sector. Due to the intrinsic correlation of non-Bunch-Davies vacua, we find that the related violation of inequality can however drastically increase after certain turning point, and may persist for arbitrarily large environment decoherence. This implies that the CHSH inequality is useful to classify the initial quantum state of the Universe. Finally, we clarify that the witnessed intrinsic correlation of non-Bunch-Davies vacua can be utilized for quantum information applications, e.g., surpassing the Heisenberg uncertainty bound of quantum measurement in de Sitter space., Comment: 9 pages, 4 figures, final version to appear in Physics Letters B
- Published
- 2018
17. Identification of a p53 target, CD137L, that mediates growth suppression and immune response of osteosarcoma cells
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Koichi Matsuda, Yao-zhong Zhang, Makoto Hirata, Chizu Tanikawa, Takafumi Miyamoto, Rui Yamaguchi, Varalee Yodsurang, Yusuke Tsuda, Hirotaka Kawano, Sakae Tanaka, Hidewaki Nakagawa, Hiroshi Takayanagi, Seiya Imoto, and Satoru Miyano
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0301 basic medicine ,lcsh:Medicine ,Bone Neoplasms ,Article ,Immunomodulation ,Transcriptome ,Mice ,03 medical and health sciences ,Immune system ,Cell Line, Tumor ,medicine ,Animals ,Humans ,lcsh:Science ,Gene ,Transcription factor ,Mice, Knockout ,Regulation of gene expression ,Osteosarcoma ,Multidisciplinary ,biology ,Cell growth ,lcsh:R ,medicine.disease ,Cell biology ,Gene Expression Regulation, Neoplastic ,4-1BB Ligand ,030104 developmental biology ,Immunology ,biology.protein ,lcsh:Q ,Tumor Suppressor Protein p53 ,Protein Binding ,Follistatin - Abstract
p53 encodes a transcription factor that transactivates downstream target genes involved in tumour suppression. Although osteosarcoma frequently has p53 mutations, the role of p53 in osteosarcomagenesis is not fully understood. To explore p53-target genes comprehensively in calvarial bone and find out novel druggable p53 target genes for osteosarcoma, we performed RNA sequencing using the calvarial bone and 23 other tissues from p53+/+ and p53−/− mice after radiation exposure. Of 23,813 genes, 69 genes were induced more than two-fold in irradiated p53+/+ calvarial bone, and 127 genes were repressed. Pathway analysis of the p53-induced genes showed that genes associated with cytokine-cytokine receptor interactions were enriched. Three genes, CD137L, CDC42 binding protein kinase gamma and Follistatin, were identified as novel direct p53 target genes that exhibited growth-suppressive effects on osteosarcoma cell lines. Of the three genes, costimulatory molecule Cd137l was induced only in calvarial bone among the 24 tissues tested. CD137L-expressing cells exhibited growth-suppressive effects in vivo. In addition, recombinant Fc-fusion Cd137l protein activated the immune response in vitro and suppressed osteosarcoma cell growth in vivo. We clarified the role of CD137L in osteosarcomagenesis and its potential therapeutic application. Our transcriptome analysis also indicated the regulation of the immune response through p53.
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- 2017
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18. Identification of a p53-repressed gene module in breast cancer cells
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Varalee Yodsurang, Takafumi Miyamoto, Chizu Tanikawa, Yao-zhong Zhang, Satoru Miyano, Rui Yamaguchi, Hidewaki Nakagawa, Koichi Matsuda, and Seiya Imoto
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0301 basic medicine ,Genetics ,p53 ,adriamycin ,business.industry ,Gene regulatory network ,gene module ,medicine.disease ,Genome ,DNA sequencing ,Transcriptome ,03 medical and health sciences ,030104 developmental biology ,Breast cancer ,breast cancer ,transcriptome analysis ,Oncology ,medicine ,Human genome ,business ,Gene ,Transcription factor ,Priority Research Paper - Abstract
// Takafumi Miyamoto 1 , Chizu Tanikawa 1 , Varalee Yodsurang 5 , Yao-Zhong Zhang 2 , Seiya Imoto 3 , Rui Yamaguchi 2 , Satoru Miyano 2 , Hidewaki Nakagawa 4 and Koichi Matsuda 5 1 Laboratory of Genome Technology, Human Genome Center, Institute of Medical Science, The University of Tokyo, Tokyo, Japan 2 Laboratory of DNA Information Analysis, Human Genome Center, Institute of Medical Science, The University of Tokyo, Tokyo, Japan 3 Division of Health Medical Data Science, Health Intelligence Center, Institute of Medical Science, The University of Tokyo, Tokyo, Japan 4 Laboratory for Genome Sequencing Analysis, RIKEN Center for Integrative Medical Sciences, Tokyo, Japan 5 Laboratory of Clinical Genome Sequencing, Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Tokyo, Japan Correspondence to: Koichi Matsuda, email: // Keywords : p53, breast cancer, transcriptome analysis, adriamycin, gene module Received : January 27, 2017 Accepted : May 28, 2017 Published : July 26, 2017 Abstract The p53 protein is a sophisticated transcription factor that regulates dozens of target genes simultaneously in accordance with the cellular circumstances. Although considerable efforts have been made to elucidate the functions of p53-induced genes, a holistic understanding of the orchestrated signaling network repressed by p53 remains elusive. Here, we performed a systematic analysis to identify simultaneously regulated p53-repressed genes in breast cancer cells. Consequently, 28 genes were designated as the p53-repressed gene module, whose gene components were simultaneously suppressed in breast cancer cells treated with Adriamycin. A ChIP-seq database showed that p53 does not preferably bind to the region around the transcription start site of the p53-repressed gene module elements compared with that of p53-induced genes. Furthermore, we demonstrated that p21/CDKN1A plays a pivotal role in the suppression of the p53-repressed gene module in breast cancer cells. Finally, we showed that appropriate suppression of some genes belonging to the p53-repressed gene module contributed to a better prognosis of breast cancer patients. Taken together, these findings disentangle the gene regulatory network underlying the built-in p53-mediated tumor suppression system.
- Published
- 2017
19. The Transcriptional Landscape of p53 Signalling Pathway
- Author
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Yusuke Nakamura, Ryuta Yamamoto, Rui Yamaguchi, Satoru Miyano, Koichi Matsuda, Hidewaki Nakagawa, Yao-zhong Zhang, Yuki Funauchi, Yusuke Tsuda, Chizu Tanikawa, Masami Tanaka, Jinichi Mori, and Seiya Imoto
- Subjects
0301 basic medicine ,p53 ,W, p53+/+ mice without irradiation ,Transcription, Genetic ,RNA Splicing ,Syk ,lcsh:Medicine ,Biology ,General Biochemistry, Genetics and Molecular Biology ,KX, p53−/− mice with X-ray irradiation ,Transcriptome ,Mice ,03 medical and health sciences ,Transactivation ,FPKM, fragments per kilobase of transcript per million mapped reads ,Animals ,Humans ,Keratinization ,GO, Gene ontology ,Gene ,Mice, Knockout ,Regulation of gene expression ,WX, p53+/+ mice with X-ray irradiation ,lcsh:R5-920 ,Radiation ,Gene Expression Profiling ,lcsh:R ,K, p53−/− mice without irradiation ,Computational Biology ,High-Throughput Nucleotide Sequencing ,General Medicine ,Molecular biology ,Cell biology ,Gene expression profiling ,qPCR, quantitative Polymerase Chain Reaction ,Cell Transformation, Neoplastic ,030104 developmental biology ,Gene Expression Regulation ,Loricrin ,TCGA, The Cancer Genome Atlas ,Tumor Suppressor Protein p53 ,Signal transduction ,lcsh:Medicine (General) ,DNA Damage ,Signal Transduction ,Research Paper - Abstract
Although recent cancer genomics studies have identified a large number of genes that were mutated in human cancers, p53 remains as the most frequently mutated gene. To further elucidate the p53-signalling network, we performed transcriptome analysis on 24 tissues in p53+/+ or p53−/− mice after whole-body X-ray irradiation. Here we found transactivation of a total of 3551 genes in one or more of the 24 tissues only in p53+/+ mice, while 2576 genes were downregulated. p53 mRNA expression level in each tissue was significantly associated with the number of genes upregulated by irradiation. Annotation using TCGA (The Cancer Genome Atlas) database revealed that p53 negatively regulated mRNA expression of several cancer therapeutic targets or pathways such as BTK, SYK, and CTLA4 in breast cancer tissues. In addition, stomach exhibited the induction of Krt6, Krt16, and Krt17 as well as loricrin, an epidermal differentiation marker, after the X-ray irradiation only in p53+/+ mice, implying a mechanism to protect damaged tissues by rapid induction of differentiation. Our comprehensive transcriptome analysis elucidated tissue specific roles of p53 and its signalling networks in DNA-damage response that will enhance our understanding of cancer biology., Highlights • Transcriptome analysis across 24 mouse tissues identified a total of 3551 p53-induced genes and 2576 p53-repressed genes. • p53 mRNA in each tissue was associated with the numbers of p53-induced/repressed genes. • p53 would protect gastric epithelial cells from X-ray irradiation through the induction of differentiation and keratinization p53 is the most frequently mutated tumor-suppressor that functions as a transcription factor. Transcriptome analysis of 280 samples from 24 tissues identified 3551 p53-induced and 2576 p53-repressed genes. p53 negatively regulated several cancer therapeutic targets, BTK, SYK, and CTLA4 in breast cancer tissues. Majority of X-ray responsive genes were regulated by p53 and p53 mRNA expression in each tissue was associated with the numbers of p53-induced and repressed genes, demonstrating its crucial roles in damage response. The whole-body transcriptome analysis revealed that p53 would protect gastric epithelial cells from X-ray irradiation through the induction of differentiation and keratinization.
- Published
- 2017
20. Non-classical behaviour of coherent states for systems constructed using exceptional orthogonal polynomials
- Author
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Véronique Hussin, Scott E. Hoffmann, Yao-Zhong Zhang, and Ian Marquette
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Statistics and Probability ,General Physics and Astronomy ,FOS: Physical sciences ,01 natural sciences ,010305 fluids & plasmas ,symbols.namesake ,0103 physical sciences ,010306 general physics ,Harmonic oscillator ,Eigenvalues and eigenvectors ,Mathematical Physics ,Mathematical physics ,Physics ,Quantum Physics ,Hermite polynomials ,Creation and annihilation operators ,Statistical and Nonlinear Physics ,Mathematical Physics (math-ph) ,16. Peace & justice ,Ladder operator ,Modeling and Simulation ,Orthogonal polynomials ,symbols ,Coherent states ,Quantum Physics (quant-ph) ,Schrödinger's cat - Abstract
We construct the coherent states and Schr\"odinger cat states associated with new types of ladder operators for a particular case of a rationally extended harmonic oscillator involving type III Hermite exceptional orthogonal polynomials. In addition to the coherent states of the annihilation operator, $c$, we form the linearised version, \tilde{c}, and obtain its coherent states. We find that while the coherent states defined as eigenvectors of the annihilation operator $c$ display only quantum behaviour, those of the linearised version, \tilde{c}, have position probability densities displaying distinct wavepackets oscillating and colliding in the potential. The collisions are certainly quantum, as interference fringes are produced, but the remaining evolution indicates a classical analogue., Comment: 15 pages, 10 figures
- Published
- 2017
21. Exact solution of the two-axis countertwisting Hamiltonian for the half-integer $J$ case
- Author
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Yao-Zhong Zhang, Jerry P. Draayer, and Feng Pan
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Statistics and Probability ,Physics ,Quantum Physics ,Degenerate energy levels ,FOS: Physical sciences ,Statistical and Nonlinear Physics ,Mathematical Physics (math-ph) ,01 natural sciences ,010305 fluids & plasmas ,Bethe ansatz ,symbols.namesake ,Exact solutions in general relativity ,Total angular momentum quantum number ,0103 physical sciences ,symbols ,Euler's formula ,Half-integer ,Statistics, Probability and Uncertainty ,Quantum Physics (quant-ph) ,010306 general physics ,Hamiltonian (quantum mechanics) ,Mathematical Physics ,Mathematical physics ,Boson - Abstract
Bethe ansatz solutions of the two-axis countertwisting Hamiltonian for any (integer and half-integer) $J$ are derived based on the Jordan-Schwinger (differential) boson realization of the $SU(2)$ algebra after desired Euler rotations, where $J$ is the total angular momentum quantum number of the system. It is shown that solutions to the Bethe ansatz equations can be obtained as zeros of the extended Heine-Stieltjes polynomials. Two sets of solutions, with solution number being $J+1$ and $J$ respectively when $J$ is an integer and $J+1/2$ each when $J$ is a half-integer, are obtained. Properties of the zeros of the related extended Heine-Stieltjes polynomials for half-integer $J$ cases are discussed. It is clearly shown that double degenerate level energies for half-integer $J$ are symmetric with respect to the $E=0$ axis. It is also shown that the excitation energies of the `yrast' and other `yrare' bands can all be asymptotically given by quadratic functions of $J$, especially when $J$ is large., LaTex 12 pages, 3 figures. Major cosmetic type revision. arXiv admin note: text overlap with arXiv:1609.05581
- Published
- 2016
22. Recurrence approach and higher rank polynomial algebras for superintegrable monopole systems
- Author
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Yao-Zhong Zhang, Ian Marquette, and Fazlul Hoque
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Pure mathematics ,Polynomial ,Recurrence relation ,010308 nuclear & particles physics ,010102 general mathematics ,Degenerate energy levels ,FOS: Physical sciences ,Statistical and Nonlinear Physics ,Mathematical Physics (math-ph) ,Space (mathematics) ,01 natural sciences ,Schrödinger equation ,symbols.namesake ,0103 physical sciences ,symbols ,Laguerre polynomials ,Jacobi polynomials ,0101 mathematics ,Wave function ,Mathematical Physics ,Mathematics - Abstract
We revisit the MIC-harmonic oscillator in flat space with monopole interaction and derive the polynomial algebra satisfied by the integrals of motion and its energy spectrum using the ad hoc recurrence approach. We introduce a superintegrable monopole system in generalized Taub-NUT space. The Schr\"{o}dinger equation of this model is solved in spherical coordinates in the framework of St\"{a}ckel transformation. It is shown that wave functions of the quantum system can be expressed in terms of the product of Laguerre and Jacobi polynomials. We construct ladder and shift operators based on the corresponding wave functions and obtain the recurrence formulas. By applying these recurrence relations, we construct higher order algebraically independent integrals of motion. We show the integrals form a polynomial algebra. We construct the structure functions of the polynomial algebra and obtain the degenerate energy spectra of the model., Comment: 19 pages
- Published
- 2016
23. Uncertainty relation in Schwarzschild spacetime
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Heng Fan, Jun Feng, Yao-Zhong Zhang, and Mark D. Gould
- Subjects
Physics ,High Energy Physics - Theory ,Nuclear and High Energy Physics ,Quantum Physics ,010308 nuclear & particles physics ,Event horizon ,Black hole information paradox ,White hole ,FOS: Physical sciences ,01 natural sciences ,lcsh:QC1-999 ,Black hole ,Theoretical physics ,General Relativity and Quantum Cosmology ,Classical mechanics ,High Energy Physics - Theory (hep-th) ,0103 physical sciences ,Extremal black hole ,Entropic uncertainty ,Quantum Physics (quant-ph) ,010306 general physics ,lcsh:Physics ,Black hole complementarity ,Hawking radiation - Abstract
We explore the entropic uncertainty relation in the curved background outside a Schwarzschild black hole, and find that Hawking radiation introduces a nontrivial modification on the uncertainty bound for particular observer, therefore it could be witnessed by proper uncertainty game experimentally. We first investigate an uncertainty game between a free falling observer and his static partner holding a quantum memory initially entangled with the quantum system to be measured. Due to the information loss from Hawking decoherence, we find an inevitable increase of the uncertainty on the outcome of measurements in the view of static observer, which is dependent on the mass of the black hole, the distance of observer from event horizon, and the mode frequency of quantum memory. To illustrate the generality of this paradigm, we relate the entropic uncertainty bound with other uncertainty probe, e.g., time-energy uncertainty. In an alternative game between two static players, we show that quantum information of qubit can be transferred to quantum memory through a bath of fluctuating quantum fields outside the black hole. For a particular choice of initial state, we show that the Hawking decoherence cannot counteract entanglement generation after the dynamical evolution of system, which triggers an effectively reduced uncertainty bound that violates the intrinsic limit $-\log_2c$. Numerically estimation for a proper choice of initial state shows that our result is comparable with possible real experiments. Finally, a discussion on the black hole firewall paradox in the context of entropic uncertainty relation is given., 11 pages, 2figures. Minor typos corrected, references and comment on the black hole firewall added. Matches the version to appear in Physics Letters B
- Published
- 2015
24. Exact solutions to relativistic singular fractional power potentials
- Author
-
Davids Agboola and Yao-Zhong Zhang
- Subjects
Statistics and Probability ,Physics ,Quantum Physics ,Nonlinear Sciences - Exactly Solvable and Integrable Systems ,FOS: Physical sciences ,General Physics and Astronomy ,Statistical and Nonlinear Physics ,Mathematical Physics (math-ph) ,Fermion ,Fractional power ,Set (abstract data type) ,symbols.namesake ,Algebraic equation ,Modeling and Simulation ,Dirac equation ,Bounded function ,symbols ,Limit (mathematics) ,Exactly Solvable and Integrable Systems (nlin.SI) ,Quantum Physics (quant-ph) ,Mathematical Physics ,Mathematical physics - Abstract
We present (exact) solutions of the Dirac equation with equally mixed interactions for a single fermion bounded by the family of fractional power singular potentials. Closed-form expressions as well as numerical values for the energies were obtained. The wave functions and the allowed values of the potential parameters for the first two members of the family are obtained in terms of a set of algebraic equations. The non relativistic limit is also discussed and using the Hellmann-Feynmann theorem, some useful expectation values are obtained., 15 Pages, 16 Figures, 2 Tables. In press JPA
- Published
- 2013
25. Determinant representations for scalar products of the XXZ Gaudin model with general boundary terms
- Author
-
Yao-Zhong Zhang, Kun Hao, Zhan-Ying Yang, Wen-Li Yang, Heng Fan, Ke Wu, and Si-Yuan Liu
- Subjects
Physics ,High Energy Physics - Theory ,Nuclear and High Energy Physics ,Nonlinear Sciences::Exactly Solvable and Integrable Systems ,High Energy Physics - Theory (hep-th) ,Quantum electrodynamics ,Scalar (mathematics) ,FOS: Physical sciences ,Mathematical Physics (math-ph) ,Mathematical Physics ,Bethe ansatz ,Mathematical physics - Abstract
We obtain the determinant representations of the scalar products for the XXZ Gaudin model with generic non-diagonal boundary terms., Latex file, 17 pages
- Published
- 2012
26. Drinfeld twists of the open XXZ chain with non-diagonal boundary terms
- Author
-
Wen-Li Yang and Yao-Zhong Zhang
- Subjects
Physics ,High Energy Physics - Theory ,Nuclear and High Energy Physics ,Diagonal ,FOS: Physical sciences ,Mathematical Physics (math-ph) ,Polarization (waves) ,Spin chain ,High Energy Physics - Theory (hep-th) ,Quantum electrodynamics ,Free form ,Eigenvalues and eigenvectors ,Mathematical Physics ,Mathematical physics - Abstract
The Drinfeld twists or factorizing F-matrices for the open XXZ spin chain with non-diagonal boundary terms are constructed. It is shown that in the F-basis the two sets of pseudo-particle creation operators simultaneously take completely symmetric and polarization free form. The explicit and completely symmetric expressions of the two sets of Bethe states of the model are obtained., Latex file, 25 pages
- Published
- 2010
27. Polynomial algebras and exact solutions of general quantum non-linear optical models II: Multi-mode boson systems
- Author
-
Yuan-Harng Lee, Wen-Li Yang, and Yao-Zhong Zhang
- Subjects
Statistics and Probability ,Condensed Matter::Quantum Gases ,High Energy Physics - Theory ,Statistical Mechanics (cond-mat.stat-mech) ,Nonlinear Sciences - Exactly Solvable and Integrable Systems ,FOS: Physical sciences ,General Physics and Astronomy ,Statistical and Nonlinear Physics ,Mathematical Physics (math-ph) ,High Energy Physics - Theory (hep-th) ,Modeling and Simulation ,Exactly Solvable and Integrable Systems (nlin.SI) ,Mathematical Physics ,Condensed Matter - Statistical Mechanics - Abstract
We present higher order polynomial algebras which are the dynamical symmetry algebras of a wide class of multi-mode boson systems in non-linear optics. We construct their unitary representations and the corresponding single-variable differential operator realizations. We then use the results to obtain exact (Bethe ansatz) solutions to the multi-mode boson systems, including the BEC models as special cases., LaTex 14 pages, no figure; Version 2, to appear in J. Phys. A: Math. Theor
- Published
- 2010
28. Polynomial algebras and exact solutions of general quantum non-linear optical models I: Two-mode boson systems
- Author
-
Yao-Zhong Zhang, Yuan-Harng Lee, and Wen-Li Yang
- Subjects
Statistics and Probability ,High Energy Physics - Theory ,Polynomial ,FOS: Physical sciences ,General Physics and Astronomy ,Bethe ansatz ,Lie algebra ,Mathematical Physics ,Condensed Matter - Statistical Mechanics ,Mathematical physics ,Boson ,Physics ,Condensed Matter::Quantum Gases ,Quantum Physics ,Statistical Mechanics (cond-mat.stat-mech) ,Nonlinear Sciences - Exactly Solvable and Integrable Systems ,Statistical and Nonlinear Physics ,Mathematical Physics (math-ph) ,Supersymmetry ,Differential operator ,Nonlinear system ,Unitary representation ,High Energy Physics - Theory (hep-th) ,Modeling and Simulation ,Exactly Solvable and Integrable Systems (nlin.SI) ,Quantum Physics (quant-ph) - Abstract
We introduce higher order polynomial deformations of $A_1$ Lie algebra. We construct their unitary representations and the corresponding single-variable differential operator realizations. We then use the results to obtain exact (Bethe ansatz) solutions to a class of 2-mode boson systems, including the Boson-Einstein Condensate models as special cases. Up to an overall factor, the eigenfunctions of the 2-mode boson systems are given by polynomials whose roots are solutions of the associated Bethe ansatz equations. The corresponding eigenvalues are expressed in terms of these roots. We also establish the spectral equivalence between the BEC models and certain quasi-exactly solvable Sch\"ordinger potentials., Comment: 20 pages, final version to appear in J. Phys. A: Math. Theor.
- Published
- 2010
29. Partition function of the eight-vertex model with domain wall boundary condition
- Author
-
Wen-Li Yang and Yao-Zhong Zhang
- Subjects
High Energy Physics - Theory ,Partition function (quantum field theory) ,Statistical Mechanics (cond-mat.stat-mech) ,Nonlinear Sciences - Exactly Solvable and Integrable Systems ,Mathematical analysis ,Eight-vertex model ,FOS: Physical sciences ,Statistical and Nonlinear Physics ,Expression (computer science) ,Square lattice ,Domain wall (string theory) ,High Energy Physics - Theory (hep-th) ,Boundary value problem ,Limit (mathematics) ,Exactly Solvable and Integrable Systems (nlin.SI) ,Trigonometry ,Mathematical Physics ,Condensed Matter - Statistical Mechanics ,Mathematics - Abstract
We derive the recursive relations of the partition function for the eight-vertex model on an $N\times N$ square lattice with domain wall boundary condition. Solving the recursive relations, we obtain the explicit expression of the domain wall partition function of the model. In the trigonometric/rational limit, our results recover the corresponding ones for the six-vertex model., Latex file, 20 pages; V2, references added
- Published
- 2009
30. Free field realization of current superalgebra $gl(m|n)_k$
- Author
-
Wen-Li Yang, Xin Liu, and Yao-Zhong Zhang
- Subjects
Physics ,High Energy Physics - Theory ,Conformal field theory ,FOS: Physical sciences ,Statistical and Nonlinear Physics ,Mathematical Physics (math-ph) ,Free field ,Superalgebra ,High Energy Physics - Theory (hep-th) ,Conformal symmetry ,Stress–energy tensor ,Tensor ,Linear combination ,Realization (systems) ,Mathematical Physics ,Mathematical physics - Abstract
We construct the free field representation of the affine currents, energy-momentum tensor and screening currents of the first kind of the current superalgebra $gl(m|n)_k$ uniformly for $m=n$ and $m\neq n$. The energy-momentum tensor is given by a linear combination of two Sugawara tensors associated with the two independent quadratic Casimir elements of $gl(m|n)$., Latex file, 15 pages
- Published
- 2008
31. Bethe Ansatz Solutions to Quasi Exactly Solvable Difference Equations
- Author
-
Ryu Sasaki, Yao-Zhong Zhang, and Wen-Li Yang
- Subjects
High Energy Physics - Theory ,Thirring model ,Bethe ansatz solution ,Mathematics::Classical Analysis and ODEs ,FOS: Physical sciences ,Bethe ansatz ,Wave function ,Eigenvalues and eigenvectors ,Mathematical Physics ,Mathematics ,Ansatz ,Mathematical physics ,Quantum Physics ,Nonlinear Sciences - Exactly Solvable and Integrable Systems ,lcsh:Mathematics ,Mathematical analysis ,Mathematical Physics (math-ph) ,Eigenfunction ,lcsh:QA1-939 ,quasi-exactly solvable models ,High Energy Physics - Theory (hep-th) ,Geometry and Topology ,Exactly Solvable and Integrable Systems (nlin.SI) ,Ground state ,Quantum Physics (quant-ph) ,Analysis ,Subspace topology - Abstract
Bethe ansatz formulation is presented for several explicit examples of quasi exactly solvable difference equations of one degree of freedom which are introduced recently by one of the present authors. These equations are deformation of the well-known exactly solvable difference equations of the Meixner-Pollaczek, continuous Hahn, continuous dual Hahn, Wilson and Askey-Wilson polynomials. Up to an overall factor of the so-called pseudo ground state wavefunction, the eigenfunctions within the exactly solvable subspace are given by polynomials whose roots are solutions of the associated Bethe ansatz equations. The corresponding eigenvalues are expressed in terms of these roots.
- Published
- 2008
32. Classification of Quiver Hopf Algebras and Pointed Hopf Algebras of Type One
- Author
-
Hui-Xiang Chen, Yao-Zhong Zhang, and Shouchuan Zhang
- Subjects
Pure mathematics ,Quantum group ,General Mathematics ,Non-associative algebra ,Mathematics::Rings and Algebras ,Universal enveloping algebra ,Representation theory of Hopf algebras ,Quasitriangular Hopf algebra ,Hopf algebra ,Quadratic algebra ,Algebra ,Mathematics::Quantum Algebra ,Mathematics - Quantum Algebra ,FOS: Mathematics ,Quantum Algebra (math.QA) ,Nest algebra ,Mathematics::Representation Theory ,16W30, 16G10 ,Mathematics - Abstract
The quiver Hopf algebras are classified by means of ramification systems with irreducible representations. This leads to the classification of Nichols algebras over group algebras and pointed Hopf algebras of type one., 19 pages; To appear in Bulletin of the Australian Mathematical Society
- Published
- 2008
33. Multiple reference states and complete spectrum of the $Z_n$ Belavin model with open boundaries
- Author
-
Wen-Li Yang and Yao-Zhong Zhang
- Subjects
Physics ,High Energy Physics - Theory ,Nuclear and High Energy Physics ,Nonlinear Sciences - Exactly Solvable and Integrable Systems ,Spectrum (functional analysis) ,Boundary (topology) ,FOS: Physical sciences ,Mathematical Physics (math-ph) ,Transfer matrix ,Bethe ansatz ,Set (abstract data type) ,State structure ,Nonlinear Sciences::Exactly Solvable and Integrable Systems ,High Energy Physics - Theory (hep-th) ,Quantum electrodynamics ,Limit (mathematics) ,Exactly Solvable and Integrable Systems (nlin.SI) ,Eigenvalues and eigenvectors ,Mathematical Physics ,Mathematical physics - Abstract
The multiple reference state structure of the $\Z_n$ Belavin model with non-diagonal boundary terms is discovered. It is found that there exist $n$ reference states, each of them yields a set of eigenvalues and Bethe Ansatz equations of the transfer matrix. These $n$ sets of eigenvalues together constitute the complete spectrum of the model. In the quasi-classic limit, they give the complete spectrum of the corresponding Gaudin model., Latex file, 24 pages
- Published
- 2007
34. Determinant Representation of Correlation Functions for the $U_q(gl(1|1))$ Free Fermion Model
- Author
-
Wen-Li Yang, Shao-You Zhao, and Yao-Zhong Zhang
- Subjects
Physics ,High Energy Physics - Theory ,Statistical Mechanics (cond-mat.stat-mech) ,Strongly Correlated Electrons (cond-mat.str-el) ,Nonlinear Sciences - Exactly Solvable and Integrable Systems ,Scalar (mathematics) ,Representation (systemics) ,FOS: Physical sciences ,Statistical and Nonlinear Physics ,Mathematical Physics (math-ph) ,Fermion ,Correlation ,Condensed Matter - Strongly Correlated Electrons ,High Energy Physics - Theory (hep-th) ,Exactly Solvable and Integrable Systems (nlin.SI) ,Condensed Matter - Statistical Mechanics ,Mathematical Physics ,Mathematical physics - Abstract
With the help of the factorizing $F$-matrix, the scalar products of the $U_q(gl(1|1))$ free fermion model are represented by determinants. By means of these results, we obtain the determinant representations of correlation functions of the model., Latex File, 20 pages, V.3: some discussions are added, V.4 Reference update, this version will appear in J. Math. Phys
- Published
- 2005
35. Exact solution of the $A^{(1)}_{n-1}$ trigonometric vertex model with non-diagonal open boundaries
- Author
-
Yao-Zhong Zhang and Wen-Li Yang
- Subjects
Physics ,High Energy Physics - Theory ,Nuclear and High Energy Physics ,Nonlinear Sciences - Exactly Solvable and Integrable Systems ,Diagonal ,FOS: Physical sciences ,Mathematical Physics (math-ph) ,Transfer matrix ,Bethe ansatz ,Exact solutions in general relativity ,Nonlinear Sciences::Exactly Solvable and Integrable Systems ,High Energy Physics - Theory (hep-th) ,Vertex model ,Exactly Solvable and Integrable Systems (nlin.SI) ,Algebraic number ,Trigonometry ,Eigenvalues and eigenvectors ,Mathematical Physics ,Mathematical physics - Abstract
The $A^{(1)}_{n-1}$ trigonometric vertex model with {\it generic non-diagonal} boundaries is studied. The double-row transfer matrix of the model is diagonalized by algebraic Bethe ansatz method in terms of the intertwiner and the corresponding face-vertex relation. The eigenvalues and the corresponding Bethe ansatz equations are obtained., Latex file, 25 pages; V2: minor typos corrected, the version appears in JHEP
- Published
- 2004
36. Non-diagonal solutions of the reflection equation for the trigonometric $A^{(1)}_{n-1}$ vertex model
- Author
-
Wen-Li Yang and Yao-Zhong Zhang
- Subjects
Physics ,High Energy Physics - Theory ,Nuclear and High Energy Physics ,Reflection formula ,Pure mathematics ,Nonlinear Sciences - Exactly Solvable and Integrable Systems ,Diagonal ,Inverse ,Boundary (topology) ,FOS: Physical sciences ,Mathematical Physics (math-ph) ,Matrix (mathematics) ,Integer ,High Energy Physics - Theory (hep-th) ,Vertex model ,Trigonometry ,Exactly Solvable and Integrable Systems (nlin.SI) ,Mathematical Physics - Abstract
We obtain a class of non-diagonal solutions of the reflection equation for the trigonometric $A^{(1)}_{n-1}$ vertex model. The solutions can be expressed in terms of intertwinner matrix and its inverse, which intertwine two trigonometric R-matrices. In addition to a {\it discrete} (positive integer) parameter $l$, $1\leq l\leq n$, the solution contains $n+2$ {\it continuous} boundary parameters., Latex file, 14 pages; V2, minor typos corrected and a reference added
- Published
- 2004
37. Exact solution of the XXZ Gaudin model with generic open boundaries
- Author
-
Mark D. Gould, Yao-Zhong Zhang, and Wen-Li Yang
- Subjects
Physics ,High Energy Physics - Theory ,Nuclear and High Energy Physics ,Reflection formula ,Integrable system ,Nonlinear Sciences - Exactly Solvable and Integrable Systems ,Nuclear Theory ,FOS: Physical sciences ,Mathematical Physics (math-ph) ,Bethe ansatz ,Nuclear Theory (nucl-th) ,Exact solutions in general relativity ,Nonlinear Sciences::Exactly Solvable and Integrable Systems ,High Energy Physics - Theory (hep-th) ,Condensed Matter::Strongly Correlated Electrons ,Exactly Solvable and Integrable Systems (nlin.SI) ,Algebraic number ,Nuclear theory ,Eigenvalues and eigenvectors ,Mathematical Physics ,Mathematical physics - Abstract
The XXZ Gaudin model with {\it generic} integerable boundaries specified by generic {\it non-diagonal} K-matrices is studied. The commuting families of Gaudin operators are diagonalized by the algebraic Bethe ansatz method. The eigenvalues and the corresponding Bethe ansatz equations are obtained., Latex file, 17 pages;V2:minor typos corrected, references updated and a discussion added
- Published
- 2004
38. Coherent State Construction of Representations of osp(2|2) and Primary Fields of osp(2|2) Conformal Field Theory
- Author
-
Yao-Zhong Zhang
- Subjects
Physics ,High Energy Physics - Theory ,Current (mathematics) ,Conformal field theory ,FOS: Physical sciences ,General Physics and Astronomy ,Disordered Systems and Neural Networks (cond-mat.dis-nn) ,Mathematical Physics (math-ph) ,Condensed Matter - Disordered Systems and Neural Networks ,Superalgebra ,High Energy Physics::Theory ,Nonlinear Sciences::Exactly Solvable and Integrable Systems ,High Energy Physics - Theory (hep-th) ,Irreducible representation ,Mathematics::Quantum Algebra ,Standard basis ,Coherent states ,Mathematics::Representation Theory ,Mathematical Physics ,Mathematical physics ,S-matrix - Abstract
Representations of the superalgebra $osp(2|2)$ and current superalgebra $osp(2|2)^{(1)}_k$ in the standard basis are investigated. All finite-dimensional typical and atypical representations of $osp(2|2)$ are constructed by the vector coherent state method. Primary fields of the non-unitary conformal field theory associated with $osp(2|2)^{(1)}_k$ in the standard basis are constructed for arbitrary level $k$., 12 pages, cosmetic changes, to appear in Phys. Lett. A
- Published
- 2003
39. Braided m-Lie Algebras
- Author
-
Shouchuan Zhang and Yao-Zhong Zhang
- Subjects
Pure mathematics ,Statistical and Nonlinear Physics ,Lie superalgebra ,Mathematics - Rings and Algebras ,Hopf algebra ,Mathematics::Geometric Topology ,Multiplication (music) ,Matrix (mathematics) ,Matrix algebra ,Rings and Algebras (math.RA) ,Mathematics::Category Theory ,Mathematics::Quantum Algebra ,Lie algebra ,Mathematics - Quantum Algebra ,FOS: Mathematics ,Quantum Algebra (math.QA) ,Algebra over a field ,Connection (algebraic framework) ,16W30, 17B37 ,Mathematical Physics ,Mathematics - Abstract
Braided m-Lie algebras induced by multiplication are introduced, which generalize Lie algebras, Lie color algebras and quantum Lie algebras. The necessary and sufficient conditions for the braided m-Lie algebras to be strict Jacobi braided Lie algebras are given. Two classes of braided m-Lie algebras are given, which are generalized matrix braided m-Lie algebras and braided m-Lie subalgebras of $End_F M$, where $M$ is a Yetter-Drinfeld module over $B$ with dim $B< \infty $ . In particular, generalized classical braided m-Lie algebras $sl_{q, f}(GM_G(A), F)$ and $osp_{q, t} (GM_G(A), M, F)$ of generalized matrix algebra $GM_G(A)$ are constructed and their connection with special generalized matrix Lie superalgebra $sl_{s, f}(GM_{{\bf Z}_2}(A^s), F)$ and orthosymplectic generalized matrix Lie super algebra $osp_{s, t} (GM_{{\bf Z}_2}(A^s), M^s, F)$ are established. The relationship between representations of braided m-Lie algebras and their associated algebras are established., 14 pages
- Published
- 2003
40. Finite matrix model of quantum Hall fluids on $S^2$
- Author
-
Chen, Yx, Gould, Md, and Yao-Zhong Zhang
- Subjects
High Energy Physics - Theory ,High Energy Physics - Theory (hep-th) ,FOS: Physical sciences ,Condensed Matter::Mesoscopic Systems and Quantum Hall Effect - Abstract
Based on Haldane's spherical geometrical formalism of two-dimensional quantum Hall fluids, the relation between the noncommutative geometry of $S^2$ and the two-dimensional quantum Hall fluids is exhibited. If the number of particles $N$ is infinitely large, two-dimensional quantum Hall physics can be precisely described in terms of the noncommutative U(1) Chern-Simons theory proposed by Susskind, like in the case of plane. However, for the finite number of particles on two-sphere, the matrix-regularized version of noncommutative U(1) Chern-Simons theory involves in spinor oscillators. We establish explicitly such a finite matrix model on two-sphere as an effective description of fractional quantum Hall fluids of finite extent. The complete sets of physical quantum states of this matrix model are determined, and the properties of quantum Hall fluids related to them are discussed. We also describe how the low-lying excitations are constructed in terms of quasiparticle and quasihole excitations in the matrix model. It is shown that there consistently exists a Haldane's hierarchical structure of two-dimensional quantum Hall fluid states in the matrix model. These hierarchical fluid states are generated by the parent fluid state for particles by condensing the quasiparticle and quasihole excitations level by level, without any requirement of modifications of the matrix model., LaTex file, 19 pages
- Published
- 2003
41. $gl(2|2)$ Current Superalgebra and Non-unitary Conformal Field Theory
- Author
-
Yao-Zhong Zhang, Mark D. Gould, and Xiang-Mao Ding
- Subjects
Physics ,High Energy Physics - Theory ,Current (mathematics) ,Conformal field theory ,Dirac (software) ,Condensed Matter (cond-mat) ,General Physics and Astronomy ,FOS: Physical sciences ,Basis (universal algebra) ,Condensed Matter ,Free field ,Unitary state ,Superalgebra ,High Energy Physics - Theory (hep-th) ,Tensor (intrinsic definition) ,Mathematics::Quantum Algebra ,Mathematical physics - Abstract
Motivated by application of current superalgebras in the study of disordered systems such as the random XY and Dirac models, we investigate $gl(2|2)$ current superalgebra at general level $k$. We construct its free field representation and corresponding Sugawara energy-momentum tensor in the non-standard basis. Three screen currents of the first kind are also presented., LaTex file 11 pages
- Published
- 2002
42. On osp(2|2) conformal field theories
- Author
-
Courtney J. Mewton, Mark D. Gould, Xiang-Mao Ding, and Yao-Zhong Zhang
- Subjects
Physics ,High Energy Physics - Theory ,Current (mathematics) ,Field (physics) ,Gaussian ,Dirac (video compression format) ,Condensed Matter (cond-mat) ,General Physics and Astronomy ,FOS: Physical sciences ,Statistical and Nonlinear Physics ,Conformal map ,Condensed Matter ,Free field ,symbols.namesake ,High Energy Physics::Theory ,High Energy Physics - Theory (hep-th) ,General level ,Mathematics::Quantum Algebra ,symbols ,Ising model ,Mathematics::Representation Theory ,Mathematical Physics ,Mathematical physics - Abstract
We study the conformal field theories corresponding to current superalgebras $osp(2|2)^{(1)}_k$ and $osp(2|2)^{(2)}_k$. We construct the free field realizations, screen currents and primary fields of these current superalgebras at general level $k$. All the results for $osp(2|2)^{(2)}_k$ are new, and the results for the primary fields of $osp(2|2)^{(1)}_k$ also seem to be new. Our results are expected to be useful in the supersymmetric approach to Gaussian disordered systems such as random bond Ising model and Dirac model., LaTex file 20 pages; Title changed and modifications made
- Published
- 2002
43. Supersymmetric t-J Gaudin Models and KZ Equations
- Author
-
Yao-Zhong Zhang, Shao-You Zhao, and Mark D. Gould
- Subjects
Physics ,Nonlinear Sciences - Exactly Solvable and Integrable Systems ,General Physics and Astronomy ,FOS: Physical sciences ,Statistical and Nonlinear Physics ,Superalgebra ,Bethe ansatz ,Nonlinear Sciences::Exactly Solvable and Integrable Systems ,Mathematics::Quantum Algebra ,Boundary value problem ,Algebraic number ,Exactly Solvable and Integrable Systems (nlin.SI) ,Mathematical Physics ,Knizhnik–Zamolodchikov equations ,Mathematical physics - Abstract
Supersymmetric t-J Gaudin models with both periodic and open boundary conditions are constructed and diagonalized by means of the algebraic Bethe ansatz method. Off-shell Bethe ansatz equations of the Gaudin systems are derived, and used to construct and solve the KZ equations associated with $sl(2|1)^{(1)}$ superalgebra., LaTex 21 pages
- Published
- 2002
44. Twisted $sl(3, {\bf C})^{(2)}_k$ Current Algebra: Free Field Representation and Screening Currents
- Author
-
Mark D. Gould, Yao-Zhong Zhang, and Xiang-Mao Ding
- Subjects
Physics ,High Energy Physics - Theory ,Nuclear and High Energy Physics ,Current algebra ,FOS: Physical sciences ,Mathematical Physics (math-ph) ,Free field ,High Energy Physics - Theory (hep-th) ,Mathematics - Quantum Algebra ,FOS: Mathematics ,Quantum Algebra (math.QA) ,Entropy (arrow of time) ,Mathematical Physics ,Mathematical physics - Abstract
Motivated by applications of twisted current algebras in description of the entropy of $Ads_3$ black hole, we investigate the simplest twisted current algebra $sl(3,{\bf C})^{(2)}_k$. Free field representation of the twisted algebra and the corresponding twisted Sugawara energy-momentum tensor are obtained by using three $(\beta,\gamma)$ pairs and two scalar fields. Primary fields and two screening currents of the first kind are presented., Comment: LaTex file 12 pages; Final version for publication in Phys. Letts. B (a couple of typos on page 7 have been corrected in this version)
- Published
- 2001
45. q-deformed Supersymmetric t-J Model with a Boundary
- Author
-
Yi Zhen, Wen-Li Yang, Bo-Yu Hou, and Yao-Zhong Zhang
- Subjects
Bosonization ,Physics ,Nonlinear Sciences - Exactly Solvable and Integrable Systems ,Condensed Matter (cond-mat) ,Lattice (group) ,General Physics and Astronomy ,Boundary (topology) ,FOS: Physical sciences ,Statistical and Nonlinear Physics ,Condensed Matter ,Superalgebra ,t-J model ,Mathematics - Quantum Algebra ,Vertex (curve) ,FOS: Mathematics ,Quantum Algebra (math.QA) ,Affine transformation ,Exactly Solvable and Integrable Systems (nlin.SI) ,Quantum ,Mathematical Physics ,Mathematical physics - Abstract
The q-deformed supersymmetric t-J model on a semi-infinite lattice is diagonalized by using the level-one vertex operators of the quantum affine superalgebra $U_q[\hat{sl(2|1)}]$. We give the bosonization of the boundary states. We give an integral expression of the correlation functions of the boundary model, and derive the difference equations which they satisfy., LaTex file 18 pages
- Published
- 2001
46. Level-one Highest Weight Representation of $U_q[\hat{sl(N|1)}]$ and Bosonization of the Multi-component Super t-J Model
- Author
-
Wen-Li Yang and Yao-Zhong Zhang
- Subjects
Bosonization ,Vertex (graph theory) ,FOS: Physical sciences ,Statistical and Nonlinear Physics ,Mathematical Physics (math-ph) ,Superalgebra ,Combinatorics ,Mathematics::Quantum Algebra ,t-J model ,Mathematics - Quantum Algebra ,FOS: Mathematics ,Quantum Algebra (math.QA) ,Component (group theory) ,Affine transformation ,Representation (mathematics) ,Mathematics::Representation Theory ,Mathematical Physics ,Mathematics - Abstract
We study the level-one irreducible highest weight representations of the quantum affine superalgebra $U_q[\hat{sl(N|1)}]$, and calculate their characters and supercharacters. We obtain bosonized q-vertex operators acting on the irreducible $U_q[\hat{sl(N|1)}]$-modules and derive the exchange relations satisfied by the vertex operators. We give the bosonization of the multi-component super $t-J$ model by using the bosonized vertex operators., LaTex file 21 pages
- Published
- 2000
47. $U_q[\hat{sl(2|1)}]$ Vertex Operators, Screen Currents and Correlation Functions at Arbitrary Level
- Author
-
Yao-Zhong Zhang and Mark D. Gould
- Subjects
Pure mathematics ,FOS: Physical sciences ,Statistical and Nonlinear Physics ,Mathematical Physics (math-ph) ,Type (model theory) ,Action (physics) ,Superalgebra ,Vertex (geometry) ,Mathematics::Quantum Algebra ,Mathematics - Quantum Algebra ,FOS: Mathematics ,Quantum Algebra (math.QA) ,Affine transformation ,Representation Theory (math.RT) ,Quantum ,Mathematical Physics ,Mathematics - Representation Theory ,Mathematics - Abstract
Bosonized q-vertex operators related to the 4-dimensional evaluation modules of the quantum affine superalgebra $U_q[\hat{sl(2|1)}]$ are constructed for arbitrary level $k=\alpha$, where $\alpha\neq 0, -1$ is a complex parameter appearing in the 4-dimensional evaluation representations. They are intertwiners among the level-$\alpha$ highest weight Fock-Wakimoto modules. Screen currents which commute with the action of $U_q[\hat{sl(2|1)}]$ up to total differences are presented. Integral formulae for N-point functions of type I and type II q-vertex operators are proposed., Comment: Latex file 18 pages
- Published
- 1999
48. Sequence-specific bias correction for RNA-seq data using recurrent neural networks.
- Author
-
Yao-zhong Zhang, Rui Yamaguchi, Seiya Imoto, and Satoru Miyano
- Subjects
- *
RNA sequencing , *NUCLEOTIDE sequence , *RNA analysis , *BIG data , *DATABASES - Abstract
Background: The recent success of deep learning techniques in machine learning and artificial intelligence has stimulated a great deal of interest among bioinformaticians, who now wish to bring the power of deep learning to bare on a host of bioinformatical problems. Deep learning is ideally suited for biological problems that require automatic or hierarchical feature representation for biological data when prior knowledge is limited. In this work, we address the sequence-specific bias correction problem for RNA-seq data redusing Recurrent Neural Networks (RNNs) to model nucleotide sequences without pre-determining sequence structures. The sequence-specific bias of a read is then calculated based on the sequence probabilities estimated by RNNs, and used in the estimation of gene abundance. Result: We explore the application of two popular RNN recurrent units for this task and demonstrate that RNN-based approaches provide a flexible way to model nucleotide sequences without knowledge of predetermined sequence structures. Our experiments show that training a RNN-based nucleotide sequence model is efficient and RNN-based bias correction methods compare well with the-state-of-the-art sequence-specific bias correction method on the commonly used MAQC-III data set. Conclustions: RNNs provides an alternative and flexible way to calculate sequence-specific bias without explicitly pre-determining sequence structures. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
49. Quadratic algebra for superintegrable monopole system in a Taub-NUT space.
- Author
-
Hoque, Md Fazlul, Marquette, Ian, and Yao-Zhong Zhang
- Subjects
QUADRATIC equations ,GENERALIZATION ,QUANTUM mechanics ,SCHRODINGER equation ,CASIMIR effect - Abstract
We introduce a Hartmann system in the generalized Taub-NUT space with Abelian monopole interaction. This quantum system includes well known Kaluza-Klein monopole and MIC-Zwanziger monopole as special cases. It is shown that the corresponding Schrödinger equation of the Hamiltonian is separable in both spherical and parabolic coordinates. We obtain the integrals of motion of this superintegrable model and construct the quadratic algebra and Casimir operator. This algebra can be realized in terms of a deformed oscillator algebra and has finite dimensional unitary representations (unirreps) which provide energy spectra of the system. This result coincides with the physical spectra obtained from the separation of variables. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
50. Integrable eight-state supersymmetric $U$ model with boundary terms and its Bethe ansatz solution
- Author
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Xiang-Yu Ge, Yao-Zhong Zhang, Mark D. Gould, and Huan-Qiang Zhou
- Subjects
Physics ,Class (set theory) ,Strongly Correlated Electrons (cond-mat.str-el) ,Integrable system ,FOS: Physical sciences ,General Physics and Astronomy ,Boundary (topology) ,State (functional analysis) ,Bethe ansatz ,Condensed Matter - Strongly Correlated Electrons ,Boundary model ,Reflection (mathematics) ,Nonlinear Sciences::Exactly Solvable and Integrable Systems ,Mathematical physics - Abstract
A class of integrable boundary terms for the eight-state supersymmtric $U$ model are presented by solving the graded reflection equations. The boundary model is solved by using the coordinate Bethe ansatz method and the Bethe ansatz equations are obtained., 5 pages, RevTex
- Published
- 1997
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