1
|
Zhou Z, Zhang Y, Zeng Y, Yang D, Mo J, Zheng Z, Zhang Y, Xiao P, Zhong X, Yan W. Effects of Nanomaterials on Synthesis and Degradation of the Extracellular Matrix. ACS NANO 2024; 18:7688-7710. [PMID: 38436232 DOI: 10.1021/acsnano.3c09954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/05/2024]
Abstract
Extracellular matrix (ECM) remodeling is accompanied by the continuous synthesis and degradation of the ECM components. This dynamic process plays an important role in guiding cell adhesion, migration, proliferation, and differentiation, as well as in tissue development, body repair, and maintenance of homeostasis. Nanomaterials, due to their photoelectric and catalytic properties and special structure, have garnered much attention in biomedical fields for use in processes such as tissue engineering and disease treatment. Nanomaterials can reshape the cell microenvironment by changing the synthesis and degradation of ECM-related proteins, thereby indirectly changing the behavior of the surrounding cells. This review focuses on the regulatory role of nanomaterials in the process of cell synthesis of different ECM-related proteins and extracellular protease. We discuss influencing factors and possible related mechanisms of nanomaterials in ECM remodeling, which may provide different insights into the design and development of nanomaterials for the treatment of ECM disorder-related diseases.
Collapse
Affiliation(s)
- Zhiyan Zhou
- Department of Stomatology, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Yanli Zhang
- Stomatological Hospital, School of Stomatology, Southern Medical University, Guangzhou 510260, China
| | - Yuting Zeng
- Department of Stomatology, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Dehong Yang
- Department of Orthopedics - Spinal Surgery, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Jiayao Mo
- Department of Stomatology, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Ziting Zheng
- Department of Stomatology, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Yuxin Zhang
- Department of Stomatology, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Ping Xiao
- Department of Stomatology, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Xincen Zhong
- Department of Stomatology, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Wenjuan Yan
- Department of Stomatology, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| |
Collapse
|
2
|
Lu Y, Feng N, Du Y, Yu R. Nanoparticle-Based Therapeutics to Overcome Obstacles in the Tumor Microenvironment of Hepatocellular Carcinoma. NANOMATERIALS (BASEL, SWITZERLAND) 2022; 12:nano12162832. [PMID: 36014696 PMCID: PMC9414814 DOI: 10.3390/nano12162832] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 08/15/2022] [Accepted: 08/16/2022] [Indexed: 05/09/2023]
Abstract
Hepatocellular carcinoma (HCC) is still a main health concern around the world, with a rising incidence and high mortality rate. The tumor-promoting components of the tumor microenvironment (TME) play a vital role in the development and metastasis of HCC. TME-targeted therapies have recently drawn increasing interest in the treatment of HCC. However, the short medication retention time in TME limits the efficiency of TME modulating strategies. The nanoparticles can be elaborately designed as needed to specifically target the tumor-promoting components in TME. In this regard, the use of nanomedicine to modulate TME components by delivering drugs with protection and prolonged circulation time in a spatiotemporal manner has shown promising potential. In this review, we briefly introduce the obstacles of TME and highlight the updated information on nanoparticles that modulate these obstacles. Furthermore, the present challenges and future prospects of TME modulating nanomedicines will be briefly discussed.
Collapse
Affiliation(s)
- Yuanfei Lu
- Department of Radiology, Second Affiliated Hospital, School of Medicine, Zhejiang University, 88 Jiefang Road, Hangzhou 310009, China
| | - Na Feng
- Department of Radiology, Second Affiliated Hospital, School of Medicine, Zhejiang University, 88 Jiefang Road, Hangzhou 310009, China
| | - Yongzhong Du
- Institute of Pharmaceutics, College of Pharmaceutical Sciences, Zhejiang University, 866 Yuhangtang Road, Hangzhou 310058, China
- Correspondence: (Y.D.); (R.Y.); Tel.: +86-571-88208435 (Y.D.); +86-571-87783925 (R.Y.)
| | - Risheng Yu
- Department of Radiology, Second Affiliated Hospital, School of Medicine, Zhejiang University, 88 Jiefang Road, Hangzhou 310009, China
- Correspondence: (Y.D.); (R.Y.); Tel.: +86-571-88208435 (Y.D.); +86-571-87783925 (R.Y.)
| |
Collapse
|
3
|
Giordo R, Wehbe Z, Paliogiannis P, Eid AH, Mangoni AA, Pintus G. Nano-targeting vascular remodeling in cancer: Recent developments and future directions. Semin Cancer Biol 2022; 86:784-804. [DOI: 10.1016/j.semcancer.2022.03.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Revised: 01/16/2022] [Accepted: 03/01/2022] [Indexed: 12/13/2022]
|
4
|
Ni H, Xue J, Wang F, Sun X, Niu M. Nanomedicine Approach to Immunotherapy of Hepatocellular Carcinoma. J Biomed Nanotechnol 2021; 17:771-792. [PMID: 34082866 DOI: 10.1166/jbn.2021.3055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
In recent years, the growing studies focused on the immunotherapy of hepatocellular carcinoma and proved the preclinical and clinical promises of host antitumor immune response. However, there were still various obstacles in meeting satisfactory clinic need, such as low response rate, primary resistance and secondary resistance to immunotherapy. Tackling these barriers required a deeper understanding of immune underpinnings and a broader understanding of advanced technology. This review described immune microenvironment of liver and HCC which naturally decided the complexity of immunotherapy, and summarized recent immunotherapy focusing on different points. The ever-growing clues indicated that the instant killing of tumor cell and the subsequent relive of immunosuppressive microenvironment were both indis- pensables. The nanotechnology applied in immunotherapy and the combination with intervention technology was also discussed.
Collapse
Affiliation(s)
- Hongbo Ni
- Department of Interventional Radiology, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning, 110000, China
| | - Jian Xue
- Department of Interventional Radiology, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning, 110000, China
| | - Fan Wang
- Department of Interventional Radiology, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning, 110000, China
| | - Xiaohan Sun
- Department of Interventional Radiology, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning, 110000, China
| | - Meng Niu
- Department of Interventional Radiology, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning, 110000, China
| |
Collapse
|
5
|
Lin X, Wang X, Gu Q, Lei D, Liu X, Yao C. Emerging nanotechnological strategies to reshape tumor microenvironment for enhanced therapeutic outcomes of cancer immunotherapy. Biomed Mater 2021; 16. [PMID: 33601351 DOI: 10.1088/1748-605x/abe7b3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Accepted: 02/18/2021] [Indexed: 12/12/2022]
Abstract
Immunotherapy was emerged as a novel cancer treatment in the last decade, however, efficacious responses to mono-immunotherapy have only been achieved in a relatively small portion of patients whereas combinational immunotherapies often lead to concurrent side effects. It has been proved that the tumor microenvironment (TME) is responsible for tumor immune escape and the ultimate treatment failure. Recently, both the understanding of the TME and the applications of nanotechnological strategies have achieved remarkable progresses, and reviewing the emerging immune-regulatory nanosystems may provide valuable information for specifically modulating the TME at different immune stages. In this review, we focus on comprehending the recently proposed T-cell-based tumor classification and identifying the most promising targets for different tumor phenotypes, and then summarizing the nanotechnological strategies to best target corresponding immune-related factors. For future precise personalized immunotherapy, the tailor-made TME modulation strategies conducted by well-designed nanosystems to alleviate the suppressive TME and then promote anti-tumor immune responses will significantly benefit the clinical outcomes of cancer patients.
Collapse
Affiliation(s)
- Xinyi Lin
- Xi'an Jiaotong University School of Life Science and Technology, NO. 28 Xianning Xi Road, Xi'an, Shaanxi, 710049, CHINA
| | - Xiaoyan Wang
- Fujian Agriculture and Forestry University, NO.15 Shangdian Road, Fuzhou, 350002, CHINA
| | - Qing Gu
- Xi'an Jiaotong University School of Life Science and Technology, NO.28 Xianning Xi Road, Xi'an, 710049, CHINA
| | - Dongqin Lei
- Xi'an Jiaotong University, NO.28 Xianning Xi Road, Xi'an, 710049, CHINA
| | - Xiaolong Liu
- Mengchao Hepatobiliary Hospital of Fujian Medical University, NO.312 Xihong Road, Fuzhou, Fujian, 350025, CHINA
| | - Cuiping Yao
- Xi'an Jiaotong University School of Life Science and Technology, NO.28 Xianning Xi Road, Xi'an, Shaanxi, 710049, CHINA
| |
Collapse
|
6
|
Banstola A, Jeong JH, Yook S. Immunoadjuvants for cancer immunotherapy: A review of recent developments. Acta Biomater 2020; 114:16-30. [PMID: 32777293 DOI: 10.1016/j.actbio.2020.07.063] [Citation(s) in RCA: 68] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 07/14/2020] [Accepted: 07/31/2020] [Indexed: 02/07/2023]
Abstract
Cancer immunotherapy evolved as a new treatment modality to eradicate tumor cells and has gained in popularity after its successful clinical transition. By activating antigen-presenting cells (APCs), and thus, inducing innate or adaptive immune responses, immunoadjuvants have become promising tools for cancer immunotherapy. Different types of immunoadjuvants such as toll-like receptor (TLR) agonists, exosomes, and metallic and plant-derived immunoadjuvants have been studied for their immunological effects. However, the clinical use of immunoadjuvants is limited by short response rates and various side-effects. The rapid progress made in the development of nanoparticle systems as immunoadjuvant carrier vehicles has provided potential carriers for cancer immunotherapy. In this review article, we describe different types of immunoadjuvants, their limitations, modes of action, and the reasons for their clinical adoption. In addition, we review recent progress made in the nanoparticle-based immunoadjuvant field and on the combined use of nanoparticle-based immunoadjuvants and chemotherapy, phototherapy, radiation therapy, and immune checkpoint inhibitor-based therapy. STATEMENT OF SIGNIFICANCE: Cancer immunotherapy emerged as a new hope for treating malignant tumors. Different types of immunoadjuvants serve as an important tool for cancer immunotherapy by activating an innate or adaptive immune response. Limitation of free immunoadjuvant has paved the path for the development of nanoparticle-based immunoadjuvant therapy with the hope of prolonging the therapeutic efficacy. This review highlights the recent advancement made in nanoparticle-based immunoadjuvant therapy in modulating the adaptive and innate immune system. The application of the combinatorial approach of chemotherapy, phototherapy, radiation therapy adds synergy in nanoparticle-based immunoadjuvant therapy. It will broaden the reader's understanding on the recent progress made in immunotherapy with the aid of immunoadjuvant-based nanosystem.
Collapse
Affiliation(s)
- Asmita Banstola
- College of Pharmacy, Keimyung University, Daegu, 42601, Republic of Korea
| | - Jee-Heon Jeong
- College of Pharmacy, Yeungnam University, Gyeongsan, Gyeongbuk 38541, Republic of Korea.
| | - Simmyung Yook
- College of Pharmacy, Keimyung University, Daegu, 42601, Republic of Korea.
| |
Collapse
|
7
|
Ma S, Yang X, Zhou H, Zhang C, Kang J, Sun D. Combination of CpG Oligodeoxynucleotide and Anti-4-1BB Antibody in the Treatment of Multiple Hepatocellular Carcinoma in Mice. Onco Targets Ther 2020; 13:6997-7005. [PMID: 32764990 PMCID: PMC7381816 DOI: 10.2147/ott.s260353] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 06/30/2020] [Indexed: 12/24/2022] Open
Abstract
Background To investigate the effect of topical application of CpG oligodeoxynucleotide (CpG-ODN) combined with anti-4-1BB antibodies on mouse HCC multiple tumor-bearing models and the degree of improvement of anti-tumor immune response in mice. Materials and Methods We inoculated each BALB/c male mouse subcutaneously with one tumor in the axillae of the four limbs and divided them into four groups. We only selected the tumor-bearing part of the left lower limb for drug treatment. We measured the tumor-bearing volume of mice in each group. Then, we tested the organ coefficients of mice, the concentrations of IL-12 and IFN-γ in peripheral blood, the ratio of spleen Tregs and CD8+T cells, the spleen CTL killing activity, and the survival time of mice. Results We found that the tumor-bearing volume decreased significantly after the combination of CpG-ODN and anti-4-1BB antibody (P<0.001). The organ coefficients of treated mice were not significantly different from normal mice (P>0.05). The concentration of IL-12 and IFN-in serum and the ratio of CD8+T cells in spleen were increased, while the ratio of spleen Tregs was decreased. CTL activity of spleen was increased. The survival time of mice was significantly prolonged (P<0.001). Conclusion The treatment programme combining CpG-ODN with an anti-4-1BB antibody can significantly reduce tumor growth at the treatment site, slow the growth rate of metastases and improve host prognosis.
Collapse
Affiliation(s)
- Shizhao Ma
- The Liver Disease Center of PLA, The 980th Hospital of PLA Joint Logistics Support Force, Shijiazhuang 050082, People's Republic of China
| | - Xinying Yang
- The Liver Disease Center of PLA, The 980th Hospital of PLA Joint Logistics Support Force, Shijiazhuang 050082, People's Republic of China
| | - Huifang Zhou
- The Liver Disease Center of PLA, The 980th Hospital of PLA Joint Logistics Support Force, Shijiazhuang 050082, People's Republic of China
| | - Chaoqun Zhang
- The Liver Disease Center of PLA, The 980th Hospital of PLA Joint Logistics Support Force, Shijiazhuang 050082, People's Republic of China
| | - Jiwen Kang
- The Liver Disease Center of PLA, The 980th Hospital of PLA Joint Logistics Support Force, Shijiazhuang 050082, People's Republic of China
| | - Dianxing Sun
- The Liver Disease Center of PLA, The 980th Hospital of PLA Joint Logistics Support Force, Shijiazhuang 050082, People's Republic of China
| |
Collapse
|
8
|
Nanotechnology in the arena of cancer immunotherapy. Arch Pharm Res 2020; 43:58-79. [DOI: 10.1007/s12272-020-01207-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Accepted: 01/09/2020] [Indexed: 12/14/2022]
|
9
|
|
10
|
Recent advances in applying nanotechnologies for cancer immunotherapy. J Control Release 2018; 288:239-263. [PMID: 30223043 DOI: 10.1016/j.jconrel.2018.09.010] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Revised: 09/11/2018] [Accepted: 09/12/2018] [Indexed: 12/13/2022]
Abstract
Cancer immunotherapy aimed at boosting cancer-specific immunoresponses to eradicate tumor cells has evolved as a new treatment modality. Nanoparticles incorporating antigens and immunomodulatory agents can activate immune cells and modulate the tumor microenvironment to enhance anti-tumor immunity. The nanotechnology approach has been demonstrated to be superior to standard formulations in in-vivo settings. In this article, we focus on recent advances made within the last 5 years in nanoparticle-based cancer immunotherapy, including peptide- and nucleic acid-based nanovaccines, nanomedicines containing an immunoadjuvant to activate anti-tumor immunity, nanoparticle delivery of immune checkpoint inhibitors and the combination of the above approaches. Encouraging results and new emerging nanotechnologies in drug delivery promise the continuous growth of this field and ultimately clinical translation of enhanced immunotherapy of cancer.
Collapse
|
11
|
Fabregat I, Caballero-Díaz D. Transforming Growth Factor-β-Induced Cell Plasticity in Liver Fibrosis and Hepatocarcinogenesis. Front Oncol 2018; 8:357. [PMID: 30250825 PMCID: PMC6139328 DOI: 10.3389/fonc.2018.00357] [Citation(s) in RCA: 209] [Impact Index Per Article: 34.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Accepted: 08/13/2018] [Indexed: 12/11/2022] Open
Abstract
The Transforming Growth Factor-beta (TGF-β) family plays relevant roles in the regulation of different cellular processes that are essential for tissue and organ homeostasis. In the case of the liver, TGF-β signaling participates in different stages of disease progression, from initial liver injury toward fibrosis, cirrhosis and cancer. When a chronic injury takes place, mobilization of lymphocytes and other inflammatory cells occur, thus setting the stage for persistence of an inflammatory response. Macrophages produce profibrotic mediators, among them, TGF-β, which is responsible for activation -transdifferentiation- of quiescent hepatic stellate cells (HSC) to a myofibroblast (MFB) phenotype. MFBs are the principal source of extracellular matrix protein (ECM) accumulation and prominent mediators of fibrogenesis. TGF-β also mediates an epithelial-mesenchymal transition (EMT) process in hepatocytes that may contribute, directly or indirectly, to increase the MFB population. In hepatocarcinogenesis, TGF-β plays a dual role, behaving as a suppressor factor at early stages, but contributing to later tumor progression, once cells escape from its cytostatic effects. As part of its potential pro-tumorigenic actions, TGF-β induces EMT in liver tumor cells, which increases its pro-migratory and invasive potential. In parallel, TGF-β also induces changes in tumor cell plasticity, conferring properties of a migratory tumor initiating cell (TIC). The main aim of this review is to shed light about the pleiotropic actions of TGF-β that explain its effects on the different liver cell populations. The cross-talk with other signaling pathways that contribute to TGF-β effects, in particular the Epidermal Growth Factor Receptor (EGFR), will be presented. Finally, we will discuss the rationale for targeting the TGF-β pathway in liver pathologies.
Collapse
Affiliation(s)
- Isabel Fabregat
- TGF-β and Cancer Group, Oncobell Program, Bellvitge Biomedical Research Institute, Barcelona, Spain.,Department of Physiological Sciences, School of Medicine, University of Barcelona, Barcelona, Spain.,Oncology Program, CIBEREHD, National Biomedical Research Institute on Liver and Gastrointestinal Diseases, Instituto de Salud Carlos III, Barcelona, Spain
| | - Daniel Caballero-Díaz
- TGF-β and Cancer Group, Oncobell Program, Bellvitge Biomedical Research Institute, Barcelona, Spain.,Oncology Program, CIBEREHD, National Biomedical Research Institute on Liver and Gastrointestinal Diseases, Instituto de Salud Carlos III, Barcelona, Spain
| |
Collapse
|
12
|
Wu C, Wang L, Tian Y, Guan X, Liu Q, Li S, Qin X, Yang H, Liu Y. "Triple-Punch" Anticancer Strategy Mediated by Near-Infrared Photosensitizer/CpG Oligonucleotides Dual-Dressed and Mitochondria-Targeted Nanographene. ACS APPLIED MATERIALS & INTERFACES 2018; 10:6942-6955. [PMID: 29400948 DOI: 10.1021/acsami.7b18896] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Nanomedicine-based combination therapy has sparked a growing interest in clinical disease treatment and pharmaceutical industry. In this study, a mitochondria-targeted and near-infrared (NIR) light-activable multitasking nanographene (i.e., GT/IR820/DP-CpG) was engineered to in situ trigger highly efficient "triple-punch" strategy of cancer photodynamic therapy, photothermal therapy, and immunotherapy. Modification of triphenylphosphonium on graphene made the vehicle specifically guide the NIR dye IR820 home to mitochondria, followed by lysosomes escape in a time-dependent manner. The photoactive nanocomplex generated an abundant reactive oxygen species as well as photothermal heat to ultimately kill cancer cells by inducing mitochondrial collapse and irreversible cell apoptosis upon the NIR laser irradiation. Further introduction of an immunostimulatory conjugate DP-CpG significantly promoted the secretion of proinflammatory cytokines (i.e., interleukin-6, tumor necrosis factor-α, and interferon-γ) and thus improved the immunogenicity of tumors. In vivo studies demonstrated that GT/IR820/DP-CpG remarkably inhibited tumor growth (tumor inhibition rate, ∼88%) resulting from the combinational phototherapeutic effect of IR820 and immunostimulatory activity of DP-CpG, thereby causing negligible toxic effects on mice. Our work provides a new paradigm of architecting organelle-targeted and stimulative nanocomplex for highly efficient cancer photoimmunotherapy.
Collapse
Affiliation(s)
- Chunhui Wu
- Department of Biophysics, School of Life Science and Technology, ‡Center for Information in Biomedicine, and §Center for Informational Biology, University of Electronic Science and Technology of China , Chengdu 610054, P. R. China
| | - Lianhui Wang
- Department of Biophysics, School of Life Science and Technology, ‡Center for Information in Biomedicine, and §Center for Informational Biology, University of Electronic Science and Technology of China , Chengdu 610054, P. R. China
| | - Yuan Tian
- Department of Biophysics, School of Life Science and Technology, ‡Center for Information in Biomedicine, and §Center for Informational Biology, University of Electronic Science and Technology of China , Chengdu 610054, P. R. China
| | - Xiaotian Guan
- Department of Biophysics, School of Life Science and Technology, ‡Center for Information in Biomedicine, and §Center for Informational Biology, University of Electronic Science and Technology of China , Chengdu 610054, P. R. China
| | - Qiuyue Liu
- Department of Biophysics, School of Life Science and Technology, ‡Center for Information in Biomedicine, and §Center for Informational Biology, University of Electronic Science and Technology of China , Chengdu 610054, P. R. China
| | - Shun Li
- Department of Biophysics, School of Life Science and Technology, ‡Center for Information in Biomedicine, and §Center for Informational Biology, University of Electronic Science and Technology of China , Chengdu 610054, P. R. China
| | - Xiang Qin
- Department of Biophysics, School of Life Science and Technology, ‡Center for Information in Biomedicine, and §Center for Informational Biology, University of Electronic Science and Technology of China , Chengdu 610054, P. R. China
| | - Hong Yang
- Department of Biophysics, School of Life Science and Technology, ‡Center for Information in Biomedicine, and §Center for Informational Biology, University of Electronic Science and Technology of China , Chengdu 610054, P. R. China
| | - Yiyao Liu
- Department of Biophysics, School of Life Science and Technology, ‡Center for Information in Biomedicine, and §Center for Informational Biology, University of Electronic Science and Technology of China , Chengdu 610054, P. R. China
| |
Collapse
|