Stability and Bifurcation Analysis of a Diffusive miR-9/Hes1 Network With Time Delay
In this paper, a model of miR-9/Hes1 interaction network involving one time delay and diffusion effect under the Neumann boundary conditions is studied. First of all, the stability of the positive equilibrium and the existence of local Hopf bifurcation and Turing-Hopf bifurcation are investigated by...
Saved in:
| Published in | IEEE/ACM transactions on computational biology and bioinformatics Vol. 19; no. 3; pp. 1870 - 1880 |
|---|---|
| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
United States
IEEE
01.05.2022
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1545-5963 1557-9964 1557-9964 |
| DOI | 10.1109/TCBB.2021.3050006 |
Cover
| Abstract | In this paper, a model of miR-9/Hes1 interaction network involving one time delay and diffusion effect under the Neumann boundary conditions is studied. First of all, the stability of the positive equilibrium and the existence of local Hopf bifurcation and Turing-Hopf bifurcation are investigated by analyzing the associated characteristic equation. Second, a algorithm for determining the direction, stability and period of the corresponding bifurcating periodic solutions is presented. The obtained results suggest that the quiescent progenitors (high steady-state Hes1) can be easily excited into oscillation by time delay whereas the differentiated state (low steady-state Hes1) is basically unaffected, and the integrated effect of delay and diffusion can induce the occurrence of spatially inhomogeneous patterns. More importantly, spatially homogeneous/inhomogeneous periodic solutions can exist simultaneously when the diffusion coefficients of Hes1 mRNA and Hes1 protein are appropriately small, conversely, there is only spatially homogeneous periodic solutions. Intriguingly, both temporal patterns and spatial-temporal patterns show that time delay can prompt Hes1 protein to shift from the high concentration state to the low concentration one ("ON" <inline-formula><tex-math notation="LaTeX">\rightarrow</tex-math> <mml:math><mml:mo>→</mml:mo></mml:math><inline-graphic xlink:href="liu-ieq1-3050006.gif"/> </inline-formula> "OFF"), where Hes1 protein shows low level whereas miR-9 shows high level. Finally, some numerical examples are presented to verify and visualize theoretical results. |
|---|---|
| AbstractList | In this paper, a model of miR-9/Hes1 interaction network involving one time delay and diffusion effect under the Neumann boundary conditions is studied. First of all, the stability of the positive equilibrium and the existence of local Hopf bifurcation and Turing-Hopf bifurcation are investigated by analyzing the associated characteristic equation. Second, a algorithm for determining the direction, stability and period of the corresponding bifurcating periodic solutions is presented. The obtained results suggest that the quiescent progenitors (high steady-state Hes1) can be easily excited into oscillation by time delay whereas the differentiated state (low steady-state Hes1) is basically unaffected, and the integrated effect of delay and diffusion can induce the occurrence of spatially inhomogeneous patterns. More importantly, spatially homogeneous/inhomogeneous periodic solutions can exist simultaneously when the diffusion coefficients of Hes1 mRNA and Hes1 protein are appropriately small, conversely, there is only spatially homogeneous periodic solutions. Intriguingly, both temporal patterns and spatial-temporal patterns show that time delay can prompt Hes1 protein to shift from the high concentration state to the low concentration one ("ON" → "OFF"), where Hes1 protein shows low level whereas miR-9 shows high level. Finally, some numerical examples are presented to verify and visualize theoretical results. In this paper, a model of miR-9/Hes1 interaction network involving one time delay and diffusion effect under the Neumann boundary conditions is studied. First of all, the stability of the positive equilibrium and the existence of local Hopf bifurcation and Turing-Hopf bifurcation are investigated by analyzing the associated characteristic equation. Second, a algorithm for determining the direction, stability and period of the corresponding bifurcating periodic solutions is presented. The obtained results suggest that the quiescent progenitors (high steady-state Hes1) can be easily excited into oscillation by time delay whereas the differentiated state (low steady-state Hes1) is basically unaffected, and the integrated effect of delay and diffusion can induce the occurrence of spatially inhomogeneous patterns. More importantly, spatially homogeneous/inhomogeneous periodic solutions can exist simultaneously when the diffusion coefficients of Hes1 mRNA and Hes1 protein are appropriately small, conversely, there is only spatially homogeneous periodic solutions. Intriguingly, both temporal patterns and spatial-temporal patterns show that time delay can prompt Hes1 protein to shift from the high concentration state to the low concentration one ("ON" → "OFF"), where Hes1 protein shows low level whereas miR-9 shows high level. Finally, some numerical examples are presented to verify and visualize theoretical results.In this paper, a model of miR-9/Hes1 interaction network involving one time delay and diffusion effect under the Neumann boundary conditions is studied. First of all, the stability of the positive equilibrium and the existence of local Hopf bifurcation and Turing-Hopf bifurcation are investigated by analyzing the associated characteristic equation. Second, a algorithm for determining the direction, stability and period of the corresponding bifurcating periodic solutions is presented. The obtained results suggest that the quiescent progenitors (high steady-state Hes1) can be easily excited into oscillation by time delay whereas the differentiated state (low steady-state Hes1) is basically unaffected, and the integrated effect of delay and diffusion can induce the occurrence of spatially inhomogeneous patterns. More importantly, spatially homogeneous/inhomogeneous periodic solutions can exist simultaneously when the diffusion coefficients of Hes1 mRNA and Hes1 protein are appropriately small, conversely, there is only spatially homogeneous periodic solutions. Intriguingly, both temporal patterns and spatial-temporal patterns show that time delay can prompt Hes1 protein to shift from the high concentration state to the low concentration one ("ON" → "OFF"), where Hes1 protein shows low level whereas miR-9 shows high level. Finally, some numerical examples are presented to verify and visualize theoretical results. In this paper, a model of miR-9/Hes1 interaction network involving one time delay and diffusion effect under the Neumann boundary conditions is studied. First of all, the stability of the positive equilibrium and the existence of local Hopf bifurcation and Turing-Hopf bifurcation are investigated by analyzing the associated characteristic equation. Second, a algorithm for determining the direction, stability and period of the corresponding bifurcating periodic solutions is presented. The obtained results suggest that the quiescent progenitors (high steady-state Hes1) can be easily excited into oscillation by time delay whereas the differentiated state (low steady-state Hes1) is basically unaffected, and the integrated effect of delay and diffusion can induce the occurrence of spatially inhomogeneous patterns. More importantly, spatially homogeneous/inhomogeneous periodic solutions can exist simultaneously when the diffusion coefficients of Hes1 mRNA and Hes1 protein are appropriately small, conversely, there is only spatially homogeneous periodic solutions. Intriguingly, both temporal patterns and spatial-temporal patterns show that time delay can prompt Hes1 protein to shift from the high concentration state to the low concentration one ("ON" <inline-formula><tex-math notation="LaTeX">\rightarrow</tex-math> <mml:math><mml:mo>→</mml:mo></mml:math><inline-graphic xlink:href="liu-ieq1-3050006.gif"/> </inline-formula> "OFF"), where Hes1 protein shows low level whereas miR-9 shows high level. Finally, some numerical examples are presented to verify and visualize theoretical results. In this paper, a model of miR-9/Hes1 interaction network involving one time delay and diffusion effect under the Neumann boundary conditions is studied. First of all, the stability of the positive equilibrium and the existence of local Hopf bifurcation and Turing-Hopf bifurcation are investigated by analyzing the associated characteristic equation. Second, a algorithm for determining the direction, stability and period of the corresponding bifurcating periodic solutions is presented. The obtained results suggest that the quiescent progenitors (high steady-state Hes1) can be easily excited into oscillation by time delay whereas the differentiated state (low steady-state Hes1) is basically unaffected, and the integrated effect of delay and diffusion can induce the occurrence of spatially inhomogeneous patterns. More importantly, spatially homogeneous/inhomogeneous periodic solutions can exist simultaneously when the diffusion coefficients of Hes1 mRNA and Hes1 protein are appropriately small, conversely, there is only spatially homogeneous periodic solutions. Intriguingly, both temporal patterns and spatial-temporal patterns show that time delay can prompt Hes1 protein to shift from the high concentration state to the low concentration one (“ON” [Formula Omitted] “OFF”), where Hes1 protein shows low level whereas miR-9 shows high level. Finally, some numerical examples are presented to verify and visualize theoretical results. |
| Author | Zhang, Tonghua Zhang, Yuan Li, Chengxian Liu, Haihong |
| Author_xml | – sequence: 1 givenname: Chengxian surname: Li fullname: Li, Chengxian email: 463540844@qq.com organization: School of Preparatory Education, Yunnan Minzu University, Kunming, China – sequence: 2 givenname: Haihong orcidid: 0000-0001-7651-1526 surname: Liu fullname: Liu, Haihong email: lhh2020111@163.com organization: Department of Mathematics, Yunnan Normal University, Kunming, China – sequence: 3 givenname: Tonghua orcidid: 0000-0003-0510-1428 surname: Zhang fullname: Zhang, Tonghua email: tonghuazhang@swin.edu.au organization: Department of Mathematics, Swinburne University of Technology, Melbourne, VIC, Australia – sequence: 4 givenname: Yuan orcidid: 0000-0002-8963-9526 surname: Zhang fullname: Zhang, Yuan email: zhyuan90@sina.com organization: Department of Mathematics, Yuxi Normal University, Yuxi, China |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/33417562$$D View this record in MEDLINE/PubMed |
| BookMark | eNp9kUtPGzEUha0KVCD0B1RIlaVu2Ezi98RLkrSAhKhUUnVp2TN3hOk8wPa0yr_HaQILFqzuXXznPs45QQf90ANCnymZUkr0bL1cLKaMMDrlRBJC1Ad0TKUsC62VONj2QhZSK36ETmJ8IIQJTcRHdMS5oKVU7Bit75J1vvVpg21f44VvxlDZ5IceX_S23UQf8dBgi1e-acbo_wLu_M9Cz64gUnwL6d8Q_uDfPt3jte8Ar6C1m1N02Ng2wqd9naBf37-tl1fFzY_L6-XFTVFxoVPhqNCcsKaWNbVSMyeqStu5JlI4xkQ1J9KRfKrMV1POnNN1CQo4NFpYVxI-Qee7uY9heBohJtP5WEHb2h6GMRomSiWVpExk9Osb9GEYQ_4wU6pkeZXi80x92VOj66A2j8F3NmzMi18ZKHdAFYYYAzSm8um_XSlY3xpKzDYZs03GbJMx-2Sykr5Rvgx_T3O203gAeOU1p6qcS_4M65iVOw |
| CODEN | ITCBCY |
| CitedBy_id | crossref_primary_10_1002_ame2_12394 crossref_primary_10_1016_j_chaos_2022_112659 crossref_primary_10_3390_app13042290 |
| Cites_doi | 10.1038/nature06642 10.1109/TNB.2017.2675446 10.1021/acschemneuro.7b00423 10.1038/srep21037 10.1098/rstb.1952.0012 10.1038/ncomms4399 10.1016/S0960-9822(03)00494-9 10.1038/nature02871 10.1007/s11071-014-1516-9 10.1007/s11071-013-1114-2 10.1038/nrn2037 10.1098/rsta.2006.1761 10.1007/978-1-4612-4050-1 10.1111/gtc.12009 10.1103/PhysRevE.90.052908 10.1016/j.physa.2015.03.076 10.1007/s11071-014-1438-6 10.1038/nrg1379 10.1016/j.celrep.2012.05.017 10.1038/nn.2208 10.1016/j.jtbi.2010.12.016 10.1016/S0092-8674(04)00045-5 10.1016/j.cnsns.2017.06.008 10.1016/j.nonrwa.2019.03.013 10.1007/978-1-4612-9892-2 10.1007/s10884-018-9702-y 10.1016/j.neuron.2008.02.014 10.1371/journal.pone.0017029 10.1109/TNB.2017.2669112 10.1038/nrm3591 10.1073/pnas.0901466106 10.1016/j.cell.2015.06.032 10.1007/s11071-015-1988-2 10.1038/nrg3162 10.1038/nature07228 10.1242/dev.02403 10.1016/S0014-5793(03)00279-5 10.1103/PhysRevLett.111.058104 10.1038/msb4100181 10.1142/S0218127416501674 10.1126/science.1111444 10.7554/elife.16118 10.1038/msb.2008.58 10.1007/s10867-015-9391-2 10.1142/S0218127417501942 10.1016/S0960-9822(03)00534-7 10.1098/rsif.2012.0988 10.1126/science.1242366 10.1007/s11071-016-2873-3 |
| ContentType | Journal Article |
| Copyright | Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022 |
| Copyright_xml | – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022 |
| DBID | 97E RIA RIE AAYXX CITATION CGR CUY CVF ECM EIF NPM 7QF 7QO 7QQ 7SC 7SE 7SP 7SR 7TA 7TB 7U5 8BQ 8FD F28 FR3 H8D JG9 JQ2 KR7 L7M L~C L~D P64 7X8 |
| DOI | 10.1109/TCBB.2021.3050006 |
| DatabaseName | IEEE All-Society Periodicals Package (ASPP) 2005–Present IEEE All-Society Periodicals Package (ASPP) 1998–Present IEEE Xplore Digital Library CrossRef Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed Aluminium Industry Abstracts Biotechnology Research Abstracts Ceramic Abstracts Computer and Information Systems Abstracts Corrosion Abstracts Electronics & Communications Abstracts Engineered Materials Abstracts Materials Business File Mechanical & Transportation Engineering Abstracts Solid State and Superconductivity Abstracts METADEX Technology Research Database ANTE: Abstracts in New Technology & Engineering Engineering Research Database Aerospace Database Materials Research Database ProQuest Computer Science Collection Civil Engineering Abstracts Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional Biotechnology and BioEngineering Abstracts MEDLINE - Academic |
| DatabaseTitle | CrossRef MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) Materials Research Database Civil Engineering Abstracts Aluminium Industry Abstracts Technology Research Database Computer and Information Systems Abstracts – Academic Mechanical & Transportation Engineering Abstracts Electronics & Communications Abstracts ProQuest Computer Science Collection Computer and Information Systems Abstracts Ceramic Abstracts Materials Business File METADEX Biotechnology and BioEngineering Abstracts Computer and Information Systems Abstracts Professional Aerospace Database Engineered Materials Abstracts Biotechnology Research Abstracts Solid State and Superconductivity Abstracts Engineering Research Database Corrosion Abstracts Advanced Technologies Database with Aerospace ANTE: Abstracts in New Technology & Engineering MEDLINE - Academic |
| DatabaseTitleList | MEDLINE MEDLINE - Academic Materials Research Database |
| Database_xml | – sequence: 1 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 2 dbid: EIF name: MEDLINE url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search sourceTypes: Index Database – sequence: 3 dbid: RIE name: IEEE Xplore Digital Library url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/ sourceTypes: Publisher |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Biology |
| EISSN | 1557-9964 |
| EndPage | 1880 |
| ExternalDocumentID | 33417562 10_1109_TCBB_2021_3050006 9316785 |
| Genre | orig-research Journal Article |
| GrantInformation_xml | – fundername: Yunnan Province, Young Academic and Technical Leaders Program grantid: 2019HB015 – fundername: National Natural Science Foundation of China grantid: 61903323/11762022 funderid: 10.13039/501100001809 |
| GroupedDBID | 0R~ 29I 4.4 53G 5GY 5VS 6IK 8US 97E AAJGR AAKMM AALFJ AARMG AASAJ AAWTH AAWTV ABAZT ABQJQ ABVLG ACGFO ACGFS ACIWK ACM ACPRK ADBCU ADL AEBYY AEFXT AEJOY AENEX AENSD AETIX AFRAH AFWIH AFWXC AGQYO AGSQL AHBIQ AIBXA AIKLT AKJIK AKQYR AKRVB ALMA_UNASSIGNED_HOLDINGS ASPBG ATWAV AVWKF BDXCO BEFXN BFFAM BGNUA BKEBE BPEOZ CCLIF CS3 DU5 EBS EJD FEDTE GUFHI HGAVV HZ~ I07 IEDLZ IFIPE IPLJI JAVBF LAI LHSKQ M43 O9- OCL P1C P2P PQQKQ RIA RIE RNI RNS ROL RZB TN5 XOL AAYXX CITATION AAYOK ADPZR CGR CUY CVF ECM EIF NPM RIG W7O 7QF 7QO 7QQ 7SC 7SE 7SP 7SR 7TA 7TB 7U5 8BQ 8FD F28 FR3 H8D JG9 JQ2 KR7 L7M L~C L~D P64 7X8 |
| ID | FETCH-LOGICAL-c349t-b149302fd5d1a592b4cc9a89054b224c805b03345490132bb9d7e6e3ef94ab703 |
| IEDL.DBID | RIE |
| ISSN | 1545-5963 1557-9964 |
| IngestDate | Sun Sep 28 02:12:18 EDT 2025 Mon Jun 30 05:20:13 EDT 2025 Thu Apr 03 07:04:32 EDT 2025 Sat Oct 25 04:05:13 EDT 2025 Thu Apr 24 23:12:21 EDT 2025 Wed Aug 27 02:24:37 EDT 2025 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 3 |
| Language | English |
| License | https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html https://doi.org/10.15223/policy-029 https://doi.org/10.15223/policy-037 |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c349t-b149302fd5d1a592b4cc9a89054b224c805b03345490132bb9d7e6e3ef94ab703 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 |
| ORCID | 0000-0001-7651-1526 0000-0002-8963-9526 0000-0003-0510-1428 |
| PMID | 33417562 |
| PQID | 2672805638 |
| PQPubID | 85499 |
| PageCount | 11 |
| ParticipantIDs | proquest_journals_2672805638 proquest_miscellaneous_2476565124 pubmed_primary_33417562 crossref_citationtrail_10_1109_TCBB_2021_3050006 ieee_primary_9316785 crossref_primary_10_1109_TCBB_2021_3050006 |
| PublicationCentury | 2000 |
| PublicationDate | 2022-05-01 |
| PublicationDateYYYYMMDD | 2022-05-01 |
| PublicationDate_xml | – month: 05 year: 2022 text: 2022-05-01 day: 01 |
| PublicationDecade | 2020 |
| PublicationPlace | United States |
| PublicationPlace_xml | – name: United States – name: New York |
| PublicationTitle | IEEE/ACM transactions on computational biology and bioinformatics |
| PublicationTitleAbbrev | TCBB |
| PublicationTitleAlternate | IEEE/ACM Trans Comput Biol Bioinform |
| PublicationYear | 2022 |
| Publisher | IEEE The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher_xml | – name: IEEE – name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| References | ref13 Rene (ref49) 1968 ref12 ref15 ref14 ref53 ref11 ref10 ref54 ref17 ref16 ref19 ref18 ref46 ref45 ref48 ref47 ref42 ref41 ref44 ref43 ref8 ref7 ref9 ref4 ref3 ref6 ref5 ref40 ref35 Hassard (ref52) 1981 ref34 ref37 ref36 ref31 Wu (ref50) 1996 ref30 ref33 ref32 ref2 ref1 ref39 ref38 Lewin (ref23) 2000 ref24 Hale (ref51) 1977 ref26 ref25 ref20 ref22 ref21 ref28 ref27 ref29 |
| References_xml | – ident: ref7 doi: 10.1038/nature06642 – ident: ref41 doi: 10.1109/TNB.2017.2675446 – ident: ref21 doi: 10.1021/acschemneuro.7b00423 – ident: ref26 doi: 10.1038/srep21037 – ident: ref36 doi: 10.1098/rstb.1952.0012 – ident: ref8 doi: 10.1038/ncomms4399 – ident: ref24 doi: 10.1016/S0960-9822(03)00494-9 – ident: ref6 doi: 10.1038/nature02871 – ident: ref34 doi: 10.1007/s11071-014-1516-9 – ident: ref35 doi: 10.1007/s11071-013-1114-2 – ident: ref14 doi: 10.1038/nrn2037 – ident: ref46 doi: 10.1098/rsta.2006.1761 – volume-title: Discourse on Method and the Meditations year: 1968 ident: ref49 – volume-title: Theory and Applications of Partial Differential Equations year: 1996 ident: ref50 doi: 10.1007/978-1-4612-4050-1 – ident: ref5 doi: 10.1111/gtc.12009 – ident: ref38 doi: 10.1103/PhysRevE.90.052908 – ident: ref47 doi: 10.1016/S0960-9822(03)00494-9 – ident: ref28 doi: 10.1016/j.physa.2015.03.076 – ident: ref33 doi: 10.1007/s11071-014-1438-6 – ident: ref4 doi: 10.1038/nrg1379 – ident: ref15 doi: 10.1016/j.celrep.2012.05.017 – ident: ref19 doi: 10.1038/nn.2208 – volume-title: Genes VII year: 2000 ident: ref23 – ident: ref53 doi: 10.1016/j.jtbi.2010.12.016 – ident: ref1 doi: 10.1016/S0092-8674(04)00045-5 – ident: ref27 doi: 10.1016/j.cnsns.2017.06.008 – ident: ref43 doi: 10.1016/j.nonrwa.2019.03.013 – volume-title: Theory of Functional Differential Equation year: 1977 ident: ref51 doi: 10.1007/978-1-4612-9892-2 – ident: ref32 doi: 10.1007/s10884-018-9702-y – ident: ref16 doi: 10.1016/j.neuron.2008.02.014 – ident: ref3 doi: 10.1371/journal.pone.0017029 – ident: ref25 doi: 10.1109/TNB.2017.2669112 – ident: ref54 doi: 10.1038/nrm3591 – ident: ref9 doi: 10.1073/pnas.0901466106 – ident: ref29 doi: 10.1016/j.cell.2015.06.032 – ident: ref42 doi: 10.1007/s11071-015-1988-2 – ident: ref44 doi: 10.1038/nrg3162 – ident: ref10 doi: 10.1038/nature07228 – ident: ref17 doi: 10.1242/dev.02403 – ident: ref48 doi: 10.1016/S0014-5793(03)00279-5 – ident: ref22 doi: 10.1103/PhysRevLett.111.058104 – ident: ref13 doi: 10.1038/msb4100181 – ident: ref40 doi: 10.1142/S0218127416501674 – ident: ref2 doi: 10.1126/science.1111444 – ident: ref12 doi: 10.7554/elife.16118 – ident: ref31 doi: 10.1016/j.jtbi.2010.12.016 – ident: ref11 doi: 10.1038/msb.2008.58 – volume-title: Theory and Applications of Hopf Bifurcation year: 1981 ident: ref52 – ident: ref20 doi: 10.1007/s10867-015-9391-2 – ident: ref37 doi: 10.1142/S0218127417501942 – ident: ref45 doi: 10.1016/S0960-9822(03)00534-7 – ident: ref30 doi: 10.1098/rsif.2012.0988 – ident: ref18 doi: 10.1126/science.1242366 – ident: ref39 doi: 10.1007/s11071-016-2873-3 |
| SSID | ssj0024904 |
| Score | 2.327213 |
| Snippet | In this paper, a model of miR-9/Hes1 interaction network involving one time delay and diffusion effect under the Neumann boundary conditions is studied. First... |
| SourceID | proquest pubmed crossref ieee |
| SourceType | Aggregation Database Index Database Enrichment Source Publisher |
| StartPage | 1870 |
| SubjectTerms | Algorithms Bifurcation Boundary conditions Computer Simulation Delay effects Delays Diffusion Diffusion effects Eigenvalues Eigenvectors Hes1 HES1 protein Hopf bifurcation Low level Mathematical model MicroRNAs - genetics miR-9 Models, Biological mRNA Oscillators Proteins Stability analysis Steady state time delay Time lag Turing-Hopf bifurcation |
| Title | Stability and Bifurcation Analysis of a Diffusive miR-9/Hes1 Network With Time Delay |
| URI | https://ieeexplore.ieee.org/document/9316785 https://www.ncbi.nlm.nih.gov/pubmed/33417562 https://www.proquest.com/docview/2672805638 https://www.proquest.com/docview/2476565124 |
| Volume | 19 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVIEE databaseName: IEEE Xplore Digital Library customDbUrl: eissn: 1557-9964 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0024904 issn: 1545-5963 databaseCode: RIE dateStart: 20040101 isFulltext: true titleUrlDefault: https://ieeexplore.ieee.org/ providerName: IEEE |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Lb9QwEB61lUC9lEeBBgoyEidEdvOwnfjItlQrpPaAtqK3yHZsdUXJojY5LL-eGeeBQIC4RYrzmpmMP3seH8CbJHEld0STqkxKTbVVrI2RCOTS1LpcptrR1sD5hVxe8o9X4moH3k21MM65kHzmZnQYYvn1xna0VTZXVLZdil3YLUrZ12r97KunAlUgIYJYoFUNEcw0UfPVyWKBK8EsnaFxk3_eh_s5eu9CyOyX6Sjwq_wdaoYp5-wBnI8v22eafJl1rZnZ77_1cfzfr3kIBwP2ZO97Y3kEO655DPd6NsrtIawQeIZU2S3TTc0Wa9_d9ht6bGxdwjaeaXa69r6jtHf2df0pVvOlu0vZRZ9Pzj6v22tGhSXs1N3o7RO4PPuwOlnGA-lCbHOu2tjgkilPMl-LOtVCZYZbq3SpENoZnO5tmQiToPRQqxSmMUbVhZMud15xbdB_PIW9ZtO4I2CFVEVurbG1F9xzrrxH8FbaOvPSWV1GkIyyr-zQkZyIMW6qsDJJVEWaq0hz1aC5CN5Ol3zr23H8a_AhSX0aOAg8guNRwdXww95VmSSeLoHeKILX02n81Sh-ohu36XAMLxD9IkLiETzrDWO692hPz__8zBewn1HdRMiUPIa99rZzLxHNtOZVMOMf0LLqwA |
| linkProvider | IEEE |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Lb9QwEB6VIqAXXi0QKGAkTojs5mEn8ZFtqRbo7gFtRW-R7YzFipJFbXJYfj1j54FAgLhFivOamYw_ex4fwMsowoKjo0mVOnZNtWWotM4IyMWxwTSLFbqtgcUym5_x9-fifAdej7UwiOiTz3DiDn0sv9qY1m2VTaUr2y7ENbguOOeiq9b62VlPerJAhwlCQXbVxzDjSE5XR7MZrQWTeELm7Tz0HtxMyX_nIkt-mZA8w8rfwaafdE7uwGJ43S7X5MukbfTEfP-tk-P_fs9duN2jT_amM5d7sIP1fbjR8VFu92FF0NMny26Zqis2W9v2stvSY0PzEraxTLHjtbWtS3xnX9cfQzmd41XMll1GOfu0bj4zV1rCjvFCbQ_g7OTt6mge9rQLoUm5bEJNi6Y0SmwlqlgJmWhujFSFJHCnacI3RSR0RNIjvbpAjdayyjHDFK3kSpMHeQC79abGR8DyTOapMdpUVnDLubSW4FthqsRmaFQRQDTIvjR9T3JHjXFR-rVJJEunudJpruw1F8Cr8ZJvXUOOfw3ed1IfB_YCD-BwUHDZ_7JXZZI5pi5B_iiAF-Np-tlcBEXVuGlpDM8J_xJG4gE87AxjvPdgT4___MzncGu-WpyWp--WH57AXuKqKHze5CHsNpctPiVs0-hn3qR_AEZp7g0 |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Stability+and+Bifurcation+Analysis+of+a+Diffusive+miR-9%2FHes1+Network+With+Time+Delay&rft.jtitle=IEEE%2FACM+transactions+on+computational+biology+and+bioinformatics&rft.au=Li%2C+Chengxian&rft.au=Liu%2C+Haihong&rft.au=Zhang%2C+Tonghua&rft.au=Zhang%2C+Yuan&rft.date=2022-05-01&rft.eissn=1557-9964&rft.volume=19&rft.issue=3&rft.spage=1870&rft_id=info:doi/10.1109%2FTCBB.2021.3050006&rft_id=info%3Apmid%2F33417562&rft.externalDocID=33417562 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1545-5963&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1545-5963&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1545-5963&client=summon |