Landscape and flux reveal a new global view and physical quantification of mammalian cell cycle
Cell cycles, essential for biological function, have been investigated extensively. However, enabling a global understanding and defining a physical quantification of the stability and function of the cell cycle remains challenging. Based upon a mammalian cell cycle gene network, we uncovered the un...
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Veröffentlicht in: | Proceedings of the National Academy of Sciences - PNAS 2014-09, Vol.111 (39), p.14130-14135 |
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description | Cell cycles, essential for biological function, have been investigated extensively. However, enabling a global understanding and defining a physical quantification of the stability and function of the cell cycle remains challenging. Based upon a mammalian cell cycle gene network, we uncovered the underlying Mexican hat landscape of the cell cycle. We found the emergence of three local basins of attraction and two major potential barriers along the cell cycle trajectory. The three local basins of attraction characterize the G1, S/G2, and M phases. The barriers characterize the G1 and S/G2 checkpoints, respectively, of the cell cycle, thus providing an explanation of the checkpoint mechanism for the cell cycle from the physical perspective. We found that the progression of a cell cycle is determined by two driving forces: curl flux for acceleration and potential barriers for deceleration along the cycle path. Therefore, the cell cycle can be promoted (suppressed), either by enhancing (suppressing) the flux (representing the energy input) or by lowering (increasing) the barrier along the cell cycle path. We found that both the entropy production rate and energy per cell cycle increase as the growth factor increases. This reflects that cell growth and division are driven by energy or nutrition supply. More energy input increases flux and decreases barrier along the cell cycle path, leading to faster oscillations. We also identified certain key genes and regulations for stability and progression of the cell cycle. Some of these findings were evidenced from experiments whereas others lead to predictions and potential anticancer strategies. |
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However, enabling a global understanding and defining a physical quantification of the stability and function of the cell cycle remains challenging. Based upon a mammalian cell cycle gene network, we uncovered the underlying Mexican hat landscape of the cell cycle. We found the emergence of three local basins of attraction and two major potential barriers along the cell cycle trajectory. The three local basins of attraction characterize the G1, S/G2, and M phases. The barriers characterize the G1 and S/G2 checkpoints, respectively, of the cell cycle, thus providing an explanation of the checkpoint mechanism for the cell cycle from the physical perspective. We found that the progression of a cell cycle is determined by two driving forces: curl flux for acceleration and potential barriers for deceleration along the cycle path. Therefore, the cell cycle can be promoted (suppressed), either by enhancing (suppressing) the flux (representing the energy input) or by lowering (increasing) the barrier along the cell cycle path. We found that both the entropy production rate and energy per cell cycle increase as the growth factor increases. This reflects that cell growth and division are driven by energy or nutrition supply. More energy input increases flux and decreases barrier along the cell cycle path, leading to faster oscillations. We also identified certain key genes and regulations for stability and progression of the cell cycle. Some of these findings were evidenced from experiments whereas others lead to predictions and potential anticancer strategies.</description><identifier>ISSN: 0027-8424</identifier><identifier>EISSN: 1091-6490</identifier><identifier>DOI: 10.1073/pnas.1408628111</identifier><identifier>PMID: 25228772</identifier><language>eng</language><publisher>United States: National Academy of Sciences</publisher><subject>Animals ; basins ; Bioenergetics ; Biological Sciences ; Biophysical Phenomena ; Cell cycle ; Cell Cycle - genetics ; Cell Cycle - physiology ; Cell Cycle Checkpoints - genetics ; Cell Cycle Checkpoints - physiology ; Cell Cycle Proteins - genetics ; Cell Cycle Proteins - physiology ; Cell growth ; Cellular biology ; Curl ; Cyclins ; Energy ; Gene Regulatory Networks ; Genetics ; Humans ; Landscape ecology ; landscapes ; Mammals ; Mathematical Concepts ; Mitosis ; Models, Biological ; Models, Statistical ; Nutrition ; Oscillation ; Physical Sciences ; Sensitivity analysis ; Trajectories</subject><ispartof>Proceedings of the National Academy of Sciences - PNAS, 2014-09, Vol.111 (39), p.14130-14135</ispartof><rights>copyright © 1993–2008 National Academy of Sciences of the United States of America</rights><rights>Copyright National Academy of Sciences Sep 30, 2014</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c600t-52c8781f8346a09c35d7ddea9f186a283702b05fb248841028a8d94e536da9643</citedby><cites>FETCH-LOGICAL-c600t-52c8781f8346a09c35d7ddea9f186a283702b05fb248841028a8d94e536da9643</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Uhttp://www.pnas.org/content/111/39.cover.gif</thumbnail><linktopdf>$$Uhttps://www.jstor.org/stable/pdf/43055047$$EPDF$$P50$$Gjstor$$H</linktopdf><linktohtml>$$Uhttps://www.jstor.org/stable/43055047$$EHTML$$P50$$Gjstor$$H</linktohtml><link.rule.ids>230,314,725,778,782,801,883,27907,27908,53774,53776,58000,58233</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25228772$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Li, Chunhe</creatorcontrib><creatorcontrib>Wang, Jin</creatorcontrib><title>Landscape and flux reveal a new global view and physical quantification of mammalian cell cycle</title><title>Proceedings of the National Academy of Sciences - PNAS</title><addtitle>Proc Natl Acad Sci U S A</addtitle><description>Cell cycles, essential for biological function, have been investigated extensively. However, enabling a global understanding and defining a physical quantification of the stability and function of the cell cycle remains challenging. Based upon a mammalian cell cycle gene network, we uncovered the underlying Mexican hat landscape of the cell cycle. We found the emergence of three local basins of attraction and two major potential barriers along the cell cycle trajectory. The three local basins of attraction characterize the G1, S/G2, and M phases. The barriers characterize the G1 and S/G2 checkpoints, respectively, of the cell cycle, thus providing an explanation of the checkpoint mechanism for the cell cycle from the physical perspective. We found that the progression of a cell cycle is determined by two driving forces: curl flux for acceleration and potential barriers for deceleration along the cycle path. Therefore, the cell cycle can be promoted (suppressed), either by enhancing (suppressing) the flux (representing the energy input) or by lowering (increasing) the barrier along the cell cycle path. We found that both the entropy production rate and energy per cell cycle increase as the growth factor increases. This reflects that cell growth and division are driven by energy or nutrition supply. More energy input increases flux and decreases barrier along the cell cycle path, leading to faster oscillations. We also identified certain key genes and regulations for stability and progression of the cell cycle. Some of these findings were evidenced from experiments whereas others lead to predictions and potential anticancer strategies.</description><subject>Animals</subject><subject>basins</subject><subject>Bioenergetics</subject><subject>Biological Sciences</subject><subject>Biophysical Phenomena</subject><subject>Cell cycle</subject><subject>Cell Cycle - genetics</subject><subject>Cell Cycle - physiology</subject><subject>Cell Cycle Checkpoints - genetics</subject><subject>Cell Cycle Checkpoints - physiology</subject><subject>Cell Cycle Proteins - genetics</subject><subject>Cell Cycle Proteins - physiology</subject><subject>Cell growth</subject><subject>Cellular biology</subject><subject>Curl</subject><subject>Cyclins</subject><subject>Energy</subject><subject>Gene Regulatory Networks</subject><subject>Genetics</subject><subject>Humans</subject><subject>Landscape ecology</subject><subject>landscapes</subject><subject>Mammals</subject><subject>Mathematical Concepts</subject><subject>Mitosis</subject><subject>Models, Biological</subject><subject>Models, Statistical</subject><subject>Nutrition</subject><subject>Oscillation</subject><subject>Physical Sciences</subject><subject>Sensitivity analysis</subject><subject>Trajectories</subject><issn>0027-8424</issn><issn>1091-6490</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkk1v1DAQhi1ERZfCmRPIEhcuacff9gUJVXxJK3Fpz5bXcdqsEjuNk4X99zjaZYFeevLYfuYdz_hF6A2BSwKKXQ3R5UvCQUuqCSHP0IqAIZXkBp6jFQBVleaUn6OXOW8BwAgNL9A5FZRqpegK2bWLdfZuCLgEuOnmX3gMu-A67HAMP_FdlzZls2tLvBDD_T63vpw8zC5ObVPiqU0Rpwb3ru9d17qIfeg67Pe-C6_QWeO6HF4f1wt0--XzzfW3av3j6_frT-vKS4CpEtRrpUmjGZcOjGeiVnUdnGmIlo5qpoBuQDQbyrXmBKh2ujY8CCZrZyRnF-jjQXeYN32ofYjT6Do7jG3vxr1NrrX_38T23t6lneXEEA2kCHw4CozpYQ55sn2blz5cDGnOtkCMcM4MfxqVlEpgoMzTqJAKBAMhC_r-EbpN8xjL0Ipg-VSQh9pXB8qPKecxNKcWCdjFEnaxhP1riZLx7t_JnPg_HigAPgJL5kmOEMtMESIMCvL2gGzzlMYTw8vDBXDFfgOI-sTK</recordid><startdate>20140930</startdate><enddate>20140930</enddate><creator>Li, Chunhe</creator><creator>Wang, Jin</creator><general>National Academy of Sciences</general><general>National Acad Sciences</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QG</scope><scope>7QL</scope><scope>7QP</scope><scope>7QR</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TK</scope><scope>7TM</scope><scope>7TO</scope><scope>7U9</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>H94</scope><scope>M7N</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope><scope>7S9</scope><scope>L.6</scope><scope>5PM</scope></search><sort><creationdate>20140930</creationdate><title>Landscape and flux reveal a new global view and physical quantification of mammalian cell cycle</title><author>Li, Chunhe ; Wang, Jin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c600t-52c8781f8346a09c35d7ddea9f186a283702b05fb248841028a8d94e536da9643</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Animals</topic><topic>basins</topic><topic>Bioenergetics</topic><topic>Biological Sciences</topic><topic>Biophysical Phenomena</topic><topic>Cell cycle</topic><topic>Cell Cycle - genetics</topic><topic>Cell Cycle - physiology</topic><topic>Cell Cycle Checkpoints - genetics</topic><topic>Cell Cycle Checkpoints - physiology</topic><topic>Cell Cycle Proteins - genetics</topic><topic>Cell Cycle Proteins - physiology</topic><topic>Cell growth</topic><topic>Cellular biology</topic><topic>Curl</topic><topic>Cyclins</topic><topic>Energy</topic><topic>Gene Regulatory Networks</topic><topic>Genetics</topic><topic>Humans</topic><topic>Landscape ecology</topic><topic>landscapes</topic><topic>Mammals</topic><topic>Mathematical Concepts</topic><topic>Mitosis</topic><topic>Models, Biological</topic><topic>Models, Statistical</topic><topic>Nutrition</topic><topic>Oscillation</topic><topic>Physical Sciences</topic><topic>Sensitivity analysis</topic><topic>Trajectories</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Li, Chunhe</creatorcontrib><creatorcontrib>Wang, Jin</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Immunology Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Oncogenes and Growth Factors Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Proceedings of the National Academy of Sciences - PNAS</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Li, Chunhe</au><au>Wang, Jin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Landscape and flux reveal a new global view and physical quantification of mammalian cell cycle</atitle><jtitle>Proceedings of the National Academy of Sciences - PNAS</jtitle><addtitle>Proc Natl Acad Sci U S A</addtitle><date>2014-09-30</date><risdate>2014</risdate><volume>111</volume><issue>39</issue><spage>14130</spage><epage>14135</epage><pages>14130-14135</pages><issn>0027-8424</issn><eissn>1091-6490</eissn><abstract>Cell cycles, essential for biological function, have been investigated extensively. However, enabling a global understanding and defining a physical quantification of the stability and function of the cell cycle remains challenging. Based upon a mammalian cell cycle gene network, we uncovered the underlying Mexican hat landscape of the cell cycle. We found the emergence of three local basins of attraction and two major potential barriers along the cell cycle trajectory. The three local basins of attraction characterize the G1, S/G2, and M phases. The barriers characterize the G1 and S/G2 checkpoints, respectively, of the cell cycle, thus providing an explanation of the checkpoint mechanism for the cell cycle from the physical perspective. We found that the progression of a cell cycle is determined by two driving forces: curl flux for acceleration and potential barriers for deceleration along the cycle path. Therefore, the cell cycle can be promoted (suppressed), either by enhancing (suppressing) the flux (representing the energy input) or by lowering (increasing) the barrier along the cell cycle path. We found that both the entropy production rate and energy per cell cycle increase as the growth factor increases. This reflects that cell growth and division are driven by energy or nutrition supply. More energy input increases flux and decreases barrier along the cell cycle path, leading to faster oscillations. We also identified certain key genes and regulations for stability and progression of the cell cycle. Some of these findings were evidenced from experiments whereas others lead to predictions and potential anticancer strategies.</abstract><cop>United States</cop><pub>National Academy of Sciences</pub><pmid>25228772</pmid><doi>10.1073/pnas.1408628111</doi><tpages>6</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Animals basins Bioenergetics Biological Sciences Biophysical Phenomena Cell cycle Cell Cycle - genetics Cell Cycle - physiology Cell Cycle Checkpoints - genetics Cell Cycle Checkpoints - physiology Cell Cycle Proteins - genetics Cell Cycle Proteins - physiology Cell growth Cellular biology Curl Cyclins Energy Gene Regulatory Networks Genetics Humans Landscape ecology landscapes Mammals Mathematical Concepts Mitosis Models, Biological Models, Statistical Nutrition Oscillation Physical Sciences Sensitivity analysis Trajectories |
title | Landscape and flux reveal a new global view and physical quantification of mammalian cell cycle |
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