Small molecules for cell reprogramming: a systems biology analysis
If somatic stem cells would be able to maintain their regenerative capacity over time, this might, to a great extent, resolve rejuvenation issues. Unfortunately, the pool of somatic stem cells is limited, and they undergo cell aging with a consequent loss of functionality. During the last decade, lo...
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Veröffentlicht in: | Aging (Albany, NY.) NY.), 2021-12, Vol.13 (24), p.25739-25762 |
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creator | Knyazer, Anna Bunu, Gabriela Toren, Dmitri Mracica, Teodora Bucaciuc Segev, Yael Wolfson, Marina Muradian, Khachik K Tacutu, Robi Fraifeld, Vadim E |
description | If somatic stem cells would be able to maintain their regenerative capacity over time, this might, to a great extent, resolve rejuvenation issues. Unfortunately, the pool of somatic stem cells is limited, and they undergo cell aging with a consequent loss of functionality. During the last decade, low molecular weight compounds that are able to induce or enhance cell reprogramming have been reported. They were named "Small Molecules" (SMs) and might present definite advantages compared to the exogenous introduction of stemness-related transcription factors (e.g. Yamanaka's factors). Here, we undertook a systemic analysis of SMs and their potential gene targets. Data mining and curation lead to the identification of 92 SMs. The SM targets fall into three major functional categories: epigenetics, cell signaling, and metabolic "switchers". All these categories appear to be required in each SM cocktail to induce cell reprogramming. Remarkably, many enriched pathways of SM targets are related to aging, longevity, and age-related diseases, thus connecting them with cell reprogramming. The network analysis indicates that SM targets are highly interconnected and form protein-protein networks of a scale-free topology. The extremely high contribution of hubs to network connectivity suggests that (i) cell reprogramming may require SM targets to act cooperatively, and (ii) their network organization might ensure robustness by resistance to random failures. All in all, further investigation of SMs and their relationship with longevity regulators will be helpful for developing optimal SM cocktails for cell reprogramming with a perspective for rejuvenation and life span extension. |
doi_str_mv | 10.18632/aging.203791 |
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Unfortunately, the pool of somatic stem cells is limited, and they undergo cell aging with a consequent loss of functionality. During the last decade, low molecular weight compounds that are able to induce or enhance cell reprogramming have been reported. They were named "Small Molecules" (SMs) and might present definite advantages compared to the exogenous introduction of stemness-related transcription factors (e.g. Yamanaka's factors). Here, we undertook a systemic analysis of SMs and their potential gene targets. Data mining and curation lead to the identification of 92 SMs. The SM targets fall into three major functional categories: epigenetics, cell signaling, and metabolic "switchers". All these categories appear to be required in each SM cocktail to induce cell reprogramming. Remarkably, many enriched pathways of SM targets are related to aging, longevity, and age-related diseases, thus connecting them with cell reprogramming. The network analysis indicates that SM targets are highly interconnected and form protein-protein networks of a scale-free topology. The extremely high contribution of hubs to network connectivity suggests that (i) cell reprogramming may require SM targets to act cooperatively, and (ii) their network organization might ensure robustness by resistance to random failures. All in all, further investigation of SMs and their relationship with longevity regulators will be helpful for developing optimal SM cocktails for cell reprogramming with a perspective for rejuvenation and life span extension.</description><identifier>ISSN: 1945-4589</identifier><identifier>EISSN: 1945-4589</identifier><identifier>DOI: 10.18632/aging.203791</identifier><identifier>PMID: 34919532</identifier><language>eng</language><publisher>United States: Impact Journals</publisher><subject>Cellular Reprogramming ; Cellular Senescence - physiology ; Data Mining ; Epigenesis, Genetic ; Humans ; Longevity ; Rejuvenation - physiology ; Research Paper ; Signal Transduction ; Small Molecule Libraries - metabolism ; Small Molecule Libraries - pharmacology ; Systems Biology ; Transcription Factors - metabolism</subject><ispartof>Aging (Albany, NY.), 2021-12, Vol.13 (24), p.25739-25762</ispartof><rights>Copyright: © 2021 Knyazer et al.</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c387t-6ed0c3328648d27afbc6912d51f5a32a2d0ac9fbe0c2dbe3a2c81be383a7aa713</citedby><cites>FETCH-LOGICAL-c387t-6ed0c3328648d27afbc6912d51f5a32a2d0ac9fbe0c2dbe3a2c81be383a7aa713</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8751603/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8751603/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27915,27916,53782,53784</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34919532$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Knyazer, Anna</creatorcontrib><creatorcontrib>Bunu, Gabriela</creatorcontrib><creatorcontrib>Toren, Dmitri</creatorcontrib><creatorcontrib>Mracica, Teodora Bucaciuc</creatorcontrib><creatorcontrib>Segev, Yael</creatorcontrib><creatorcontrib>Wolfson, Marina</creatorcontrib><creatorcontrib>Muradian, Khachik K</creatorcontrib><creatorcontrib>Tacutu, Robi</creatorcontrib><creatorcontrib>Fraifeld, Vadim E</creatorcontrib><title>Small molecules for cell reprogramming: a systems biology analysis</title><title>Aging (Albany, NY.)</title><addtitle>Aging (Albany NY)</addtitle><description>If somatic stem cells would be able to maintain their regenerative capacity over time, this might, to a great extent, resolve rejuvenation issues. Unfortunately, the pool of somatic stem cells is limited, and they undergo cell aging with a consequent loss of functionality. During the last decade, low molecular weight compounds that are able to induce or enhance cell reprogramming have been reported. They were named "Small Molecules" (SMs) and might present definite advantages compared to the exogenous introduction of stemness-related transcription factors (e.g. Yamanaka's factors). Here, we undertook a systemic analysis of SMs and their potential gene targets. Data mining and curation lead to the identification of 92 SMs. The SM targets fall into three major functional categories: epigenetics, cell signaling, and metabolic "switchers". All these categories appear to be required in each SM cocktail to induce cell reprogramming. Remarkably, many enriched pathways of SM targets are related to aging, longevity, and age-related diseases, thus connecting them with cell reprogramming. The network analysis indicates that SM targets are highly interconnected and form protein-protein networks of a scale-free topology. The extremely high contribution of hubs to network connectivity suggests that (i) cell reprogramming may require SM targets to act cooperatively, and (ii) their network organization might ensure robustness by resistance to random failures. All in all, further investigation of SMs and their relationship with longevity regulators will be helpful for developing optimal SM cocktails for cell reprogramming with a perspective for rejuvenation and life span extension.</description><subject>Cellular Reprogramming</subject><subject>Cellular Senescence - physiology</subject><subject>Data Mining</subject><subject>Epigenesis, Genetic</subject><subject>Humans</subject><subject>Longevity</subject><subject>Rejuvenation - physiology</subject><subject>Research Paper</subject><subject>Signal Transduction</subject><subject>Small Molecule Libraries - metabolism</subject><subject>Small Molecule Libraries - pharmacology</subject><subject>Systems Biology</subject><subject>Transcription Factors - metabolism</subject><issn>1945-4589</issn><issn>1945-4589</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVkL1PwzAQxS0EoqUwsqKMLCn-iJ2EAQkqvqRKDMBsXRwnBNlxsROk_PeEtlRleqe7p9_dPYTOCZ6TTDB6BXXT1nOKWZqTAzQlecLjhGf54V49QSchfGIsOE_EMZqwJCc5Z3SK7l4tGBNZZ7TqjQ5R5Xyk9NjyeuVd7cHakX8dQRSG0GkboqJxxtVDBC2YITThFB1VYII-2-oMvT_cvy2e4uXL4_PidhkrlqVdLHSJFWM0E0lW0hSqQomc0JKTigOjQEsMKq8KjRUtC82AqoyMmjFIAVLCZuhmw131hdWl0m3nwciVbyz4QTpo5P9J23zI2n3LLOVEYDYCLrcA7756HTppm_D7K7Ta9UFSQYgQIk3y0RpvrMq7ELyudmsIluvc5Tp3ucl99F_s37Zz_wXNfgArrYFc</recordid><startdate>20211217</startdate><enddate>20211217</enddate><creator>Knyazer, Anna</creator><creator>Bunu, Gabriela</creator><creator>Toren, Dmitri</creator><creator>Mracica, Teodora Bucaciuc</creator><creator>Segev, Yael</creator><creator>Wolfson, Marina</creator><creator>Muradian, Khachik K</creator><creator>Tacutu, Robi</creator><creator>Fraifeld, Vadim E</creator><general>Impact Journals</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>7X8</scope><scope>5PM</scope></search><sort><creationdate>20211217</creationdate><title>Small molecules for cell reprogramming: a systems biology analysis</title><author>Knyazer, Anna ; Bunu, Gabriela ; Toren, Dmitri ; Mracica, Teodora Bucaciuc ; Segev, Yael ; Wolfson, Marina ; Muradian, Khachik K ; Tacutu, Robi ; Fraifeld, Vadim E</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c387t-6ed0c3328648d27afbc6912d51f5a32a2d0ac9fbe0c2dbe3a2c81be383a7aa713</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Cellular Reprogramming</topic><topic>Cellular Senescence - physiology</topic><topic>Data Mining</topic><topic>Epigenesis, Genetic</topic><topic>Humans</topic><topic>Longevity</topic><topic>Rejuvenation - physiology</topic><topic>Research Paper</topic><topic>Signal Transduction</topic><topic>Small Molecule Libraries - metabolism</topic><topic>Small Molecule Libraries - pharmacology</topic><topic>Systems Biology</topic><topic>Transcription Factors - metabolism</topic><toplevel>online_resources</toplevel><creatorcontrib>Knyazer, Anna</creatorcontrib><creatorcontrib>Bunu, Gabriela</creatorcontrib><creatorcontrib>Toren, Dmitri</creatorcontrib><creatorcontrib>Mracica, Teodora Bucaciuc</creatorcontrib><creatorcontrib>Segev, Yael</creatorcontrib><creatorcontrib>Wolfson, Marina</creatorcontrib><creatorcontrib>Muradian, Khachik K</creatorcontrib><creatorcontrib>Tacutu, Robi</creatorcontrib><creatorcontrib>Fraifeld, Vadim E</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Aging (Albany, NY.)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Knyazer, Anna</au><au>Bunu, Gabriela</au><au>Toren, Dmitri</au><au>Mracica, Teodora Bucaciuc</au><au>Segev, Yael</au><au>Wolfson, Marina</au><au>Muradian, Khachik K</au><au>Tacutu, Robi</au><au>Fraifeld, Vadim E</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Small molecules for cell reprogramming: a systems biology analysis</atitle><jtitle>Aging (Albany, NY.)</jtitle><addtitle>Aging (Albany NY)</addtitle><date>2021-12-17</date><risdate>2021</risdate><volume>13</volume><issue>24</issue><spage>25739</spage><epage>25762</epage><pages>25739-25762</pages><issn>1945-4589</issn><eissn>1945-4589</eissn><abstract>If somatic stem cells would be able to maintain their regenerative capacity over time, this might, to a great extent, resolve rejuvenation issues. 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The network analysis indicates that SM targets are highly interconnected and form protein-protein networks of a scale-free topology. The extremely high contribution of hubs to network connectivity suggests that (i) cell reprogramming may require SM targets to act cooperatively, and (ii) their network organization might ensure robustness by resistance to random failures. All in all, further investigation of SMs and their relationship with longevity regulators will be helpful for developing optimal SM cocktails for cell reprogramming with a perspective for rejuvenation and life span extension.</abstract><cop>United States</cop><pub>Impact Journals</pub><pmid>34919532</pmid><doi>10.18632/aging.203791</doi><tpages>24</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Cellular Reprogramming Cellular Senescence - physiology Data Mining Epigenesis, Genetic Humans Longevity Rejuvenation - physiology Research Paper Signal Transduction Small Molecule Libraries - metabolism Small Molecule Libraries - pharmacology Systems Biology Transcription Factors - metabolism |
title | Small molecules for cell reprogramming: a systems biology analysis |
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