Intratumoral Heterogeneity Promotes Collective Cancer Invasion through NOTCH1 Variation

Cellular and molecular heterogeneity within tumors has long been associated with the progression of cancer to an aggressive phenotype and a poor prognosis. However, how such intratumoral heterogeneity contributes to the invasiveness of cancer is largely unknown. Here, using a tumor bioengineering ap...

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Autores principales: Peter Torab, Yue Yan, Mona Ahmed, Hironobu Yamashita, Joshua I. Warrick, Jay D. Raman, David J. DeGraff, Pak Kin Wong
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Publicado: MDPI AG 2021
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Acceso en línea:https://doaj.org/article/9fd3d75d6c6547998b2dfb18ad573bc7
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spelling oai:doaj.org-article:9fd3d75d6c6547998b2dfb18ad573bc72021-11-25T17:11:20ZIntratumoral Heterogeneity Promotes Collective Cancer Invasion through NOTCH1 Variation10.3390/cells101130842073-4409https://doaj.org/article/9fd3d75d6c6547998b2dfb18ad573bc72021-11-01T00:00:00Zhttps://www.mdpi.com/2073-4409/10/11/3084https://doaj.org/toc/2073-4409Cellular and molecular heterogeneity within tumors has long been associated with the progression of cancer to an aggressive phenotype and a poor prognosis. However, how such intratumoral heterogeneity contributes to the invasiveness of cancer is largely unknown. Here, using a tumor bioengineering approach, we investigate the interaction between molecular subtypes within bladder microtumors and the corresponding effects on their invasiveness. Our results reveal heterogeneous microtumors formed by multiple molecular subtypes possess enhanced invasiveness compared to individual cells, even when both cells are not invasive individually. To examine the molecular mechanism of intratumoral heterogeneity mediated invasiveness, live single cell biosensing, RNA interference, and CRISPR-Cas9 gene editing approaches were applied to investigate and control the composition of the microtumors. An agent-based computational model was also developed to evaluate the influence of NOTCH1 variation on DLL4 expression within a microtumor. The data indicate that intratumoral variation in NOTCH1 expression can lead to upregulation of DLL4 expression within the microtumor and enhancement of microtumor invasiveness. Overall, our results reveal a novel mechanism of heterogeneity mediated invasiveness through intratumoral variation of gene expression.Peter TorabYue YanMona AhmedHironobu YamashitaJoshua I. WarrickJay D. RamanDavid J. DeGraffPak Kin WongMDPI AGarticlesingle cell analysistumor subtypesbasalluminaltumor-on-chipbiosensingBiology (General)QH301-705.5ENCells, Vol 10, Iss 3084, p 3084 (2021)
institution DOAJ
collection DOAJ
language EN
topic single cell analysis
tumor subtypes
basal
luminal
tumor-on-chip
biosensing
Biology (General)
QH301-705.5
spellingShingle single cell analysis
tumor subtypes
basal
luminal
tumor-on-chip
biosensing
Biology (General)
QH301-705.5
Peter Torab
Yue Yan
Mona Ahmed
Hironobu Yamashita
Joshua I. Warrick
Jay D. Raman
David J. DeGraff
Pak Kin Wong
Intratumoral Heterogeneity Promotes Collective Cancer Invasion through NOTCH1 Variation
description Cellular and molecular heterogeneity within tumors has long been associated with the progression of cancer to an aggressive phenotype and a poor prognosis. However, how such intratumoral heterogeneity contributes to the invasiveness of cancer is largely unknown. Here, using a tumor bioengineering approach, we investigate the interaction between molecular subtypes within bladder microtumors and the corresponding effects on their invasiveness. Our results reveal heterogeneous microtumors formed by multiple molecular subtypes possess enhanced invasiveness compared to individual cells, even when both cells are not invasive individually. To examine the molecular mechanism of intratumoral heterogeneity mediated invasiveness, live single cell biosensing, RNA interference, and CRISPR-Cas9 gene editing approaches were applied to investigate and control the composition of the microtumors. An agent-based computational model was also developed to evaluate the influence of NOTCH1 variation on DLL4 expression within a microtumor. The data indicate that intratumoral variation in NOTCH1 expression can lead to upregulation of DLL4 expression within the microtumor and enhancement of microtumor invasiveness. Overall, our results reveal a novel mechanism of heterogeneity mediated invasiveness through intratumoral variation of gene expression.
format article
author Peter Torab
Yue Yan
Mona Ahmed
Hironobu Yamashita
Joshua I. Warrick
Jay D. Raman
David J. DeGraff
Pak Kin Wong
author_facet Peter Torab
Yue Yan
Mona Ahmed
Hironobu Yamashita
Joshua I. Warrick
Jay D. Raman
David J. DeGraff
Pak Kin Wong
author_sort Peter Torab
title Intratumoral Heterogeneity Promotes Collective Cancer Invasion through NOTCH1 Variation
title_short Intratumoral Heterogeneity Promotes Collective Cancer Invasion through NOTCH1 Variation
title_full Intratumoral Heterogeneity Promotes Collective Cancer Invasion through NOTCH1 Variation
title_fullStr Intratumoral Heterogeneity Promotes Collective Cancer Invasion through NOTCH1 Variation
title_full_unstemmed Intratumoral Heterogeneity Promotes Collective Cancer Invasion through NOTCH1 Variation
title_sort intratumoral heterogeneity promotes collective cancer invasion through notch1 variation
publisher MDPI AG
publishDate 2021
url https://doaj.org/article/9fd3d75d6c6547998b2dfb18ad573bc7
work_keys_str_mv AT petertorab intratumoralheterogeneitypromotescollectivecancerinvasionthroughnotch1variation
AT yueyan intratumoralheterogeneitypromotescollectivecancerinvasionthroughnotch1variation
AT monaahmed intratumoralheterogeneitypromotescollectivecancerinvasionthroughnotch1variation
AT hironobuyamashita intratumoralheterogeneitypromotescollectivecancerinvasionthroughnotch1variation
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