Oscillatory ERK Signaling and Morphology Determine Heterogeneity of Breast Cancer Cell Chemotaxis via MEK-ERK and p38-MAPK Signaling Pathways

被引:3
|
作者
Ho, Kenneth K. Y. [1 ]
Srivastava, Siddhartha [2 ]
Kinnunen, Patrick C. C. [3 ]
Garikipati, Krishna [2 ,4 ,5 ]
Luker, Gary D. D. [1 ,6 ,7 ]
Luker, Kathryn E. E. [1 ,8 ]
机构
[1] Univ Michigan, Dept Radiol, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Dept Mech Engn, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Dept Chem Engn, Ann Arbor, MI 48109 USA
[4] Univ Michigan, Dept Math, Ann Arbor, MI 48109 USA
[5] Univ Michigan, Michigan Inst Computat Discovery & Engn, Ann Arbor, MI 48109 USA
[6] Univ Michigan, Dept Biomed Engn, Ann Arbor, MI 48109 USA
[7] Univ Michigan, Dept Microbiol & Immunol, Ann Arbor, MI 48109 USA
[8] Univ Michigan, Biointerfaces Inst, Ann Arbor, MI 48109 USA
来源
BIOENGINEERING-BASEL | 2023年 / 10卷 / 02期
关键词
cancer metastasis; chemotaxis; heterogeneity; single-cell imaging; oscillation; CXCR4; signaling; morphology; data-driven methods; system Identification;
D O I
10.3390/bioengineering10020269
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Chemotaxis, regulated by oscillatory signals, drives critical processes in cancer metastasis. Crucial chemoattractant molecules in breast cancer, CXCL12 and EGF, drive the activation of ERK and Akt. Regulated by feedback and crosstalk mechanisms, oscillatory signals in ERK and Akt control resultant changes in cell morphology and chemotaxis. While commonly studied at the population scale, metastasis arises from small numbers of cells that successfully disseminate, underscoring the need to analyze processes that cancer cells use to connect oscillatory signaling to chemotaxis at single-cell resolution. Furthermore, little is known about how to successfully target fast-migrating cells to block metastasis. We investigated to what extent oscillatory networks in single cells associate with heterogeneous chemotactic responses and how targeted inhibitors block signaling processes in chemotaxis. We integrated live, single-cell imaging with time-dependent data processing to discover oscillatory signal processes defining heterogeneous chemotactic responses. We identified that short ERK and Akt waves, regulated by MEK-ERK and p38-MAPK signaling pathways, determine the heterogeneous random migration of cancer cells. By comparison, long ERK waves and the morphological changes regulated by MEK-ERK signaling, determine heterogeneous directed motion. This study indicates that treatments against chemotaxis in consider must interrupt oscillatory signaling.
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页数:22
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