Stochastic and Heterogeneous Cancer Cell Migration: Experiment and Theory
被引:24
作者:
Kwon, Taejin
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Sogang Univ, Dept Chem, Seoul 04107, South KoreaSogang Univ, Dept Chem, Seoul 04107, South Korea
Kwon, Taejin
[1
]
Kwon, Ok-Seon
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机构:
Sogang Univ, Res Inst Basic Sci, Seoul 04107, South Korea
Seoul Natl Univ, Coll Pharm, Seoul 08826, South KoreaSogang Univ, Dept Chem, Seoul 04107, South Korea
Kwon, Ok-Seon
[2
,4
]
Cha, Hyuk-Jin
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Sogang Univ, Dept Life Sci, Seoul 04107, South KoreaSogang Univ, Dept Chem, Seoul 04107, South Korea
Cha, Hyuk-Jin
[3
]
Sung, Bong June
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Sogang Univ, Dept Chem, Seoul 04107, South KoreaSogang Univ, Dept Chem, Seoul 04107, South Korea
Sung, Bong June
[1
]
机构:
[1] Sogang Univ, Dept Chem, Seoul 04107, South Korea
[2] Sogang Univ, Res Inst Basic Sci, Seoul 04107, South Korea
[3] Sogang Univ, Dept Life Sci, Seoul 04107, South Korea
[4] Seoul Natl Univ, Coll Pharm, Seoul 08826, South Korea
Cell migration, an essential process for normal cell development and cancer metastasis, differs from a simple random walk: the mean-square displacement (<(Delta r)(2)(t)>) of cells sometimes shows nonFickian behavior, and the spatiotemporal correlation function (G(r, t)) of cells is often non-Gaussian. We find that this intriguing cell migration should be attributed to heterogeneity in a cell population, even one with a homogeneous genetic background. There are two limiting types of heterogeneity in a cell population: cellular heterogeneity and temporal heterogeneity. Cellular heterogeneity accounts for the cell-to-cell variation in migration capacity, while temporal heterogeneity arises from the temporal noise in the migration capacity of single cells. We illustrate that both cellular and temporal heterogeneity need to be taken into account simultaneously to elucidate cell migration. We investigate the two-dimensional migration of A549 lung cancer cells using time-lapse microscopy and find that the migration of A549 cells is Fickian but has a non-Gaussian spatiotemporal correlation. We find that when a theoretical model considers both cellular and temporal heterogeneity, the model reproduces all of the anomalous behaviors of cancer cell migration.
机构:
Sogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South KoreaSogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South Korea
Bae, Gab-Yong
Hong, Soon-Ki
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Sogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South KoreaSogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South Korea
Hong, Soon-Ki
Park, Jeong-Rak
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Sogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South KoreaSogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South Korea
Park, Jeong-Rak
Kwon, Ok-Seon
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Sogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South KoreaSogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South Korea
Kwon, Ok-Seon
Kim, Keun-Tae
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Sogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South KoreaSogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South Korea
Kim, Keun-Tae
Koo, JaeHyung
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DGIST, Dept Brain & Cognit Sci, Daegu, South KoreaSogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South Korea
Koo, JaeHyung
Oh, Ensel
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机构:
Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Lab Canc Genom & Mol Pathol,Samsung Biomed Res In, Seoul, South KoreaSogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South Korea
Oh, Ensel
Cha, Hyuk-Jin
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Sogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South KoreaSogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South Korea
机构:
Univ Penn, Sch Arts & Sci, Dept Phys & Astron, Philadelphia, PA 19104 USA
Northwestern Univ, Dept Phys & Astron, Evanston, IL USAUniv Penn, Sch Arts & Sci, Dept Phys & Astron, Philadelphia, PA 19104 USA
Banigan, Edward J.
Harris, Tajie H.
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Univ Penn, Sch Vet Med, Dept Pathobiol, Philadelphia, PA 19104 USA
Univ Virginia, Sch Med, Dept Neurosci, Charlottesville, VA 22908 USAUniv Penn, Sch Arts & Sci, Dept Phys & Astron, Philadelphia, PA 19104 USA
Harris, Tajie H.
Christian, David A.
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Univ Penn, Sch Vet Med, Dept Pathobiol, Philadelphia, PA 19104 USAUniv Penn, Sch Arts & Sci, Dept Phys & Astron, Philadelphia, PA 19104 USA
Christian, David A.
Hunter, Christopher A.
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机构:
Univ Penn, Sch Vet Med, Dept Pathobiol, Philadelphia, PA 19104 USAUniv Penn, Sch Arts & Sci, Dept Phys & Astron, Philadelphia, PA 19104 USA
Hunter, Christopher A.
Liu, Andrea J.
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机构:
Univ Penn, Sch Arts & Sci, Dept Phys & Astron, Philadelphia, PA 19104 USAUniv Penn, Sch Arts & Sci, Dept Phys & Astron, Philadelphia, PA 19104 USA
机构:
Sogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South KoreaSogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South Korea
Bae, Gab-Yong
Hong, Soon-Ki
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机构:
Sogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South KoreaSogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South Korea
Hong, Soon-Ki
Park, Jeong-Rak
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机构:
Sogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South KoreaSogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South Korea
Park, Jeong-Rak
Kwon, Ok-Seon
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Sogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South KoreaSogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South Korea
Kwon, Ok-Seon
Kim, Keun-Tae
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机构:
Sogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South KoreaSogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South Korea
Kim, Keun-Tae
Koo, JaeHyung
论文数: 0引用数: 0
h-index: 0
机构:
DGIST, Dept Brain & Cognit Sci, Daegu, South KoreaSogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South Korea
Koo, JaeHyung
Oh, Ensel
论文数: 0引用数: 0
h-index: 0
机构:
Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Lab Canc Genom & Mol Pathol,Samsung Biomed Res In, Seoul, South KoreaSogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South Korea
Oh, Ensel
Cha, Hyuk-Jin
论文数: 0引用数: 0
h-index: 0
机构:
Sogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South KoreaSogang Univ, Dept Life Sci, Coll Nat Sci, Seoul, South Korea
机构:
Univ Penn, Sch Arts & Sci, Dept Phys & Astron, Philadelphia, PA 19104 USA
Northwestern Univ, Dept Phys & Astron, Evanston, IL USAUniv Penn, Sch Arts & Sci, Dept Phys & Astron, Philadelphia, PA 19104 USA
Banigan, Edward J.
Harris, Tajie H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Sch Vet Med, Dept Pathobiol, Philadelphia, PA 19104 USA
Univ Virginia, Sch Med, Dept Neurosci, Charlottesville, VA 22908 USAUniv Penn, Sch Arts & Sci, Dept Phys & Astron, Philadelphia, PA 19104 USA
Harris, Tajie H.
Christian, David A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Sch Vet Med, Dept Pathobiol, Philadelphia, PA 19104 USAUniv Penn, Sch Arts & Sci, Dept Phys & Astron, Philadelphia, PA 19104 USA
Christian, David A.
Hunter, Christopher A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Sch Vet Med, Dept Pathobiol, Philadelphia, PA 19104 USAUniv Penn, Sch Arts & Sci, Dept Phys & Astron, Philadelphia, PA 19104 USA
Hunter, Christopher A.
Liu, Andrea J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Sch Arts & Sci, Dept Phys & Astron, Philadelphia, PA 19104 USAUniv Penn, Sch Arts & Sci, Dept Phys & Astron, Philadelphia, PA 19104 USA