4.8 Article

Mechanically-driven phase separation in a growing bacterial colony

出版社

NATL ACAD SCIENCES
DOI: 10.1073/pnas.1504948112

关键词

biofilms; extracellular polymeric substance; depletion interaction; mechanical interaction; phase separation

资金

  1. Center for Theoretical Biological Physics Grant [PHY-1427654]
  2. National Science Foundation Molecular and Cellular Biology (MCB) Division Grant [MCB-1241332]
  3. Direct For Mathematical & Physical Scien
  4. Division Of Physics [1427654] Funding Source: National Science Foundation
  5. Division Of Physics
  6. Direct For Mathematical & Physical Scien [1308264] Funding Source: National Science Foundation
  7. Div Of Molecular and Cellular Bioscience
  8. Direct For Biological Sciences [1241332] Funding Source: National Science Foundation

向作者/读者索取更多资源

Secretion of extracellular polymeric substances (EPSs) by growing bacteria is an integral part of forming biofilm-like structures. In such dense systems, mechanical interactions among the structural components can be expected to significantly contribute to morphological properties. Here, we use a particle-based modeling approach to study the self-organization of nonmotile rod-shaped bacterial cells growing on a solid substrate in the presence of self-produced EPSs. In our simulation, all of the components interact mechanically via repulsive forces, occurring as the bacterial cells grow and divide (via consuming diffusing nutrient) and produce EPSs. Based on our simulation, we show that mechanical interactions control the collective behavior of the system. In particular, we find that the presence of nonadsorbing EPSs can lead to spontaneous aggregation of bacterial cells by a depletion attraction and thereby generates phase separated patterns in the nonequilibrium growing colony. Both repulsive interactions between cell and EPSs and the overall concentration of EPSs are important factors in the self-organization in a nonequilibrium growing colony. Furthermore, we investigate the interplay of mechanics with the nutrient diffusion and consumption by bacterial cells and observe that suppression of branch formation occurs due to EPSs compared with the case where no EPS is produced.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.8
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

Article Biochemistry & Molecular Biology

Calpain-2 regulates hypoxia/HIF-induced plasticity toward amoeboid cancer cell migration and metastasis

Veronika te Boekhorst, Liying Jiang, Marius Mahlen, Maaike Meerlo, Gina Dunkel, Franziska C. Durst, Yanjun Yang, Herbert Levine, Boudewijn M. T. Burgering, Peter Friedl

Summary: This article studies the molecular mechanisms of cancer cell invasion and metastasis under hypoxic conditions and identifies calpain-2 as a key regulator of the transition from collective to amoeboid dissemination in breast and head and neck carcinoma cells. The study reveals that hypoxia induces calpain-2-mediated amoeboid conversion by deactivating beta 1 integrins. Targeted intervention of calpain-2 activity can restore normal cell phenotype and prevent lung metastasis.

CURRENT BIOLOGY (2022)

Article Biochemistry & Molecular Biology

DNA supercoiling-mediated collective behavior of co-transcribing RNA polymerases

Shubham Tripathi, Sumitabha Brahmachari, Jose N. Onuchic, Herbert Levine

Summary: Multiple RNA polymerases (RNAPs) transcribing a gene can exhibit collective behavior, where the transcription elongation rate increases with the rate of transcription initiation. Recent studies suggest that even RNAPs separated by long distances can cooperate by modifying the DNA segment under transcription. This theoretical model incorporates the mechanical coupling between RNAP translocation and DNA torsional response, and stochastic simulations demonstrate DNA supercoiling-mediated long-range cooperation between co-transcribing RNAPs.

NUCLEIC ACIDS RESEARCH (2022)

Article Biochemical Research Methods

A mechanistic modeling framework reveals the key principles underlying tumor metabolism

Shubham Tripathi, Jun Hyoung Park, Shivanand Pudakalakatti, Pratip K. Bhattacharya, Benny Abraham Kaipparettu, Herbert Levine

Summary: Recent studies have shown that tumor cell metabolism is characterized by metabolic heterogeneity and plasticity. However, the field lacks a framework to analyze this heterogeneity and plasticity. Using a mechanistic model, researchers found that excess cytoplasmic ATP can drive a preference for aerobic glycolysis in fast-proliferating tumor cells, and the relative availability of glucose and glutamine can further drive metabolic heterogeneity. Additionally, the model can predict the metabolic and gene expression changes in cancer cells in response to drug treatment.

PLOS COMPUTATIONAL BIOLOGY (2022)

Article Cell Biology

NRF2-dependent Epigenetic Regulation can Promote the Hybrid Epithelial/Mesenchymal Phenotype

Wen Jia, Mohit Kumar Jolly, Herbert Levine

Summary: The epithelial-mesenchymal transition (EMT) is a crucial cellular process for wound healing, cancer metastasis, and embryonic development. Recent studies have shown that hybrid epithelial/mesenchymal states, possessing both epithelial and mesenchymal traits, play a significant role in cancer metastasis and resistance to therapies. NRF2 has been identified as a stabilizing factor for these hybrid states. This research incorporates a phenomenological epigenetic feedback effect into a computational model for EMT signaling and demonstrates its stabilizing effect on the hybrid state if NRF2 influences SNAIL at an epigenetic level.

FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY (2022)

Article Biochemistry & Molecular Biology

Quantifying the Patterns of Metabolic Plasticity and Heterogeneity along the Epithelial-Hybrid-Mesenchymal Spectrum in Cancer

Srinath Muralidharan, Sarthak Sahoo, Aryamaan Saha, Sanjay Chandran, Sauma Suvra Majumdar, Susmita Mandal, Herbert Levine, Mohit Kumar Jolly

Summary: Research analysis reveals diverse associations between cancer cells' EMT status and metabolic pathways, showing that EMT is generally positively correlated with glycolysis but negatively correlated with oxidative phosphorylation and fatty acid metabolism. Additionally, higher levels of EMT and glycolysis predict a worse prognosis in many cancers.

BIOMOLECULES (2022)

Editorial Material Multidisciplinary Sciences

Let the robotic games begin COMMENT

Herbert Levine

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2022)

Article Biochemistry & Molecular Biology

Nrf2 Modulates the Hybrid Epithelial/Mesenchymal Phenotype and Notch Signaling During Collective Cancer Migration

Samuel A. Vilchez Mercedes, Federico Bocci, Mona Ahmed, Ian Eder, Ninghao Zhu, Herbert Levine, Jose N. Onuchic, Mohit Kumar Jolly, Pak Kin Wong

Summary: In this study, the researchers used a combination of immunocytochemistry, single cell biosensors, and computational modeling to show that the transcription factor Nrf2 functions as a phenotypic stability factor for hybrid epithelial/mesenchymal cells during collective cancer migration. They also demonstrated that Nrf2 and EMT signaling are spatially coordinated near the leading edge, and that the Nrf2-EMT-Notch network enhances the expression of certain genes associated with the formation of leader cells and protruding tips.

FRONTIERS IN MOLECULAR BIOSCIENCES (2022)

Article Chemistry, Physical

Lack of Correlation between Landscape Geometry and Transition Rates

Wen Jia, Atchuta Srinivas Duddu, Mohit Kumar Jolly, Herbert Levine

Summary: Biological cells can have different phenotypes determined by genetic networks, and the creation of landscapes is a popular way to represent these states. It is commonly believed that the landscape provides direct information about the state-to-state transition rates. However, this study shows that there is no direct correlation between the properties of the landscape and the corresponding transition rates.

JOURNAL OF PHYSICAL CHEMISTRY B (2022)

Article Physics, Multidisciplinary

Phenomenological Approach to Cancer Cell Persistence

David A. Kessler, Herbert Levine

Summary: Drug persistence is an important phenomenon in cancer treatment, and finding effective strategies to eliminate persister cells is crucial.

PHYSICAL REVIEW LETTERS (2022)

Article Multidisciplinary Sciences

Epigenetic factor competition reshapes the EMT landscape

M. Ali Al-Radhawi, Shubham Tripathi, Yun Zhang, Eduardo D. Sontag, Herbert Levine

Summary: In this paper, the authors investigate the complex interactions between epigenetic marks, external signals, and gene-regulatory elements that lead to the emergence and transitions between distinct phenotypes in isogenic cells. They propose a mathematical modeling framework that considers both local and global competition effects between antagonistic epigenetic regulators, as well as the influence of local transcription factors. Applying this approach to experimental findings on the epithelial-mesenchymal transition, they are able to explain the observed data and provide verifiable predictions.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2022)

Article Multidisciplinary Sciences

Top predator sea stars are the benthic equivalent to polar bears of the pelagic realm

Shubham Tripathi, David A. Kessler, Herbert Levine

Summary: Regulatory network models have proven to be effective tools for understanding and predicting cell-fate choice. This study shows that minimally frustrated networks can exhibit simple, low-dimensional steady-state behavior even in large and complex networks. These findings provide a theoretical explanation for the success of network models in biology and the challenges in network inference.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2022)

Article Multidisciplinary Sciences

Epigenetic memory acquired during long-term EMT induction governs the recovery to the epithelial state

Paras Jain, Sophia Corbo, Kulsoom Mohammad, Sarthak Sahoo, Santhalakshmi Ranganathan, Jason T. George, Herbert Levine, Joseph Taube, Michael Toneff, Mohit Kumar Jolly

Summary: Epithelial-mesenchymal transition (EMT) and its reverse mesenchymal-epithelial transition (MET) play crucial roles in embryonic development, wound healing, and cancer metastasis. While short-term EMT induction can lead to reversible phenotypic changes, long-term EMT induction is often associated with irreversibility. In this study, we demonstrate that the phenotypic changes observed in MCF10A cells during long-term EMT induction by TGF-beta can in fact have longer timescales of reversibility. We also propose a mathematical model that explains how the epigenetic memory gained during long-term EMT induction can slow down the recovery to the epithelial state after TGF-beta withdrawal.

JOURNAL OF THE ROYAL SOCIETY INTERFACE (2023)

Article Physics, Fluids & Plasmas

Contact map dependence of a T-cell receptor binding repertoire

Kevin Ng Chau, Jason T. George, Jose N. Onuchic, Xingcheng Lin, Herbert Levine

Summary: An affinity-based model for TCR-pMHC binding was studied, showing that the binding energy distribution depends on the number of contacts and the topology of the contact map. It was also quantified how neoantigens with mutations in sites with higher contacts are recognized at a higher rate.

PHYSICAL REVIEW E (2022)

Article Physics, Multidisciplinary

Three-dimensional cancer cell migration directed by dual mechanochemical guidance

Pedram Esfahani, Herbert Levine, Mrinmoy Mukherjee, Bo Sun

Summary: Directed cell migration is crucial in various physiological and pathophysiological processes. This study investigates the migration of breast cancer cells in the presence of both contact guidance and a chemoattractant gradient. The results reveal that the microstructure of the extracellular matrix plays a complex role in cell chemotaxis. Coherent extracellular matrix fibers significantly enhance chemotaxis efficiency when contact guidance is parallel to the chemical gradient, while cells exploit ECM disorder to locate paths for chemotaxis when contact guidance is perpendicular to the chemical gradient.

PHYSICAL REVIEW RESEARCH (2022)

Article Oncology

Changes in Triple-Negative Breast Cancer Molecular Subtypes in Patients Without Pathologic Complete Response After Neoadjuvant Systemic Chemotherapy

Hiroko Masuda, Kenichi Harano, Sakiko Miura, Ying Wang, Yuko Hirota, Oi Harada, Mohit Kumar Jolly, Yuki Matsunaga, Bora Lim, Anita L. Wood, Napa Parinyanitikul, Hee Jin Lee, Gyungyub Gong, Jason T. George, Herbert Levine, Jangsoon Lee, Xiaoping Wang, Anthony Lucci, Arvind Rao, Brock L. Schweitzer, O. Rayne Lawrence, Robert S. Seitz, Stephan W. Morris, David R. Hout, Seigo Nakamura, Savitri Krishnamurthy, Naoto T. Ueno

Summary: The study found that TNBC molecular subtype and IM signature frequently change after NST, and the results suggest that EMT is promoted in the changed subtypes.

JCO PRECISION ONCOLOGY (2022)

暂无数据