Non-Invasive Single-Cell Morphometry and Tracking in Living Bacterial Biofilms
Non-Invasive Single-Cell Morphometry and Tracking in Living Bacterial Biofilms
批准号:
10797053
负责人:
Andreas Gahlmann
金额:
$2.0万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2020
资助国家:
美国
项目状态:
未结题
起止时间:
2020-08-25 至 2025-06-30
关键词:
3-DimensionalAddressAntibioticsBacteriaBehaviorBiologicalBiologyCellsChemicalsCrowdingDisinfectionEnvironmentGene ExpressionGrowthHumanHuman MicrobiomeImageImmune systemIndividualLife StyleLightMeasurementMicrobial BiofilmsMicroscopeMicroscopyNosocomial InfectionsPathogenicityPhenotypePhysiologicalPhysiologyPopulationResearchResearch PersonnelResolutionShapesSocial BehaviorSurfaceTechnologyThickTimebehavioral phenotypingcell behaviorcopingfluorescence imagingmetermicrobialmicrobial communitymorphometrynew technologypathogenic bacteriapublic health relevancestressor
中文摘要
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英文摘要
Project Summary/Abstract
Biofilms are cohesive, multicellular microbial communities that are able to adhere to biotic or abiotic surfaces.
The human microbiome contains numerous biofilm-forming bacterial species that help maintain normal human
physiology. On the other hand, more than half of the 1.7 million hospital-acquired infections in the US are caused
by biofilm-forming bacterial pathogens. The biofilm lifestyle is advantageous, because phenotypic diversity and
coordination of cellular behaviors within biofilms provide bacterial populations with emergent capabilities beyond
those of individual cells. For example, biofilms are orders of magnitude more tolerant towards physical, chemical,
and biological stressors, most notably long-term treatments with antibiotic drugs or clearance attempts by the
immune system. However, it remains largely unknown how such remarkable capabilities emerge from the
behaviors of individual cells and the interactions between them. A critical barrier to rapid progress is the inability
of conventional microscopes to resolve micrometer-sized bacterial cells in thick (>10 micrometers) biofilms in a
non-invasive manner. The proposed research addresses this challenge by (i) developing integrated experimental
and computational technologies that enable non-invasive, 3D fluorescence imaging of pathogenic biofilms in
physiologically relevant environments by lattice-light sheet microscopy, (ii) accurate single-cell segmentation and
3D shape measurements based on the acquired images, and (iii) simultaneous 3D tracking of thousands of cells
inside biofilms. The ability to make single-cell measurements in dense microbial populations will enable
researchers to correlate the spatial trajectory of each cell with that cells’ gene expression and behavioral
phenotype. Such information will provide an integrated understanding of how bacteria coordinate gene
expression and social behaviors in 3D space and time. A fundamental understanding of biofilm biology will help
inform new strategies for harnessing the emergent functional capabilities of microbial populations for human
benefit and for removing pathogenic biofilms from undesired environments.
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3D GAN image synthesis and dataset quality assessment for bacterial biofilm.
细菌生物膜的 3D GAN 图像合成和数据集质量评估。
DOI:
10.1093/bioinformatics/btac529
发表时间:
2022
期刊:
Bioinformatics (Oxford, England)
影响因子:
--
作者:
[Wang,Jie, Tabassum,Nazia, Toma,TanjinT, Wang,Yibo, Gahlmann,Andreas, Acton,ScottT]
通讯作者:
Acton,ScottT
DOI:
10.1109/tip.2021.3116792
发表时间:
2021
期刊:
IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
影响因子:
--
作者:
[]
通讯作者:
DOI:
10.1038/s41522-022-00362-4
发表时间:
2022-12-18
期刊:
NPJ BIOFILMS AND MICROBIOMES
影响因子:
9.2
作者:
[Zhang, Ji, Wang, Yibo, Donarski, Eric D., Toma, Tanjin T., Miles, Madeline T., Acton, Scott T., Gahlmann, Andreas]
通讯作者:
Gahlmann, Andreas
DOI:
10.1021/acs.jpcb.1c07759
发表时间:
2021-11-11
期刊:
The journal of physical chemistry. B
影响因子:
--
作者:
[Zhang J, Zhang M, Wang Y, Donarski E, Gahlmann A]
通讯作者:
Gahlmann A
DOI:
10.1038/s41467-020-19866-8
发表时间:
2020-12-01
期刊:
Nature communications
影响因子:
16.6
作者:
[Zhang M, Zhang J, Wang Y, Wang J, Achimovich AM, Acton ST, Gahlmann A]
通讯作者:
Gahlmann A
Non-Invasive Single-Cell Morphometry and Tracking in Living Bacterial Biofilms
-
批准号:10034367
-
项目类别:
-
资助金额:$30.29万
-
财政年份:2020
-
负责人:Andreas Gahlmann
-
依托单位:
Non-Invasive Single-Cell Morphometry and Tracking in Living Bacterial Biofilms
-
批准号:10439891
-
项目类别:
-
资助金额:$30.15万
-
财政年份:2020
-
负责人:Andreas Gahlmann
-
依托单位:
Non-Invasive Single-Cell Morphometry and Tracking in Living Bacterial Biofilms
-
批准号:10247048
-
项目类别:
-
资助金额:$30.22万
-
财政年份:2020
-
负责人:Andreas Gahlmann
-
依托单位:
Non-Invasive Single-Cell Morphometry and Tracking in Living Bacterial Biofilms
-
批准号:10653010
-
项目类别:
-
资助金额:$30.07万
-
财政年份:2020
-
负责人:Andreas Gahlmann
-
依托单位:
海外基金