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1.
Cell ; 186(2): 363-381.e19, 2023 01 19.
Article in English | MEDLINE | ID: mdl-36669472

ABSTRACT

Advanced solid cancers are complex assemblies of tumor, immune, and stromal cells characterized by high intratumoral variation. We use highly multiplexed tissue imaging, 3D reconstruction, spatial statistics, and machine learning to identify cell types and states underlying morphological features of known diagnostic and prognostic significance in colorectal cancer. Quantitation of these features in high-plex marker space reveals recurrent transitions from one tumor morphology to the next, some of which are coincident with long-range gradients in the expression of oncogenes and epigenetic regulators. At the tumor invasive margin, where tumor, normal, and immune cells compete, T cell suppression involves multiple cell types and 3D imaging shows that seemingly localized 2D features such as tertiary lymphoid structures are commonly interconnected and have graded molecular properties. Thus, while cancer genetics emphasizes the importance of discrete changes in tumor state, whole-specimen imaging reveals large-scale morphological and molecular gradients analogous to those in developing tissues.


Subject(s)
Adenocarcinoma , Colorectal Neoplasms , Humans , Adenocarcinoma/pathology , Colorectal Neoplasms/genetics , Colorectal Neoplasms/immunology , Colorectal Neoplasms/pathology , Image Processing, Computer-Assisted , Oncogenes , Tumor Microenvironment
2.
Methods Mol Biol ; 2593: 317-322, 2023.
Article in English | MEDLINE | ID: mdl-36513941

ABSTRACT

Traditional immunofluorescence (IF) imaging assays are limited to the detection of just a few markers due to spectral overlap of fluorescent emission bands. Furthermore, standard fluorescent imaging instruments have a dynamic range that is too narrow to capture the full range of expression values seen in biology, precluding the accurate quantification of single-cell target expression. Here we describe a protocol for detection and quantification of dozens of protein targets with single-cell quantitative precision using an iterative staining approach called ChipCytometry™.


Subject(s)
Diagnostic Imaging , Proteins , Fluorescent Antibody Technique , Staining and Labeling , Spatial Analysis
4.
Cytoskeleton (Hoboken) ; 76(3): 254-268, 2019 03.
Article in English | MEDLINE | ID: mdl-30980604

ABSTRACT

Microtubule network remodeling is an essential process for cell development, maintenance, cell division, and motility. Microtubule-severing enzymes are key players in the remodeling of the microtubule network; however, there are still open questions about their fundamental biochemical and biophysical mechanisms. Here, we explored the ability of the microtubule-severing enzyme katanin to depolymerize stabilized microtubules. Interestingly, we found that the tubulin C-terminal tail (CTT), which is required for severing, is not required for katanin-catalyzed depolymerization. We also found that the depolymerization of microtubules lacking the CTT does not require ATP or katanin's ATPase activity, although the ATP turnover enhanced depolymerization. We also observed that the depolymerization rate depended on the katanin concentration and was best described by a hyperbolic function. Finally, we demonstrate that katanin can bind to filaments that lack the CTT, contrary to previous reports. The results of our work indicate that microtubule depolymerization likely involves a mechanism in which binding, but not enzymatic activity, is required for tubulin dimer removal from the filament ends.


Subject(s)
Katanin/metabolism , Microtubules/metabolism , Tubulin/metabolism , Adenosine Triphosphate/metabolism , Animals , Catalysis , Gene Expression , Katanin/genetics , Katanin/isolation & purification , Kinetics , Microtubule-Associated Proteins/metabolism , Microtubules/chemistry , Microtubules/genetics , Models, Molecular , Polymerization , Protein Binding , Protein Domains/genetics , Tubulin/genetics , Xenopus laevis
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