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Bunner S, Prince K, Srikrishna K, Pujadas EM, McCarthy AA, Kuklinski A, Jackson O, Pellegrino P, Jagtap S, Eweka I, Lawlor C, Eastin E, Yas G, Aiello J, LaPointe N, von Blucher IS, Hardy J, Chen J, Backman V, Janssen A, Packard M, Dorfman K, Almassalha L, Bahiru MS, Stephens AD. DNA density is a better indicator of a nuclear bleb than lamin B loss. bioRxiv 2024:2024.02.06.579152. [PMID: 38370828 PMCID: PMC10871186 DOI: 10.1101/2024.02.06.579152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/20/2024]
Abstract
Nuclear blebs are herniations of the nucleus that occur in diseased nuclei that cause nuclear rupture leading to cellular dysfunction. Chromatin and lamins are two of the major structural components of the nucleus that maintain its shape and function, but their relative roles in nuclear blebbing remain elusive. Lamin B is reported to be lost in blebs by qualitative data while quantitative studies reveal a spectrum of lamin B levels in nuclear blebs dependent on perturbation and cell type. Chromatin has been reported to be decreased or de-compacted in nuclear blebs, but again the data are not conclusive. To determine the composition of nuclear blebs, we compared the immunofluorescence intensity of lamin B and DNA in the main nucleus body and nuclear bleb across cell types and perturbations. Lamin B nuclear bleb levels varied drastically across MEF wild type and chromatin or lamins perturbations, HCT116 lamin B1-GFP imaging, and human disease model cells of progeria and prostate cancer. However, DNA concentration was consistently decreased to about half that of the main nucleus body across all measured conditions. Using Partial Wave Spectroscopic (PWS) microscopy to measure chromatin density in the nuclear bleb vs body we find similar results that DNA is consistently less dense in nuclear blebs. Thus, our data spanning many different cell types and perturbations supports that decreased DNA is a better marker of a nuclear bleb than lamin B levels that vary widely.
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Affiliation(s)
- Samantha Bunner
- Biology department, University of Massachusetts Amherst, Amherst, MA. 01003, USA
| | - Kelsey Prince
- Biology department, University of Massachusetts Amherst, Amherst, MA. 01003, USA
| | - Karan Srikrishna
- Biology department, University of Massachusetts Amherst, Amherst, MA. 01003, USA
| | - Emily Marie Pujadas
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
- IBIS Interdisciplinary Biological Sciences Graduate Program, Northwestern University, Evanston, IL 60208, USA
| | | | - Anna Kuklinski
- Biology department, University of Massachusetts Amherst, Amherst, MA. 01003, USA
| | - Olivia Jackson
- Biology department, University of Massachusetts Amherst, Amherst, MA. 01003, USA
| | - Pedro Pellegrino
- Biology department, University of Massachusetts Amherst, Amherst, MA. 01003, USA
| | - Shrushti Jagtap
- Biology department, University of Massachusetts Amherst, Amherst, MA. 01003, USA
| | - Imuetiyan Eweka
- Biology department, University of Massachusetts Amherst, Amherst, MA. 01003, USA
| | - Colman Lawlor
- Biology department, University of Massachusetts Amherst, Amherst, MA. 01003, USA
| | - Emma Eastin
- Biology department, University of Massachusetts Amherst, Amherst, MA. 01003, USA
| | - Griffin Yas
- Biology department, University of Massachusetts Amherst, Amherst, MA. 01003, USA
| | - Julianna Aiello
- Biology department, University of Massachusetts Amherst, Amherst, MA. 01003, USA
| | - Nathan LaPointe
- Biology department, University of Massachusetts Amherst, Amherst, MA. 01003, USA
| | | | - Jillian Hardy
- Biology department, University of Massachusetts Amherst, Amherst, MA. 01003, USA
| | - Jason Chen
- Biology department, University of Massachusetts Amherst, Amherst, MA. 01003, USA
| | - Vadim Backman
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Anne Janssen
- School of Biological Sciences, University of Cambridge, Cambridge, United Kingdom
| | - Mary Packard
- Biology department, University of Massachusetts Amherst, Amherst, MA. 01003, USA
| | - Katherine Dorfman
- Biology department, University of Massachusetts Amherst, Amherst, MA. 01003, USA
| | - Luay Almassalha
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Michael Seifu Bahiru
- Biology department, University of Massachusetts Amherst, Amherst, MA. 01003, USA
- Program in Neuroscience and Behavior, University of Massachusetts, Amherst, MA 01003, USA
| | - A. D. Stephens
- Biology department, University of Massachusetts Amherst, Amherst, MA. 01003, USA
- Molecular and Cellular Biology, University of Massachusetts Amherst, Amherst, MA 01003, USA
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2
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Ibarra J, Hershenhouse T, Almassalha L, Walterhouse D, Backman V, MacQuarrie KL. Differentiation-dependent chromosomal organization changes in normal myogenic cells are absent in rhabdomyosarcoma cells. Front Cell Dev Biol 2023; 11:1293891. [PMID: 38020905 PMCID: PMC10662331 DOI: 10.3389/fcell.2023.1293891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 10/24/2023] [Indexed: 12/01/2023] Open
Abstract
Myogenesis, the progression of proliferating skeletal myoblasts to terminally differentiated myotubes, regulates thousands of target genes. Uninterrupted linear arrays of such genes are differentially associated with specific chromosomes, suggesting chromosome specific regulatory roles in myogenesis. Rhabdomyosarcoma (RMS), a tumor of skeletal muscle, shares common features with normal muscle cells. We hypothesized that RMS and myogenic cells possess differences in chromosomal organization related to myogenic gene arrangement. We compared the organizational characteristics of chromosomes 2 and 18, chosen for their difference in myogenic gene arrangement, in cultured RMS cell lines and normal myoblasts and myotubes. We found chromosome-specific differences in organization during normal myogenesis, with increased area occupied and a shift in peripheral localization specifically for chromosome 2. Most strikingly, we found a differentiation-dependent difference in positioning of chromosome 2 relative to the nuclear axis, with preferential positioning along the major nuclear axis present only in myotubes. RMS cells demonstrated no preference for such axial positioning, but induced differentiation through transfection of the pro-myogenic miRNA miR-206 resulted in an increase of major axial positioning of chromosome 2. Our findings identify both a differentiation-dependent, chromosome-specific change in organization in normal myogenesis, and highlight the role of chromosomal spatial organization in myogenic differentiation.
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Affiliation(s)
- Joe Ibarra
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University and Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL, United States
| | - Tyler Hershenhouse
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University and Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL, United States
| | - Luay Almassalha
- Department of Gastroenterology and Hepatology, Northwestern Memorial Hospital, Northwestern University, Chicago, IL, United States
| | - David Walterhouse
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University and Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL, United States
| | - Vadim Backman
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, United States
| | - Kyle L. MacQuarrie
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University and Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL, United States
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Carignano M, Kröger M, Almassalha L, Agrawal V, Li WS, Pujadas EM, Nap RJ, Backman V, Szleifer I. Local Volume Concentration, Packing Domains and Scaling Properties of Chromatin. Res Sq 2023:rs.3.rs-3399177. [PMID: 37886531 PMCID: PMC10602155 DOI: 10.21203/rs.3.rs-3399177/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/28/2023]
Abstract
We propose the Self Returning Excluded Volume (SR-EV) model for the structure of chromatin based on stochastic rules and physical interactions that is able to capture the observed behavior across imaging and sequencing based measures of chromatin organization. The SR-EV model takes the return rules of the Self Returning Random Walk, incorporates excluded volume interactions, chain connectivity and expands the length scales range from 10 nm to over 1 micron. The model is computationally fast and we created thousands of configurations that we grouped in twelve different ensembles according to the two main parameters of the model. The analysis of the configurations was done in a way completely analogous to the experimental treatments used to determine chromatin volume concentration, contact probability, packing domain identification and size characterization, and packing scaling behavior. We find a robust agreement between the theoretical and experimental results. The overall organization of the model chromatin is corrugated, with dense packing domains alternating with a very dilute regions in a manner that resembles the mixing of two disordered bi-continuous phases. The return rules combined with excluded volume interactions lead to the formation of packing domains. We observed a transition from a short scale regime to a long scale regime occurring at genomic separations of ~ 4 × 104 base pairs or ~ 100 nm in distance. The contact probability reflects this transition with a change in the scaling exponent from larger than -1 to approximately -1. The analysis of the pair correlation function reveals that chromatin organizes following a power law scaling with exponent D ∈ { 2 , 3 } in the transition region between the short and long distance regimes.
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Affiliation(s)
- Marcelo Carignano
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
- These authors contributed equally: Marcelo Carignano. Martin Kröger and Luay Almassalha
| | - Martin Kröger
- Magnetism and Interface Physics & Computational Polymer Physics, Department of Materials, ETH Zurich, CH-8093 Zurich, Switzerland
- These authors contributed equally: Marcelo Carignano. Martin Kröger and Luay Almassalha
| | - Luay Almassalha
- Department of Gastroenterology and Hepatology, Northwestern Memorial Hospital, Chicago IL 60611, USA
- These authors contributed equally: Marcelo Carignano. Martin Kröger and Luay Almassalha
| | - Vasundhara Agrawal
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Wing Shun Li
- Applied Physics Program, Northwestern University, Evanston, IL 60208, USA
| | - Emily M. Pujadas
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Rikkert J. Nap
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Vadim Backman
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Igal Szleifer
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Chemistry, Northwestern University, Evanston, IL 60208, USA
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4
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Spicer GLC, Almassalha L, Martinez IA, Ellis R, Chandler JE, Gladstein S, Zhang D, Nguyen TQ, Feder S, Subramanian H, de la Rica R, Thompson SA, Backman V. Correction: Label free localization of nanoparticles in live cancer cells using spectroscopic microscopy. Nanoscale 2023. [PMID: 37435809 DOI: 10.1039/d3nr90122j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 07/13/2023]
Abstract
Correction for 'Label free localization of nanoparticles in live cancer cells using spectroscopic microscopy' by Graham L. C. Spicer et al., Nanoscale, 2018, 10, 19125-19130, https://doi.org/10.1039/C8NR07481J.
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Affiliation(s)
- Graham L C Spicer
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, Il 60208, USA
| | - Luay Almassalha
- Department of Biomedical Engineering, Northwestern University, Evanston, Il 60208, USA.
| | - Ignacio A Martinez
- Departamento de Estructura de la Materia, Física Térmica y Electrónica and GISC, Universidad Complutense de Madrid, 28040 Madrid, Spain
| | - Ronald Ellis
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, Il 60208, USA
| | - John E Chandler
- Department of Biomedical Engineering, Northwestern University, Evanston, Il 60208, USA.
| | - Scott Gladstein
- Department of Biomedical Engineering, Northwestern University, Evanston, Il 60208, USA.
| | - Di Zhang
- Department of Biomedical Engineering, Northwestern University, Evanston, Il 60208, USA.
| | - The-Quyen Nguyen
- Department of Biomedical Engineering, Northwestern University, Evanston, Il 60208, USA.
| | - Seth Feder
- Department of Biomedical Engineering, Northwestern University, Evanston, Il 60208, USA.
| | - Hariharan Subramanian
- Department of Biomedical Engineering, Northwestern University, Evanston, Il 60208, USA.
| | - Roberto de la Rica
- Department of Pure and Applied Chemistry, University of Strathclyde, Technology and Innovation Centre, 99 George Street, Glasgow G1 1RD, Scotland, UK
| | | | - Vadim Backman
- Department of Biomedical Engineering, Northwestern University, Evanston, Il 60208, USA.
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5
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Pujadas EM, Wei X, Acosta N, Carter L, Yang J, Almassalha L, Daneshkhah A, Rao SSP, Agrawal V, Seker-Polat F, Aiden EL, Kanemaki MT, Backman V, Adli M. Depletion of lamins B1 and B2 alters chromatin mobility and induces differential gene expression by a mesoscale-motion dependent mechanism. bioRxiv 2023:2023.06.26.546573. [PMID: 37425796 PMCID: PMC10326988 DOI: 10.1101/2023.06.26.546573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/11/2023]
Abstract
BACKGROUND B-type lamins are critical nuclear envelope proteins that interact with the 3D genomic architecture. However, identifying the direct roles of B-lamins on dynamic genome organization has been challenging as their joint depletion severely impacts cell viability. To overcome this, we engineered mammalian cells to rapidly and completely degrade endogenous B-type lamins using Auxin-inducible degron (AID) technology. RESULTS Paired with a suite of novel technologies, live-cell Dual Partial Wave Spectroscopic (Dual-PWS) microscopy, in situ Hi-C, and CRISPR-Sirius, we demonstrate that lamin B1 and lamin B2 depletion transforms chromatin mobility, heterochromatin positioning, gene expression, and loci-positioning with minimal disruption to mesoscale chromatin folding. Using the AID system, we show that the disruption of B-lamins alters gene expression both within and outside lamin associated domains, with distinct mechanistic patterns depending on their localization. Critically, we demonstrate that chromatin dynamics, positioning of constitutive and facultative heterochromatic markers, and chromosome positioning near the nuclear periphery are significantly altered, indicating that the mechanism of action of B-type lamins is derived from their role in maintaining chromatin dynamics and spatial positioning. CONCLUSIONS Our findings suggest that the mechanistic role of B-type lamins is stabilization of heterochromatin and chromosomal positioning along the nuclear periphery. We conclude that degrading lamin B1 and lamin B2 has several functional consequences related to both structural disease and cancer.
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6
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Ibarra J, Hershenhouse T, Almassalha L, MacQuarrie KL. Differentiation-dependent chromosomal organization changes in normal myogenic cells are absent in rhabdomyosarcoma cells. bioRxiv 2023:2023.05.11.540394. [PMID: 37214969 PMCID: PMC10197681 DOI: 10.1101/2023.05.11.540394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Myogenesis, the progression of proliferating skeletal myoblasts to terminally differentiated myotubes, regulates thousands of target genes. Uninterrupted linear arrays of such genes are differentially associated with specific chromosomes, suggesting chromosome specific regulatory roles in myogenesis. Rhabdomyosarcoma (RMS), a tumor of skeletal muscle, shares common features with normal muscle cells. We hypothesized that RMS and myogenic cells possess differences in chromosomal organization related to myogenic gene arrangement. We compared the organizational characteristics of chromosomes 2 and 18, chosen for their difference in myogenic gene arrangement, in cultured RMS cell lines and normal myoblasts and myotubes. We found chromosome-specific differences in organization during normal myogenesis, with increased area occupied and a shift in peripheral localization specifically for chromosome 2. Most strikingly, we found a differentiation-dependent difference in positioning of chromosome 2 relative to the nuclear axis, with preferential positioning along the major nuclear axis present only in myotubes. RMS cells demonstrated no preference for such axial positioning, but induced differentiation through transfection of the pro-myogenic miRNA miR-206 resulted in an increase of major axial positioning of chromosome 2. Our findings identify both a differentiation-dependent, chromosome-specific change in organization in normal myogenesis, and highlight the role of chromosomal spatial organization in myogenic differentiation.
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Affiliation(s)
- Joe Ibarra
- Division of Hematology, Oncology, and Stem Cell Transplantation, Department of Pediatrics, Feinberg School of Medicine, Northwestern University and Ann & Robert H. Lurie Children's Hospital of Chicago, IL
| | - Tyler Hershenhouse
- Division of Hematology, Oncology, and Stem Cell Transplantation, Department of Pediatrics, Feinberg School of Medicine, Northwestern University and Ann & Robert H. Lurie Children's Hospital of Chicago, IL
| | - Luay Almassalha
- Department of Gastroenterology and Hepatology, Northwestern Memorial Hospital, Northwestern University, Chicago, IL
| | - Kyle L MacQuarrie
- Division of Hematology, Oncology, and Stem Cell Transplantation, Department of Pediatrics, Feinberg School of Medicine, Northwestern University and Ann & Robert H. Lurie Children's Hospital of Chicago, IL
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7
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Li Y, Agrawal V, Virk RKA, Roth E, Li WS, Eshein A, Frederick J, Huang K, Almassalha L, Bleher R, Carignano MA, Szleifer I, Dravid VP, Backman V. Author Correction: Analysis of three-dimensional chromatin packing domains by chromatin scanning transmission electron microscopy (ChromSTEM). Sci Rep 2022; 12:12720. [PMID: 35882912 PMCID: PMC9325710 DOI: 10.1038/s41598-022-17293-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Affiliation(s)
- Yue Li
- Applied Physics Program, Northwestern University, Evanston, IL, 60208, USA
| | - Vasundhara Agrawal
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - Ranya K A Virk
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - Eric Roth
- Department of Materials Sciences and Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - Wing Shun Li
- Applied Physics Program, Northwestern University, Evanston, IL, 60208, USA
| | - Adam Eshein
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - Jane Frederick
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - Kai Huang
- Shenzhen Bay Laboratory, Institute of Systems and Physical Biology, Shenzhen, 518132, China
| | - Luay Almassalha
- Medical Scientist Training Program, Feinberg School of Medicine, Northwestern University, Evanston, IL, 60611, USA
| | - Reiner Bleher
- Department of Materials Sciences and Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - Marcelo A Carignano
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - Igal Szleifer
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, 60208, USA.,Department of Chemistry, Northwestern University, Evanston, IL, 60208, USA
| | - Vinayak P Dravid
- Department of Materials Sciences and Engineering, Northwestern University, Evanston, IL, 60208, USA.
| | - Vadim Backman
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, 60208, USA.
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Li Y, Agrawal V, Virk RKA, Roth E, Li WS, Eshein A, Frederick J, Huang K, Almassalha L, Bleher R, Carignano MA, Szleifer I, Dravid VP, Backman V. Analysis of three-dimensional chromatin packing domains by chromatin scanning transmission electron microscopy (ChromSTEM). Sci Rep 2022; 12:12198. [PMID: 35842472 PMCID: PMC9288481 DOI: 10.1038/s41598-022-16028-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Accepted: 07/04/2022] [Indexed: 11/09/2022] Open
Abstract
Chromatin organization over multiple length scales plays a critical role in the regulation of transcription. Deciphering the interplay of these processes requires high-resolution, three-dimensional, quantitative imaging of chromatin structure in vitro. Herein, we introduce ChromSTEM, a method that utilizes high-angle annular dark-field imaging and tomography in scanning transmission electron microscopy combined with DNA-specific staining for electron microscopy. We utilized ChromSTEM for an in-depth quantification of 3D chromatin conformation with high spatial resolution and contrast, allowing for characterization of higher-order chromatin structure almost down to the level of the DNA base pair. Employing mass scaling analysis on ChromSTEM mass density tomograms, we observed that chromatin forms spatially well-defined higher-order domains, around 80 nm in radius. Within domains, chromatin exhibits a polymeric fractal-like behavior and a radially decreasing mass-density from the center to the periphery. Unlike other nanoimaging and analysis techniques, we demonstrate that our unique combination of this high-resolution imaging technique with polymer physics-based analysis enables us to (i) investigate the chromatin conformation within packing domains and (ii) quantify statistical descriptors of chromatin structure that are relevant to transcription. We observe that packing domains have heterogeneous morphological properties even within the same cell line, underlying the potential role of statistical chromatin packing in regulating gene expression within eukaryotic nuclei.
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Affiliation(s)
- Yue Li
- Applied Physics Program, Northwestern University, Evanston, IL, 60208, USA
| | - Vasundhara Agrawal
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - Ranya K A Virk
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - Eric Roth
- Department of Materials Sciences and Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - Wing Shun Li
- Applied Physics Program, Northwestern University, Evanston, IL, 60208, USA
| | - Adam Eshein
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - Jane Frederick
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - Kai Huang
- Shenzhen Bay Laboratory, Institute of Systems and Physical Biology, Shenzhen, 518132, China
| | - Luay Almassalha
- Medical Scientist Training Program, Feinberg School of Medicine, Northwestern University, Evanston, IL, 60611, USA
| | - Reiner Bleher
- Department of Materials Sciences and Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - Marcelo A Carignano
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - Igal Szleifer
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, 60208, USA.,Department of Chemistry, Northwestern University, Evanston, IL, 60208, USA
| | - Vinayak P Dravid
- Department of Materials Sciences and Engineering, Northwestern University, Evanston, IL, 60208, USA.
| | - Vadim Backman
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, 60208, USA.
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9
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Spicer GLC, Almassalha L, Martinez IA, Ellis R, Chandler JE, Gladstein S, Zhang D, Nguyen TQ, Feder S, Subramanian H, de la Rica R, Thompson SA, Backman V. Label free localization of nanoparticles in live cancer cells using spectroscopic microscopy. Nanoscale 2018; 10:19125-19130. [PMID: 30298892 DOI: 10.1039/c8nr07481j] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Gold nanoparticles (GNPs) have become essential tools used in nanobiotechnology due to their tunable plasmonic properties and low toxicity in biological samples. Among the available approaches for imaging GNPs internalized by cells, hyperspectral techniques stand out due to their ability to simultaneously image and perform spectral analysis of GNPs. Here, we present a study utilizing a recently introduced hyperspectral imaging technique, live-cell PWS, for the imaging, tracking, and spectral analysis of GNPs in live cancer cells. Using principal components analysis, the extracellular or intracellular localization of the GNPs can be determined without the use of exogenous labels. This technique uses wide-field white light, assuring minimal toxicity and suitable signal-to-noise ratio for spectral and temporal resolution of backscattered signal from GNPs and local cellular structures. The application of live-cell PWS introduced here could make a great impact in nanomedicine and nanotechnology by giving new insights into GNP internalization and intracellular trafficking.
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Affiliation(s)
- Graham L C Spicer
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, Il 60208, USA
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10
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Liu PZ, Stephens AD, Banigan EJ, Almassalha L, Backman V, Adams SA, Goldman RD, Marko JF. Nuclear Blebbing Solely as a Function of Chromatin Compaction State. FASEB J 2017. [DOI: 10.1096/fasebj.31.1_supplement.lb237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Patrick Z. Liu
- Department of Molecular BiosciencesNorthwestern UniversityEvanstonIL
| | | | - Edward J. Banigan
- Department of Physics and AstronomyNorthwestern UniversityEvanstonIL
| | - Luay Almassalha
- Department of Biomedical EngineeringNorthwestern UniversityEvanstonIL
| | - Vadim Backman
- Department of Biomedical EngineeringNorthwestern UniversityEvanstonIL
| | - Stephen A. Adams
- Department of Cell and Molecular BiologyFeinberg School of Medicine Northwestern UniversityChicagoIL
| | - Robert D. Goldman
- Department of Cell and Molecular BiologyFeinberg School of Medicine Northwestern UniversityChicagoIL
| | - John F. Marko
- Department of Molecular BiosciencesNorthwestern UniversityEvanstonIL
- Department of Physics and AstronomyNorthwestern UniversityEvanstonIL
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11
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Chandler JE, Stypula-Cyrus Y, Almassalha L, Bauer G, Bowen L, Subramanian H, Szleifer I, Backman V. Colocalization of cellular nanostructure using confocal fluorescence and partial wave spectroscopy. J Biophotonics 2017; 10:377-384. [PMID: 27111884 PMCID: PMC5112146 DOI: 10.1002/jbio.201500298] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2015] [Revised: 03/24/2016] [Accepted: 03/24/2016] [Indexed: 06/05/2023]
Abstract
A new multimodal confocal microscope has been developed, which includes a parallel Partial Wave Spectroscopic (PWS) microscopy path. This combination of modalities allows molecular-specific sensing of nanoscale intracellular structure using fluorescent labels. Combining molecular specificity and sensitivity to nanoscale structure allows localization of nanostructural intracellular changes, which is critical for understanding the mechanisms of diseases such as cancer. To demonstrate the capabilities of this multimodal instrument, we imaged HeLa cells treated with valinomycin, a potassium ionophore that uncouples oxidative phosphorylation. Colocalization of fluorescence images of the nuclei (Hoechst 33342) and mitochondria (anti-mitochondria conjugated to Alexa Fluor 488) with PWS measurements allowed us to detect a significant decrease in nuclear nanoscale heterogeneity (Σ), while no significant change in Σ was observed at mitochondrial sites. In addition, application of the new multimodal imaging approach was demonstrated on human buccal samples prepared using a cancer screening protocol. These images demonstrate that nanoscale intracellular structure can be studied in healthy and diseased cells at molecular-specific sites.
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Affiliation(s)
| | | | | | | | | | | | | | - Vadim Backman
- Corresponding author: , Phone: 8474913536, Fax: 8474914928
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12
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Wali RK, Momi N, Dela Cruz M, Calderwood AH, Stypula-Cyrus Y, Almassalha L, Chhaparia A, Weber CR, Radosevich A, Tiwari AK, Latif B, Backman V, Roy HK. Higher Order Chromatin Modulator Cohesin SA1 Is an Early Biomarker for Colon Carcinogenesis: Race-Specific Implications. Cancer Prev Res (Phila) 2016; 9:844-854. [PMID: 27549371 DOI: 10.1158/1940-6207.capr-16-0054] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2016] [Accepted: 08/08/2016] [Indexed: 12/18/2022]
Abstract
Alterations in high order chromatin, with concomitant modulation in gene expression, are one of the earliest events in the development of colorectal cancer. Cohesins are a family of proteins that modulate high-order chromatin, although the role in colorectal cancer remains incompletely understood. We, therefore, assessed the role of cohesin SA1 in colorectal cancer biology and as a biomarker focusing in particular on the increased incidence/mortality of colorectal cancer among African-Americans. Immunohistochemistry on tissue arrays revealed dramatically decreased SA1 expression in both adenomas (62%; P = 0.001) and adenocarcinomas (75%; P = 0.0001). RT-PCR performed in endoscopically normal rectal biopsies (n = 78) revealed a profound decrease in SA1 expression in adenoma-harboring patients (field carcinogenesis) compared with those who were neoplasia-free (47%; P = 0.03). From a racial perspective, colorectal cancer tissues from Caucasians had 56% higher SA1 expression than in African-Americans. This was mirrored in field carcinogenesis where healthy Caucasians expressed more SA1 at baseline compared with matched African-American subjects (73%; P = 0.003). However, as a biomarker for colorectal cancer risk, the diagnostic performance as assessed by area under ROC curve was greater in African-Americans (AUROC = 0.724) than in Caucasians (AUROC = 0.585). From a biologic perspective, SA1 modulation of high-order chromatin was demonstrated with both biophotonic (nanocytology) and chromatin accessibility [micrococcal nuclease (MNase)] assays in SA1-knockdown HT29 colorectal cancer cells. The functional consequences were underscored by increased proliferation (WST-1; P = 0.0002, colony formation; P = 0.001) in the SA1-knockdown HT29 cells. These results provide the first evidence indicating a tumor suppressor role of SA1 in early colon carcinogenesis and as a risk stratification biomarker giving potential insights into biologic basis of racial disparities in colorectal cancer. Cancer Prev Res; 9(11); 844-54. ©2016 AACR.
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Affiliation(s)
- Ramesh K Wali
- Department of Medicine, Boston University Medical Center, Boston, Massachusetts
| | - Navneet Momi
- Department of Medicine, Boston University Medical Center, Boston, Massachusetts
| | - Mart Dela Cruz
- Department of Medicine, Boston University Medical Center, Boston, Massachusetts
| | - Audrey H Calderwood
- Department of Medicine, Boston University Medical Center, Boston, Massachusetts
| | | | - Luay Almassalha
- Department of Biomedical Engineering, Northwestern University, Evanston, Illinois
| | - Anuj Chhaparia
- Department of Medicine, Boston University Medical Center, Boston, Massachusetts
| | | | - Andrew Radosevich
- Department of Biomedical Engineering, Northwestern University, Evanston, Illinois
| | - Ashish K Tiwari
- Department of Medicine, Boston University Medical Center, Boston, Massachusetts
| | - Bilal Latif
- Department of Medicine, Boston University Medical Center, Boston, Massachusetts
| | - Vadim Backman
- Department of Biomedical Engineering, Northwestern University, Evanston, Illinois
| | - Hemant K Roy
- Department of Medicine, Boston University Medical Center, Boston, Massachusetts.
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13
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Dong B, Almassalha L, Urban BE, Nguyen TQ, Khuon S, Chew TL, Backman V, Sun C, Zhang HF. Super-resolution spectroscopic microscopy via photon localization. Nat Commun 2016; 7:12290. [PMID: 27452975 PMCID: PMC4962472 DOI: 10.1038/ncomms12290] [Citation(s) in RCA: 65] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2016] [Accepted: 06/20/2016] [Indexed: 11/16/2022] Open
Abstract
Traditional photon localization microscopy analyses only the spatial distributions of photons emitted by individual molecules to reconstruct super-resolution optical images. Unfortunately, however, the highly valuable spectroscopic information from these photons have been overlooked. Here we report a spectroscopic photon localization microscopy that is capable of capturing the inherent spectroscopic signatures of photons from individual stochastic radiation events. Spectroscopic photon localization microscopy achieved higher spatial resolution than traditional photon localization microscopy through spectral discrimination to identify the photons emitted from individual molecules. As a result, we resolved two fluorescent molecules, which were 15 nm apart, with the corresponding spatial resolution of 10 nm-a four-fold improvement over photon localization microscopy. Using spectroscopic photon localization microscopy, we further demonstrated simultaneous multi-colour super-resolution imaging of microtubules and mitochondria in COS-7 cells and showed that background autofluorescence can be identified through its distinct emission spectra.
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Affiliation(s)
- Biqin Dong
- Biomedical Engineering Department, Northwestern University, Evanston, Illinois 60208, USA
- Mechanical Engineering Department, Northwestern University, Evanston, Illinois 60208, USA
| | - Luay Almassalha
- Biomedical Engineering Department, Northwestern University, Evanston, Illinois 60208, USA
| | - Ben E. Urban
- Biomedical Engineering Department, Northwestern University, Evanston, Illinois 60208, USA
| | - The-Quyen Nguyen
- Biomedical Engineering Department, Northwestern University, Evanston, Illinois 60208, USA
| | - Satya Khuon
- Advanced Imaging Center, Howard Hughes Medical Institute, Ashburn, Virginia 20147, USA
| | - Teng-Leong Chew
- Advanced Imaging Center, Howard Hughes Medical Institute, Ashburn, Virginia 20147, USA
| | - Vadim Backman
- Biomedical Engineering Department, Northwestern University, Evanston, Illinois 60208, USA
| | - Cheng Sun
- Mechanical Engineering Department, Northwestern University, Evanston, Illinois 60208, USA
| | - Hao F. Zhang
- Biomedical Engineering Department, Northwestern University, Evanston, Illinois 60208, USA
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14
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Stypula Y, Gladstein S, Almassalha L, Bauer G, Chandler J, Cherkezyan L, Zhang D, Subramanian H, Szleifer I, Backman V. Abstract A25: A novel spectroscopic technology to image the native chromatin nanostructure in live cells. Cancer Res 2016. [DOI: 10.1158/1538-7445.chromepi15-a25] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Proper regulation of higher-order chromatin structure is essential for normal gene regulation and cellular function. We have previously found that the nanoscale chromatin structure is significantly altered in early and field carcinogenesis using novel spectroscopic methods in parallel with biological assays (Backman and Roy, J Cancer, 2013, 3:251-261; Subramanian et al, Cancer Res, 2009, 13:5357-63; Stypula-Cyrus et al, PLoS One, 2013, 5:e64600). This was done in fixed human and animal model samples, suggesting that genetic/epigenetic alterations can serve as the earliest marker for neoplastic transformation. While chromatin is well understood at the nucleosomal level (<20nm) and chromosomal level (>200nm), little is known about the higher-order chromatin structure between these length scales. Current techniques available to study cellular structures below the diffraction limit (<200nm) require labeling that may alter the native cell structure, can only visualize a few molecules concurrently, and have poor temporal resolution. Here we present a new technique, BAck-Scattering Interference Spectroscopic (BaSIS) microscopy, with sensitivity to structures between 20-200nm that can quantify the dynamics of the nano-molecular organization in live cells without using exogenous labels.
The BaSIS instrument was built into a commercial inverted microscope (Leica DMIRB) equipped with a high NA oil immersion objective with broadband illumination provided by a Xenon lamp. Refractive index fluctuations are measured by sampling backscattered light at each wavelength 500-700nm using a combination of a liquid crystal tunable filter (LCTF) and a CMOS camera. HeLa and CHO cells were first imaged in petri dishes with coverslip bottoms, and then incubated with Hoechst 33342, a nuclear stain that binds to AT-rich regions of the genome and has been reported to cause double-stranded breaks (DSBs) in the DNA (Pfeiffer et al, Mutagenesis, 2000, 4: 289-302). Additionally, mock-staining experiments were performed to compare the changes in nuclear structure due to Hoechst 33342 excitation compared to UV light exposure alone. We utilized a γ-H2A.X-Alexa488 conjugated antibody after Hoechst- and mock-staining to compare observed changes in BaSIS signal with the formation of DSBs.
Using BaSIS, we show for the first time that the excitation of Hoechst 33342 immediately alters the native nuclear nanostructure and induces formation of DSBs, confirmed by the rapid phosphorylation of H2A.X. In our mock-stained control, we observed an average increase of 0.006% and 0.001% signal after UV exposure (p-value > 0.5), whereas the stained cells display a 17.01% and 7.1% decrease in HeLa and CHO nuclei, respectively (p-value < 0.001). Significantly, these changes in Hoechst-stained cells are detectable by BaSIS within seconds. This suggests that the mechanism responsible for the nuclear alteration detected by BaSIS is localized and immediate. We hypothesized that the observed transformation was due to the homogenization of chromatin through fragmentation and the concurrent chromatin decompaction, detected by refractive index fluctuations. Indeed, following Hoechst staining, we observed an accumulation of the γ-H2A.X antibody, whereas we observed little or no localization in the mock Hoechst-stained nuclei. Furthermore, traditional phase contrast microscopy, which is used for label-free imaging of living samples, did not show any changes in the higher-order chromatin structure following DSB formation in these experiments.
In conclusion, BaSIS is a powerful tool for studying the dynamics of chromatin nanostructure and can serve as a natural supplement to super-resolution fluorescence techniques, providing quantified information about native cellular organization. With this technique, we demonstrated that using the Hoechst DNA-binding dye causes irreversible alterations in chromatin structure at time-scales (seconds) not previously recognized. As a result, BASIS can be applied to a broad range of critical studies in chromatin research. Current and future research include: (i) mRNA transport and the accessibility of euchromatin and heterochromatin to transcription factors; (ii) why and how high-order chromatin structure changes in cancer progression; (iii) the role of nuclear architecture as an epigenetic regulator of gene expression; and (iv) the effect of metabolism on chromatin structure; (v) damage/repair mechanisms and potentially, chemotherapeutic efficacy.
Citation Format: Yolanda Stypula, Scott Gladstein, Luay Almassalha, Greta Bauer, John Chandler, Lusik Cherkezyan, Di Zhang, Hariharan Subramanian, Igal Szleifer, Vadim Backman. A novel spectroscopic technology to image the native chromatin nanostructure in live cells. [abstract]. In: Proceedings of the AACR Special Conference on Chromatin and Epigenetics in Cancer; Sep 24-27, 2015; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2016;76(2 Suppl):Abstract nr A25.
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Affiliation(s)
| | | | | | | | | | | | - Di Zhang
- Northwestern University, Evanston, IL
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