Mapping Mechanical Properties of the Tumor Microenvironment by Laser Speckle Rheological Microscopy
Altered mechanical properties of the tumor matrix have emerged as both the cause and consequence of breast carcinogenesis. Increased tumor stiffness has traditionally provided a viable metric to screen for malignancies via palpation or imaging. Previous studies have demonstrated that the microscale...
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Veröffentlicht in: | Cancer research (Chicago, Ill.) Ill.), 2021-09, Vol.81 (18), p.4874-4885 |
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description | Altered mechanical properties of the tumor matrix have emerged as both the cause and consequence of breast carcinogenesis. Increased tumor stiffness has traditionally provided a viable metric to screen for malignancies via palpation or imaging. Previous studies have demonstrated that the microscale mechanical properties of the cell substrate influence tumor proliferation and invasive migration
. Nevertheless, the association of the mechanical microenvironment with clinical hallmarks of aggressiveness in human breast tumors, including histopathological subtype, grade, receptor expression status, and lymph node involvement is poorly understood. This is largely due to the lack of tools for mapping tumor viscoelastic properties in clinical specimens with high spatial resolution over a large field of view (FoV). Here we introduce laser Speckle rHEologicAl micRoscopy (SHEAR) that for the first time enables mapping the magnitude viscoelastic or shear modulus, |G*(x,y,ω)|, over a range of frequencies (ω = 1-250 rad/second) in excised tumors within minutes with a spatial resolution of approximately 50 μm, over multiple cm
FoV. Application of SHEAR in a cohort of 251 breast cancer specimens from 148 patients demonstrated that |G*(x,y,ω)| (ω = 2π rad/second) closely corresponds with histological features of the tumor, and that the spatial gradient of the shear modulus, |∇|G*(x,y,ω)||, is elevated at the tumor invasive front. Multivariate analyses established that the metrics, (|G* |) and (|∇|G* ||), measured by SHEAR are associated with prognosis. These findings implicate the viscoelastic properties of the tumor microenvironment in breast cancer prognosis and likely pave the path for identifying new modifiable targets for treatment. SIGNIFICANCE: Laser speckle rheological microscopy establishes the links between microscale heterogeneities of viscoelasticity and histopathological subtype, tumor grade, receptor expression, as well as lymph node status in breast carcinoma. |
doi_str_mv | 10.1158/0008-5472.CAN-20-3898 |
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. Nevertheless, the association of the mechanical microenvironment with clinical hallmarks of aggressiveness in human breast tumors, including histopathological subtype, grade, receptor expression status, and lymph node involvement is poorly understood. This is largely due to the lack of tools for mapping tumor viscoelastic properties in clinical specimens with high spatial resolution over a large field of view (FoV). Here we introduce laser Speckle rHEologicAl micRoscopy (SHEAR) that for the first time enables mapping the magnitude viscoelastic or shear modulus, |G*(x,y,ω)|, over a range of frequencies (ω = 1-250 rad/second) in excised tumors within minutes with a spatial resolution of approximately 50 μm, over multiple cm
FoV. Application of SHEAR in a cohort of 251 breast cancer specimens from 148 patients demonstrated that |G*(x,y,ω)| (ω = 2π rad/second) closely corresponds with histological features of the tumor, and that the spatial gradient of the shear modulus, |∇|G*(x,y,ω)||, is elevated at the tumor invasive front. Multivariate analyses established that the metrics, (|G* |) and (|∇|G* ||), measured by SHEAR are associated with prognosis. These findings implicate the viscoelastic properties of the tumor microenvironment in breast cancer prognosis and likely pave the path for identifying new modifiable targets for treatment. SIGNIFICANCE: Laser speckle rheological microscopy establishes the links between microscale heterogeneities of viscoelasticity and histopathological subtype, tumor grade, receptor expression, as well as lymph node status in breast carcinoma.</description><identifier>ISSN: 0008-5472</identifier><identifier>EISSN: 1538-7445</identifier><identifier>DOI: 10.1158/0008-5472.CAN-20-3898</identifier><identifier>PMID: 34526347</identifier><language>eng</language><publisher>United States</publisher><subject>Algorithms ; Biomarkers, Tumor ; Humans ; Image Processing, Computer-Assisted ; Mechanical Phenomena ; Microscopy, Confocal ; Models, Theoretical ; Neoplasm Grading ; Neoplasm Staging ; Neoplasms - diagnostic imaging ; Neoplasms - etiology ; Neoplasms - pathology ; Rheology ; Tumor Microenvironment</subject><ispartof>Cancer research (Chicago, Ill.), 2021-09, Vol.81 (18), p.4874-4885</ispartof><rights>2021 American Association for Cancer Research.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c411t-53911bdd2ccea6882a471783ae118e99175d41a5abf9571bc1312afe645239793</citedby><cites>FETCH-LOGICAL-c411t-53911bdd2ccea6882a471783ae118e99175d41a5abf9571bc1312afe645239793</cites><orcidid>0000-0003-1429-4786</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,315,781,785,886,3357,27925,27926</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34526347$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Hajjarian, Zeinab</creatorcontrib><creatorcontrib>Brachtel, Elena F</creatorcontrib><creatorcontrib>Tshikudi, Diane M</creatorcontrib><creatorcontrib>Nadkarni, Seemantini K</creatorcontrib><title>Mapping Mechanical Properties of the Tumor Microenvironment by Laser Speckle Rheological Microscopy</title><title>Cancer research (Chicago, Ill.)</title><addtitle>Cancer Res</addtitle><description>Altered mechanical properties of the tumor matrix have emerged as both the cause and consequence of breast carcinogenesis. Increased tumor stiffness has traditionally provided a viable metric to screen for malignancies via palpation or imaging. Previous studies have demonstrated that the microscale mechanical properties of the cell substrate influence tumor proliferation and invasive migration
. Nevertheless, the association of the mechanical microenvironment with clinical hallmarks of aggressiveness in human breast tumors, including histopathological subtype, grade, receptor expression status, and lymph node involvement is poorly understood. This is largely due to the lack of tools for mapping tumor viscoelastic properties in clinical specimens with high spatial resolution over a large field of view (FoV). Here we introduce laser Speckle rHEologicAl micRoscopy (SHEAR) that for the first time enables mapping the magnitude viscoelastic or shear modulus, |G*(x,y,ω)|, over a range of frequencies (ω = 1-250 rad/second) in excised tumors within minutes with a spatial resolution of approximately 50 μm, over multiple cm
FoV. Application of SHEAR in a cohort of 251 breast cancer specimens from 148 patients demonstrated that |G*(x,y,ω)| (ω = 2π rad/second) closely corresponds with histological features of the tumor, and that the spatial gradient of the shear modulus, |∇|G*(x,y,ω)||, is elevated at the tumor invasive front. Multivariate analyses established that the metrics, (|G* |) and (|∇|G* ||), measured by SHEAR are associated with prognosis. These findings implicate the viscoelastic properties of the tumor microenvironment in breast cancer prognosis and likely pave the path for identifying new modifiable targets for treatment. SIGNIFICANCE: Laser speckle rheological microscopy establishes the links between microscale heterogeneities of viscoelasticity and histopathological subtype, tumor grade, receptor expression, as well as lymph node status in breast carcinoma.</description><subject>Algorithms</subject><subject>Biomarkers, Tumor</subject><subject>Humans</subject><subject>Image Processing, Computer-Assisted</subject><subject>Mechanical Phenomena</subject><subject>Microscopy, Confocal</subject><subject>Models, Theoretical</subject><subject>Neoplasm Grading</subject><subject>Neoplasm Staging</subject><subject>Neoplasms - diagnostic imaging</subject><subject>Neoplasms - etiology</subject><subject>Neoplasms - pathology</subject><subject>Rheology</subject><subject>Tumor Microenvironment</subject><issn>0008-5472</issn><issn>1538-7445</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVUctu2zAQJIIEiZvkE1rwmItSLR8mdQkQGG1awG6CPM4ERa9stpKokHIA_30kOzXa02Kxs7MzO4R8hvwaQOqveZ7rTArFrme3vzKWZ1wX-ohMQHKdKSHkMZkcMGfkU0q_h1ZCLk_JGReSTblQE-IWtut8u6ILdGvbemdr-hBDh7H3mGioaL9G-rxpQqQL72LA9s3H0DbY9rTc0rlNGOlTh-5PjfRxjaEOqx3LDp1c6LYX5KSydcLLj3pOXr5_e579yOb3dz9nt_PMCYA-k7wAKJdL5hzaqdbMCgVKc4sAGosClFwKsNKWVSEVlA44MFvhdDDDC1Xwc3Kz5-02ZYNLN0iMtjZd9I2NWxOsN_9PWr82q_BmtGRCaTkQXH0QxPC6wdSbxieHdW1bDJtkmFRccFVoGKByDx1NpojV4QzkZgzIjM834_PNEJBhuRkDGva-_KvxsPU3Ef4ORZiOLQ</recordid><startdate>20210915</startdate><enddate>20210915</enddate><creator>Hajjarian, Zeinab</creator><creator>Brachtel, Elena F</creator><creator>Tshikudi, Diane M</creator><creator>Nadkarni, Seemantini K</creator><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-1429-4786</orcidid></search><sort><creationdate>20210915</creationdate><title>Mapping Mechanical Properties of the Tumor Microenvironment by Laser Speckle Rheological Microscopy</title><author>Hajjarian, Zeinab ; Brachtel, Elena F ; Tshikudi, Diane M ; Nadkarni, Seemantini K</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c411t-53911bdd2ccea6882a471783ae118e99175d41a5abf9571bc1312afe645239793</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Algorithms</topic><topic>Biomarkers, Tumor</topic><topic>Humans</topic><topic>Image Processing, Computer-Assisted</topic><topic>Mechanical Phenomena</topic><topic>Microscopy, Confocal</topic><topic>Models, Theoretical</topic><topic>Neoplasm Grading</topic><topic>Neoplasm Staging</topic><topic>Neoplasms - diagnostic imaging</topic><topic>Neoplasms - etiology</topic><topic>Neoplasms - pathology</topic><topic>Rheology</topic><topic>Tumor Microenvironment</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hajjarian, Zeinab</creatorcontrib><creatorcontrib>Brachtel, Elena F</creatorcontrib><creatorcontrib>Tshikudi, Diane M</creatorcontrib><creatorcontrib>Nadkarni, Seemantini K</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Cancer research (Chicago, Ill.)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hajjarian, Zeinab</au><au>Brachtel, Elena F</au><au>Tshikudi, Diane M</au><au>Nadkarni, Seemantini K</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Mapping Mechanical Properties of the Tumor Microenvironment by Laser Speckle Rheological Microscopy</atitle><jtitle>Cancer research (Chicago, Ill.)</jtitle><addtitle>Cancer Res</addtitle><date>2021-09-15</date><risdate>2021</risdate><volume>81</volume><issue>18</issue><spage>4874</spage><epage>4885</epage><pages>4874-4885</pages><issn>0008-5472</issn><eissn>1538-7445</eissn><abstract>Altered mechanical properties of the tumor matrix have emerged as both the cause and consequence of breast carcinogenesis. Increased tumor stiffness has traditionally provided a viable metric to screen for malignancies via palpation or imaging. Previous studies have demonstrated that the microscale mechanical properties of the cell substrate influence tumor proliferation and invasive migration
. Nevertheless, the association of the mechanical microenvironment with clinical hallmarks of aggressiveness in human breast tumors, including histopathological subtype, grade, receptor expression status, and lymph node involvement is poorly understood. This is largely due to the lack of tools for mapping tumor viscoelastic properties in clinical specimens with high spatial resolution over a large field of view (FoV). Here we introduce laser Speckle rHEologicAl micRoscopy (SHEAR) that for the first time enables mapping the magnitude viscoelastic or shear modulus, |G*(x,y,ω)|, over a range of frequencies (ω = 1-250 rad/second) in excised tumors within minutes with a spatial resolution of approximately 50 μm, over multiple cm
FoV. Application of SHEAR in a cohort of 251 breast cancer specimens from 148 patients demonstrated that |G*(x,y,ω)| (ω = 2π rad/second) closely corresponds with histological features of the tumor, and that the spatial gradient of the shear modulus, |∇|G*(x,y,ω)||, is elevated at the tumor invasive front. Multivariate analyses established that the metrics, (|G* |) and (|∇|G* ||), measured by SHEAR are associated with prognosis. These findings implicate the viscoelastic properties of the tumor microenvironment in breast cancer prognosis and likely pave the path for identifying new modifiable targets for treatment. SIGNIFICANCE: Laser speckle rheological microscopy establishes the links between microscale heterogeneities of viscoelasticity and histopathological subtype, tumor grade, receptor expression, as well as lymph node status in breast carcinoma.</abstract><cop>United States</cop><pmid>34526347</pmid><doi>10.1158/0008-5472.CAN-20-3898</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0003-1429-4786</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Algorithms Biomarkers, Tumor Humans Image Processing, Computer-Assisted Mechanical Phenomena Microscopy, Confocal Models, Theoretical Neoplasm Grading Neoplasm Staging Neoplasms - diagnostic imaging Neoplasms - etiology Neoplasms - pathology Rheology Tumor Microenvironment |
title | Mapping Mechanical Properties of the Tumor Microenvironment by Laser Speckle Rheological Microscopy |
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