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3D-imaging and quantitative assessment for size-related penetration of HfO2 nanoparticles in breast cancer tumor by synchrotron radiation microcomputed tomography

The development of quantitative analytical methods to assess the heterogeneous distribution and penetration of nanodrugs in solid tumors is of great importance for anticancer nanomedicine. Herein, Expectation-Maximization (EM) iterate algorithm and threshold segmentation methods were used to visuali...

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Published in:Analytica chimica acta 2023-07, Vol.1266, p.341352-341352, Article 341352
Main Authors: Wang, Jiali, Zhang, Tingfeng, Liao, You, Chen, Wei, Liang, Shanshan, Xu, Si, Fang, Hao, Wang, Meng, Zheng, Lingna, Gu, Zhanjun, Zhang, Zhiyong, Wang, Bing, Bi, Yi, Feng, Weiyue
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container_title Analytica chimica acta
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creator Wang, Jiali
Zhang, Tingfeng
Liao, You
Chen, Wei
Liang, Shanshan
Xu, Si
Fang, Hao
Wang, Meng
Zheng, Lingna
Gu, Zhanjun
Zhang, Zhiyong
Wang, Bing
Bi, Yi
Feng, Weiyue
description The development of quantitative analytical methods to assess the heterogeneous distribution and penetration of nanodrugs in solid tumors is of great importance for anticancer nanomedicine. Herein, Expectation-Maximization (EM) iterate algorithm and threshold segmentation methods were used to visualize and quantify the spatial distribution patterns, penetration depth and diffusion features of two-sized hafnium oxide nanoparticles (s-HfO2 NPs in 2 nm and l-HfO2 NPs in 50 nm sizes) in mouse models of breast cancer using synchrotron radiation micro-computed tomography (SR-μCT) imaging technique. The three-dimensional (3D) SR-μCT images were reconstructed based on the EM iterate algorithm thus clearly displayed the size-related penetration and distribution within the tumors after intra-tumoral injection of HfO2 NPs and X-ray irradiation treatment. The obtained 3D animations clearly show that a considerable amount of s-HfO2 and l-HfO2 NPs diffused into tumor tissues at 2 h post-injection and displayed the obvious increase in the tumor penetration and distribution area within the tumors at day 7 after combination with low-dose X-ray irradiation treatment. A thresholding segmentation for 3D SR-μCT image was developed to assess the penetration depth and quantity of HfO2 NPs along the injection sites in tumors. The developed 3D-imaging techniques revealed that the s-HfO2 NPs presented more homogeneous distribution pattern, diffused more quickly and penetrated more deeply within tumor tissues than the l-HfO2 NPs did. Whereas, the low-dose X-ray irradiation treatment greatly enhanced the wide distribution and deep penetration of both s-HfO2 and l-HfO2 NPs. This developed method may provide quantitative distribution and penetration information for the X-ray sensitive high-Z metal nanodrugs in the cancer imaging and therapy. [Display omitted] •Development of relatively quantitative assessment method for penetration of nanoparticle in the Tumor.•SR-μCT imaging was coupled with iterate algorithm and iterate segmentation.•The spatial distribution patterns of NPs in the tumor was visualized.•Penetration depth and diffusion features of NPs in the tumor was quantified.
doi_str_mv 10.1016/j.aca.2023.341352
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A thresholding segmentation for 3D SR-μCT image was developed to assess the penetration depth and quantity of HfO2 NPs along the injection sites in tumors. The developed 3D-imaging techniques revealed that the s-HfO2 NPs presented more homogeneous distribution pattern, diffused more quickly and penetrated more deeply within tumor tissues than the l-HfO2 NPs did. Whereas, the low-dose X-ray irradiation treatment greatly enhanced the wide distribution and deep penetration of both s-HfO2 and l-HfO2 NPs. This developed method may provide quantitative distribution and penetration information for the X-ray sensitive high-Z metal nanodrugs in the cancer imaging and therapy. [Display omitted] •Development of relatively quantitative assessment method for penetration of nanoparticle in the Tumor.•SR-μCT imaging was coupled with iterate algorithm and iterate segmentation.•The spatial distribution patterns of NPs in the tumor was visualized.•Penetration depth and diffusion features of NPs in the tumor was quantified.</description><identifier>ISSN: 0003-2670</identifier><identifier>EISSN: 1873-4324</identifier><identifier>DOI: 10.1016/j.aca.2023.341352</identifier><language>eng</language><publisher>Elsevier B.V</publisher><subject>Hafnium oxide nanoparticles ; Penetration ; Size-related ; Solid tumor ; Synchrotron radiation micro-CT imaging</subject><ispartof>Analytica chimica acta, 2023-07, Vol.1266, p.341352-341352, Article 341352</ispartof><rights>2023 Elsevier B.V.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c282t-32e78c69f0dff5fc4dd974beff2a274ff9ea11e0a858eaffc400651d941db42e3</cites><orcidid>0000-0002-1869-8000 ; 0000-0003-4578-4729 ; 0000-0001-9753-0873</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids></links><search><creatorcontrib>Wang, Jiali</creatorcontrib><creatorcontrib>Zhang, Tingfeng</creatorcontrib><creatorcontrib>Liao, You</creatorcontrib><creatorcontrib>Chen, Wei</creatorcontrib><creatorcontrib>Liang, Shanshan</creatorcontrib><creatorcontrib>Xu, Si</creatorcontrib><creatorcontrib>Fang, Hao</creatorcontrib><creatorcontrib>Wang, Meng</creatorcontrib><creatorcontrib>Zheng, Lingna</creatorcontrib><creatorcontrib>Gu, Zhanjun</creatorcontrib><creatorcontrib>Zhang, Zhiyong</creatorcontrib><creatorcontrib>Wang, Bing</creatorcontrib><creatorcontrib>Bi, Yi</creatorcontrib><creatorcontrib>Feng, Weiyue</creatorcontrib><title>3D-imaging and quantitative assessment for size-related penetration of HfO2 nanoparticles in breast cancer tumor by synchrotron radiation microcomputed tomography</title><title>Analytica chimica acta</title><description>The development of quantitative analytical methods to assess the heterogeneous distribution and penetration of nanodrugs in solid tumors is of great importance for anticancer nanomedicine. 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subjects Hafnium oxide nanoparticles
Penetration
Size-related
Solid tumor
Synchrotron radiation micro-CT imaging
title 3D-imaging and quantitative assessment for size-related penetration of HfO2 nanoparticles in breast cancer tumor by synchrotron radiation microcomputed tomography
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