Guiding irregular nuclear morphology on nanopillar arrays for malignancy differentiation in tumor cells

For more than a century, abnormal nuclei in tumor cells, presenting subnuclear invaginations and folds on the nuclear envelope, have been known to be associated with high malignancy and poor prognosis. However, current nuclear morphology analysis focuses on the features of the entire nucleus, overlo...

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Main Authors: Zeng, Yongpeng, Zhuang, Yinyin, Vinod, Benjamin, Guo, Xiangfu, Mitra, Aninda, Chen, Peng, Saggio, Isabella, Shivashankar, G. V., Gao, Weibo, Zhao, Wenting
Other Authors: School of Biological Sciences
Format: Article
Language:English
Published: 2022
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Online Access:https://hdl.handle.net/10356/163458
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1634582023-06-21T08:35:38Z Guiding irregular nuclear morphology on nanopillar arrays for malignancy differentiation in tumor cells Zeng, Yongpeng Zhuang, Yinyin Vinod, Benjamin Guo, Xiangfu Mitra, Aninda Chen, Peng Saggio, Isabella Shivashankar, G. V. Gao, Weibo Zhao, Wenting School of Biological Sciences School of Physical and Mathematical Sciences School of Chemistry, Chemical Engineering and Biotechnology Institute for Digital Molecular Analytics and Science, NTU The Photonics Institute Centre for Disruptive Photonic Technologies (CDPT) Science::Biological sciences Nanopillar Subnuclear Irregularity For more than a century, abnormal nuclei in tumor cells, presenting subnuclear invaginations and folds on the nuclear envelope, have been known to be associated with high malignancy and poor prognosis. However, current nuclear morphology analysis focuses on the features of the entire nucleus, overlooking the malignancy-related subnuclear features in nanometer scale. The main technical challenge is to probe such tiny and randomly distributed features inside cells. We here employ nanopillar arrays to guide subnuclear features into ordered patterns, enabling their quantification as a strong indicator of cell malignancy. Both breast and liver cancer cells were validated as well as the quantification of nuclear abnormality heterogeneity. The alterations of subnuclear patterns were also explored as effective readouts for drug treatment. We envision that this nanopillar-enabled quantification of subnuclear abnormal features in tumor cells opens a new angle in characterizing malignant cells and studying the unique nuclear biology in cancer. Ministry of Education (MOE) Nanyang Technological University National Research Foundation (NRF) This work is supported by the Singapore Ministry of Education (MOE) (W.Z., RG145/18 and RG112/20), the Singapore National Research Foundation (W.Z., NRF2019-NRF-ISF003- 3292), the Institute for Digital Molecular Analytics and Science (IDMxS) supported by MOE funding under the Research Centres of Excellence scheme (W.Z.), the NTU Start-up Grant (W.Z.), the NTU-NNI Neurotechnology Fellowship (W.Z.), and AIRC IG-24614 and Sapienza AR1181642EE61111 (I.S.). 2022-12-07T02:15:36Z 2022-12-07T02:15:36Z 2022 Journal Article Zeng, Y., Zhuang, Y., Vinod, B., Guo, X., Mitra, A., Chen, P., Saggio, I., Shivashankar, G. V., Gao, W. & Zhao, W. (2022). Guiding irregular nuclear morphology on nanopillar arrays for malignancy differentiation in tumor cells. Nano Letters, 22(18), 7724-7733. https://dx.doi.org/10.1021/acs.nanolett.2c01849 1530-6984 https://hdl.handle.net/10356/163458 10.1021/acs.nanolett.2c01849 35969027 2-s2.0-85136676971 18 22 7724 7733 en RG145/18 RG112/20 NRF2019-NRF-ISF003- 3292 Nano Letters © 2022 American Chemical Society. All rights reserved.
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Science::Biological sciences
Nanopillar
Subnuclear Irregularity
spellingShingle Science::Biological sciences
Nanopillar
Subnuclear Irregularity
Zeng, Yongpeng
Zhuang, Yinyin
Vinod, Benjamin
Guo, Xiangfu
Mitra, Aninda
Chen, Peng
Saggio, Isabella
Shivashankar, G. V.
Gao, Weibo
Zhao, Wenting
Guiding irregular nuclear morphology on nanopillar arrays for malignancy differentiation in tumor cells
description For more than a century, abnormal nuclei in tumor cells, presenting subnuclear invaginations and folds on the nuclear envelope, have been known to be associated with high malignancy and poor prognosis. However, current nuclear morphology analysis focuses on the features of the entire nucleus, overlooking the malignancy-related subnuclear features in nanometer scale. The main technical challenge is to probe such tiny and randomly distributed features inside cells. We here employ nanopillar arrays to guide subnuclear features into ordered patterns, enabling their quantification as a strong indicator of cell malignancy. Both breast and liver cancer cells were validated as well as the quantification of nuclear abnormality heterogeneity. The alterations of subnuclear patterns were also explored as effective readouts for drug treatment. We envision that this nanopillar-enabled quantification of subnuclear abnormal features in tumor cells opens a new angle in characterizing malignant cells and studying the unique nuclear biology in cancer.
author2 School of Biological Sciences
author_facet School of Biological Sciences
Zeng, Yongpeng
Zhuang, Yinyin
Vinod, Benjamin
Guo, Xiangfu
Mitra, Aninda
Chen, Peng
Saggio, Isabella
Shivashankar, G. V.
Gao, Weibo
Zhao, Wenting
format Article
author Zeng, Yongpeng
Zhuang, Yinyin
Vinod, Benjamin
Guo, Xiangfu
Mitra, Aninda
Chen, Peng
Saggio, Isabella
Shivashankar, G. V.
Gao, Weibo
Zhao, Wenting
author_sort Zeng, Yongpeng
title Guiding irregular nuclear morphology on nanopillar arrays for malignancy differentiation in tumor cells
title_short Guiding irregular nuclear morphology on nanopillar arrays for malignancy differentiation in tumor cells
title_full Guiding irregular nuclear morphology on nanopillar arrays for malignancy differentiation in tumor cells
title_fullStr Guiding irregular nuclear morphology on nanopillar arrays for malignancy differentiation in tumor cells
title_full_unstemmed Guiding irregular nuclear morphology on nanopillar arrays for malignancy differentiation in tumor cells
title_sort guiding irregular nuclear morphology on nanopillar arrays for malignancy differentiation in tumor cells
publishDate 2022
url https://hdl.handle.net/10356/163458
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