Cargando…
Network-level functional connectivity alterations in chemotherapy treated breast cancer patients: a longitudinal resting state functional MRI study
BACKGROUND: Previous studies have found abnormal structural and functional brain alterations in breast cancer survivors undergoing chemotherapy. However, the network-level brain changes following chemotherapy remain unknown. The purpose of this study was to investigate the dynamic changes of large-s...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7565338/ https://www.ncbi.nlm.nih.gov/pubmed/33066822 http://dx.doi.org/10.1186/s40644-020-00355-6 |
_version_ | 1783595911115440128 |
---|---|
author | Feng, Yun Wang, Yun Fei Zheng, Li Juan Shi, Zhao Huang, Wei Zhang, Long Jiang |
author_facet | Feng, Yun Wang, Yun Fei Zheng, Li Juan Shi, Zhao Huang, Wei Zhang, Long Jiang |
author_sort | Feng, Yun |
collection | PubMed |
description | BACKGROUND: Previous studies have found abnormal structural and functional brain alterations in breast cancer survivors undergoing chemotherapy. However, the network-level brain changes following chemotherapy remain unknown. The purpose of this study was to investigate the dynamic changes of large-scale within- and between-network functional connectivity in chemotherapy-treated breast cancer patients. METHODS: Seventeen breast cancer patients were evaluated with resting state functional MRI (rs-fMRI), neuropsychological tests and blood examination before postoperative chemotherapy (t0), one week after completing chemotherapy (t1) and six months after completing chemotherapy (t2). Nineteen age- and education level-matched healthy controls (HC) were also recruited. Independent components analysis (ICA) was performed to assess network component using rs-fMRI data. The functional network changes were then correlated with cognitive assessment scores and blood biochemical indexes. RESULTS: One-way repeated measures ANOVA revealed significantly changed within-network functional connectivity in the anterior and posterior default mode network (ADMN and PDMN), left and right frontoparietal network (LFPN and RFPN), visual network and self-referential network. Post-hoc test showed that decreased within-network functional connectivity in ADMN, PDMN, LFPN, RFPN, SRN and central network one week after chemotherapy and increased six months after chemotherapy (all P < 0.05). As for the between-network functional connectivity, the PDMN- sensorimotor network connectivity showed the same tendency. Most of these within- and between-network functional connectivity changes were negatively associated with blood biochemical indexes and cognitive assessment scores (all P < 0.05). CONCLUSIONS: These results indicated that chemotherapy may induce widespread abnormalities in resting state networks, which may serve as a potential biomarker of chemotherapy related cognitive impairment, providing insights for further functional recovery treatment. |
format | Online Article Text |
id | pubmed-7565338 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-75653382020-10-16 Network-level functional connectivity alterations in chemotherapy treated breast cancer patients: a longitudinal resting state functional MRI study Feng, Yun Wang, Yun Fei Zheng, Li Juan Shi, Zhao Huang, Wei Zhang, Long Jiang Cancer Imaging Research Article BACKGROUND: Previous studies have found abnormal structural and functional brain alterations in breast cancer survivors undergoing chemotherapy. However, the network-level brain changes following chemotherapy remain unknown. The purpose of this study was to investigate the dynamic changes of large-scale within- and between-network functional connectivity in chemotherapy-treated breast cancer patients. METHODS: Seventeen breast cancer patients were evaluated with resting state functional MRI (rs-fMRI), neuropsychological tests and blood examination before postoperative chemotherapy (t0), one week after completing chemotherapy (t1) and six months after completing chemotherapy (t2). Nineteen age- and education level-matched healthy controls (HC) were also recruited. Independent components analysis (ICA) was performed to assess network component using rs-fMRI data. The functional network changes were then correlated with cognitive assessment scores and blood biochemical indexes. RESULTS: One-way repeated measures ANOVA revealed significantly changed within-network functional connectivity in the anterior and posterior default mode network (ADMN and PDMN), left and right frontoparietal network (LFPN and RFPN), visual network and self-referential network. Post-hoc test showed that decreased within-network functional connectivity in ADMN, PDMN, LFPN, RFPN, SRN and central network one week after chemotherapy and increased six months after chemotherapy (all P < 0.05). As for the between-network functional connectivity, the PDMN- sensorimotor network connectivity showed the same tendency. Most of these within- and between-network functional connectivity changes were negatively associated with blood biochemical indexes and cognitive assessment scores (all P < 0.05). CONCLUSIONS: These results indicated that chemotherapy may induce widespread abnormalities in resting state networks, which may serve as a potential biomarker of chemotherapy related cognitive impairment, providing insights for further functional recovery treatment. BioMed Central 2020-10-16 /pmc/articles/PMC7565338/ /pubmed/33066822 http://dx.doi.org/10.1186/s40644-020-00355-6 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Feng, Yun Wang, Yun Fei Zheng, Li Juan Shi, Zhao Huang, Wei Zhang, Long Jiang Network-level functional connectivity alterations in chemotherapy treated breast cancer patients: a longitudinal resting state functional MRI study |
title | Network-level functional connectivity alterations in chemotherapy treated breast cancer patients: a longitudinal resting state functional MRI study |
title_full | Network-level functional connectivity alterations in chemotherapy treated breast cancer patients: a longitudinal resting state functional MRI study |
title_fullStr | Network-level functional connectivity alterations in chemotherapy treated breast cancer patients: a longitudinal resting state functional MRI study |
title_full_unstemmed | Network-level functional connectivity alterations in chemotherapy treated breast cancer patients: a longitudinal resting state functional MRI study |
title_short | Network-level functional connectivity alterations in chemotherapy treated breast cancer patients: a longitudinal resting state functional MRI study |
title_sort | network-level functional connectivity alterations in chemotherapy treated breast cancer patients: a longitudinal resting state functional mri study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7565338/ https://www.ncbi.nlm.nih.gov/pubmed/33066822 http://dx.doi.org/10.1186/s40644-020-00355-6 |
work_keys_str_mv | AT fengyun networklevelfunctionalconnectivityalterationsinchemotherapytreatedbreastcancerpatientsalongitudinalrestingstatefunctionalmristudy AT wangyunfei networklevelfunctionalconnectivityalterationsinchemotherapytreatedbreastcancerpatientsalongitudinalrestingstatefunctionalmristudy AT zhenglijuan networklevelfunctionalconnectivityalterationsinchemotherapytreatedbreastcancerpatientsalongitudinalrestingstatefunctionalmristudy AT shizhao networklevelfunctionalconnectivityalterationsinchemotherapytreatedbreastcancerpatientsalongitudinalrestingstatefunctionalmristudy AT huangwei networklevelfunctionalconnectivityalterationsinchemotherapytreatedbreastcancerpatientsalongitudinalrestingstatefunctionalmristudy AT zhanglongjiang networklevelfunctionalconnectivityalterationsinchemotherapytreatedbreastcancerpatientsalongitudinalrestingstatefunctionalmristudy |