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Published in: BMC Cancer 1/2019

Open Access 01-12-2019 | Gynecologic Cancer | Research article

Changes in functional brain networks and neurocognitive function in Chinese gynecological cancer patients after chemotherapy: a prospective longitudinal study

Authors: Yingchun Zeng, Andy S. K. Cheng, Ting Song, Xiujie Sheng, Huaidong Cheng, Yingwei Qiu, Jianfei Xie, Chetwyn C. H. Chan

Published in: BMC Cancer | Issue 1/2019

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Abstract

Background

Previous neurocognitive assessments in non-central nervous system cancers highlight the high incidence of neurocognitive dysfunction in this study population. However, there have been few studies exploring neurocognitive dysfunction induced by chemotherapy in gynecological cancer patients. This prospective longitudinal study was conducted to assess neurocognitive functioning and functional brain networks in Chinese gynecological cancer patients pre- and post-chemotherapy, while additionally including age-matched healthy subjects as the control group.

Methods

All research participants were evaluated using a resting-state functional magnetic resonance imaging and neurocognition assessment. Behavioral data were conducted using SPSS for descriptive statistics, correlation and comparison analyses. Preprocessing of MRI (Magnetic Resonance Imaging) data and network analyses were performed using GRETNA (Graph Theoretical Network Analysis).

Results

A total of 40 subjects joined this study, with 20 subjects in each group. With the exception of the mean of psychomotor speed, there was no significant difference pre-chemotherapy between patients and healthy controls in neurocognitive test mean scores (Ps > 0.05). During the post-chemotherapy assessment, there were significant differences in the mean scores of neurocognitive tests (including Digit Span tests, verbal memory, immediate recall, delayed recall, and information processing speed tests) (all Ps < 0 .05). Longitudinal graph analysis revealed statistically significant differences in the patient group, with significant decreases in both local efficiency (P < 0.01) and global efficiency (P = 0.04). Lower raw TMT-A scores were significantly associated with lower local efficiency (r = 0.37, P = 0.03). Lower verbal memory scores were statistically significant and associated with lower global efficiency (r = 0.54, P = 0.02) in the patient group, but not in the healthy control group.

Conclusions

This study found that the risk of brain function and neurocognitive changes following chemotherapy could potentially guide patients in making appropriate treatment decisions, and this study may identify a cohort that could be suited for study of an intervention.
Literature
3.
go back to reference Joly F, Giffard B, Rigal O, De Ruiter MB, Small BJ, Dubois M, LeFel J, Schagen SB, Ahles TA, Wefel JS, Vardy JL, Pancré V, Lange M, Castel H. Impact of Cancer and its treatment on cognitive function: advances in research from the Paris international cognition and Cancer task force symposium and update since 2012. J Pain Symptom Manag. 2015;50(6):830–41. https://doi.org/10.1016/j.jpainsymman.2015.06.019.CrossRef Joly F, Giffard B, Rigal O, De Ruiter MB, Small BJ, Dubois M, LeFel J, Schagen SB, Ahles TA, Wefel JS, Vardy JL, Pancré V, Lange M, Castel H. Impact of Cancer and its treatment on cognitive function: advances in research from the Paris international cognition and Cancer task force symposium and update since 2012. J Pain Symptom Manag. 2015;50(6):830–41. https://​doi.​org/​10.​1016/​j.​jpainsymman.​2015.​06.​019.CrossRef
6.
11.
16.
go back to reference Bruno J, Hosseini SM, Kesler S. Altered resting state functional brain network topology in chemotherapy-treated breast cancer survivors. Neurobiol Dis. 2012;48(3):329–38.CrossRef Bruno J, Hosseini SM, Kesler S. Altered resting state functional brain network topology in chemotherapy-treated breast cancer survivors. Neurobiol Dis. 2012;48(3):329–38.CrossRef
17.
go back to reference Fox MD, Raichle ME. Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nat Rev Neurosci. 2007;8(9):700–11.CrossRef Fox MD, Raichle ME. Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nat Rev Neurosci. 2007;8(9):700–11.CrossRef
19.
go back to reference Shen Y, Yao J, Jiang X, Zhang L, Xu L, Feng R, Cai L, Liu J, Wang J, Chen W. Sub-hubs of baseline functional brain networks are related to early improvement following two-week pharmacological therapy for major depressive disorder. Hum Brain Mapp. 2015;36(8):2915–27. https://doi.org/10.1002/hbm.22817.CrossRefPubMed Shen Y, Yao J, Jiang X, Zhang L, Xu L, Feng R, Cai L, Liu J, Wang J, Chen W. Sub-hubs of baseline functional brain networks are related to early improvement following two-week pharmacological therapy for major depressive disorder. Hum Brain Mapp. 2015;36(8):2915–27. https://​doi.​org/​10.​1002/​hbm.​22817.CrossRefPubMed
22.
go back to reference Hess LM, Chambers SK, Hatch K, Hallum A, Janicek MF, Buscema J, Borst M, Johnson C, Slayton L, Chongpison Y, Alberts DS. Pilot study of the prospective dentification of changes in cognitive function during chemotherapy treatment for advanced ovarian cancer. J Support Oncol. 2010;8(6):252–8.CrossRef Hess LM, Chambers SK, Hatch K, Hallum A, Janicek MF, Buscema J, Borst M, Johnson C, Slayton L, Chongpison Y, Alberts DS. Pilot study of the prospective dentification of changes in cognitive function during chemotherapy treatment for advanced ovarian cancer. J Support Oncol. 2010;8(6):252–8.CrossRef
23.
go back to reference Hess LM, Huang HQ, Hanlon AL, Robinson WR, Johnson R, Chambers SK, Mannel RS, Puls L, Davidson SA, Method M, Lele S, Havrilesky L, Nelson T, Alberts DS. Cognitive function during and six months following chemotherapy for front-line treatment of ovarian, primary peritoneal or fallopian tube cancer: an NRG oncology/gynecologic oncology group study. Gynecol Oncol. 2015;139(3):541–5. https://doi.org/10.1016/j.ygyno.2015.10.003.CrossRefPubMedPubMedCentral Hess LM, Huang HQ, Hanlon AL, Robinson WR, Johnson R, Chambers SK, Mannel RS, Puls L, Davidson SA, Method M, Lele S, Havrilesky L, Nelson T, Alberts DS. Cognitive function during and six months following chemotherapy for front-line treatment of ovarian, primary peritoneal or fallopian tube cancer: an NRG oncology/gynecologic oncology group study. Gynecol Oncol. 2015;139(3):541–5. https://​doi.​org/​10.​1016/​j.​ygyno.​2015.​10.​003.CrossRefPubMedPubMedCentral
26.
go back to reference Guo QH. Handbook of neuropsychological assessment. 2nd ed. Shanghai: Shanghai Science and Technology Publishing Co., Ltd; 2016. Guo QH. Handbook of neuropsychological assessment. 2nd ed. Shanghai: Shanghai Science and Technology Publishing Co., Ltd; 2016.
27.
go back to reference Strauss E, Sherman EM, Spreen OA. Compendium of Neuropsychological Tests: Administration, Norms, and Commentary. 3rd ed. NewYork: Oxford University Press; 2006. Strauss E, Sherman EM, Spreen OA. Compendium of Neuropsychological Tests: Administration, Norms, and Commentary. 3rd ed. NewYork: Oxford University Press; 2006.
28.
go back to reference Zeng YC, Cheng ASK, Liu XY, Chan CCH. Cognitive complaints and supportive care needs in Chinese cervical cancer survivors: a qualitative study. BMJ Open. 2017;7(6):e014078.CrossRef Zeng YC, Cheng ASK, Liu XY, Chan CCH. Cognitive complaints and supportive care needs in Chinese cervical cancer survivors: a qualitative study. BMJ Open. 2017;7(6):e014078.CrossRef
29.
go back to reference Wechsler D. Wechsler Intelligence Scale for Children, 4th ed. San Antonio: Psychological Corporation; 2003. Wechsler D. Wechsler Intelligence Scale for Children, 4th ed. San Antonio: Psychological Corporation; 2003.
32.
go back to reference Xia M, Wang J, He Y. BrainNet viewer: a network visualization tool for human brain Connectomics. PLoS One. 2013;8:e68910.CrossRef Xia M, Wang J, He Y. BrainNet viewer: a network visualization tool for human brain Connectomics. PLoS One. 2013;8:e68910.CrossRef
34.
go back to reference Murphy K, Birn RM, Handwerker DA, Jones TB, Bandettini PA. The impact of global signal regression on resting state correlations: are anti-correlated networks introduced? Neuroimage. 2009;44:893–905.CrossRef Murphy K, Birn RM, Handwerker DA, Jones TB, Bandettini PA. The impact of global signal regression on resting state correlations: are anti-correlated networks introduced? Neuroimage. 2009;44:893–905.CrossRef
35.
go back to reference Horowitz TS, Suls J, Treviño M. A call for a neuroscience approach to Cancer-related cognitive impairment. Trends Neurosci. 2018;41(8):493–6.CrossRef Horowitz TS, Suls J, Treviño M. A call for a neuroscience approach to Cancer-related cognitive impairment. Trends Neurosci. 2018;41(8):493–6.CrossRef
37.
go back to reference Latora V, Marchiori M. Efficient behavior of small-world networks. Phys Rev Lett. 2001;87(19):198701.CrossRef Latora V, Marchiori M. Efficient behavior of small-world networks. Phys Rev Lett. 2001;87(19):198701.CrossRef
41.
go back to reference Amidi A, Hosseini SMH, Leemans A, Kesler SR, Agerbæk M, Wu LM, Zachariae R. Changes in brain structural networks and cognitive functions in testicular cancer patients receiving cisplatin-based chemotherapy. J Natl Cancer Inst. 2017;109(12). https://doi.org/10.1093/jnci/djx085. Amidi A, Hosseini SMH, Leemans A, Kesler SR, Agerbæk M, Wu LM, Zachariae R. Changes in brain structural networks and cognitive functions in testicular cancer patients receiving cisplatin-based chemotherapy. J Natl Cancer Inst. 2017;109(12). https://​doi.​org/​10.​1093/​jnci/​djx085.
Metadata
Title
Changes in functional brain networks and neurocognitive function in Chinese gynecological cancer patients after chemotherapy: a prospective longitudinal study
Authors
Yingchun Zeng
Andy S. K. Cheng
Ting Song
Xiujie Sheng
Huaidong Cheng
Yingwei Qiu
Jianfei Xie
Chetwyn C. H. Chan
Publication date
01-12-2019
Publisher
BioMed Central
Published in
BMC Cancer / Issue 1/2019
Electronic ISSN: 1471-2407
DOI
https://doi.org/10.1186/s12885-019-5576-6

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