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Su S, Qiu HQ, Cai LH, Hou WF, Huang SZ, Huang LB, Qian L, Cui W, Chen YQ, Yang ZY, Tang YL, Lin LP. Assessing changes in brain structure in new-onset children with acute lymphoblastic leukemia. Pediatr Res 2024:10.1038/s41390-024-03655-w. [PMID: 39428396 DOI: 10.1038/s41390-024-03655-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Revised: 09/26/2024] [Accepted: 09/30/2024] [Indexed: 10/22/2024]
Abstract
BACKGROUND Brain structure injury was presented in acute lymphoblastic leukemia (ALL) after treatment; however, its alterations in new-onset stage are still unclear. We aim to explore white matter (WM) and grey matter (GM) alterations using surface-based morphometry (SBM) and tract-based spatial statistics (TBSS) in new-onset pediatric ALL. METHODS Thirty-five ALL and 33 typically developing (TD) children were prospectively recruited and underwent three-dimensional T1-weighted and diffusion tensor (DTI) imaging. DTI metrics, cortical GM features, and deep GM nuclei volume were compared between groups differences. RESULTS In ALL, the only increased FA in the body of corpus callosum (PFWE-corrected = 0.023) and left superior corona radiata (PFWE-corrected = 0.045) were presented. Relative to TDs, pediatric ALL presented a significant decrease in cortical surface area (CSA), thickness (CT), and volume in orbital gyri, supramarginal gyrus, middle temporal gyrus, and superior temporal gyrus (all CWP = 0.01). Additionally, increased CT and CSA were found in lingual gyrus and left sulcus intermedius primus, respectively (all CWP = 0.01). Smaller volumes in pediatric ALL were observed in bilateral thalamus, caudate, hippocampus, and right putamen (PFDR-corrected < 0.05). CONCLUSION Widespread brain structural abnormalities were found in new-onset pediatric ALL, which suggest disease itself can cause brain structural injury. IMPACT This study revealed the altered white matter integrity and gray matter morphology characteristics in childhood acute lymphoblastic leukemia on new-onset stage. It is suggested that there may be structural impairment before chemotherapy. MRI is a sensitive way for early detection on brain structural damage in childhood acute lymphoblastic leukemia.
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Affiliation(s)
- Shu Su
- Department of Radiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Hua-Qiong Qiu
- Department of Radiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Lian-Hong Cai
- Department of Pediatric, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Wei-Feng Hou
- Department of Radiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Shu-Zhen Huang
- Department of Radiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Li-Bin Huang
- Department of Pediatric, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Long Qian
- Department of Biomedical Engineering, College of Engineering, Peking University, Beijing, China
| | - Wei Cui
- Department of Biomedical Engineering, College of Engineering, Peking University, Beijing, China
| | - Yian-Qian Chen
- Department of Radiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Zhi-Yun Yang
- Department of Radiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yan-Lai Tang
- Department of Pediatric, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.
| | - Li-Ping Lin
- Department of Radiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.
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Alexander S, Kairalla JA, Gupta S, Hibbitts E, Weisman H, Anghelescu D, Winick NJ, Krull KR, Salzer WL, Burke MJ, Gore L, Devidas M, Embry L, Raetz EA, Hunger SP, Loh ML, Hardy KK. Impact of Propofol Exposure on Neurocognitive Outcomes in Children With High-Risk B ALL: A Children's Oncology Group Study. J Clin Oncol 2024; 42:2671-2679. [PMID: 38603641 DOI: 10.1200/jco.23.01989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 01/11/2024] [Accepted: 02/08/2024] [Indexed: 04/13/2024] Open
Abstract
PURPOSE Many children treated for ALL develop long-term neurocognitive impairments. Increased risk of these impairments is associated with treatment and demographic factors. Exposure to anesthesia is an additional possible risk factor. This study evaluated the impact of cumulative exposure to anesthesia on neurocognitive outcomes among a multicenter cohort of children with ALL. METHODS This study was embedded in AALL1131, a Children's Oncology Group phase III trial for patients with high-risk B-ALL. In consenting patients age 6-12 years, prospective uniform assessments of neurocognitive function were performed during and at 1 year after completion of therapy. Exposure to all episodes of anesthetic agents was abstracted. Multivariable linear regression models determined associations of cumulative anesthetic agents with the primary neurocognitive outcome reaction time/processing speed (age-normed) at 1 year off therapy, adjusting for baseline neurocognitive score, age, sex, race/ethnicity, insurance status (as a proxy for socioeconomic status), and leukemia risk group. RESULTS One hundred and forty-four children, 76 (52.8%) males, mean age of 9.1 (min-max, 6.0-12.0) years at diagnosis, underwent a median of 27 anesthetic episodes (min-max, 1-37). Almost all patients were exposed to propofol (140/144, 97.2%), with a mean cumulative dose of 112.3 mg/kg. One year after therapy, the proportion of children with impairment (Z-score ≤-1.5) was significantly higher compared with a normative sample. In covariate-adjusted multivariable analysis, cumulative exposure to propofol was associated with a 0.05 Z-score decrease in reaction time/processing speed per each 10 mg/kg propofol exposure (P = .03). CONCLUSION In a multicenter and uniformly treated cohort of children with B-ALL, cumulative exposure to propofol was an independent risk factor for impairment in reaction time/processing speed 1 year after therapy. Anesthesia exposure is a modifiable risk, and opportunities to minimize propofol use should be considered.
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Affiliation(s)
- Sarah Alexander
- Division of Haematology/Oncology, The Hospital for Sick Children, Toronto, ON, Canada
| | - John A Kairalla
- Department of Biostatistics, University of Florida, Children's Oncology Group, Gainesville, FL
| | - Sumit Gupta
- Division of Haematology/Oncology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Emily Hibbitts
- Department of Biostatistics, University of Florida, Children's Oncology Group, Gainesville, FL
| | | | - Doralina Anghelescu
- Division of Anesthesiology, St Jude Children's Research Hospital, Memphis, TN
| | - Naomi J Winick
- Department of Pediatric Hematology Oncology, University of Texas Southwestern Medical Center, Dallas, TX
| | - Kevin R Krull
- Department of Psychology and Biobehavioral Sciences, St Jude Children's Research Hospital, Memphis, TN
| | - Wanda L Salzer
- Uniformed Services University, F. Edward Hebert School of Medicine, Bethesda, MD
| | - Michael J Burke
- Department of Pediatrics, The Medical College of Wisconsin Inc, Milwaukee, WI
| | - Lia Gore
- Children's Hospital Colorado, University of Colorado, Aurora, CO
| | - Meenakshi Devidas
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN
| | - Leanne Embry
- University of Texas Health at San Antonio, San Antonia, TX
| | - Elizabeth A Raetz
- Department of Pediatrics, Perlmutter Cancer Center, NYU Langone Hospital, New York, NY
| | - Stephen P Hunger
- Department of Pediatrics, Division of Oncology and the Center for Childhood Cancer Research, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Mignon L Loh
- Department of Pediatrics, The Ben Towne Center for Childhood Cancer Research, Seattle Children's Hospital, University of Washington, Seattle, WA
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Egset KS, Stubberud J, Ruud E, Hjort MA, Eilertsen MEB, Sund AM, Hjemdal O, Weider S, Reinfjell T. Neurocognitive outcome and associated factors in long-term, adult survivors of childhood acute lymphoblastic leukemia, treated without cranial radiation therapy. J Int Neuropsychol Soc 2024; 30:523-532. [PMID: 38465668 DOI: 10.1017/s1355617724000080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
OBJECTIVE There is limited research on neurocognitive outcome and associated risk factors in long-term, adult survivors of childhood acute lymphoblastic leukemia (ALL), without treatment of cranial radiation therapy. Moreover, the impact of fatigue severity and pain interference on neurocognition has received little attention. In this cross-sectional study, we examined neurocognitive outcome and associated factors in this population. METHOD Intellectual abilities, verbal learning/memory, processing speed, attention, and executive functions were compared to normative means/medians with one sample t tests or Wilcoxon signed-rank tests. Associations with risk factors, fatigue severity, and pain interference were analyzed with linear regressions. RESULTS Long-term, adult survivors of childhood ALL (N = 53, 51% females, mean age = 24.4 years, SD = 4.4, mean = 14.7 years post-diagnosis, SD = 3.4) demonstrated above average intellectual abilities, but performed below average in attention, inhibition, processing speed, and shifting (p < 0.001). Executive functioning complaints were significantly higher than normative means, and positively associated with fatigue (p < 0.001). There was no interaction between sex and fatigue and no neurocognitive impairments were associated with pain interference, risk group, age at diagnosis, or sex. CONCLUSIONS Long-term, adult survivors of ALL treated without cranial radiation therapy, demonstrate domain-specific performance-based neurocognitive impairments. However, continued research on the neurocognitive outcome in this population as they age will be important in the coming years. Executive functioning complaints were frequently in the clinical range, and often accompanied by fatigue. This suggests a need for cognitive rehabilitation programs.
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Affiliation(s)
- Kaja Solland Egset
- Department of Psychology, Norwegian University of Science and Technology, Trondheim, Norway
| | - Jan Stubberud
- Department of Psychology, University of Oslo, Oslo, Norway
- Department of Research, Lovisenberg Diaconal Hospital, Oslo, Norway
| | - Ellen Ruud
- Division for Pediatric and Adolescent Medicine, Oslo University Hospital, Oslo, Norway
- Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Magnus Aassved Hjort
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
- Children's Clinic, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Mary-Elizabeth Bradley Eilertsen
- Department of Public Health and Nursing, Center for Health Promotion Research, Norwegian University of Science and Technology, Trondheim, Norway
| | - Anne Mari Sund
- Regional Centre for Child and Youth Mental Health and Child Welfare, Norwegian University of Science and Technology, Trondheim, Norway
| | - Odin Hjemdal
- Department of Psychology, Norwegian University of Science and Technology, Trondheim, Norway
| | - Siri Weider
- Department of Psychology, Norwegian University of Science and Technology, Trondheim, Norway
| | - Trude Reinfjell
- Department of Psychology, Norwegian University of Science and Technology, Trondheim, Norway
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Li F, Guo Y, Xu G, Liu Y, Chen X, Zhang T. Changed cortical thickness and sulcal depth in pediatric acute lymphoblastic leukemia survivors treated with chemotherapy only. Brain Imaging Behav 2023; 17:738-748. [PMID: 37736832 DOI: 10.1007/s11682-023-00794-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/28/2023] [Indexed: 09/23/2023]
Abstract
The purpose of this study is to observe the changes of cortical morphological characteristics and their potential contribution to cognitive function in ALL survivors by using surface-based morphometry (SBM). Using SBM analysis, we calculated and compared group differences in cortical thickness, sulcal depth, gyrification, and fractal dimension of the cerebral cortex between 18 pediatric ALL survivors treated on chemotherapy-only protocols and off treatment within 2 years, and 18 healthy controls (HCs) with two-sample t-tests [P < 0.05, family-wise error (FWE) corrected]. Relationships between abnormal cortical characteristic values and cognitive function parameters were investigated with partial correlation analysis, taking age as a covariate. We found decreased cortical thickness mainly located in the prefrontal and temporal region, and increased sulcal depth in left rostral middle frontal cortex and left pars orbitalis in the ALL survivors compared to HCs. There were no statistically significant differences in the gyrification and fractal dimension between the two groups. In ALL survivors, cortical thickness and sulcal depth of above areas values revealed no significant correlation with the cognitive function parameters. In conclusion, pediatric ALL survivors show decreased cortical thickness in prefrontal and temporal regions, and increased sulcal depth in prefrontal region. These results suggest that SBM-based approach can be used to assess changes of cortical morphological characteristics in pediatric ALL survivors.
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Affiliation(s)
- Fangling Li
- Department of Radiology, Affiliated Hospital of Zunyi Medical University, 149 Dalian Road, Huichuan District, Zunyi, Guizhou Province, 563000, People's Republic of China
| | - Yimin Guo
- Department of Pediatrics, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou Province, 563000, People's Republic of China
- Department of Pediatrics, Guizhou Chlidren's Hospital, Zunyi, Guizhou Province, 563000, People's Republic of China
- Collaborative Innovation Center for Tissue Injury Repair and Regenerative Medicine of Zunyi Medical University, Zunyi, Guizhou Province, 563000, People's Republic of China
| | - Gaoqiang Xu
- Department of Radiology, Affiliated Hospital of Zunyi Medical University, 149 Dalian Road, Huichuan District, Zunyi, Guizhou Province, 563000, People's Republic of China
| | - Ying Liu
- Department of Pediatrics, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou Province, 563000, People's Republic of China
- Department of Pediatrics, Guizhou Chlidren's Hospital, Zunyi, Guizhou Province, 563000, People's Republic of China
- Collaborative Innovation Center for Tissue Injury Repair and Regenerative Medicine of Zunyi Medical University, Zunyi, Guizhou Province, 563000, People's Republic of China
| | - Xiaoxi Chen
- Department of Radiology, Affiliated Hospital of Zunyi Medical University, 149 Dalian Road, Huichuan District, Zunyi, Guizhou Province, 563000, People's Republic of China.
| | - Tijiang Zhang
- Department of Radiology, Affiliated Hospital of Zunyi Medical University, 149 Dalian Road, Huichuan District, Zunyi, Guizhou Province, 563000, People's Republic of China.
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Szulc-Lerch K, Yeung J, de Guzman AE, Egan S, Yee Y, Fernandes D, Lerch JP, Mabbott DJ, Nieman BJ. Exercise promotes growth and rescues volume deficits in the hippocampus after cranial radiation in young mice. NMR IN BIOMEDICINE 2023; 36:e5015. [PMID: 37548099 DOI: 10.1002/nbm.5015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 07/12/2023] [Accepted: 07/13/2023] [Indexed: 08/08/2023]
Abstract
Human and animal studies suggest that exercise promotes healthy brain development and function, including promoting hippocampal growth. Childhood cancer survivors that have received cranial radiotherapy exhibit hippocampal volume deficits and are at risk of impaired cognitive function, thus they may benefit from regular exercise. While morphological changes induced by exercise have been characterized using magnetic resonance imaging (MRI) in humans and animal models, evaluation of changes across the brain through development and following cranial radiation is lacking. In this study, we used high-resolution longitudinal MRI through development to evaluate the effects of exercise in a pediatric mouse model of cranial radiation. Female mice received whole-brain radiation (7 Gy) or sham radiation (0 Gy) at an infant equivalent age (P16). One week after irradiation, mice were housed in either a regular cage or a cage equipped with a running wheel. In vivo MRI was performed prior to irradiation, and at three subsequent timepoints to evaluate the effects of radiation and exercise. We used a linear mixed-effects model to assess volumetric and cortical thickness changes. Exercise caused substantial increases in the volumes of certain brain regions, notably the hippocampus in both irradiated and nonirradiated mice. Volume increases exceeded the deficits induced by cranial irradiation. The effect of exercise and irradiation on subregional hippocampal volumes was also characterized. In addition, we characterized cortical thickness changes across development and found that it peaked between P23 and P43, depending on the region. Exercise also induced regional alterations in cortical thickness after 3 weeks of voluntary exercise, while irradiation did not substantially alter cortical thickness. Our results show that exercise has the potential to alter neuroanatomical outcomes in both irradiated and nonirradiated mice. This supports ongoing research exploring exercise as a strategy for improving neurocognitive development for children, particularly those treated with cranial radiotherapy.
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Affiliation(s)
- Kamila Szulc-Lerch
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
- Mouse Imaging Centre, Hospital for Sick Children, Toronto, Canada
| | - Jonas Yeung
- Mouse Imaging Centre, Hospital for Sick Children, Toronto, Canada
- Translational Medicine, Hospital for Sick Children, Toronto, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
| | - A Elizabeth de Guzman
- Mouse Imaging Centre, Hospital for Sick Children, Toronto, Canada
- Translational Medicine, Hospital for Sick Children, Toronto, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
- Functional Neuroimaging Laboratory, Istituto Italiano di Tecnologia, Rovereto, Italy
| | - Shannon Egan
- Mouse Imaging Centre, Hospital for Sick Children, Toronto, Canada
- Translational Medicine, Hospital for Sick Children, Toronto, Canada
| | - Yohan Yee
- Mouse Imaging Centre, Hospital for Sick Children, Toronto, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
- Neuroscience and Mental Health, Hospital for Sick Children, Toronto, Canada
| | - Darren Fernandes
- Mouse Imaging Centre, Hospital for Sick Children, Toronto, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
- Neuroscience and Mental Health, Hospital for Sick Children, Toronto, Canada
| | - Jason P Lerch
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
- Mouse Imaging Centre, Hospital for Sick Children, Toronto, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
- Neuroscience and Mental Health, Hospital for Sick Children, Toronto, Canada
- Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, UK
| | - Donald J Mabbott
- Neuroscience and Mental Health, Hospital for Sick Children, Toronto, Canada
- Department of Psychology, Hospital for Sick Children, Toronto, Canada
| | - Brian J Nieman
- Mouse Imaging Centre, Hospital for Sick Children, Toronto, Canada
- Translational Medicine, Hospital for Sick Children, Toronto, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
- Ontario Institute for Cancer Research, Toronto, Canada
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Albuquerque CP, Moura O, Vilar M, Seabra-Santos MJ, Pereira M, Major S, Moreira A, Lopes AF, Gaudêncio A, Simões MR. BRIEF-A: Factor structure and measurement invariance across self-report and informant forms. APPLIED NEUROPSYCHOLOGY. ADULT 2023:1-11. [PMID: 37988689 DOI: 10.1080/23279095.2023.2283080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2023]
Abstract
OBJECTIVE This study analyzes the psychometric properties of the two forms (self-report and informant) of the Behavior Rating Inventory of Executive Function-Adult version (BRIEF-A) in a sample of healthy Portuguese adults. METHOD The participants were 608 adults, 304 of whom answered the self-report form (ages 18-59; 137 male and 167 female) and 304 who answered the informant form (ages 18-70; 110 male and 194 female). RESULTS The internal consistency for the indexes and the Global Executive Composite was very good (≥.90), whereas for the scales they were either acceptable (between .70 and .80) or good (≥.80), except for the Inhibit scale in both forms. Confirmatory factor analysis was used to test seven competing factor models for each of the forms. The original two-factor model (Behavioral Regulation and Metacognition Indexes) showed a slightly better model fit than the three-factor model (Behavioral Regulation, Emotional Regulation, and Metacognition Indexes) in both forms. The multiple-group analysis of the two-correlated-factor model across forms was supported (configural, metric, and partial scalar invariance). CONCLUSIONS Overall, the BRIEF-A showed adequate psychometric properties, suggesting that it is a useful instrument to assess everyday executive functioning in healthy Portuguese adults.
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Affiliation(s)
- Cristina P Albuquerque
- Faculty of Psychology and Educational Sciences, Center for Research in Neuropsychology and Cognitive and Behavioural Intervention, University of Coimbra, Coimbra, Portugal
| | - Octávio Moura
- Faculty of Psychology and Educational Sciences, Center for Research in Neuropsychology and Cognitive and Behavioural Intervention, University of Coimbra, Coimbra, Portugal
| | - Manuela Vilar
- Faculty of Psychology and Educational Sciences, Center for Research in Neuropsychology and Cognitive and Behavioural Intervention, University of Coimbra, Coimbra, Portugal
| | - Maria João Seabra-Santos
- Faculty of Psychology and Educational Sciences, Center for Research in Neuropsychology and Cognitive and Behavioural Intervention, University of Coimbra, Coimbra, Portugal
| | - Marcelino Pereira
- Faculty of Psychology and Educational Sciences, Center for Research in Neuropsychology and Cognitive and Behavioural Intervention, University of Coimbra, Coimbra, Portugal
| | - Sofia Major
- Faculty of Psychology and Educational Sciences, Center for Research in Neuropsychology and Cognitive and Behavioural Intervention, University of Coimbra, Coimbra, Portugal
- University of the Azores, Azores, Portugal
| | - André Moreira
- Faculty of Psychology and Educational Sciences, Center for Research in Neuropsychology and Cognitive and Behavioural Intervention, University of Coimbra, Coimbra, Portugal
| | - Ana Filipa Lopes
- Faculty of Psychology and Educational Sciences, Center for Research in Neuropsychology and Cognitive and Behavioural Intervention, University of Coimbra, Coimbra, Portugal
- Serviço de Psicologia do Hospital Garcia da Orta, Centro de Desenvolvimento da Criança Torrado da Silva, Almada, Portugal
| | - Alexandra Gaudêncio
- Faculty of Psychology and Educational Sciences, Center for Research in Neuropsychology and Cognitive and Behavioural Intervention, University of Coimbra, Coimbra, Portugal
| | - Mário R Simões
- Faculty of Psychology and Educational Sciences, Center for Research in Neuropsychology and Cognitive and Behavioural Intervention, University of Coimbra, Coimbra, Portugal
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Hartmann H, Banwinkler M, Riva F, Lamm C. To respond or not to respond: exploring empathy-related psychological and structural brain differences between placebo analgesia responders and non-responders. Front Psychol 2023; 14:1257522. [PMID: 37849473 PMCID: PMC10577216 DOI: 10.3389/fpsyg.2023.1257522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 09/14/2023] [Indexed: 10/19/2023] Open
Abstract
Introduction Placebo responsiveness is highly variable across individuals. In the domain of pain, it may range from pronounced hypoalgesia to no response at all. Which factors predict such variation awaits clarification, as the available literature is characterized by mixed and inconclusive results. Particularly interesting in this case are social factors such as empathy or prosocial behavior, as prior work has stressed the connection between feeling pain yourself and empathizing with pain observed in others. Methods In a mixed confirmatory and exploratory approach, this study investigated potential psychological and structural brain differences between placebo responders and non-responders in the domain of pain. We aggregated data of four behavioral and neuroimaging studies that had been designed to investigate the effects of placebo analgesia on empathy. Results Analyses comparing groups of placebo responders and non-responders showed significant group differences in trait characteristics, with responders reporting increased helping behavior and lower psychopathic traits compared to non-responders. Uncorrected results further showed higher pain-related empathic concern in responders vs. non-responders. These results were accompaniedby tentative group differences in brain structure: placebo analgesia non-responders exhibited increased gray matter volume in left inferior temporal and parietal supramarginal cortical areas, and an increased cortical surface area in bilateral middle temporal cortex. Discussion Together, our findings suggest that modifiability of one's pain perception by means of placebo effects is linked to personality traits characterizing social emotions and behavior. They also hint that these psychological as well as brain structural characteristics might be beneficial for the identification of placebo responders. At the same time, they stress the importance of considering contextual factors such as the study setting or paradigm when investigating the association between individual characteristics and placebo responding.
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Affiliation(s)
- Helena Hartmann
- Social, Cognitive and Affective Neuroscience Unit, Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
- Clinical Neurosciences, Department of Neurology, University Hospital Essen, Essen, Germany
| | - Magdalena Banwinkler
- Social, Cognitive and Affective Neuroscience Unit, Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
- Department of Nuclear Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Federica Riva
- Social, Cognitive and Affective Neuroscience Unit, Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Claus Lamm
- Social, Cognitive and Affective Neuroscience Unit, Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
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Lee HI, Kang MK, Hwang K, Kim CY, Kim YJ, Suh KJ, Choi BS, Choe G, Kim IA, Jang BS. Volumetric changes in gray matter after radiotherapy detected with longitudinal magnetic resonance imaging in glioma patients. Radiother Oncol 2022; 176:157-164. [PMID: 36208651 DOI: 10.1016/j.radonc.2022.09.022] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 09/13/2022] [Accepted: 09/27/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND PURPOSE We evaluated volumetric changes in the gray matter (GM) after radiotherapy (RT) and identified factors that were strongly associated with GM volume reduction. MATERIALS AND METHODS A total of 461 magnetic resonance imagings (MRI) from 105 glioma patients treated with postoperative RT was retrospectively analyzed. Study patients' MRIs were collected at five time points: before RT and 1 month, 6 months, 1 year, and 2 years after RT. Using the 'FastSurfer' platform, a deep learning-based neuroimaging pipeline, 73 regions were automatically segmented from longitudinal MRIs and their volumetric changes were calculated. Regions were grouped into 10 functional fields. A multivariable linear mixed-effects model was established to identify the potential predictors of significant volume reduction. RESULTS The median age was 50 years (range, 16-86 years). Forty-seven (44.8 %) patients were female and 68 (64.8 %) had glioblastoma. Postoperative RT was delivered at 54-60 Gy with or without concurrent chemotherapy. At 2 years after RT, the median volumetric changes in the overall, ipsilateral, and contralateral GM were -3.5%, -4.5%, and -2.4%, respectively. The functional fields of cognition and execution of movement showed the greatest volume reductions. In the multivariable linear mixed model, female sex (normalized coefficient = -0.14, P < 0.001) and the interaction between age at RT and days after RT (normalized coefficient = -6.48e-6, P < 0.001) were significantly associated with GM reduction. The older patients received RT, the greater volume reduction was seen over time. However, in patients with relatively younger age (e.g., 45, 50, and 60 years for hippocampus, Broca area, and Wernicke area, respectively), the volume was not significantly reduced. CONCLUSIONS GM volume reduction was identified after RT that could lead to long-term treatment sequelae. Particularly for susceptible patients, individualized treatment and prevention strategies are needed.
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Affiliation(s)
- Hye In Lee
- Department of Radiation Oncology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Min Kyoung Kang
- Department of Neurology, Uijeongbu Eulji Medical Center, Eulji University, Uijeongbu, Republic of Korea
| | - Kihwan Hwang
- Department of Neurosurgery, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Chae-Yong Kim
- Department of Neurosurgery, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Yu Jung Kim
- Division of Hematology and Medical Oncology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Koung Jin Suh
- Division of Hematology and Medical Oncology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Byung Se Choi
- Department of Radiology, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Gheeyoung Choe
- Department of Pathology, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - In Ah Kim
- Department of Radiation Oncology, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Bum-Sup Jang
- Department of Radiation Oncology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea.
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Is Brain Network Efficiency Reduced in Young Survivors of Acute Lymphoblastic Leukemia?-Evidence from Individual-Based Morphological Brain Network Analysis. J Clin Med 2022; 11:jcm11185362. [PMID: 36143019 PMCID: PMC9502489 DOI: 10.3390/jcm11185362] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Revised: 09/01/2022] [Accepted: 09/09/2022] [Indexed: 11/17/2022] Open
Abstract
Altered cerebral structure and function have been observed in young survivors of acute lymphoblastic leukemia (ALL). However, the topological organization of the morphological brain networks (MBNs) has not yet been investigated at the individual level. Twenty-three young survivors of ALL and twenty healthy controls (HCs) were recruited and underwent T1-weighted magnetic resonance imaging (MRI) scanning. After preprocessing and segmentation, individual-based MBNs were constructed based on the morphological similarity of gray matter using the combined Euclidean distance. Young survivors showed a significantly lower global clustering coefficient (p = 0.008) and local efficiency (p = 0.035) compared with HCs. In addition, ALL survivors exhibited bidirectional alterations (decreases and increases) in nodal centrality and efficiency around the Rolandic operculum and posterior occipital lobe (p < 0.05, false discovery rate (FDR) corrected). Altered nodal topological efficiencies were associated with off-therapy duration and verbal memory capacity in the digit span test (p < 0.05, FDR corrected). Network-based statistical analysis revealed decreased morphological connections mainly in the pallidum subnetwork, which was negatively correlated with off-therapy durations (p < 0.05). Overall, the topological organization of the individual-based MBNs was disrupted in the young survivors of ALL, which may play a crucial role in executive efficiency deficits.
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10
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Vasquez P, Escalante J, Raghubar KP, Kahalley LS, Taylor OA, Moore IK, Hockenberry MJ, Scheurer ME, Brown AL. Association between fatigue and sleep disturbances during treatment for pediatric acute lymphoblastic leukemia and posttreatment neurocognitive performance. Pediatr Blood Cancer 2022; 69:e29507. [PMID: 34889514 PMCID: PMC8957586 DOI: 10.1002/pbc.29507] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 11/16/2021] [Accepted: 11/18/2021] [Indexed: 11/08/2022]
Abstract
BACKGROUND Survivors of pediatric acute lymphoblastic leukemia (ALL) are at increased risk of neurocognitive weakness in the areas of attention, executive function, and processing speed. Although fatigue and sleep disturbances are frequent complications of ALL therapy and associated with cognitive functions, the impact of fatigue and sleep profiles during active ALL treatment on posttreatment neurocognitive performance has received limited attention. METHODS Pediatric patients (n = 120) with ALL (diagnosed 2011-2016) who completed fatigue and sleep questionnaires at four time points during active treatment were enrolled in a study of neurocognitive performance. Latent class growth analysis identified subgroups of patients with similar sleep and fatigue profiles during treatment. Neurocognitive performance collected >6 months post treatment on 40 participants was compared between latent classes using multivariable linear regression models. RESULTS Participants (57.5% male and 79.1% Hispanic or non-Hispanic White) were classified into one of two fatigue and sleep profiles: Class 1 characterized by mild fatigue and sleep disturbances during treatment (50.8%), and Class 2 characterized by higher levels of fatigue and sleep disturbances (49.2%). Posttreatment cognitive performance was in the normal range for most measures, but significantly below normative means for executive function, verbal short-term memory, attention, and distractability measures. Compared to Class 1, Class 2 demonstrated significantly (p < .05) poorer posttreatment neurocognitive performance, particularly in measures of attention. CONCLUSIONS Our findings indicate that fatigue and sleep disturbances during the first year of pediatric ALL therapy may impact long-term neurocognitive performance. Sleep and fatigue may be targets for intervention to preserve cognitive functioning in survivors.
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Affiliation(s)
- Priscilla Vasquez
- Department of Pediatrics, Section of Oncology, Baylor College of Medicine, Houston TX
| | - Johanna Escalante
- Department of Pediatrics, Section of Psychology, Baylor College of Medicine, Houston TX
| | - Kimberly P. Raghubar
- Department of Pediatrics, Section of Psychology, Baylor College of Medicine, Houston TX
| | - Lisa S. Kahalley
- Department of Pediatrics, Section of Psychology, Baylor College of Medicine, Houston TX
| | - Olga A. Taylor
- Department of Pediatrics, Section of Oncology, Baylor College of Medicine, Houston TX
| | - Ida Ki Moore
- College of Nursing, University of Arizona, Tuscan AZ
| | | | - Michael E. Scheurer
- Department of Pediatrics, Section of Oncology, Baylor College of Medicine, Houston TX
| | - Austin L. Brown
- Department of Pediatrics, Section of Oncology, Baylor College of Medicine, Houston TX
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11
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Mazio F, Aloj G, Pastorino GMG, Perillo T, Russo C, Riccio MP, Covelli EM, Parasole R, Tedeschi E, Ugga L, D’Amico A, Quarantelli M. Default-Mode Network Connectivity Changes Correlate with Attention Deficits in ALL Long-Term Survivors Treated with Radio- and/or Chemotherapy. BIOLOGY 2022; 11:biology11040499. [PMID: 35453697 PMCID: PMC9024843 DOI: 10.3390/biology11040499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 03/09/2022] [Accepted: 03/22/2022] [Indexed: 11/21/2022]
Abstract
Simple Summary Both chemotherapy and radiotherapy play a role in the neurocognitive impairment of long-term survivors from acute lymphoblastic leukemia, but it is unknown if similar mechanisms are involved. We assessed neurocognitive alterations, brain tissue volumes, and functional connectivity of the main hubs of the default-mode network, in 13 patients treated with chemotherapy and radiotherapy (Group A) and in 13 treated with chemotherapy only (Group B). Correlations with neuropsychological scores, independent of group, were assessed for regions that showed significant differences between the two groups at neuroimaging. Compared to Group B, Group A performed significantly worse at the digit span and digit symbol tests and showed increased functional connectivity between the medial prefrontal cortex and the rolandic operculi, along with the absence of differences in regional brain tissue volumes. Functional connectivity in these regions correlated inversely with speed of processing in both groups, suggesting that similar mechanisms may be involved in the neurocognitive deficits in both groups. Abstract Whether chemotherapy (ChT) and radiotherapy (RT) determine neurocognitive impairment in acute lymphoblastic leukemia long-term survivors (ALL LTSs) through similar mechanisms affecting the same brain regions is still unknown. We compared neurocognitive alterations, regional brain tissue volumes (by voxel-based morphometry), and functional connectivity of the main default-mode network hubs (by seed-based analysis of resting state functional MRI data), in 13 ALL LTSs treated with RT and ChT (Group A) and 13 treated with ChT only (Group B). Group A performed significantly worse than Group B at the digit span and digit symbol tests (p = 0.023 and 0.013, respectively). Increased connectivity between the medial prefrontal cortex (the main anterior hub of the default-mode network) and the rolandic operculi was present in Group A compared to Group B, along with the absence of significant differences in regional brain tissue volumes. In these regions, the functional connectivity correlated inversely with the speed of processing scores, independent of treatment group. These results suggest that similar mechanisms may be involved in the neurocognitive deficits in ALL LTS patients, regardless of the treatment group. Further studies are needed to clarify whether these changes represent a direct expression of the mechanisms underlying the cognitive deficits or ineffective compensatory phenomena.
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Affiliation(s)
- Federica Mazio
- Pediatric Neuroradiology, Department of Neuroscience, Santobono-Pausilipon Children’s Hospital, 80129 Naples, Italy; (F.M.); (C.R.); (E.M.C.)
| | - Giuseppina Aloj
- Department of Pediatric Hemato-Oncology, A.O.R.N. Santobono-Pausilipon, 80123 Naples, Italy; (G.A.); (R.P.)
| | - Grazia Maria Giovanna Pastorino
- Child and Adolescent Neuropsychiatry Unit, Department of Medicine, Surgery and Dentistry, University of Salerno, 84084 Salerno, Italy;
| | - Teresa Perillo
- Department of Advanced Biomedical Sciences, University of Naples Federico II, 80131 Naples, Italy; (T.P.); (E.T.); (L.U.)
| | - Carmela Russo
- Pediatric Neuroradiology, Department of Neuroscience, Santobono-Pausilipon Children’s Hospital, 80129 Naples, Italy; (F.M.); (C.R.); (E.M.C.)
| | - Maria Pia Riccio
- Department of Medical and Translational Sciences, Child Neuropsychiatry, Federico II University, Via Pansini 5, 80131 Naples, Italy;
| | - Eugenio Maria Covelli
- Pediatric Neuroradiology, Department of Neuroscience, Santobono-Pausilipon Children’s Hospital, 80129 Naples, Italy; (F.M.); (C.R.); (E.M.C.)
| | - Rosanna Parasole
- Department of Pediatric Hemato-Oncology, A.O.R.N. Santobono-Pausilipon, 80123 Naples, Italy; (G.A.); (R.P.)
| | - Enrico Tedeschi
- Department of Advanced Biomedical Sciences, University of Naples Federico II, 80131 Naples, Italy; (T.P.); (E.T.); (L.U.)
| | - Lorenzo Ugga
- Department of Advanced Biomedical Sciences, University of Naples Federico II, 80131 Naples, Italy; (T.P.); (E.T.); (L.U.)
| | - Alessandra D’Amico
- Department of Radiology, Tortorella Private Hospital, 84124 Salerno, Italy;
| | - Mario Quarantelli
- Institute of Biostructure and Bioimaging, National Research Council, 80145 Naples, Italy
- Correspondence: ; Tel.: +39-081-220-3416
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12
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Sleurs C, Blommaert J, Batalle D, Verly M, Sunaert S, Peeters R, Lemiere J, Uyttebroeck A, Deprez S. Cortical thinning and altered functional brain coherence in survivors of childhood sarcoma. Brain Imaging Behav 2021; 15:677-688. [PMID: 32335825 DOI: 10.1007/s11682-020-00276-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
High-dose chemotherapy is increasingly evidenced to be neurotoxic and result in long-term neurocognitive sequelae. However, research investigating grey matter alterations in childhood cancer patients remains limited. As childhood sarcoma patients receive high-dose chemotherapy, we aimed to investigate cortical brain alterations in adult survivors. We analyzed high-resolution structural (T1-weighted) MRI and resting-state functional MRI (rsfMRI), to derive structural and functional cortical information in survivors of childhood sarcoma, treated with high-dose intravenous chemotherapy (n = 33). These scans were compared to age- and gender- matched controls (n = 34). Cortical volume and thickness were investigated using voxel-based morphometry and vertex-wise surface-based morphometry. Brain regions showing significant group differences in volume or thickness were implemented as seeds of interest to estimate their resting state co-activity with other areas (i.e. functional coherence). We explored whether structural measures were associated with potential risk factors, such as age at diagnosis, and cumulative doses of chemotherapeutic agents (methotrexate, ifosfamide). Finally, we investigated the link between functional regional strength, neurocognitive assessments and daily life complaints. In patients relative to controls we observed lower grey matter volumes in cerebellar and frontal areas, as well as frontal cortical thinning. Cerebellar volume and orbitofrontal thickness appeared dose- and age-related, respectively. Cortical thickness of the parahippocampal area appeared lower, only if the group comparison was not adjusted for depression. This region specifically showed lower functional coherence, which was associated with lower processing speed. This study suggests cortical thinning as well as decreased functional coherence in survivors of childhood sarcoma, which could be important for both long-term attentional functioning and emotional distress in daily life. Frontal areas might be specifically vulnerable during adolescence.
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Affiliation(s)
| | | | - Dafnis Batalle
- Department of Forensic & Neurodevelopmental Science, Institute of Psychiatry, Psychology & Neuroscience, King's College, London, UK.,Centre for the Developing Brain, School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK
| | - Marjolein Verly
- Department of Neurosciences, ExpORL, KU Leuven, Leuven, Belgium
| | - Stefan Sunaert
- Department of Radiology, University Hospital Leuven, Leuven, Belgium.,Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | - Ron Peeters
- Department of Radiology, University Hospital Leuven, Leuven, Belgium
| | - Jurgen Lemiere
- Department of Pediatric Hematology and Oncology, University Hospital Leuven, Leuven, Belgium
| | - Anne Uyttebroeck
- Department of Oncology, KU Leuven, Leuven, Belgium.,Department of Pediatric Hematology and Oncology, University Hospital Leuven, Leuven, Belgium
| | - Sabine Deprez
- Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
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13
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Kesler SR, Sleurs C, McDonald BC, Deprez S, van der Plas E, Nieman BJ. Brain Imaging in Pediatric Cancer Survivors: Correlates of Cognitive Impairment. J Clin Oncol 2021; 39:1775-1785. [PMID: 33886371 DOI: 10.1200/jco.20.02315] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Affiliation(s)
- Shelli R Kesler
- School of Nursing, Department of Diagnostic Medicine, Dell School of Medicine, Livestrong Cancer Institutes, Austin, TX
| | - Charlotte Sleurs
- Department of Oncology, Catholic University of Leuven, Leuven, Belgium.,Leuven Cancer Institute, Leuven, Belgium
| | - Brenna C McDonald
- Center for Neuroimaging, Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Center for Neuroimaging, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN
| | - Sabine Deprez
- Leuven Cancer Institute, Leuven, Belgium.,Department of Imaging and Pathology, Catholic University of Leuven, Leuven, Belgium
| | - Ellen van der Plas
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, Iowa
| | - Brian J Nieman
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada.,Ontario Institute for Cancer Research, Toronto, ON, Canada.,Translational Medicine, Hospital for Sick Children, Toronto, ON, Canada
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14
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Gutierrez M, Arán Filippetti V, Lemos V. Executive functioning in pediatric acute lymphoblastic leukemia: CHEXI parent-report vs performance-based assessment. CURRENT PSYCHOLOGY 2021. [DOI: 10.1007/s12144-021-01524-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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15
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Ikonomidou C. Cerebrospinal Fluid Biomarkers in Childhood Leukemias. Cancers (Basel) 2021; 13:cancers13030438. [PMID: 33498882 PMCID: PMC7866046 DOI: 10.3390/cancers13030438] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 01/19/2021] [Accepted: 01/20/2021] [Indexed: 02/06/2023] Open
Abstract
Involvement of the central nervous system (CNS) in childhood leukemias remains a major cause of treatment failures. Analysis of the cerebrospinal fluid constitutes the most important diagnostic pillar in the detection of CNS leukemia and relies primarily on cytological and flow-cytometry studies. With increasing survival rates, it has become clear that treatments for pediatric leukemias pose a toll on the developing brain, as they may cause acute toxicities and persistent neurocognitive deficits. Preclinical research has demonstrated that established and newer therapies can injure and even destroy neuronal and glial cells in the brain. Both passive and active cell death forms can result from DNA damage, oxidative stress, cytokine release, and acceleration of cell aging. In addition, chemotherapy agents may impair neurogenesis as well as the function, formation, and plasticity of synapses. Clinical studies show that neurocognitive toxicity of chemotherapy is greatest in younger children. This raises concerns that, in addition to injury, chemotherapy may also disrupt crucial developmental events resulting in impairment of the formation and efficiency of neuronal networks. This review presents an overview of studies demonstrating that cerebrospinal fluid biomarkers can be utilized in tracing both CNS disease and neurotoxicity of administered treatments in childhood leukemias.
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Affiliation(s)
- Chrysanthy Ikonomidou
- Department of Neurology, University of Wisconsin Madison, 1685 Highland Avenue, Madison, WI 53705, USA
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16
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van der Plas E, Spencer Noakes TL, Butcher DT, Weksberg R, Galin-Corini L, Wanstall EA, Te P, Hopf L, Guger S, Spiegler BJ, Hitzler J, Schachar RJ, Ito S, Nieman BJ. Quantitative MRI outcomes in child and adolescent leukemia survivors: Evidence for global alterations in gray and white matter. NEUROIMAGE-CLINICAL 2020; 28:102428. [PMID: 32980598 PMCID: PMC7522853 DOI: 10.1016/j.nicl.2020.102428] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Revised: 08/22/2020] [Accepted: 09/08/2020] [Indexed: 12/19/2022]
Abstract
Studies of cognition in ALL survivors consistently show evidence of mild neurocognitive difficulties. Structural MRI showed widespread differences between survivors and controls. Gray and white matter volumes were respectively 5 and 6% smaller in survivors. Survivors also exhibited altered white matter diffusion overall.
Introduction Cure rates for pediatric acute lymphoblastic leukemia (ALL) have reached an all-time high (>90%); however, neurocognitive difficulties continue to affect quality of life in at least a subset of survivors. There are relatively few quantitative neuroimaging studies in child and adolescent ALL survivors treated with chemotherapy only. Use of different outcome measures or limited sample sizes restrict our ability to make inferences about patterns of brain development following chemotherapy treatment. In this study, we used magnetic resonance imaging (MRI) to evaluate brain outcomes in ALL survivors, comparing against a group of typically developing, cancer free peers. Materials and methods Participants included 71 ALL survivors, on average 8 years after diagnosis and 8–18 years of age, and 83 typically developing controls. Anatomical MRI was performed to evaluate brain structure; diffusion and magnetization transfer MRI were used to examine brain tissue microstructure. Results Successful MRI scans were acquired in 67 survivors (94%) and 82 controls (99%). Structurally, ALL survivors exhibited widespread reductions in brain volume, with 6% less white matter and 5% less gray matter than controls (p = 0.003 and 0.0006 respectively). Much of the brain appeared affected – 71 of 90 evaluated structures showed smaller volume – with the most notable exception being the occipital lobe, where no significant differences were observed. Average full-scale IQ in the survivor and control groups were 95 (CI 92–99) and 110 (CI 107–113), respectively. Using data from the NIH Pediatric MRI Data Repository, we evaluated the extent to which elevated IQ in the control group might affect the structural differences observed. We estimated that two thirds of the observed brain differences were attributable to ALL and its treatment. In addition to the structural changes, survivors showed, on average, globally lower white matter fractional anisotropy (-3%) and higher radial diffusivity (+5%) (p < 10−6), but no differences in magnetization transfer ratio. Conclusions Neuroanatomical alterations in late childhood and adolescent ALL survivors treated with chemotherapy-only protocols are widespread, with white matter being somewhat more affected than gray matter. These MRI results indicate brain development is altered in ALL survivors and highlight the need to examine how these alterations emerge.
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Affiliation(s)
- Ellen van der Plas
- Department of Psychiatry, University of Iowa Hospital & Clinics, Iowa City, IA, USA
| | - T Leigh Spencer Noakes
- Mouse Imaging Centre, Hospital for Sick Children, Toronto, ON, Canada; Translational Medicine, Hospital for Sick Children, Toronto, ON, Canada
| | - Darci T Butcher
- Genetics & Genome Biology, Hospital for Sick Children Research Institute, Toronto, ON, Canada; Department of Pathology and Molecular Medicine, McMaster University, Hamilton, ON, Canada
| | - Rosanna Weksberg
- Genetics & Genome Biology, Hospital for Sick Children Research Institute, Toronto, ON, Canada; Clinical and Metabolic Genetics, Hospital for Sick Children Research Institute, Toronto, ON, Canada; Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada; Institute of Medical Sciences, University of Toronto, Toronto, ON, Canada
| | | | - Elizabeth A Wanstall
- Department of Psychology, The Hospital for Sick Children, Toronto, ON, Canada; Department of Psychology, York University, Toronto, ON, Canada
| | - Patrick Te
- Translational Medicine, Hospital for Sick Children, Toronto, ON, Canada; Clinical Pharmacology and Toxicology, Hospital for Sick Children, Toronto, ON, Canada
| | - Laura Hopf
- Department of Psychology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Sharon Guger
- Department of Psychology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Brenda J Spiegler
- Department of Psychology, The Hospital for Sick Children, Toronto, ON, Canada; Department of Pediatrics, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Johann Hitzler
- Department of Pediatrics, Faculty of Medicine, University of Toronto, Toronto, ON, Canada; Developmental and Stem Cell Biology, Hospital for Sick Children, Toronto, ON, Canada; Division of Hematology/Oncology, Hospital for Sick Children, Toronto, ON, Canada
| | - Russell J Schachar
- Department of Psychiatry, Hospital for Sick Children, Toronto, ON, Canada; Psychiatry Research, Hospital for Sick Children, Toronto, ON, Canada
| | - Shinya Ito
- Translational Medicine, Hospital for Sick Children, Toronto, ON, Canada; Clinical Pharmacology and Toxicology, Hospital for Sick Children, Toronto, ON, Canada; Pharmacology and Toxicology, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Brian J Nieman
- Mouse Imaging Centre, Hospital for Sick Children, Toronto, ON, Canada; Translational Medicine, Hospital for Sick Children, Toronto, ON, Canada; Ontario Institute for Cancer Research, Toronto, ON, Canada; Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada.
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17
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Chen L, Zhan Y, He F, Zhang S, Wu L, Gong H, Zhou F, Zeng X, Xu H. Altered Functional Connectivity Density in Young Survivors of Acute Lymphoblastic Leukemia Using Resting-State fMRI. Cancer Manag Res 2020; 12:7033-7041. [PMID: 32821168 PMCID: PMC7425087 DOI: 10.2147/cmar.s253202] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Accepted: 07/07/2020] [Indexed: 12/12/2022] Open
Abstract
Objective Using functional connectivity density (FCD) mapping measured by resting-state functional magnetic resonance imaging (rs-fMRI), an ultrafast data-driven graph theory approach, we attempted to study the abnormalities in neural activity of young survivors of acute lymphoblastic leukemia (ALL) and to explore the neuropathological evidence of chemotherapy-related cognitive impairment of patients. Methods Twenty young survivors of ALL and 18 well-matched healthy controls (HCs) were recruited in this study. All ALL patients and healthy controls underwent rs-fMRI scans and completed neurocognitive testing. The between-group differences in short-range and long-range FCD were calculated by the option of degree centrality (DC) in MATLAB software after preprocessing. The correlations between the FCD value and each of the neurocognitive outcomes were analyzed in the ALL patients. Results The group-averaged FCD maps showed similar spatial patterns between the two groups. Compared with the HCs, ALL patients showed decreased long-range FCD in regions of the bilateral lingual gyrus, cingulate cortex, hippocampal gyrus, and right calcarine fissure. Simultaneously, decreased regions in the short-range FCD map were the bilateral lingual gyrus, cingulate cortex, parahippocampal gyrus and right calcarine fissure. Increased functional connectivity (FC) was observed between the region with decreased long-range FCD and the posterior cerebellar lobe, and decreased FC was observed between the region and the middle occipital gyrus, cuneus and lingual gyrus. Thus, there existed no brain areas with increased FCD. The decreased short-range FCD value of ALL patients was positively correlated with the score on the Digit Span Test (Forward), and the increased FC value was negatively correlated with the score on the Trail Making Test part A. Conclusion Our results suggest the altered functional connectivity of young survivors of ALL in the posterior region of the brain and posterior lobe of the cerebellum. Alterations in spontaneous neuronal activity seem to parallel the neurocognitive testing, which indicates that the rs-fMRI could be used as a neuroimaging marker for neurological impairment in ALL patients.
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Affiliation(s)
- Linglong Chen
- Department of Radiology, Zhongnan Hospital of Wuhan University, Wuhan 430071, People's Republic of China
| | - Yaru Zhan
- Department of Radiology, The First Affiliated Hospital, Nanchang University, Nanchang 330006, People's Republic of China
| | - Fei He
- Department of Hematology, Jiangxi Provincial Children's Hospital, Nanchang, 330000, People's Republic of China
| | - Shouhua Zhang
- Department of Hematology, Jiangxi Provincial Children's Hospital, Nanchang, 330000, People's Republic of China
| | - Lin Wu
- Department of Radiology, The First Affiliated Hospital, Nanchang University, Nanchang 330006, People's Republic of China.,Jiangxi Medical Imaging Research Institute, Nanchang 330006, People's Republic of China
| | - Honghan Gong
- Department of Radiology, The First Affiliated Hospital, Nanchang University, Nanchang 330006, People's Republic of China.,Jiangxi Medical Imaging Research Institute, Nanchang 330006, People's Republic of China
| | - Fuqing Zhou
- Department of Radiology, The First Affiliated Hospital, Nanchang University, Nanchang 330006, People's Republic of China.,Jiangxi Medical Imaging Research Institute, Nanchang 330006, People's Republic of China
| | - Xianjun Zeng
- Department of Radiology, The First Affiliated Hospital, Nanchang University, Nanchang 330006, People's Republic of China.,Jiangxi Medical Imaging Research Institute, Nanchang 330006, People's Republic of China
| | - Haibo Xu
- Department of Radiology, Zhongnan Hospital of Wuhan University, Wuhan 430071, People's Republic of China
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18
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Assessment of Executive Functions after Treatment of Childhood Acute Lymphoid Leukemia: a Systematic Review. Neuropsychol Rev 2020; 30:386-406. [PMID: 32720195 DOI: 10.1007/s11065-020-09446-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2019] [Accepted: 07/09/2020] [Indexed: 01/18/2023]
Abstract
Individuals treated for childhood acute lymphoblastic leukemia (ALL) have a high survival rate. This fact, however, may lead to neurocognitive impairments in survivors, as shown in some studies. The prefrontal cortex and executive functions seem to be particularly vulnerable due to the late maturation in the development process. Executive impairments have been associated with poorer quality of life in childhood cancer survivors. A systematic review was carried out with studies that assessed executive functions in childhood ALL survivors.\ Studies were collected from five electronic databases: MEDLINE (PubMed); PsycInfo; WebOfScience; LILACS and IBECS. Eighty-four studies were retrieved from the database search, of which 50 were read in full and 26 met the inclusion criteria. The studies were heterogeneous as to the instruments used to assess executive function, the skills assessed and the comparison methods. Despite some discrepancies, ALL survivors seem to exhibit poorer executive functioning than typical controls, but this result did not hold true when subjects were compared to normative mean. Changes in brain structure and dynamics resulting from the disease itself, the toxicity of the treatment and difficulties in coping with the stress during treatment may be related to executive impairments in ALL survivors. Discussion proposed standardized methods and measures for assessing executive functioning in children during and after ALL treatment.
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19
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Cahaney C, Stefancin P, Coulehan K, Parker RI, Preston T, Goldstein J, Hogan L, Duong TQ. Anatomical brain MRI study of pediatric cancer survivors treated with chemotherapy: Correlation with behavioral measures. Magn Reson Imaging 2020; 72:8-13. [PMID: 32526251 DOI: 10.1016/j.mri.2020.05.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 05/16/2020] [Accepted: 05/30/2020] [Indexed: 10/24/2022]
Abstract
The negative impacts of chemotherapy on pediatric patients treated with chemotherapy during the formative years of brain development are understudied compared to adult chemotherapy cancer patients. This work investigated the morphometry, cortical thickness, and subcortical volumes using MRI and their correlations with behavioral measures in pediatric oncology survivors treated with chemotherapy. Chemotherapy-treated childhood cancer survivors (N = 15, 15.12 ± 5.98 years old) diagnosed with a non-central nervous system malignancy and healthy age-matched controls (N = 15, 15.13 ± 4.21 years old) were studied. MRI was acquired at 3 Tesla. Behavioral Rating Inventory of Executive Functioning (BRIEF) Parental Rating, Purdue Pegboard manual dexterity and n-back working memory measures were administered. Structural MRI scans at 3 Tesla were acquired. Voxel-based morphometry, cortical thickness and subcortical volumes were analyzed and correlated with behavioral scores. Parametric statistics with a p < .05 and adjusted for multiple comparison corrections were performed. Patients exhibited significantly smaller gray-matter volumes in the left globus pallidum, bilateral thalami, left caudate and left nucleus accumbens (p < .05) and thinner cortex in the right parahippocampal gyrus (p < .05) compared to controls. BRIEF scores were similar to normative values. Purdue Pegboard revealed manual dexterity deficits compared to normative values, and the n-back task showed working-memory deficits in patients compared to controls. Left thalamus volume positively correlated with dexterity performance (p = .029). The number of correct answers positively correlated and the number of incorrect answers negatively correlated with total-brain and white-matter volume (p < .05), but not gray-matter volume (p > .05). Our results support the hypothesis that the neurotoxicity of systemic chemotherapy has widespread negative effects on brain development in pediatric oncology patients with relatively mild cognitive deficits. MRI identified neuroanatomical changes have the potential to provide neural correlates of the sequelae associated with pediatric chemotherapy.
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Affiliation(s)
- Christine Cahaney
- Departments of Radiology, Stony Brook University, Stony Brook, NY, United States of America
| | - Patricia Stefancin
- Departments of Radiology, Stony Brook University, Stony Brook, NY, United States of America
| | - Kelly Coulehan
- Neurology, Stony Brook University, Stony Brook, NY, United States of America
| | - Robert I Parker
- Department of Pediatrics, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, United States of America
| | - Thomas Preston
- Neurology, Stony Brook University, Stony Brook, NY, United States of America
| | - Jessica Goldstein
- Departments of Radiology, Stony Brook University, Stony Brook, NY, United States of America
| | - Laura Hogan
- Department of Pediatrics, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, United States of America
| | - Timothy Q Duong
- Departments of Radiology, Stony Brook University, Stony Brook, NY, United States of America; Neurology, Stony Brook University, Stony Brook, NY, United States of America.
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20
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Stefancin P, Cahaney C, Parker RI, Preston T, Coulehan K, Hogan L, Duong TQ. Neural correlates of working memory function in pediatric cancer survivors treated with chemotherapy: an fMRI study. NMR IN BIOMEDICINE 2020; 33:e4296. [PMID: 32215994 DOI: 10.1002/nbm.4296] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2019] [Revised: 03/01/2020] [Accepted: 03/02/2020] [Indexed: 06/10/2023]
Abstract
The goal of this study is to investigate the neural correlates of working memory function associated with chemotherapy in pediatric cancer survivors using event-related functional MRI (fMRI) analysis. Fifteen pediatric cancer survivors treated with chemotherapy and 15 healthy controls were studied. Blood oxygenation level dependent (BOLD) fMRI was acquired. A visual n-back task was used to test working memory function during the fMRI scan. Responses were recorded via an MRI compatible button box for analysis. fMRI scans were analyzed using statistical parametric mapping software. All statistics were corrected for multiple comparisons by false discovery rate, with p < 0.05 as significance. Patients however gave more incorrect responses (p < 0.05), more no responses (p < 0.05), and longer response times (p < 0.05) compared with healthy controls. Correct responses generated significantly lower BOLD responses in the posterior cingulate for pediatric cancer survivors compared with controls (p < 0.05). Incorrect responses generated significantly greater BOLD responses in the angular gyrus in survivors (p < 0.05), and no response trials generated greater BOLD responses within the superior parietal lobule (p < 0.05) compared with controls. Working memory impairment appears to be due to an inability to manipulate information and to retrieve information from memory. The ability to delineate the affected neural circuits associated with chemotherapy-induced cognitive impairment could inform treatment strategies, identify patients at high risk of developing cognitive deficits, and pre-emptively tailor behavioral enrichment to overcome specific cognitive deficits.
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Affiliation(s)
- Patricia Stefancin
- Department of Radiology, Renaissance School of Medicine, Stony Brook University Hospital, Stony Brook, New York
| | - Christine Cahaney
- Department of Radiology, Renaissance School of Medicine, Stony Brook University Hospital, Stony Brook, New York
| | - Robert I Parker
- Department of Pediatrics, Renaissance School of Medicine, Stony Brook University Hospital, Stony Brook, New York
| | - Thomas Preston
- Department of Neurology, Renaissance School of Medicine, Stony Brook University Hospital, Stony Brook, New York
| | - Kelly Coulehan
- Department of Neurology, Renaissance School of Medicine, Stony Brook University Hospital, Stony Brook, New York
| | - Laura Hogan
- Department of Pediatrics, Renaissance School of Medicine, Stony Brook University Hospital, Stony Brook, New York
| | - Timothy Q Duong
- Department of Radiology, Renaissance School of Medicine, Stony Brook University Hospital, Stony Brook, New York
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21
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Fellah S, Cheung YT, Scoggins MA, Zou P, Sabin ND, Pui CH, Robison LL, Hudson MM, Ogg RJ, Krull KR. Brain Activity Associated With Attention Deficits Following Chemotherapy for Childhood Acute Lymphoblastic Leukemia. J Natl Cancer Inst 2020; 111:201-209. [PMID: 29790971 DOI: 10.1093/jnci/djy089] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Revised: 03/22/2018] [Accepted: 04/17/2018] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND The impact of contemporary chemotherapy treatment for childhood acute lymphoblastic leukemia on central nervous system activity is not fully appreciated. METHODS Neurocognitive testing and functional magnetic resonance imaging (fMRI) were obtained in 165 survivors five or more years postdiagnosis (average age = 14.4 years, 7.7 years from diagnosis, 51.5% males). Chemotherapy exposure was measured as serum concentration of methotrexate following high-dose intravenous injection. Neurocognitive testing included measures of attention and executive function. fMRI was obtained during completion of two tasks, the continuous performance task (CPT) and the attention network task (ANT). Image analysis was performed using Statistical Parametric Mapping software, with contrasts targeting sustained attention, alerting, orienting, and conflict. All statistical tests were two-sided. RESULTS Compared with population norms, survivors demonstrated impairment on number-letter switching (P < .001, a measure of cognitive flexibility), which was associated with treatment intensity (P = .048). Task performance during fMRI was associated with neurocognitive dysfunction across multiple tasks. Regional brain activation was lower in survivors diagnosed at younger ages for the CPT (bilateral parietal and temporal lobes) and the ANT (left parietal and right hippocampus). With higher serum methotrexate exposure, CPT activation decreased in the right temporal and bilateral frontal and parietal lobes, but ANT alerting activation increased in the ventral frontal, insula, caudate, and anterior cingulate. CONCLUSIONS Brain activation during attention and executive function tasks was associated with serum methotrexate exposure and age at diagnosis. These findings provide evidence for compromised and compensatory changes in regional brain function that may help clarify the neural substrates of cognitive deficits in acute lymphoblastic leukemia survivors.
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Affiliation(s)
- Slim Fellah
- Departments of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, TN
| | - Yin T Cheung
- Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN
| | - Matthew A Scoggins
- Departments of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, TN
| | - Ping Zou
- Departments of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, TN
| | - Noah D Sabin
- Departments of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, TN
| | - Ching-Hon Pui
- Oncology, St. Jude Children's Research Hospital, Memphis, TN
| | - Leslie L Robison
- Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN
| | - Melissa M Hudson
- Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN.,Oncology, St. Jude Children's Research Hospital, Memphis, TN
| | - Robert J Ogg
- Departments of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, TN
| | - Kevin R Krull
- Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN
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22
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Wang L, Zou L, Chen Q, Su L, Xu J, Zhao R, Shan Y, Zhang Q, Zhai Z, Gong X, Zhao H, Tao F, Zheng S. Gray Matter Structural Network Disruptions in Survivors of Acute Lymphoblastic Leukemia with Chemotherapy Treatment. Acad Radiol 2020; 27:e27-e34. [PMID: 31171463 DOI: 10.1016/j.acra.2019.04.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 04/26/2019] [Accepted: 04/28/2019] [Indexed: 01/21/2023]
Abstract
OBJECTIVES Neuroimaging studies of acute lymphoblastic leukemia (ALL) during chemotherapy treatment have shown alterations in structure, function, and connectivity in several brain regions, suggesting neurobiological impairment that might influence the large-scale brain network. This study aimed to detect the alterations in the topological organization of structural covariance networks of ALL patients. METHODS This study included 28 ALL patients undergoing chemotherapy and 20 matched healthy controls. We calculated the gray matter volume of 90 brain regions based on an automated anatomical labeling template and applied graph theoretical analysis to compare the topological parameters of the gray matter structural networks between the two groups. RESULTS The results demonstrated that both the ALL and healthy control groups exhibited a small-world topology across the range of densities. Compared to healthy controls, ALL patients had less highly interactive nodes and a reduced degree/betweenness in temporal regions, which may contribute to impaired memory and executive functions in these patients. CONCLUSION These results reveal that ALL patients undergoing chemotherapy treatment may have decreased regional connectivity and reduced efficiency of their structural covariance network. This is the first report of anomalous large-scale gray matter structural networks in ALL patients undergoing chemotherapy treatment and provides new insights regarding the neurobiological mechanisms underlying the chemo-brain network.
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Affiliation(s)
- Longsheng Wang
- Department of Radiology, the Second Hospital of Anhui Medical University, Hefei, Anhui, China; Medical Image Research Center, Anhui Medical University, Hefei, Anhui, China
| | - Liwei Zou
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, Hefei, Anhui, China
| | - Qi Chen
- Department of Radiology, the Second Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Lianzi Su
- Department of Radiology, the Second Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Jiajia Xu
- Department of Radiology, the Second Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Ru Zhao
- Department of Radiology, the Second Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Yanqi Shan
- Department of Radiology, the Second Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Qing Zhang
- Department of Hematology, the Second Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Zhimin Zhai
- Department of Hematology, the Second Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Xijun Gong
- Department of Radiology, the Second Hospital of Anhui Medical University, Hefei, Anhui, China; Medical Image Research Center, Anhui Medical University, Hefei, Anhui, China
| | - Hong Zhao
- Department of Radiology, the Second Hospital of Anhui Medical University, Hefei, Anhui, China; Medical Image Research Center, Anhui Medical University, Hefei, Anhui, China
| | - Fangbiao Tao
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, Hefei, Anhui, China; Anhui Provincial Key Laboratory of Population Health and Aristogenics, Hefei, Anhui, China.
| | - Suisheng Zheng
- Ping An Healthcare Diagnostics Center, Hefei, Anhui, China.
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23
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Psychological Problems in Boys with Acute Myeloid Leukemia (AML) with Central Nervous System (CNS) Involvement; A Descriptive Study. INTERNATIONAL JOURNAL OF CANCER MANAGEMENT 2020. [DOI: 10.5812/ijcm.96851] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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24
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Zhou C, Zhuang Y, Lin X, Michelson AD, Zhang A. Changes in neurocognitive function and central nervous system structure in childhood acute lymphoblastic leukaemia survivors after treatment: a meta-analysis. Br J Haematol 2019; 188:945-961. [PMID: 31823355 DOI: 10.1111/bjh.16279] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Accepted: 09/18/2019] [Indexed: 12/25/2022]
Abstract
Acute lymphoblastic leukaemia (ALL) is the most common malignancy in children. Although the survival rate has increased dramatically over the last decades, patients struggle with the adverse side effects of treatment. Treatment for ALL includes chemotherapy and irradiation - both of which are linked to cognitive impairments and alterations in central nervous system (CNS) structure and function detected by neuroimaging and in neurocognitive studies. The present article is a meta-analysis of the existing evidence for the mechanisms underlying changes in the CNS and neurocognitive function in ALL survivors after treatment. We found that compared with controls, ALL survivors develop: (i) cognitive sequelae in intelligence, academics, attention, memory, processing speed and executive function domains; (ii) decreased grey and white matter volume in cortical and several subcortical brain regions, with functional changes particularly in frontal regions and the hippocampus; (iii) neurocognitive impairments related to CNS changes; and (iv) reduction, but not resolution, of late neurocognitive sequelae in patients in whom prophylactic irradiation was replaced by systemic/intrathecal chemotherapy. Continued work with advanced functional magnetic resonance imaging techniques will hopefully allow the detection of early CNS changes as biomarkers to help guide early diagnosis and intervention for neurocognitive defects in patients with childhood ALL.
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Affiliation(s)
- Chendan Zhou
- Department of Pediatrics, Qilu Hospital, Shandong University, Jinan, Shandong, China
| | - Yong Zhuang
- Department of Pediatrics, Qilu Hospital, Shandong University, Jinan, Shandong, China
| | - Xingjie Lin
- Department of Pediatrics, Qilu Hospital, Shandong University, Jinan, Shandong, China
| | - Alan D Michelson
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Harvard Medical School, Boston, MA, USA
| | - Aijun Zhang
- Department of Pediatrics, Qilu Hospital, Shandong University, Jinan, Shandong, China.,Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Harvard Medical School, Boston, MA, USA
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25
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Bondarenko VP, Tereschenko GV, Andrianov MM, Rumyantseva YV, Karachunsky AI, Kasatkin VN, Karelin AF, Anisimov VN, Zhukovskaya EV, Rumyantsev AG. Magnetic resonance imaging of changes in the brain of children cured of acute lymphoblastic leukemia. Hematol Rep 2019; 11:7946. [PMID: 31579120 PMCID: PMC6761460 DOI: 10.4081/hr.2019.7946] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Accepted: 07/05/2019] [Indexed: 11/23/2022] Open
Abstract
This study was aimed to systematize magnetic resonance imaging (MRI) presentation of toxic leukoencephalopathy, to find the correlation between method of central nervous system (CNS) leukemia prevention and changes on MRI, to find relationship between existence leukoencephalopathy on imaging and neurocognitive deficits in pediatric patients after anti-leukemic therapy. Brain MRI data of 48 children, who underwent a therapy course according to the ALL-MB intermediate risk protocol, was evaluated. In accordance with two arms of this protocol, they received either radiation therapy, or additional intrathecal administration of chemotherapeutic agents as a prevention of CNS leukemia. Also, neurocognitive tests were performed. According to the results of the performed investigation, 10 (50%) out of 20 children, who received cranial irradiation and 18 (66.6%) out of 27 patients, who received only intrathecal therapy demonstrated abnormal brain changes (leukoencephalopathy) according to MRI data. Leukoencephalopathy was mostly presented by diffuse zones and localized predominantly in the frontal and temporal lobes. There was no correlation between method of CNS prevention and the existence of leukoencephalopathy on MRI. The analysis of our data did not show significant differences in brain damage and severity of cognitive impairment depending on the type of prevention of CNS leukemia. Moreover, in this study no statistical correlation was found between leukoencephalopathy on MRI and neurocognitive impairment according to clinical tests data. Further long-term prospective studies and examinations should be performed to assess late neurotoxic effects.
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Affiliation(s)
- Vladislav P. Bondarenko
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Ministry of Healthcare, Moscow
- Clinical Hospital 17, Moscow
| | - Galina V. Tereschenko
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Ministry of Healthcare, Moscow
| | - Mikhail M. Andrianov
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Ministry of Healthcare, Moscow
| | - Yulia V. Rumyantseva
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Ministry of Healthcare, Moscow
| | - Alexander I. Karachunsky
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Ministry of Healthcare, Moscow
| | - Vladimir N. Kasatkin
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Ministry of Healthcare, Moscow
| | - Alexander F. Karelin
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Ministry of Healthcare, Moscow
| | - Viktor N. Anisimov
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Ministry of Healthcare, Moscow
- Lomonosov Moscow State University, Moscow, Russian Federation
| | - Elena V. Zhukovskaya
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Ministry of Healthcare, Moscow
| | - Alexander G. Rumyantsev
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Ministry of Healthcare, Moscow
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26
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Jones RM, Pattwell SS. Future considerations for pediatric cancer survivorship: Translational perspectives from developmental neuroscience. Dev Cogn Neurosci 2019; 38:100657. [PMID: 31158802 PMCID: PMC6697051 DOI: 10.1016/j.dcn.2019.100657] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Revised: 04/26/2019] [Accepted: 05/06/2019] [Indexed: 02/06/2023] Open
Abstract
Breakthroughs in modern medicine have increased pediatric cancer survival rates throughout the last several decades. Despite enhanced cure rates, a subset of pediatric cancer survivors exhibit life-long psychological side effects. A large body of work has addressed potential mechanisms for secondary symptoms of anxiety, post-traumatic stress, impaired emotion regulation and cognitive deficits in adults. Yet, absent from many studies are the ways in which cancer treatment can impact the developing brain. Additionally, it remains less known whether typical neurobiological changes during adolescence and early adulthood may potentially buffer or exacerbate some of the known negative cancer survivorship outcomes. This review highlights genetic, animal, and human neuroimaging research across development. We focus on the neural circuitry associated with aversive learning, which matures throughout childhood, adolescence and early adulthood. We argue that along with other individual differences, the precise timing of oncological treatment insults on such neural circuitry may expose particular vulnerabilities for pediatric cancer patients. We also explore other moderators of treatment outcomes, including genetic polymorphisms and neural mechanisms underlying memory and cognitive control. We discuss how neural maturation extending into young adulthood may also provide a sensitive period for intervention to improve psychological and cognitive outcomes in pediatric cancer survivors.
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Affiliation(s)
- Rebecca M Jones
- The Sackler Institute for Developmental Psychobiology, Department of Psychiatry, Weill Cornell Medicine, New York, NY 10065, United States
| | - Siobhan S Pattwell
- Human Biology Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North, Mailstop C3-168, Seattle, WA 98109, United States.
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27
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Boulet‐Craig A, Robaey P, Barlaam F, Laniel J, Oswald V, Jerbi K, Sultan S, Affret‐Bertout L, Drouin S, Krajinovic M, Laverdière C, Sinnett D, Jolicoeur P, Lippé S. Visual short‐term memory activation patterns in adult survivors of childhood acute lymphoblastic leukemia. Cancer 2019; 125:3639-3648. [DOI: 10.1002/cncr.32374] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Revised: 05/22/2019] [Accepted: 05/23/2019] [Indexed: 11/10/2022]
Affiliation(s)
- Aubree Boulet‐Craig
- CHU Sainte‐Justine Research Center Montreal Quebec Canada
- Department of Psychology University of Montreal Montreal Quebec Canada
| | - Philippe Robaey
- CHU Sainte‐Justine Research Center Montreal Quebec Canada
- Department of Psychology University of Montreal Montreal Quebec Canada
- Department of Psychiatry University of Montreal Montreal Quebec Canada
- Department of Psychiatry University of Ottawa Ottawa Ontario Canada
- Children's Hospital of Eastern Ontario Ottawa Ontario Canada
| | - Fanny Barlaam
- CHU Sainte‐Justine Research Center Montreal Quebec Canada
| | - Julie Laniel
- CHU Sainte‐Justine Research Center Montreal Quebec Canada
- Department of Psychology University of Montreal Montreal Quebec Canada
| | - Victor Oswald
- CHU Sainte‐Justine Research Center Montreal Quebec Canada
| | - Karim Jerbi
- Department of Psychology University of Montreal Montreal Quebec Canada
| | - Serge Sultan
- CHU Sainte‐Justine Research Center Montreal Quebec Canada
- Department of Psychology University of Montreal Montreal Quebec Canada
| | | | - Simon Drouin
- CHU Sainte‐Justine Research Center Montreal Quebec Canada
| | - Maja Krajinovic
- CHU Sainte‐Justine Research Center Montreal Quebec Canada
- Department of Pediatrics University of Montreal Montreal Quebec Canada
| | - Caroline Laverdière
- CHU Sainte‐Justine Research Center Montreal Quebec Canada
- Department of Pediatrics University of Montreal Montreal Quebec Canada
| | - Daniel Sinnett
- CHU Sainte‐Justine Research Center Montreal Quebec Canada
- Department of Pediatrics University of Montreal Montreal Quebec Canada
| | - Pierre Jolicoeur
- Department of Psychology University of Montreal Montreal Quebec Canada
| | - Sarah Lippé
- CHU Sainte‐Justine Research Center Montreal Quebec Canada
- Department of Psychology University of Montreal Montreal Quebec Canada
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28
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Darling S, De Luca CR, Anderson V, McCarthy M, Hearps S, Seal M. Brain morphology and information processing at the completion of chemotherapy-only treatment for pediatric acute lymphoblastic leukemia. Dev Neurorehabil 2019; 22:293-302. [PMID: 29969366 DOI: 10.1080/17518423.2018.1492988] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Background: Approximately 50% of survivors of childhood acute lymphoblastic leukemia (ALL) demonstrate cognitive impairments. However, the trajectory of change and contributing neuropathology is unclear, limiting our ability to tailor intervention content and timing. This study aimed to explore information processing abilities and brain morphology early post-treatment for pediatric ALL. Procedure: Twenty-one children at the end of ALL treatment and 18 controls underwent neuropsychological assessment. A subset also completed structural magnetic resonance imaging. Results: A principal component analysis generated two cognitive factors: information processing capacity and information processing speed. Compared to control group, the ALL group displayed deficits in capacity, but not speed. No group differences were identified in morphology. No relationship was identified between capacity or speed and morphology. Conclusion: Early cognitive intervention should target information processing abilities using a system-wide approach. Future studies should employ alternative imaging techniques sensitive to white-matter microstructure when exploring pathology underlying information processing deficits.
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Affiliation(s)
- Simone Darling
- a Clinical Sciences , Murdoch Children's Research Institute , Parkville , Australia.,b Department of Paediatrics , University of Melbourne , Melbourne , Australia
| | - Cinzia Rachele De Luca
- a Clinical Sciences , Murdoch Children's Research Institute , Parkville , Australia.,c Children's Cancer Centre , The Royal Children's Hospital , Melbourne , Australia
| | - Vicki Anderson
- a Clinical Sciences , Murdoch Children's Research Institute , Parkville , Australia.,b Department of Paediatrics , University of Melbourne , Melbourne , Australia.,d Psychology Department , The Royal Children's Hospital , Melbourne , Australia
| | - Maria McCarthy
- a Clinical Sciences , Murdoch Children's Research Institute , Parkville , Australia.,c Children's Cancer Centre , The Royal Children's Hospital , Melbourne , Australia
| | - Stephen Hearps
- a Clinical Sciences , Murdoch Children's Research Institute , Parkville , Australia
| | - Marc Seal
- a Clinical Sciences , Murdoch Children's Research Institute , Parkville , Australia.,b Department of Paediatrics , University of Melbourne , Melbourne , Australia
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29
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Nagtegaal SHJ, David S, van der Boog ATJ, Leemans A, Verhoeff JJC. Changes in cortical thickness and volume after cranial radiation treatment: A systematic review. Radiother Oncol 2019; 135:33-42. [PMID: 31015168 DOI: 10.1016/j.radonc.2019.02.013] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2018] [Revised: 12/10/2018] [Accepted: 02/15/2019] [Indexed: 12/23/2022]
Abstract
Cognitive decline has a clear impact on quality of life in patients who have received cranial radiation treatment. The pathophysiological process is most likely multifactorial, with a possible role for decreased cortical thickness and volume. As radiotherapy treatment systems are becoming more sophisticated, precise sparing of vulnerable regions and tissue is possible. This allows radiation oncologists to make treatment more patient-tailored. A systematic search was performed to collect and review all available evidence regarding the effect of cranial radiation treatment on cortical thickness and volume. We searched the Pubmed, Embase and Cochrane databases, with an additional reference check in the Scopus database. Studies that examined cortical changes on MRI within patients as well as between treated and non-treated patients were included. The quality of the studies was assessed with a checklist specially designed for this review. No meta-analysis was performed due to the lack of randomised trials. Out of 1915 publications twenty-one papers were selected, of which fifteen observed cortical changes after radiation therapy. Two papers reported radiation-dependent decrease in cortical thickness within patients one year after radiation treatment, suggesting a clear relation between the two. However, study quality was considered mostly suboptimal, and there was great inhomogeneity between the included studies. This means that, although there has been increasing interest in the effects of radiation treatment on cortex morphology, no reliable conclusion can be drawn based on the currently available evidence. This calls for more research, preferably with a sufficiently large patient population, and adequate methodology.
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Affiliation(s)
- Steven H J Nagtegaal
- Department of Radiation Oncology, University Medical Center, Utrecht, the Netherlands.
| | - Szabolcs David
- Image Sciences Institute, University Medical Center, Utrecht, the Netherlands.
| | | | - Alexander Leemans
- Image Sciences Institute, University Medical Center, Utrecht, the Netherlands.
| | - Joost J C Verhoeff
- Department of Radiation Oncology, University Medical Center, Utrecht, the Netherlands.
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30
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Abstract
Survival rates of children with cancer are steadily increasing. This urges our attention to neurocognitive and psychiatric outcomes, as these can markedly influence the quality of life of these children. Neurobehavioral morbidity in childhood cancer survivors affects diverse aspects of cognitive function, which can include attention, memory, processing speed, intellect, academic achievement, and emotional health. Reasons for neurobehavioral morbidity are multiple with one major contributor being chemotherapy-induced central nervous system (CNS) toxicity. Clinical studies investigating the effects of chemotherapy on the CNS in children with cancer have reported causative associations with the development of leukoencephalopathies as well as smaller regional grey and white matter volumes, which have been found to correlate with neurocognitive deficits.Preclinical work has provided compelling evidence that chemotherapy drugs are potent neuro- and gliotoxins in vitro and in vivo and can cause brain injury via excitotoxic and apoptotic mechanisms. Furthermore, chemotherapy triggers DNA (deoxyribonucleic acid) damage directly or through increased oxidative stress. It can shorten telomeres and accelerate cell aging, cause cytokine deregulation, inhibit hippocampal neurogenesis, and reduce brain vascularization and blood flow. These mechanisms, when allowed to operate on the developing brain of a child, have high potential to not only cause brain injury, but also alter crucial developmental events, such as myelination, synaptogenesis, neurogenesis, cortical thinning, and formation of neuronal networks.This short review summarizes key publications describing neurotoxicity of chemotherapy in pediatric cancers and potential underlying pathomechanisms.
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Affiliation(s)
- Chrysanthy Ikonomidou
- Department of Neurology, Section of Child Neurology, University of Wisconsin Madison, Madison, WI, 53705, USA.
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31
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Kesler SR, Ogg R, Reddick WE, Phillips N, Scoggins M, Glass JO, Cheung YT, Pui CH, Robison LL, Hudson MM, Krull KR. Brain Network Connectivity and Executive Function in Long-Term Survivors of Childhood Acute Lymphoblastic Leukemia. Brain Connect 2018; 8:333-342. [PMID: 29936880 PMCID: PMC6103246 DOI: 10.1089/brain.2017.0574] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Chemotherapeutic agents used to treat acute lymphoblastic leukemia (ALL), the most common cancer affecting young children, have been associated with long-term cognitive impairments that reduce quality of life. Executive dysfunction is one of the most consistently observed deficits and can have substantial and pervasive effects on academic success, occupational achievement, psychosocial function, and psychiatric status. We examined the neural mechanisms of executive dysfunction by measuring structural and functional connectomes in 161 long-term survivors of pediatric ALL, age 8-21 years, who were treated on a single contemporary chemotherapy-only protocol for standard/high- or low-risk disease. Lower global efficiency, a measure of information exchange and network integration, of both structural and functional connectomes was found in survivors with executive dysfunction compared with those without dysfunction (p < 0.046). Patients with standard/high- versus low-risk disease and those who received greater number of intrathecal treatments containing methotrexate had the lowest network efficiencies. Patients with executive dysfunction also showed hyperconnectivity in sensorimotor, visual, and auditory-processing regions (p = 0.037) and poor separation between sensorimotor, executive/attention, salience, and default mode networks (p < 0.0001). Connectome disruption was consistent with a pattern of delayed neurodevelopment that may be associated with reduced resilience, adaptability, and flexibility of the brain network. These findings highlight the need for interventions that will prevent or manage cognitive impairment in survivors of pediatric acute lymphoblastic leukemia.
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Affiliation(s)
- Shelli R. Kesler
- Department of Neuro-oncology, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Robert Ogg
- Department of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Wilburn E. Reddick
- Department of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Nicholas Phillips
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Matthew Scoggins
- Department of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - John O. Glass
- Department of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Yin Ting Cheung
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Ching-Hon Pui
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Leslie L. Robison
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Melissa M. Hudson
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Kevin R. Krull
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, Tennessee
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32
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Marusak HA, Iadipaolo AS, Harper FW, Elrahal F, Taub JW, Goldberg E, Rabinak CA. Neurodevelopmental consequences of pediatric cancer and its treatment: applying an early adversity framework to understanding cognitive, behavioral, and emotional outcomes. Neuropsychol Rev 2018; 28:123-175. [PMID: 29270773 PMCID: PMC6639713 DOI: 10.1007/s11065-017-9365-1] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2017] [Accepted: 11/08/2017] [Indexed: 01/29/2023]
Abstract
Today, children are surviving pediatric cancer at unprecedented rates, making it one of modern medicine's true success stories. However, we are increasingly becoming aware of several deleterious effects of cancer and the subsequent "cure" that extend beyond physical sequelae. Indeed, survivors of childhood cancer commonly report cognitive, emotional, and psychological difficulties, including attentional difficulties, anxiety, and posttraumatic stress symptoms (PTSS). Cognitive late- and long-term effects have been largely attributed to neurotoxic effects of cancer treatments (e.g., chemotherapy, cranial irradiation, surgery) on brain development. The role of childhood adversity in pediatric cancer - namely, the presence of a life-threatening disease and endurance of invasive medical procedures - has been largely ignored in the existing neuroscientific literature, despite compelling research by our group and others showing that exposure to more commonly studied adverse childhood experiences (i.e., domestic and community violence, physical, sexual, and emotional abuse) strongly imprints on neural development. While these adverse childhood experiences are different in many ways from the experience of childhood cancer (e.g., context, nature, source), they do share a common element of exposure to threat (i.e., threat to life or physical integrity). Therefore, we argue that the double hit of early threat and cancer treatments likely alters neural development, and ultimately, cognitive, behavioral, and emotional outcomes. In this paper, we (1) review the existing neuroimaging research on child, adolescent, and adult survivors of childhood cancer, (2) summarize gaps in our current understanding, (3) propose a novel neurobiological framework that characterizes childhood cancer as a type of childhood adversity, particularly a form of early threat, focusing on development of the hippocampus and the salience and emotion network (SEN), and (4) outline future directions for research.
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Affiliation(s)
- Hilary A Marusak
- Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Ave., Suite 2190, Detroit, MI, 48202, USA.
| | - Allesandra S Iadipaolo
- Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Ave., Suite 2190, Detroit, MI, 48202, USA
| | - Felicity W Harper
- Population Studies and Disparities Research Program, Karmanos Cancer Institute, Detroit, MI, USA
- Department of Oncology, School of Medicine, Wayne State University, Detroit, MI, USA
| | - Farrah Elrahal
- Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Ave., Suite 2190, Detroit, MI, 48202, USA
| | - Jeffrey W Taub
- Department of Pediatrics, School of Medicine, Wayne State University, Detroit, MI, USA
- Children's Hospital of Michigan, Detroit, MI, USA
| | - Elimelech Goldberg
- Department of Pediatrics, School of Medicine, Wayne State University, Detroit, MI, USA
- Kids Kicking Cancer, Southfield, MI, USA
| | - Christine A Rabinak
- Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Ave., Suite 2190, Detroit, MI, 48202, USA
- Department of Pharmaceutical Sciences, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, Detroit, MI, USA
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI, USA
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Darling SJ, De Luca C, Anderson V, McCarthy M, Hearps S, Seal ML. White Matter Microstructure and Information Processing at the Completion of Chemotherapy-Only Treatment for Pediatric Acute Lymphoblastic Leukemia. Dev Neuropsychol 2018; 43:385-402. [DOI: 10.1080/87565641.2018.1473401] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
Affiliation(s)
- Simone J Darling
- Clinical Sciences, Murdoch Children’s Research Institute, Parkville, Australia
- Department of Paediatrics, The University of Melbourne, Parkville, Australia
| | - Cinzia De Luca
- Clinical Sciences, Murdoch Children’s Research Institute, Parkville, Australia
- Children’s Cancer Centre, Royal Children’s Hospital, Parkville, Australia
| | - Vicki Anderson
- Clinical Sciences, Murdoch Children’s Research Institute, Parkville, Australia
- Department of Paediatrics, The University of Melbourne, Parkville, Australia
- Psychology Department, The Royal Children’s Hospital, Parkville, Australia
| | - Maria McCarthy
- Clinical Sciences, Murdoch Children’s Research Institute, Parkville, Australia
- Children’s Cancer Centre, Royal Children’s Hospital, Parkville, Australia
| | - Stephen Hearps
- Clinical Sciences, Murdoch Children’s Research Institute, Parkville, Australia
| | - Marc L Seal
- Clinical Sciences, Murdoch Children’s Research Institute, Parkville, Australia
- Department of Paediatrics, The University of Melbourne, Parkville, Australia
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Simard F, Cadoret G. Neural correlates of active controlled retrieval development: An exploratory ERP study. Brain Cogn 2018; 124:20-28. [PMID: 29723679 DOI: 10.1016/j.bandc.2018.04.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Revised: 04/20/2018] [Accepted: 04/23/2018] [Indexed: 10/17/2022]
Abstract
Working memory is composed of different processes and encompasses not only the temporary storage of information but also its manipulation in order to perform complex cognitive activities. During childhood, one of these manipulation processes, namely active controlled retrieval, improves significantly between the age of 6 to 10, suggesting that the neuronal network supporting this function undergoes substantial maturational changes. The present study examined the neural activity of 14 healthy children and 14 adults while performing an active controlled retrieval task. Results showed differences in brain activity according to active controlled retrieval in a 300-500 ms window corresponding to the retrieval period. Active controlled retrieval was associated with a P3b-like potential in parietal sites for both children and adults. In fronto-central sites, children demonstrated a "N400 like" potential associated with active retrieval processing. These results are discussed in terms of maturational development.
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Affiliation(s)
- France Simard
- Département de musique, Faculté des arts, Université du Québec à Montréal, Case postale 8888, succ. Centre-Ville, Montréal, Québec H3C 3P8, Canada.
| | - Geneviève Cadoret
- Département des sciences de l'activité physique, Faculté des sciences, Université du Québec à Montréal, Case postale 8888, succ. Centre-ville, Montréal, Québec H3C 3P8, Canada
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35
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Myrdal OH, Kanellopoulos A, Christensen JR, Ruud E, Edvardsen E, Kongerud J, Sikkeland LI, Lund MB. Risk factors for impaired pulmonary function and cardiorespiratory fitness in very long-term adult survivors of childhood acute lymphoblastic leukemia after treatment with chemotherapy only . Acta Oncol 2018; 57:658-664. [PMID: 29303026 DOI: 10.1080/0284186x.2017.1423177] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
BACKGROUND Survivors of childhood acute lymphoblastic leukemia (ALL) are at risk of late treatment-related side-effects. Data regarding prevalence and risk factors for impairments in pulmonary function and cardiorespiratory fitness are limited, and reported findings are inconsistent and inconclusive. MATERIAL AND METHODS In a cross-sectional study, 116 ALL survivors (median 5 years at diagnosis, 29 years at follow-up, 53% females) were examined, median 23 years after treatment with chemotherapy only. Individual cumulative doses of cytostatic agents were calculated. Methods included blood tests, echocardiography, pulmonary function tests and cardiorespiratory exercise test. RESULTS Females had lower % predicted gas diffusing capacity (DLCO) than males (mean [SD] 84 [13] versus 97 [14], p < .001). Impairment in DLCO was found in 34% females versus 7% males, p < .001. In a multiple linear regression model, female gender, body mass index (BMI) and smoking were risk factors for reduced % predicted DLCO, with a borderline significant effect of left ventricular ejection fraction (LVEF). Impaired cardiorespiratory fitness was found in 42% of the survivors, with a borderline increased risk in females, p = .06. Smoking and BMI were risk factors for reduced % predicted VO2peak. Subjects exposed to anthracyclines had lower LVEF% and % predicted VO2peak than those not exposed, (mean [SD] 56.2 [4.3] versus 59.2 [5.2], p = .01 and 86.9 [18.4] versus 92.8 [18.4], p = .03, respectively). CONCLUSIONS Impairments in pulmonary function and cardiorespiratory fitness are common in very long-term survivors of childhood ALL. Risk factors are female gender, BMI and smoking. In order to preserve pulmonary function and cardiorespiratory fitness, we suggest increased attention and targeted advice on modifiable lifestyle factors such as smoking, inactivity and overweight.
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Affiliation(s)
- Ole Henrik Myrdal
- Department of Respiratory Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Adriani Kanellopoulos
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Dept of Pediatric Oncology and Haematology, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Jon R. Christensen
- Department of Cardiology, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Ellen Ruud
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Dept of Pediatric Oncology and Haematology, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Elisabeth Edvardsen
- The Norwegian School of Sport Sciences, Oslo, Norway
- Department of Pulmonary Medicine, Oslo University Hospital, Ullevål, Norway
| | - Johny Kongerud
- Department of Respiratory Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Liv Ingunn Sikkeland
- Department of Respiratory Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - May B. Lund
- Department of Respiratory Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
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36
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Sleurs C, Lemiere J, Christiaens D, Billiet T, Peeters R, Sunaert S, Uyttebroeck A, Deprez S. Advanced MR diffusion imaging and chemotherapy-related changes in cerebral white matter microstructure of survivors of childhood bone and soft tissue sarcoma? Hum Brain Mapp 2018; 39:3375-3387. [PMID: 29675944 DOI: 10.1002/hbm.24082] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2017] [Revised: 04/03/2018] [Accepted: 04/04/2018] [Indexed: 12/13/2022] Open
Abstract
With the increase of survival rates of pediatric cancer patients, the number of children facing potential cognitive sequelae has grown. Previous adult studies suggest that white matter (WM) microstructural changes may contribute to cognitive impairment. This study aims to investigate WM microstructure in childhood bone and soft tissue sarcoma. Differences in (micro-)structure can be investigated using diffusion MRI (dMRI). The typically used diffusion tensor model (DTI) assumes Gaussian diffusion, and lacks information about fiber populations. In this study, we compare WM structure of childhood bone and soft tissue sarcoma survivors (n = 34) and matched controls (n = 34), combining typical and advanced voxel-based models (DTI and NODDI model, respectively), as well as recently developed fixel-based models (for estimations of intra-voxel differences, apparent fiber density [AFD] and fiber cross-section [FC]). Parameters with significant findings were compared between treatments, and correlated with subscales of the WAIS-IV intelligence test, age at diagnosis, age at assessment and time since diagnosis. We encountered extensive regions showing lower fractional anisotropy, overlapping with both significant NODDI parameters and fixel-based parameters. In contrast to these diffuse differences, the fixel-based measure of AFD was reduced in the cingulum and corpus callosum only. Furthermore, AFD of the corpus callosum was significantly predicted by chemotherapy treatment and correlated positively with time since diagnosis, visual puzzles and similarities task scores. This study suggests altered WM structure of childhood bone and soft tissue sarcoma survivors. We conclude global chemotherapy-related changes, with particular vulnerability of centrally located WM bundles. Finally, such differences could potentially recover after treatment.
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Affiliation(s)
- Charlotte Sleurs
- Department of Pediatrics, University Hospitals Leuven, UZ Leuven, Belgium.,Department of Radiology, University Hospitals Leuven, UZ Leuven, Belgium.,Department of Oncology, UZ Leuven, Belgium
| | - Jurgen Lemiere
- Department of Pediatrics, University Hospitals Leuven, UZ Leuven, Belgium
| | - Daan Christiaens
- Centre for the Developing Brain, King's College London, London, United Kingdom
| | - Thibo Billiet
- Imaging Biomarker Experts, Icometrix, Leuven, Belgium
| | - Ronald Peeters
- Department of Radiology, University Hospitals Leuven, UZ Leuven, Belgium
| | - Stefan Sunaert
- Department of Radiology, University Hospitals Leuven, UZ Leuven, Belgium.,Department of Imaging and Pathology, UZ Leuven, Belgium
| | - Anne Uyttebroeck
- Department of Pediatrics, University Hospitals Leuven, UZ Leuven, Belgium.,Department of Oncology, UZ Leuven, Belgium
| | - Sabine Deprez
- Department of Radiology, University Hospitals Leuven, UZ Leuven, Belgium.,Department of Imaging and Pathology, UZ Leuven, Belgium
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Einarsson EJ, Patel M, Petersen H, Wiebe T, Fransson PA, Magnusson M, Moëll C. Elevated visual dependency in young adults after chemotherapy in childhood. PLoS One 2018; 13:e0193075. [PMID: 29466416 PMCID: PMC5821353 DOI: 10.1371/journal.pone.0193075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2017] [Accepted: 02/05/2018] [Indexed: 11/21/2022] Open
Abstract
Chemotherapy in childhood can result in long-term neurophysiological side-effects, which could extend to visual processing, specifically the degree to which a person relies on vision to determine vertical and horizontal (visual dependency). We investigated whether adults treated with chemotherapy in childhood experience elevated visual dependency compared to controls and whether any difference is associated with the age at which subjects were treated. Visual dependency was measured in 23 subjects (mean age 25.3 years) treated in childhood with chemotherapy (CTS) for malignant, solid, non-CNS tumors. We also stratified CTS into two groups: those treated before 12 years of age and those treated from 12 years of age and older. Results were compared to 25 healthy, age-matched controls. The subjective visual horizontal (SVH) and vertical (SVV) orientations was recorded by having subjects position an illuminated rod to their perceived horizontal and vertical with and without a surrounding frame tilted clockwise and counter-clockwise 20° from vertical. There was no significant difference in rod accuracy between any CTS groups and controls without a frame. However, when assessing visual dependency using a frame, CTS in general (p = 0.006) and especially CTS treated before 12 years of age (p = 0.001) tilted the rod significantly further in the direction of the frame compared to controls. Our findings suggest that chemotherapy treatment before 12 years of age is associated with elevated visual dependency compared to controls, implying a visual bias during spatial activities. Clinicians should be aware of symptoms such as visual vertigo in adults treated with chemotherapy in childhood.
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Affiliation(s)
- Einar-Jón Einarsson
- Department of Clinical Sciences, Lund University, Lund, Sweden
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - Mitesh Patel
- Division of Brain Sciences, Imperial College London, London, United Kingdom
| | - Hannes Petersen
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland
- Department of Otorhinolaryngology, Landspitali University Hospital, Reykjavik, Iceland
| | - Thomas Wiebe
- Department of Pediatrics, Skåne University Hospital, Lund, Sweden
| | | | - Måns Magnusson
- Department of Clinical Sciences, Lund University, Lund, Sweden
- Department of Otorhinolaryngology, Skåne University Hospital, Lund, Sweden
| | - Christian Moëll
- Department of Pediatrics, Skåne University Hospital, Lund, Sweden
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38
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Zając-Spychała O, Pawlak M, Karmelita-Katulska K, Pilarczyk J, Jończyk-Potoczna K, Przepióra A, Derwich K, Wachowiak J. Anti-leukemic treatment-induced neurotoxicity in long-term survivors of childhood acute lymphoblastic leukemia: impact of reduced central nervous system radiotherapy and intermediate- to high-dose methotrexate. Leuk Lymphoma 2018; 59:2342-2351. [PMID: 29424258 DOI: 10.1080/10428194.2018.1434879] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
The aim of the study was to evaluate the long-term neurodevelopmental consequences of currently applied acute lymphoblastic leukemia (ALL) therapy containing chemotherapy alone or combined with 12 Gy radiotherapy. Seventy-nine children aged 6.3-21.7 years diagnosed with ALL and treated according to ALL IC-BFM 2002 have been studied. The control group consisted of 23 children newly diagnosed with ALL. We assessed subcortical gray matter volume using automatic MRI segmentation and cognitive performance to identify differences between three therapeutic schemes and patients prior to treatment. Irradiated patients had smaller selected subcortical volumes than those treated with chemotherapy alone and than the controls, while the chemotherapy group had similar volumes as the control one. In neurocognitive assessment, irradiated children performed worse in major domains than the control group. There were no significant results for patients after high dose chemotherapy without radiotherapy. There was a significant relationship between full scale IQ together with verbal learning and volumes of hippocampus, amygdala, and pallidum. In all children treated for ALL, both decreased volume of selected subcortical structures and cognitive impairment were observed, especially in children who were irradiated.
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Affiliation(s)
- Olga Zając-Spychała
- a Department of Pediatric Oncology, Hematology and Transplantology , Poznan University of Medical Sciences , Poznan , Poland
| | - Mikolaj Pawlak
- b Department of Neurology and Cerebrovascular Disorders , Poznan University of Medical Sciences , Poznan , Poland
| | | | - Jakub Pilarczyk
- a Department of Pediatric Oncology, Hematology and Transplantology , Poznan University of Medical Sciences , Poznan , Poland
| | | | - Agnieszka Przepióra
- d Department of Pediatric Radiology , Poznan University of Medical Sciences , Poznan , Poland
| | - Katarzyna Derwich
- a Department of Pediatric Oncology, Hematology and Transplantology , Poznan University of Medical Sciences , Poznan , Poland
| | - Jacek Wachowiak
- a Department of Pediatric Oncology, Hematology and Transplantology , Poznan University of Medical Sciences , Poznan , Poland
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Abnormal topological organization in white matter structural networks in survivors of acute lymphoblastic leukaemia with chemotherapy treatment. Oncotarget 2017; 8:60568-60575. [PMID: 28947994 PMCID: PMC5601162 DOI: 10.18632/oncotarget.19104] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2017] [Accepted: 06/16/2017] [Indexed: 11/25/2022] Open
Abstract
Previous diffusion tensor imaging (DTI) studies have detected white matter (WM) integrity abnormalities in some specific fibre bundles in acute lymphoblastic leukaemia (ALL) patients with chemotherapy. However, little is known about the changes in the topological organization of the WM structural network in ALL patients with chemotherapy. In the present study, we acquired DTI datasets from 28 ALL patients (mean age: 40.71 ± 8.58 years, years since diagnosis: 7–38) with chemotherapy and 20 matched healthy controls (mean age: 42.95 ± 6.39 years) and performed WM network analysis using a deterministic fibre-tracking approach. Graph theoretical analysis was used to compare the topological parameters of the WM networks between the two groups. Both ALL patients with chemotherapy and healthy controls had small-worldness in their WM networks. ALL patients showed significantly reduced global network efficiency, as indicated by the abnormally decreased clustering coefficient Cp and the normalized clustering coefficient γ and increased shortest path length Lp compared with healthy controls. Moreover, hubs were located more in parietal regions of healthy controls and in temporal regions in the ALL patients. We revealed the abnormal topological organization of the WM networks of ALL patients with chemotherapy, which may improve our understanding of the neural mechanism of chemotherapy in ALL from a WM topological organization level.
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40
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Lin J, Lv X, Niu M, Liu L, Chen J, Xie F, Zhong M, Qiu S, Li L, Huang R. Radiation-induced abnormal cortical thickness in patients with nasopharyngeal carcinoma after radiotherapy. NEUROIMAGE-CLINICAL 2017; 14:610-621. [PMID: 28348952 PMCID: PMC5357686 DOI: 10.1016/j.nicl.2017.02.025] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/18/2016] [Revised: 02/02/2017] [Accepted: 02/28/2017] [Indexed: 01/08/2023]
Abstract
Conventional MRI studies showed that radiation-induced brain necrosis in patients with nasopharyngeal carcinoma (NPC) in years after radiotherapy (RT) could involve brain gray matter (GM) and impair brain function. However, it is still unclear the radiation-induced brain morphological changes in NPC patients with normal-appearing GM in the early period after RT. In this study, we acquired high-resolution brain structural MRI data from three groups of patients, 22 before radiotherapy (pre-RT) NPC patients with newly diagnosed but not yet medically treated, 22 NPC patients in the early-delayed stage after radiotherapy (post-RT-ED), and 20 NPC patients in the late-delayed stage after radiotherapy (post-RT-LD), and then analyzed the radiation-induced cortical thickness alteration in NPC patients after RT. Using a vertex-wise surface-based morphometry (SBM) approach, we detected significantly decreased cortical thickness in the precentral gyrus (PreCG) in the post-RT-ED group compared to the pre-RT group. And the post-RT-LD group showed significantly increased cortical thickness in widespread brain regions, including the bilateral inferior parietal, left isthmus of the cingulate, left bank of the superior temporal sulcus and left lateral occipital regions, compared to the pre-RT group, and in the bilateral PreCG compared to the post-RT-ED group. Similar analysis with ROI-wise SBM method also found the consistent results. These results indicated that radiation-induced brain injury mainly occurred in the post-RT-LD group and the cortical thickness alterations after RT were dynamic in different periods. Our findings may reflect the pathogenesis of radiation-induced brain injury in NPC patients with normal-appearing GM and an early intervention is necessary for protecting GM during RT.
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Key Words
- 2D-CRT, conventional two-dimensional radiotherapy
- AJCC, American Joint Committee on Cancer
- ANOVA, analysis of variance
- Brain injury
- CMBs, cerebral microbleeds
- CT, cortical thickness
- Cortical thickness
- DMN, default mode network
- FDR, false discovery rate
- FWHM, full width at half maximum
- GLM, general linear model
- GM, gray matter
- ICC, isthmus of the cingulate cortex
- IMRT, intensity-modulated radiation therapy
- IPC, inferior parietal cortex
- KPS, Karnofsky performance status scale
- LOC, lateral occipital cortex
- MTC, middle temporal cortex
- NPC, nasopharyngeal carcinoma
- PoCG, postcentral gyrus
- PreCG, precentral gyrus
- PreCUN, precuneus
- RA, relative alteration
- RT, radiotherapy
- Radiotherapy
- SBM, surface-based morphometry
- STC, superior temporal cortex
- Structural MRI
- Surface-based morphometry
- VBM, voxel-based morphometry
- WM, white matter
- bSTS, bank of the superior temporal sulcus
- cMFC, caudal middle frontal cortex
- post-RT-ED, in the early-delayed stage after radiotherapy
- post-RT-LD, in the late-delayed stage after radiotherapy
- pre-RT, before radiotherapy
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Affiliation(s)
- Jiabao Lin
- Center for the Study of Applied Psychology, Guangdong Key Laboratory of Mental Health and Cognitive Science, School of Psychology, South China Normal University, Guangzhou 510631, PR China
| | - Xiaofei Lv
- Department of Medical Imaging, Collaborative Innovation Centre for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Centre, Guangzhou 510060, PR China
| | - Meiqi Niu
- Center for the Study of Applied Psychology, Guangdong Key Laboratory of Mental Health and Cognitive Science, School of Psychology, South China Normal University, Guangzhou 510631, PR China
| | - Lizhi Liu
- Department of Medical Imaging, Collaborative Innovation Centre for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Centre, Guangzhou 510060, PR China
| | - Jun Chen
- Center for the Study of Applied Psychology, Guangdong Key Laboratory of Mental Health and Cognitive Science, School of Psychology, South China Normal University, Guangzhou 510631, PR China
| | - Fei Xie
- Department of Medical Imaging, Collaborative Innovation Centre for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Centre, Guangzhou 510060, PR China
| | - Miao Zhong
- Center for the Study of Applied Psychology, Guangdong Key Laboratory of Mental Health and Cognitive Science, School of Psychology, South China Normal University, Guangzhou 510631, PR China
| | - Shijun Qiu
- Department of Medical Imaging, The First Affiliated Hospital of Guangzhou University of Chinese Traditional Medicine, Guangzhou 510405, PR China
| | - Li Li
- Department of Medical Imaging, Collaborative Innovation Centre for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Centre, Guangzhou 510060, PR China
| | - Ruiwang Huang
- Center for the Study of Applied Psychology, Guangdong Key Laboratory of Mental Health and Cognitive Science, School of Psychology, South China Normal University, Guangzhou 510631, PR China
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van der Plas E, Schachar RJ, Hitzler J, Crosbie J, Guger SL, Spiegler BJ, Ito S, Nieman BJ. Brain structure, working memory and response inhibition in childhood leukemia survivors. Brain Behav 2017; 7:e00621. [PMID: 28239531 PMCID: PMC5318374 DOI: 10.1002/brb3.621] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Revised: 11/09/2016] [Accepted: 11/11/2016] [Indexed: 11/24/2022] Open
Abstract
INTRODUCTION Survival rates for children with acute lymphoblastic leukemia (ALL) approach 95%. At the same time, there is growing concern that chemotherapy causes alterations in brain development and cognitive abilities. We performed MRI measurements of white and gray matter volume to explore how variation in brain structure may be related to cognitive abilities in ALL survivors and healthy controls. METHODS The sample included 24 male ALL survivors who had completed contemporary treatment 3-11 years prior, and 21 age- and sex-matched controls. Participants were between 8 and 18 years old. Working memory and motor response inhibition were measured with the N-Back and Stop Signal Tasks (SST), respectively. Participants underwent 3T structural MRI to assess white and gray matter volumes overall, lobe-wise, and in cortical and atlas-identified subcortical structures. Mental health was assessed with the Child Behavioral Checklist. RESULTS ALL survivors performed more poorly on measures of working memory and response inhibition than controls. Frontal and parietal white matter, temporal and occipital gray matter volume, and volumes of subcortical white and gray matter structures were significantly reduced in ALL survivors compared with controls. Significant structure-function correlations were observed between working memory performance and volume of the amygdala, thalamus, striatum, and corpus callosum. Response inhibition was correlated with frontal white matter volume. No differences were found in psychopathology. CONCLUSIONS Compared with controls, a reduction in volume across brain regions and tissue types, was detectable in ALL survivors years after completion of therapy. These structural alterations were correlated with neurocognitive performance, particularly in working memory. Confirming these observations in a larger, more representative sample of the population is necessary. Additionally, establishing the time course of these changes-and the treatment, genetic, and environmental factors that influence them-may provide opportunities to identify at-risk patients, inform the design of treatment modifications, and minimize adverse cognitive outcomes.
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Affiliation(s)
- Ellen van der Plas
- Physiology and Experimental Medicine The Hospital for Sick Children Research Institute Toronto ON Canada; Psychiatry Research The Hospital for Sick Children Toronto ON Canada
| | - Russell J Schachar
- Psychiatry Research The Hospital for Sick Children Toronto ON Canada; Department of Psychiatry Faculty of Medicine The University of Toronto Toronto ON Canada
| | - Johann Hitzler
- Department of Pediatrics Faculty of Medicine The University of Toronto Toronto ON Canada; Department of Haematology/Oncology The Hospital for Sick Children Toronto ON Canada
| | - Jennifer Crosbie
- Psychiatry Research The Hospital for Sick Children Toronto ON Canada
| | - Sharon L Guger
- Department of Psychology The Hospital for Sick Children Toronto ON Canada
| | - Brenda J Spiegler
- Department of Pediatrics Faculty of Medicine The University of Toronto Toronto ON Canada; Department of Psychology The Hospital for Sick Children Toronto ON Canada
| | - Shinya Ito
- Physiology and Experimental Medicine The Hospital for Sick Children Research Institute Toronto ON Canada; Clinical Pharmacology and Toxicology The Hospital for Sick Children Toronto ON Canada; Pharmacology and Pharmacy Faculty of Medicine The University of Toronto Toronto ON Canada
| | - Brian J Nieman
- Physiology and Experimental Medicine The Hospital for Sick Children Research Institute Toronto ON Canada; Mouse Imaging Centre (MICe) The Hospital for Sick Children Toronto ON Canada; Ontario Institute for Cancer Research Toronto ON Canada; Department of Medical Biophysics The University of Toronto Toronto ON Canada
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Behavior Rating Inventory of Executive Function Adult Version in Patients with Neurological and Neuropsychiatric Conditions: Symptom Levels and Relationship to Emotional Distress. J Int Neuropsychol Soc 2016; 22:682-94. [PMID: 27126218 DOI: 10.1017/s135561771600031x] [Citation(s) in RCA: 57] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
OBJECTIVES The present study explored the level of self-and informant reported executive functioning in daily living using the Behavior Rating Inventory of Executive Function-Adult Version (BRIEF-A) in a large sample comprising healthy adults and patient cohorts with neurological and neuropsychiatric disorders. The relationship to neuropsychological test performance and self-reported emotional distress was explored, as well as the applicability of U.S. normative data. METHODS Scores on the self- and informant reported BRIEF-A are presented, along with scores on standardized cognitive tests, and on rating scales of self-reported emotional distress in a Norwegian healthy comparison group (n=115), patients with severe traumatic brain injury (n=125), focal frontal lobe damage (n=29), focal cerebellar lesion (n=24), Parkinson's disease (n=42), attention deficit hyperactivity disorder (n=34), type II bipolar disorder (n=21), and borderline personality disorder (n=18). RESULTS Strong associations were observed between the BRIEF-A and emotional distress in both the healthy group and in neurological groups, while no or weak relationships with IQ and performance-based tests of executive function were seen. The relationship between BRIEF-A and emotional distress was weaker in the neuropsychiatric patient groups, despite high symptom load in both domains. Healthy participants tended to have BRIEF-A scores 1/2-3/4 SD below the U.S. normative mean of T score=50. CONCLUSIONS The study demonstrates the need to interpret BRIEF-A results within a broad differential diagnostic context, where measures of psychological distress are included in addition to neuropsychological tests. Uncertainty about the appropriateness of U.S. normative data in non-U.S. countries adds to the need for interpretive caution. (JINS, 2016, 22, 682-694).
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Bailey-Olson M, Cowan M, Dvorak C, Mueller S, Owens A, Wahlstrom J, Horn B. Evaluation of Pre-Hematopoietic Cell Transplantation (HCT) Brain MRI and Neurologic Complications of Pediatric Patients Undergoing HCT for Hematologic Malignancies. J Pediatr Oncol Nurs 2016; 34:65-73. [PMID: 26902499 DOI: 10.1177/1043454216631509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Adverse neurologic complications (NC) occur commonly in pediatric patients with hematologic malignancies both pre- and post-allogeneic hematopoietic cell transplant (HCT). Given this known risk, we previously obtained pre-HCT brain magnetic resonance imaging (MRI) to document baseline abnormalities but utility of this and findings are not well described. This study aimed to ( a) determine the prevalence and risk factors for abnormal brain MRI and ( b) determine prevalence and risk factors for development of new NC during and 2 years post-HCT. Retrospective chart review included 102 patients with hematologic malignancies who underwent allogeneic HCT between 2000 and 2009 at University of California San Francisco (UCSF) Children's Hospital and included standard HCT data, brain MRI reports, and NC and symptoms pre- and post-HCT. Forty-three percent of patients had abnormal findings on pre-MRI, most commonly nonspecific white matter changes. Neurologic symptoms pre-HCT was the only significant risk factor for abnormal MRI. Eleven patients (11%) developed post-HCT NC. Non-Caucasian race was the only significant risk factor for new NC. Although abnormal pre-HCT brain MRI is common, these findings are not predictive of subsequent NC post-HCT. Therefore routine surveillance may not be informative for that purpose, particularly when general anesthesia is required, which can have detrimental neurocognitive effects. Etiology of NC in pediatric HCT is likely multifactorial and may include genetic and ethnic predispositions.
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Affiliation(s)
| | - Morton Cowan
- 1 UCSF Benioff Children's Hospital, San Francisco, CA, USA
| | | | - Sabine Mueller
- 1 UCSF Benioff Children's Hospital, San Francisco, CA, USA
| | - Abigail Owens
- 2 Children's Hospital Philadelphia, Philadelphia, PA, USA
| | | | - Biljana Horn
- 1 UCSF Benioff Children's Hospital, San Francisco, CA, USA
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Kanellopoulos A, Andersson S, Zeller B, Tamnes CK, Fjell AM, Walhovd KB, Westlye LT, Fosså SD, Ruud E. Neurocognitive Outcome in Very Long-Term Survivors of Childhood Acute Lymphoblastic Leukemia After Treatment with Chemotherapy Only. Pediatr Blood Cancer 2016; 63:133-8. [PMID: 26312396 DOI: 10.1002/pbc.25690] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2014] [Accepted: 07/08/2015] [Indexed: 12/21/2022]
Abstract
BACKGROUND There is a concern regarding long-term cognitive late effects after treatment for acute lymphoblastic leukemia (ALL). The present study assessed neuropsychological function in very long-term childhood ALL survivors treated with chemotherapy only. We also investigated associations between neurocognitive performance and individual treatment load. PROCEDURE One-hundred and twelve adult ALL survivors, diagnosed 1970-2002 before age 16 and treated with chemotherapy only, and 100 comparison peers underwent neuropsychological tests covering processing speed, executive functions, working memory, and verbal learning and memory. Individual cumulative doses of cytostatic agents were extracted from the medical records for each patient. RESULTS Mean age at diagnosis for survivors was 6.3 years and mean follow-up time was 22.6 years. There was no difference in general intellectual ability between survivors and comparison peers. However, survivors performed significantly more poorly in the neurocognitive domains' processing speed (P = 0.003, Cohen's d 0.48), executive functions, and working memory (both P < 0.001, Cohen's d 0.81-0.95). Among survivors, the rates of poor neurocognitive performance (>1.5 SD below control mean) for processing speed was 22%, executive functions 31%, working memory 34%, and verbal learning and memory 16%. Comparing survivors with poor versus normal neurocognitive performance, we found no difference with respect to cumulative doses of any of the cytostatic agents, age at diagnosis, or gender. CONCLUSIONS Very long-term survivors of childhood ALL treated exclusively with chemotherapy showed no impairment in general intellectual ability, but significantly poorer performance in several neurocognitive domains than comparison peers. However, no associations emerged between neurocognitive impairment and treatment burden.
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Affiliation(s)
- Adriani Kanellopoulos
- Department of Paediatric Medicine, Women and Children's Division, Oslo University Hospital, Rikshospitalet, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Stein Andersson
- Department of Psychosomatic Medicine, Oslo University Hospital, Oslo, Norway.,Department of Psychology, University of Oslo, Oslo, Norway
| | - Bernward Zeller
- Department of Paediatric Medicine, Women and Children's Division, Oslo University Hospital, Rikshospitalet, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | | | - Anders M Fjell
- Department of Psychology, University of Oslo, Oslo, Norway.,Department of Physical Medicine and Rehabilitation, Unit of Neuropsychology, Oslo University Hospital, Oslo, Norway
| | - Kristine B Walhovd
- Department of Psychology, University of Oslo, Oslo, Norway.,Department of Physical Medicine and Rehabilitation, Unit of Neuropsychology, Oslo University Hospital, Oslo, Norway
| | - Lars T Westlye
- Department of Psychology, University of Oslo, Oslo, Norway.,Norwegian Centre for Mental Disorder Research (NORMENT), KG Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Sophie D Fosså
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,National Resource Centre for Late Effects After Cancer Treatment, Department of Oncology, Oslo University Hospital, Radiumhospitalet, Norway
| | - Ellen Ruud
- Department of Paediatric Medicine, Women and Children's Division, Oslo University Hospital, Rikshospitalet, Norway
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