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Gandy K, Koscik TR, Alexander T, Steinberg JD, Krull KR, van der Plas E. Characterization of brain development with neuroimaging in a female mouse model of chemotherapy treatment of acute lymphoblastic leukemia. Transl Pediatr 2024; 13:408-416. [PMID: 38590373 PMCID: PMC10998997 DOI: 10.21037/tp-23-458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 12/31/2023] [Indexed: 04/10/2024] Open
Abstract
Background Survivors of pediatric acute lymphoblastic leukemia (ALL) exhibit abnormal neurocognitive outcomes that are possibly due to exposures to neurotoxic chemotherapy agents. This study aimed to determine the feasibility of characterizing long-term neuroanatomical changes with in vivo neuroimaging in a preclinical model of treatment for ALL. Methods Female mice (C57BL/6) were randomly assigned to a saline control group (n=10) or a treatment group (n=10) that received intrathecal methotrexate and oral dexamethasone (IT-MTX + DEX). Mice were subsequently scanned three times on a 7T MRI at ages 3, 6, and 12 months (T1, T2, and T3, respectively), which corresponds with human age-equivalents spanning early to late adulthood. Regional brain volumes were automatically segmented, and volume change between timepoints (i.e., T1 to T2; and T2 to T3) were compared between groups (i.e., saline vs. IT-MTX + DEX). Results Five mice in the IT-MTX + DEX group, and seven mice in the saline group completed all three scans. Between T1 and T2, volumetric change was significantly different between groups in total gray matter [estimate =2.06, 95% confidence interval (CI): 0.27-3.84], the cerebrum (estimate =1.62, 95% CI: 0.14-3.09), claustrum (estimate =0.06, 95% CI: 0.02-0.09), amygdala (estimate =0.16, 95% CI: 0.03-0.29), and striatum (estimate =0.18, 95% CI: 0.01-0.35), with the IT-MTX + DEX group exhibiting a more robust increase in volume than the saline-treated group. Between T2 and T3, group differences in structural brain development were evident for total white matter (estimate =-0.14, 95% CI: -0.27 to -0.01), and the corpus callosum (estimate =-0.09, 95% CI: -0.19 to 0.00) and amygdala (estimate =-0.05, 95% CI: -0.10 to 0.00). In contrast to the rapid brain growth observed earlier in development (i.e., T1 to T2), the IT-MTX + DEX group exhibited an attenuated increase in volume relative to the saline-treated group between T2 and T3. Conclusions The results demonstrate feasibility of modeling pediatric ALL treatment in a preclinical model and highlight the potential of using preclinical neuroimaging models to gain insight into brain development throughout survivorship.
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Affiliation(s)
- Kellen Gandy
- Psychology and Biobehavioral Sciences, St. Jude’s Children’s Research Hospital, Memphis, TN, USA
- Department of Humanities and Social Sciences, University of Houston-Downtown, Houston, TX, USA
| | - Timothy R. Koscik
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, AR, USA
- Department of Neurology, Arkansas Children’s Hospital, Little Rock, AR, USA
| | - Tyler Alexander
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Jeffrey D. Steinberg
- Center for In Vivo Imaging and Therapeutics, St. Jude’s Children’s Research Hospital, Memphis, TN, USA
| | - Kevin R. Krull
- Psychology and Biobehavioral Sciences, St. Jude’s Children’s Research Hospital, Memphis, TN, USA
| | - Ellen van der Plas
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, AR, USA
- Department of Hematology/Oncology, Arkansas Children’s Hospital, Little Rock, AR, USA
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Barrett LDG, Ryckman KK, Goedken AM, Steinbach EJ, van der Plas E, Beasley G, Khan RS, Exil V, Axelrod DA, Harshman LA. Subsequent kidney transplant after pediatric heart transplant: Prevalence and risk factors. Am J Transplant 2024:S1600-6135(24)00169-2. [PMID: 38431077 DOI: 10.1016/j.ajt.2024.02.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 02/22/2024] [Accepted: 02/25/2024] [Indexed: 03/05/2024]
Abstract
Pediatric heart failure and transplantation carry associated risks for kidney failure and potential need for kidney transplant following pediatric heart transplantation (KT/pHT). This retrospective, United Network of Organ Sharing study of 10,030 pediatric heart transplants (pHTs) from 1987 to 2020 aimed to determine the incidence of waitlisting for and completion of KT/pHT, risk factors for KT/pHT, and risk factors for nonreceipt of a KT/pHT. Among pHT recipients, 3.4% were waitlisted for KT/pHT (median time of 14 years after pHT). Among those waitlisted, 70% received a KT/pHT, and 18% died on the waitlist at a median time of 0.8 years from KT/pHT waitlisting (median age of 20 years). Moderate-high sensitization at KT/pHT waitlisting (calculated panel reactive antibody, ≥ 20%) was associated with a lower likelihood of KT/pHT (adjusted hazard ratio, 0.67; 95% confidence interval, 0.47-0.95). Waitlisting for heart transplantation simultaneously with kidney transplant (adjusted hazard ratio, 3.73; 95% confidence interval, 2.01-6.92) was associated with increased risk of death on the KT/pHT waitlist. While the prevalence of KT/pHT is low, there is substantial mortality among those waitlisted for KT/pHT. These findings suggest a need to consider novel risk factors for nonreceipt of KT/pHT and death on the waitlist in prioritizing criteria/guidelines for simultaneous heart-kidney transplantation.
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Affiliation(s)
- Lucas D G Barrett
- Medical Scientist Training Program, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA; Department of Epidemiology, University of Iowa College of Public Health, Iowa City, Iowa, USA; University of Iowa Stead Family Children's Hospital, Iowa City, Iowa, USA
| | - Kelli K Ryckman
- Department of Epidemiology, University of Iowa College of Public Health, Iowa City, Iowa, USA; Department of Epidemiology and Biostatistics, Indiana University School of Public Health - Bloomington, Bloomington, Indiana, USA
| | - Amber M Goedken
- University of Iowa College of Pharmacy, Iowa City, Iowa, USA
| | - Emily J Steinbach
- University of Iowa Stead Family Children's Hospital, Iowa City, Iowa, USA
| | - Ellen van der Plas
- Psychiatry Department, University of Iowa Hospitals & Clinics, Iowa City, Iowa, USA; Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA; Department of Hematology/Oncology, Arkansas Children's Hospital, Little Rock, Arkansas, USA
| | - Gary Beasley
- University of Iowa Stead Family Children's Hospital, Iowa City, Iowa, USA
| | - Rabia S Khan
- University of Iowa Stead Family Children's Hospital, Iowa City, Iowa, USA; Division of Pediatric Cardiology, Department of Pediatrics, University of California, Los Angeles Health Sciences, Los Angeles, California, USA
| | - Vernat Exil
- Division of Pediatrics, Cardiology, Saint Louis University, St. Louis, Missouri, USA
| | - David A Axelrod
- Department of Surgery, University of Iowa, Iowa City, Iowa, USA
| | - Lyndsay A Harshman
- University of Iowa Stead Family Children's Hospital, Iowa City, Iowa, USA.
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van der Plas E, Darji H, Srivastava DK, Schapiro M, Jeffe D, Perkins S, Howell R, Leisenring W, Armstrong GT, Oeffinger K, Krull K, Edelstein K, Hayashi RJ. Risk factors for neurocognitive impairment, emotional distress, and poor quality of life in survivors of pediatric rhabdomyosarcoma: A report from the Childhood Cancer Survivor Study. Cancer 2024. [PMID: 38373075 DOI: 10.1002/cncr.35236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 01/11/2024] [Accepted: 01/12/2024] [Indexed: 02/21/2024]
Abstract
BACKGROUND Prevalence and risk of poor psychological outcomes following rhabdomyosarcoma (RMS) are not well-established. METHODS Participants in this cross-sectional, case-control study (n = 713 survivors, 42.5% female; mean [SD] age, 30.5 [6.6] years; n = 706 siblings, 57.2% female; mean age, 32.8,[7.9] years) completed measures of neurocognition, emotional distress, and health-related quality of life (HRQOL). Multivariable logistic regression models identified treatments, health behaviors, and chronic conditions associated with impairment. RESULTS Relative to siblings, more survivors reported neurocognitive impairment (task efficiency: 21.1% vs. 13.7%, emotional regulation: 16.7% vs. 11.0%, memory: 19.3% vs. 15.1%), elevated emotional distress (somatic distress: 12.9% vs. 4.7%, anxiety: 11.7% vs. 5.9%, depression: 22.8% vs. 16.9%) and poorer HRQOL (physical functioning: 11.1% vs. 2.8%, role functioning due to physical problems: 16.8% vs. 8.2%, pain: 17.5% vs. 10.0%, vitality: 22.3% vs. 13.8%, social functioning: 14.4% vs. 6.8%, emotional functioning: 17.1% vs. 10.6%). Cranial radiation increased risk for impaired task efficiency (odds ratio [OR], 2.30; 95% confidence interval [CI], 1.14-4.63), whereas chest and pelvic radiation predicted increased risk of physical functioning (OR, 2.68; 95% CI, 1.16-6.21 and OR, 3.44; 95% CI, 1.70-6.95, respectively). Smoking was associated with impaired task efficiency (OR, 2.06; 95% CI, 1.14-3.70), memory (OR, 2.23; 95% CI, 1.26-3.95), anxiety (OR, 2.71; 95% CI, 1.36-5.41) and depression (OR, 1.77; 95% CI, 1.01-3.11). Neurologic conditions increased risk of anxiety (OR, 2.30; 95% CI, 1.04-5.10), and hearing conditions increased risk of depression (OR, 1.79; 95% CI, 1.05-3.03). Neurologic and hearing conditions, respectively, were associated with impaired memory (OR, 2.44; 95% CI, 1.20-4.95 and OR, 1.87; 95% CI, 1.05-3.35) and poor health perception (OR, 2.62; 95% CI, 1.62-1.28 and OR, 2.33; 95% CI, 1.34-4.06). CONCLUSIONS RMS survivors are at significant risk for poor psychological outcomes. Advancing therapies for local control, smoking cessation, and managing chronic medical conditions may mitigate poor outcomes following RMS.
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Affiliation(s)
- Ellen van der Plas
- Department of Hematology/Oncology, Arkansas Children's Hospital, Little Rock, Arkansas, USA
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Himani Darji
- Quantitative Sciences Unit, Department of Medicine, Stanford University, Stanford, California, USA
- Biostatistics Department, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Deo K Srivastava
- Biostatistics Department, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Melissa Schapiro
- Department of Pediatrics, SSM Health Cardinal Glennon Children's Hospital-St. Louis University, St. Louis, Missouri, USA
| | - Donna Jeffe
- John T. Milliken Department of Medicine, Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA
| | - Stephanie Perkins
- Department of Radiation Oncology, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Rebecca Howell
- Department of Radiation Physics, The MD Anderson Cancer Center, Houston, Texas, USA
| | - Wendy Leisenring
- Clinical Research Division, Fred Hutch Cancer Center, Seattle, Washington, USA
| | - Gregory T Armstrong
- Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Kevin Oeffinger
- Department of Medicine, Duke University, Durham, North Carolina, USA
| | - Kevin Krull
- Psychology and Biobehavioral Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Kim Edelstein
- Department of Supportive Care, Princess Margaret Cancer Center, Toronto, Ontario, Canada
| | - Robert J Hayashi
- Washington University School of Medicine in St. Louis, Department of Pediatrics, St. Louis Childrens Hospital, Siteman Cancer Center, St. Louis, Missouri, USA
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Lullmann O, van der Plas E, Harshman LA. Understanding the impact of pediatric kidney transplantation on cognition: A review of the literature. Pediatr Transplant 2023; 27:e14597. [PMID: 37664967 PMCID: PMC11034761 DOI: 10.1111/petr.14597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 08/15/2023] [Accepted: 08/17/2023] [Indexed: 09/05/2023]
Abstract
BACKGROUND Chronic kidney disease (CKD) is a relatively rare childhood disease that is associated with a wide array of medical comorbidities. Roughly half of all pediatric patients acquire CKD due to congenital anomalies of the kidneys and urinary tract, and of those with congenital disease, 50% will progress to end-stage kidney disease (ESKD) necessitating a kidney transplantation. The medical sequelae of advanced CKD/ESKD improve dramatically following successful kidney transplantation; however, the impact of kidney transplantation on neurocognition in children is less clear. It is generally thought that cognition improves following kidney transplantation; however, our knowledge on this topic is limited by the sparsity of high-quality data in the context of the relative rarity of pediatric CKD/ESKD. METHOD We conducted a narrative review to gauge the scope of the literature, using the PubMed database and the following keywords: cognition, kidney, brain, pediatric, neurocognition, intelligence, executive function, transplant, immunosuppression, and neuroimaging. RESULTS There are few published longitudinal studies, and existing work often includes wide heterogeneity in age at transplant, variable dialysis exposure/duration prior to transplant, and unaccounted cofounders which persist following transplantation, including socio-economic status. Furthermore, the impact of long-term maintenance immunosuppression on the brain and cognitive function of pediatric kidney transplant (KT) recipients remains unknown. CONCLUSION In this educational review, we highlight what is known on the topic of neurocognition and neuroimaging in the pediatric KT population.
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Affiliation(s)
- Olivia Lullmann
- Stead Family Department of Pediatrics, University of Iowa Carver College of Medicine; Iowa City, IA
| | - Ellen van der Plas
- Stead Family Department of Pediatrics, University of Iowa Carver College of Medicine; Iowa City, IA
- Department of Pediatrics, University of Arkansas for Medical Sciences College of Medicine; Little Rock, AR
| | - Lyndsay A. Harshman
- Stead Family Department of Pediatrics, University of Iowa Carver College of Medicine; Iowa City, IA
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Koscik TR, van der Plas E, Long JD, Cross S, Gutmann L, Cumming SA, Monckton DG, Shields RK, Magnotta V, Nopoulos PC. Longitudinal changes in white matter as measured with diffusion tensor imaging in adult-onset myotonic dystrophy type 1. Neuromuscul Disord 2023; 33:660-669. [PMID: 37419717 PMCID: PMC10529200 DOI: 10.1016/j.nmd.2023.05.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Revised: 05/17/2023] [Accepted: 05/31/2023] [Indexed: 07/09/2023]
Abstract
Myotonic dystrophy type 1 is characterized by neuromuscular degeneration. Our objective was to compare change in white matter microstructure (fractional anisotropy, radial and axial diffusivity), and functional/clinical measures. Participants underwent yearly neuroimaging and neurocognitive assessments over three-years. Assessments encompassed full-scale intelligence, memory, language, visuospatial skills, attention, processing speed, and executive function, as well as clinical symptoms of muscle/motor function, apathy, and hypersomnolence. Mixed effects models were used to examine differences. 69 healthy adults (66.2% women) and 41 DM1 patients (70.7% women) provided 156 and 90 observations, respectively. There was a group by elapsed time interaction for cerebral white matter, where DM1 patients exhibited declines in white matter (all p<0.05). Likewise, DM1 patients either declined (motor), improved more slowly (intelligence), or remained stable (executive function) for functional outcomes. White matter was associated with functional performance; intelligence was predicted by axial (r = 0.832; p<0.01) and radial diffusivity (r = 0.291, p<0.05), and executive function was associated with anisotropy (r = 0.416, p<0.001), and diffusivity (axial: r = 0.237, p = 0.05 and radial: r = 0.300, p<0.05). Indices of white matter health are sensitive to progression in DM1. These results are important for clinical trial design, which utilize short intervals to establish treatment efficacy.
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Affiliation(s)
- Timothy R Koscik
- Arkansas Children's Research Institute, University of Arkansas for Medical Sciences, 13 Children's Way, Little Rock, AR 72202-3591, USA
| | - Ellen van der Plas
- Arkansas Children's Research Institute, University of Arkansas for Medical Sciences, 13 Children's Way, Little Rock, AR 72202-3591, USA
| | - Jeffrey D Long
- Department of Psychiatry, Carver College of Medicine, University of Iowa, 200 Hawkins Drive, Iowa City, IA 52242, USA; Department of Biostatistics, College of Public Health, University of Iowa, 200 Hawkins Drive, Iowa City, IA 52242, USA
| | - Stephen Cross
- Arkansas Children's Research Institute, University of Arkansas for Medical Sciences, 13 Children's Way, Little Rock, AR 72202-3591, USA
| | - Laurie Gutmann
- Department of Neurology, School of Medicine, Indiana University, 362W 15th St, Indianapolis, IN 46202, USA
| | - Sarah A Cumming
- Institute of Molecular, Cell and Systems Biology, University of Glasgow, Glasgow G12 8QQ, UK
| | - Darren G Monckton
- Institute of Molecular, Cell and Systems Biology, University of Glasgow, Glasgow G12 8QQ, UK
| | - Richard K Shields
- Department of Radiology, Carver College of Medicine, University of Iowa, 200 Hawkins Drive, Iowa City, IA 52242, USA
| | - Vincent Magnotta
- Department of Physical Therapy and Rehabilitation Science, Carver College of Medicine, University of Iowa, 200 Hawkins Drive, Iowa City, IA 52242, USA
| | - Peggy C Nopoulos
- Department of Psychiatry, Carver College of Medicine, University of Iowa, 200 Hawkins Drive, Iowa City, IA 52242, USA; Department of Neurology, School of Medicine, Indiana University, 362W 15th St, Indianapolis, IN 46202, USA; Department of Pediatrics, Carver College of Medicine, University of Iowa, 200 Hawkins Drive, Iowa City, IA 52242, USA.
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Zhang L, Guo Z, Zhang H, van der Plas E, Koscik TR, Nopoulos PC, Sonka M. Assisted annotation in Deep LOGISMOS: Simultaneous multi-compartment 3D MRI segmentation of calf muscles. Med Phys 2023; 50:4916-4929. [PMID: 36750977 PMCID: PMC10515733 DOI: 10.1002/mp.16284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 01/03/2023] [Accepted: 01/15/2023] [Indexed: 02/09/2023] Open
Abstract
BACKGROUND Automated segmentation of individual calf muscle compartments in 3D MR images is gaining importance in diagnosing muscle disease, monitoring its progression, and prediction of the disease course. Although deep convolutional neural networks have ushered in a revolution in medical image segmentation, achieving clinically acceptable results is a challenging task and the availability of sufficiently large annotated datasets still limits their applicability. PURPOSE In this paper, we present a novel approach combing deep learning and graph optimization in the paradigm of assisted annotation for solving general segmentation problems in 3D, 4D, and generally n-D with limited annotation cost. METHODS Deep LOGISMOS combines deep-learning-based pre-segmentation of objects of interest provided by our convolutional neural network, FilterNet+, and our 3D multi-objects LOGISMOS framework (layered optimal graph image segmentation of multiple objects and surfaces) that uses newly designed trainable machine-learned cost functions. In the paradigm of assisted annotation, multi-object JEI for efficient editing of automated Deep LOGISMOS segmentation was employed to form a new larger training set with significant decrease of manual tracing effort. RESULTS We have evaluated our method on 350 lower leg (left/right) T1-weighted MR images from 93 subjects (47 healthy, 46 patients with muscular morbidity) by fourfold cross-validation. Compared with the fully manual annotation approach, the annotation cost with assisted annotation is reduced by 95%, from 8 h to 25 min in this study. The experimental results showed average Dice similarity coefficient (DSC) of96.56 ± 0.26 % $96.56\pm 0.26 \%$ and average absolute surface positioning error of 0.63 pixels (0.44 mm) for the five 3D muscle compartments for each leg. These results significantly improve our previously reported method and outperform the state-of-the-art nnUNet method. CONCLUSIONS Our proposed approach can not only dramatically reduce the expert's annotation efforts but also significantly improve the segmentation performance compared to the state-of-the-art nnUNet method. The notable performance improvements suggest the clinical-use potential of our new fully automated simultaneous segmentation of calf muscle compartments.
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Affiliation(s)
- Lichun Zhang
- Iowa Institute for Biomedical Imaging, The University of Iowa, Iowa City, IA 52242, USA
| | - Zhihui Guo
- Iowa Institute for Biomedical Imaging, The University of Iowa, Iowa City, IA 52242, USA
| | - Honghai Zhang
- Iowa Institute for Biomedical Imaging, The University of Iowa, Iowa City, IA 52242, USA
| | - Ellen van der Plas
- The Dept. of Psychiatry, The University of Iowa, Iowa City, IA 52242, USA
| | - Timothy R. Koscik
- The Dept. of Psychiatry, The University of Iowa, Iowa City, IA 52242, USA
| | - Peggy C. Nopoulos
- The Dept. of Psychiatry, The University of Iowa, Iowa City, IA 52242, USA
| | - Milan Sonka
- Iowa Institute for Biomedical Imaging, The University of Iowa, Iowa City, IA 52242, USA
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Gandy K, Sapkota Y, Scoggins MA, Jacola LM, Koscik TR, Hudson MM, Pui CH, Krull KR, van der Plas E. Genetic Variants, Neurocognitive Outcomes, and Functional Neuroimaging in Survivors of Childhood Acute Lymphoblastic Leukemia. JNCI Cancer Spectr 2023:7191779. [PMID: 37285328 DOI: 10.1093/jncics/pkad039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 05/11/2023] [Accepted: 05/24/2023] [Indexed: 06/09/2023] Open
Abstract
BACKGROUND Genetic predispositions may modulate risk for developing neurocognitive late effects in childhood acute lymphoblastic leukemia (ALL) survivors. METHODS Long-term ALL survivors (n = 212; 14.3[4.77] years, mean[SD]; 49% female) treated with chemotherapy completed neurocognitive testing and task-based functional neuroimaging (fMRI). Based on previous work from our team, genetic variants related to the folate pathway, glucocorticoid regulation, drug metabolism, oxidative stress, and attention were included as predictors of neurocognitive performance, using multivariable models adjusted for age, race, and sex. Subsequent analyses evaluated the impact of these variants on task-based fMRI. Statistical tests were two-sided. RESULTS Survivors exhibited higher rates of impaired attention(20.8%), motor skills(42.2%), visuo-spatial memory(49.3-58.3%), processing speed(20.1%), and executive function(24.3-26.1%) relative to population norms (10%; p's < 0.001). Genetic variants implicated in attention deficit phenotypes predicted impaired attention span (synaptosome associated protein 25 [SNAP25rs3746544], F(2,172)=4.07, p = 0.019) and motor skills (monoamine oxidase A, [MAOArs1137070], F(2,125)=5.25, p = 0.007). Visuo-spatial memory and processing speed varied as a function of genetic variants in the folate pathway (methylenetetrahydrofolate reductase [MTHFRrs1801133], F(2,165)=3.48, p = 0.033; methylenetetrahydrofolate dehydrogenase 1 [MTHFD1rs2236225], F(2,135)=3.8, p = 0.025; respectively). Executive function performance was modulated by genetic variants in the folate pathway (MTHFD1rs2236225, F(2,158)=3.95, p = 0.021; MTHFD1rs1950902, F(2,154)=5.55, p = 0.005) and glucocorticoid regulation (vitamin D receptor [VDRrs154410], F(2,158)=3.29, p = 0.039; FKBP prolyl isomerase 5 [FKBP5rs1360780], F(2,154)=5.6, p = 0.005). Additionally, MTHFD1rs2236225 and FKBP5rs1360780 were associated with altered brain function during attention and working memory (p < 0.05; FWE corrected). CONCLUSION Results extend previous findings of genetic risk of neurocognitive impairment following ALL therapy and highlight the importance of examining genetic modulators in relation to neurocognitive deficits.
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Affiliation(s)
- Kellen Gandy
- Departments of Epidemiology and Cancer Control, St. Jude's Children's Research Hospital, Memphis, TN, USA
| | - Yadav Sapkota
- Departments of Epidemiology and Cancer Control, St. Jude's Children's Research Hospital, Memphis, TN, USA
| | - Matthew A Scoggins
- Diagnostic Imaging, St. Jude's Children's Research Hospital, Memphis, TN, USA
| | - Lisa M Jacola
- Psychology and Biobehavioral Sciences, St. Jude's Children's Research Hospital, Memphis, TN, USA
| | - Timothy R Koscik
- Department of Pediatrics, Arkansas Children's Hospital, Little Rock Arkansas, USA
| | - Melissa M Hudson
- Departments of Epidemiology and Cancer Control, St. Jude's Children's Research Hospital, Memphis, TN, USA
- Department of Oncology; St. Jude's Children's Research Hospital, Memphis, TN, USA
| | - Ching-Hon Pui
- Department of Oncology; St. Jude's Children's Research Hospital, Memphis, TN, USA
| | - Kevin R Krull
- Departments of Epidemiology and Cancer Control, St. Jude's Children's Research Hospital, Memphis, TN, USA
- Psychology and Biobehavioral Sciences, St. Jude's Children's Research Hospital, Memphis, TN, USA
| | - Ellen van der Plas
- Department of Pediatrics, Arkansas Children's Hospital, Little Rock Arkansas, USA
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Lullmann O, Conrad AL, Steinbach EJ, Wilgenbusch T, Harshman LA, van der Plas E. Neurocognitive deficits may not resolve following pediatric kidney transplantation. Pediatr Transplant 2023; 27:e14505. [PMID: 36932049 PMCID: PMC11001201 DOI: 10.1111/petr.14505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 02/15/2023] [Accepted: 02/24/2023] [Indexed: 03/19/2023]
Abstract
BACKGROUND Pediatric chronic kidney disease (CKD) patients are at risk for cognitive deficits with worsening disease progression. Limited, existing cross-sectional studies suggest that cognitive deficits may improve following kidney transplantation. We sought to assess cognitive performance in relationship to kidney transplantation and kidney-specific medical variables in a sample of pediatric kidney transplant patients who provided cross-sectional and longitudinal observations. METHODS A retrospective chart review was conducted in patients who completed pre- and/or post-transplant neurocognitive testing at the University of Iowa from 2015-2021. Cognitive outcomes were investigated with developmentally appropriate, standardized measures. Mixed linear models estimated the impact of transplant status on cognitive function (z-scores). Subsequent post-hoc t-tests on change scores were limited to patients who had provided pre- and post-transplant assessments. RESULTS Thirty eight patients underwent cognitive assessments: 10 had both pre- and post-transplant cognitive assessments, 11 had pre-transplant assessments only, and 17 had post-transplant data only. Post-transplant status was associated with significantly lower full-scale IQ and slower processing speed compared to pre-transplant status (estimate = -0.32, 95% confidence interval [CI] = -0.52: -0.12; estimate = -0.86, CI = -1.17: -0.55, respectively). Post-hoc analyses confirmed results from the mixed models (FSIQ change score = -0.34, 95% CI = -0.56: -0.12; processing speed change score = -0.98, CI = -1.28: -0.68). Finally, being ≥80 months old at transplant was associated with substantially lower FSIQ compared to being <80 months (estimate = -1.25, 95% CI = -1.94: -0.56). CONCLUSIONS Our results highlight the importance of monitoring cognitive function following pediatric kidney transplant and identify older transplant age as a risk factor for cognitive deficits.
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Affiliation(s)
- Olivia Lullmann
- Stead Family Department of Pediatrics, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Amy L Conrad
- Stead Family Department of Pediatrics, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Emily J Steinbach
- Stead Family Department of Pediatrics, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Tammy Wilgenbusch
- Stead Family Department of Pediatrics, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Lyndsay A Harshman
- Stead Family Department of Pediatrics, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Ellen van der Plas
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
- Department of Pediatrics, University of Arkansas for Medical Sciences College of Medicine, Little Rock, Arkansas, USA
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9
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Cheung YT, Charalambous A, Grootenhuis M, van der Plas E. Editorial: Psychosocial aspects of adolescents and young adults with cancer. Front Psychol 2023; 14:1126571. [PMID: 36760437 PMCID: PMC9903046 DOI: 10.3389/fpsyg.2023.1126571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Accepted: 01/11/2023] [Indexed: 01/26/2023] Open
Affiliation(s)
- Yin Ting Cheung
- School of Pharmacy, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China,*Correspondence: Yin Ting Cheung ✉
| | - Andreas Charalambous
- Department of Nursing, Cyprus University of Technology, Limassol, Cyprus,Department of Nursing, University of Turku, Turku, Finland
| | | | - Ellen van der Plas
- Arkansas Children's Research Institute (ACRI), Little Rock, AR, United States,Ellen van der Plas ✉
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Schultz JL, Langbehn DR, Al-Kaylani HM, van der Plas E, Koscik TR, Epping EA, Espe-Pfeifer PB, Martin EP, Moser DJ, Magnotta VA, Nopoulos PC. Longitudinal Clinical and Biological Characteristics in Juvenile-Onset Huntington's Disease. Mov Disord 2023; 38:113-122. [PMID: 36318082 PMCID: PMC9851979 DOI: 10.1002/mds.29251] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 08/26/2022] [Accepted: 09/29/2022] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND Juvenile-onset Huntington's disease (JOHD) is a rare form of Huntington's disease (HD) characterized by symptom onset before the age of 21 years. Observational data in this cohort is lacking. OBJECTIVES Quantify measures of disease progression for use in clinical trials of patients with JOHD. METHODS Participants who received a motor diagnosis of HD before the age of 21 were included in the Kids-JOHD study. The comparator group consisted of children and young adults who were at-risk for inheriting the genetic mutation that causes HD, but who were found to have a CAG repeat in the non-expanded range (gene non-expanded [GNE]). RESULTS Data were obtained between March 17, 2006, and February 13, 2020. There were 26 JOHD participants and 78 GNE participants who were comparable on age (16.03 vs. 14.43, respectively) and sex (53.8% female vs. 57.7% female, respectively). The mean annualized decrease in striatal volume in the JOHD group was -3.99% compared to -0.06% in the GNE (mean difference [MD], -3.93%; 95% confidence intervals [CI], [-4.98 to -2.80], FDR < 0.0001). The mean increase in the Unified Huntington's Disease Rating Scale Total Motor Score per year in the JOHD group was 7.29 points compared to a mean decrease of -0.21 point in the GNE (MD, 7.5; 95% CI, [5.71-9.28], FDR < 0·0001). CONCLUSIONS These findings demonstrate that structural brain imaging and clinical measures in JOHD may be potential biomarkers of disease progression for use in clinical trials. Collaborative efforts are required to validate these results in a larger cohort of patients with JOHD. © 2022 International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Jordan L. Schultz
- Carver College of Medicine at the University of Iowa, Department of Psychiatry, 200 Hawkins Drive, Iowa City, IA
- Carver College of Medicine at the University of Iowa, Department of Neurology, 200 Hawkins Drive, Iowa City, IA
- University of Iowa College of Pharmacy, Division of Pharmacy Practice and Sciences, 200 Hawkins Drive, Iowa City, IA
| | - Douglas R. Langbehn
- Carver College of Medicine at the University of Iowa, Department of Psychiatry, 200 Hawkins Drive, Iowa City, IA
| | - Hend M. Al-Kaylani
- Carver College of Medicine at the University of Iowa, Department of Psychiatry, 200 Hawkins Drive, Iowa City, IA
| | - Ellen van der Plas
- Carver College of Medicine at the University of Iowa, Department of Psychiatry, 200 Hawkins Drive, Iowa City, IA
| | - Timothy R. Koscik
- Carver College of Medicine at the University of Iowa, Department of Psychiatry, 200 Hawkins Drive, Iowa City, IA
| | - Eric A. Epping
- Carver College of Medicine at the University of Iowa, Department of Psychiatry, 200 Hawkins Drive, Iowa City, IA
| | - Patricia B. Espe-Pfeifer
- Carver College of Medicine at the University of Iowa, Department of Psychiatry, 200 Hawkins Drive, Iowa City, IA
| | - Erin P. Martin
- Carver College of Medicine at the University of Iowa, Department of Psychiatry, 200 Hawkins Drive, Iowa City, IA
| | - David J. Moser
- Carver College of Medicine at the University of Iowa, Department of Psychiatry, 200 Hawkins Drive, Iowa City, IA
| | - Vincent A. Magnotta
- Carver College of Medicine at the University of Iowa, Department of Psychiatry, 200 Hawkins Drive, Iowa City, IA
- Carver College of Medicine at the University of Iowa, Department of Radiology, 200 Hawkins Drive, Iowa City, IA
| | - Peggy C. Nopoulos
- Carver College of Medicine at the University of Iowa, Department of Psychiatry, 200 Hawkins Drive, Iowa City, IA
- Carver College of Medicine at the University of Iowa, Department of Neurology, 200 Hawkins Drive, Iowa City, IA
- Stead Family Children’s Hospital at the University of Iowa, 200 Hawkins Drive, Iowa City, IA
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11
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Schultz JL, Epping EA, van der Plas E, Magnotta VA, Nopoulos PC. Striatal Development in Early-Onset Huntington's Disease. Mov Disord 2022; 37:2459-2460. [PMID: 36177602 PMCID: PMC9878993 DOI: 10.1002/mds.29227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 07/17/2022] [Accepted: 08/29/2022] [Indexed: 01/29/2023] Open
Affiliation(s)
- Jordan L. Schultz
- Carver College of Medicine at the University of Iowa, Department of Psychiatry, 200 Hawkins Drive, Iowa City, IA
- Carver College of Medicine at the University of Iowa, Department of Neurology, 200 Hawkins Drive, Iowa City, IA
| | - Eric A. Epping
- Carver College of Medicine at the University of Iowa, Department of Psychiatry, 200 Hawkins Drive, Iowa City, IA
| | - Ellen van der Plas
- Carver College of Medicine at the University of Iowa, Department of Psychiatry, 200 Hawkins Drive, Iowa City, IA
| | - Vincent A. Magnotta
- Carver College of Medicine at the University of Iowa, Department of Psychiatry, 200 Hawkins Drive, Iowa City, IA
- Carver College of Medicine at the University of Iowa, Department of Radiology, 200 Hawkins Drive, Iowa City, IA
| | - Peggy C. Nopoulos
- Carver College of Medicine at the University of Iowa, Department of Psychiatry, 200 Hawkins Drive, Iowa City, IA
- Carver College of Medicine at the University of Iowa, Department of Neurology, 200 Hawkins Drive, Iowa City, IA
- Stead Family Children’s Hospital at the University of Iowa, 200 Hawkins Drive, Iowa City, IA
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12
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Reasoner EE, van der Plas E, Al-Kaylani HM, Langbehn DR, Conrad AL, Schultz JL, Epping EA, Magnotta VA, Nopoulos PC. Behavioral features in child and adolescent huntingtin gene-mutation carriers. Brain Behav 2022; 12:e2630. [PMID: 35604958 PMCID: PMC9304841 DOI: 10.1002/brb3.2630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 03/11/2022] [Accepted: 05/03/2022] [Indexed: 02/03/2023] Open
Abstract
INTRODUCTION We compared neuropsychiatric symptoms between child and adolescent huntingtin gene-mutation carriers and noncarriers. Given previous evidence of atypical striatal development in carriers, we also assessed the relationship between neuropsychiatric traits and striatal development. METHODS Participants between 6 and 18 years old were recruited from families affected by Huntington's disease and tested for the huntingtin gene expansion. Neuropsychiatric traits were assessed using the Pediatric Behavior Scale and the Behavior Rating Inventory of Executive Function. Striatal volumes were extracted from 3T neuro-anatomical images. Multivariable linear regression models were conducted to evaluate the impact of group (i.e., gene nonexpanded [GNE] or gene expanded [GE]), age, and trajectory of striatal growth on neuropsychiatric symptoms. RESULTS There were no group differences in any behavioral measure with the exception of depression/anxiety score, which was higher in the GNE group compared to the GE group (estimate = 4.58, t(129) = 2.52, FDR = 0.051). The growth trajectory of striatal volume predicted depression scores (estimate = 0.429, 95% CI 0.15:0.71, p = .0029), where a negative slope of striatal volume over time was associated with lower depression/anxiety. CONCLUSIONS The current findings show that GE children may have lower depression/anxiety compared to their peers. Previously, we observed a unique pattern of early striatal hypertrophy and continued decrement in volume over time among GE children and adolescents. In contrast, GNE individuals largely show striatal volume growth. These findings suggest that the lower scores of depression and anxiety seen in GE children and adolescents may be associated with differential growth of the striatum.
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Affiliation(s)
- Erin E Reasoner
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA
| | - Ellen van der Plas
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA
| | - Hend M Al-Kaylani
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA
| | - Douglas R Langbehn
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA
| | - Amy L Conrad
- Stead Family Children's Hospital at the University of Iowa, Iowa City, Iowa, USA
| | - Jordan L Schultz
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA
| | - Eric A Epping
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA
| | - Vincent A Magnotta
- Department of Radiology, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA
| | - Peggy C Nopoulos
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA.,Stead Family Children's Hospital at the University of Iowa, Iowa City, Iowa, USA.,Department of Neurology, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA
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13
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Byrne LM, Schultz JL, Rodrigues FB, van der Plas E, Langbehn D, Nopoulos PC, Wild EJ. Neurofilament Light Protein as a Potential Blood Biomarker for Huntington's Disease in Children. Mov Disord 2022; 37:1526-1531. [PMID: 35437792 PMCID: PMC9308659 DOI: 10.1002/mds.29027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 03/07/2022] [Accepted: 03/21/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Juvenile-onset Huntington's disease (JOHD) is a rare and particularly devastating form of Huntington's disease (HD) for which clinical diagnosis is challenging and robust outcome measures are lacking. Neurofilament light protein (NfL) in plasma has emerged as a prognostic biomarker for adult-onset HD. METHODS We performed a retrospective analysis of samples and data collected between 2009 and 2020 from the Kids-HD and Kids-JHD studies. Plasma samples from children and young adults with JOHD, premanifest HD (preHD) mutation carriers, and age-matched controls were used to quantify plasma NfL concentrations using ultrasensitive immunoassay. RESULTS We report elevated plasma NfL concentrations in JOHD and premanifest HD mutation-carrying children. In pediatric HD mutation carriers who were within 20 years of their predicted onset and patients with JOHD, plasma NfL level was associated with caudate and putamen volumes. CONCLUSIONS Quantifying plasma NfL concentration may assist clinical diagnosis and therapeutic trial design in the pediatric population. © 2022 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson Movement Disorder Society.
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Affiliation(s)
- Lauren M. Byrne
- Huntington's Disease Centre, UCL Queen Square Institute of NeurologyUniversity College LondonLondonUnited Kingdom
| | - Jordan L. Schultz
- Department of PsychiatryCarver College of Medicine at the University of IowaIowa CityIowaUSA
- Department of NeurologyCarver College of Medicine at the University of IowaIowa CityIowaUSA
| | - Filipe B. Rodrigues
- Huntington's Disease Centre, UCL Queen Square Institute of NeurologyUniversity College LondonLondonUnited Kingdom
| | - Ellen van der Plas
- Department of PsychiatryCarver College of Medicine at the University of IowaIowa CityIowaUSA
| | - Douglas Langbehn
- Department of PsychiatryCarver College of Medicine at the University of IowaIowa CityIowaUSA
| | - Peggy C. Nopoulos
- Department of PsychiatryCarver College of Medicine at the University of IowaIowa CityIowaUSA
- Department of NeurologyCarver College of Medicine at the University of IowaIowa CityIowaUSA
| | - Edward J. Wild
- Huntington's Disease Centre, UCL Queen Square Institute of NeurologyUniversity College LondonLondonUnited Kingdom
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14
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Al-Kaylani HM, Loeffler BT, Mott SL, Curry M, Phadke S, van der Plas E. Characterizing Early Changes in Quality of Life in Young Women With Breast Cancer. Front Psychol 2022; 13:871194. [PMID: 35645920 PMCID: PMC9132041 DOI: 10.3389/fpsyg.2022.871194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Accepted: 03/22/2022] [Indexed: 11/13/2022] Open
Abstract
Introduction Younger age at diagnosis is a risk factor for poor health-related quality of life (HRQOL) in long-term breast cancer survivors. However, few studies have specifically addressed HRQOL in young adults with breast cancer (i.e., diagnosed prior to age 40), nor have early changes in HRQOL been fully characterized. Methods Eligible female patients with breast cancer were identified through our local cancer center. To establish HRQOL, patients completed the Functional Assessment of Cancer Therapy-Breast (FACT-B) around diagnosis and 12 months later. Sociodemographic factors, genetic susceptibility to cancer, tumor- and treatment-related factors, and comorbidities (e.g., depression/anxiety) were abstracted from medical records and the local oncology registry. Mixed-effects models were used to identify changes in FACT-B scores during the first year of treatment and to determine whether any demographic/treatment-related factors modulated changes in scores. Results Health-related quality of life in young patients with breast cancer was within normal limits at baseline, with a FACT-B overall well-being score of 108.5 (95% confidence limits [CI] = 103.7, 113.3). Participants reported slight improvements over a 12-month period: FACT-B overall well-being scores increased 6.6 points (95% CI = 2.1, 11.1, p < 0.01), functional well-being improved 3.0 points (95% CI = 2.0, 4.1, p < 0.01), emotional well-being improved 1.9 points (95% CI = 0.9, 2.8, p < 0.01), and physical well-being improved 1.5 points (95% CI = 0.2, 2.8, p = 0.03), on average. Participants with anxiety/depression at baseline reported greater improvements in FACT-B overall well-being (change: 12.9, 95% CI = 6.4, 9.5) and functional well-being (change: 5.2, 95% CI = 3.5, 6.9) than participants who did not have anxiety/depression at baseline (change in FACT-B overall well-being: 4.9, 95% CI = 0.2, 9.7; change in functional well-being: 2.3, 95% CI = 1.1, 3.4). Marital status, reconstructive surgery, and baseline clinical staging were also significantly associated with changes in aspects of HRQOL, although their impact on change was relatively minimal. Conclusion Young women with breast cancer do not report HRQOL concerns during the first year of treatment. Improvements in HRQOL during the first year of treatment may be attributable to a sense of relief that the cancer is being treated, which, in the short run, may outweigh the negative late effects of treatment.
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Affiliation(s)
- Hend M Al-Kaylani
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA, United States
| | - Bradley T Loeffler
- Holden Comprehensive Cancer Center, University of Iowa Hospital and Clinics, Iowa City, IA, United States
| | - Sarah L Mott
- Holden Comprehensive Cancer Center, University of Iowa Hospital and Clinics, Iowa City, IA, United States
| | - Melissa Curry
- Holden Comprehensive Cancer Center, University of Iowa Hospital and Clinics, Iowa City, IA, United States
| | - Sneha Phadke
- Division of Hematology, Oncology, and Blood and Marrow Transplantation, Department of Internal Medicine, Carver College of Medicine, University of Iowa, Iowa City, IA, United States
| | - Ellen van der Plas
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA, United States
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Hamilton MJ, Atalaia A, McLean J, Cumming SA, Evans JJ, Ballantyne B, Jampana R, The Scottish Myotonic Dystrophy Consortium, Longman C, Livingston E, van der Plas E, Koscik T, Nopoulos P, Farrugia ME, Monckton DG. Clinical and neuroradiological correlates of sleep in myotonic dystrophy type 1. Neuromuscul Disord 2022; 32:377-389. [PMID: 35361525 DOI: 10.1016/j.nmd.2022.02.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Revised: 01/15/2022] [Accepted: 02/09/2022] [Indexed: 10/19/2022]
Abstract
Abnormalities of sleep are common in myotonic dystrophy type 1 (DM1), but few previous studies have combined polysomnography with detailed clinical measures and brain imaging. In the present study, domiciliary polysomnography, symptom questionnaires and cognitive evaluation were undertaken in 39 DM1-affected individuals. Structural brain MRI was completed in those without contra-indication (n = 32). Polysomnograms were adequate for analysis in 36 participants. Sleep efficiency was reduced, and sleep architecture altered in keeping with previous studies. Twenty participants (56%) had moderate or severe sleep-disordered breathing (apnoea-hypopnoea index [AHI] ≥ 15). In linear modelling, apnoeas were positively associated with increasing age and male sex. AHI ≥ 15 was further associated with greater daytime pCO2 and self-reported physical impairment, somnolence and fatigue. Percentage REM sleep was inversely associated with cerebral grey matter volume, stage 1 sleep was positively associated with occipital lobe volume and stage 2 sleep with amygdala volume. Hippocampus volume was positively correlated with self-reported fatigue and somnolence. Linear relationships were also observed between measures of sleep architecture and cognitive performance. Findings broadly support the hypothesis that changes in sleep architecture and excessive somnolence in DM1 reflect the primary disease process in the central nervous system.
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Affiliation(s)
- Mark J Hamilton
- West of Scotland Clinical Genetics Service, Queen Elizabeth University Hospital, Glasgow G51 4TF, UK; Institute of Molecular, Cell and Systems Biology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8QQ, UK.
| | - Antonio Atalaia
- Sorbonne Université, Inserm, Center of Research in Myology, UMRS 974, Institut de Myologie, G.H . Pitié-Salpêtrière, Paris, France
| | - John McLean
- Department of Neuroradiology, Institute of Neurological Sciences, Queen Elizabeth University Hospital, Glasgow G51 4TF, UK
| | - Sarah A Cumming
- Institute of Molecular, Cell and Systems Biology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8QQ, UK
| | - Jonathan J Evans
- Institute of Health and Wellbeing, University of Glasgow, Gartnavel Royal Hospital, Glasgow, UK G12 0XH
| | - Bob Ballantyne
- West of Scotland Clinical Genetics Service, Queen Elizabeth University Hospital, Glasgow G51 4TF, UK
| | - Ravi Jampana
- Department of Neuroradiology, Institute of Neurological Sciences, Queen Elizabeth University Hospital, Glasgow G51 4TF, UK
| | | | - Cheryl Longman
- West of Scotland Clinical Genetics Service, Queen Elizabeth University Hospital, Glasgow G51 4TF, UK
| | - Eric Livingston
- Department of Respiratory Medicine, Glasgow Royal Infirmary, Glasgow G4 0SF, UK
| | - Ellen van der Plas
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA, USA
| | - Timothy Koscik
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA, USA
| | - Peggy Nopoulos
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA, USA
| | - Maria Elena Farrugia
- Department of Neurology, Institute of Neurological Sciences, Queen Elizabeth University Hospital, Glasgow G51 4TF, UK
| | - Darren G Monckton
- Institute of Molecular, Cell and Systems Biology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8QQ, UK
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16
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Gandy K, Scoggins MA, Phillips N, van der Plas E, Fellah S, Jacola LM, Pui CH, Hudson MM, Reddick WE, Sitaram R, Krull KR. Sex-Based Differences in Functional Brain Activity during Working Memory in Survivors of Pediatric Acute Lymphoblastic Leukemia. JNCI Cancer Spectr 2022; 6:6566331. [PMID: 35603857 PMCID: PMC9041337 DOI: 10.1093/jncics/pkac026] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 01/31/2022] [Accepted: 02/24/2022] [Indexed: 11/22/2022] Open
Abstract
Background Long-term survivors of pediatric acute lymphoblastic leukemia are at elevated risk for neurocognitive deficits and corresponding brain dysfunction. This study examined sex-based differences in functional neuroimaging outcomes in acute lymphoblastic leukemia survivors treated with chemotherapy alone. Methods Functional magnetic resonance imaging (fMRI) and neurocognitive testing were obtained in 123 survivors (46% male; median [min-max] age = 14.2 years [8.3-26.5 years]; time since diagnosis = 7.7 years [5.1-12.5 years]) treated on the St. Jude Total XV treatment protocol. Participants performed the n-back working memory task in a 3 T scanner. Functional neuroimaging data were processed (realigned, slice time corrected, normalized, smoothed) and analyzed using statistical parametric mapping with contrasts for 1-back and 2-back conditions, which reflect varying degrees of working memory and task load. Group-level fMRI contrasts were stratified by sex and adjusted for age and methotrexate exposure. Statistical tests were 2-sided (P < .05 statistical significance threshold). Results Relative to males, female survivors exhibited less activation (ie, reduced blood oxygen dependent–level signals) in the right parietal operculum, supramarginal gyrus and inferior occipital gyrus, and bilateral superior frontal medial gyrus during increased working memory load (family-wise error–corrected P = .004 to .008, adjusting for age and methotrexate dose). Female survivors were slower to correctly respond to the 2-back condition than males (P < .05), though there were no differences in overall accuracy. Performance accuracy was negatively correlated with fMRI activity in female survivors (Pearson’s r = −0.39 to −0.29, P = .001 to .02), but not in males. Conclusions These results suggest the working memory network is more impaired in female survivors than male survivors, which may contribute to ongoing functional deficits.
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Affiliation(s)
- Kellen Gandy
- Department of Epidemiology and Cancer Control, St. Jude’s Children’s Research Hospital, Memphis, TN, USA
| | - Matthew A Scoggins
- Department of Diagnostic Imaging, St. Jude’s Children’s Research Hospital, Memphis, TN, USA
| | - Nicholas Phillips
- Department of Epidemiology and Cancer Control, St. Jude’s Children’s Research Hospital, Memphis, TN, USA
| | - Ellen van der Plas
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA, USA
| | - Slim Fellah
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Lisa M Jacola
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Ching-Hon Pui
- Department of Oncology, St. Jude’s Children’s Research Hospital, Memphis, TN, USA
- Department of Pathology, St. Jude’s Children’s Research Hospital, Memphis, TN, USA
| | - Melissa M Hudson
- Department of Epidemiology and Cancer Control, St. Jude’s Children’s Research Hospital, Memphis, TN, USA
- Department of Oncology, St. Jude’s Children’s Research Hospital, Memphis, TN, USA
| | - Wilburn E Reddick
- Department of Diagnostic Imaging, St. Jude’s Children’s Research Hospital, Memphis, TN, USA
| | - Ranganatha Sitaram
- Department of Diagnostic Imaging, St. Jude’s Children’s Research Hospital, Memphis, TN, USA
| | - Kevin R Krull
- Department of Epidemiology and Cancer Control, St. Jude’s Children’s Research Hospital, Memphis, TN, USA
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN, USA
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van der Plas E, Solomon MA, Hopkins L, Koscik T, Schultz J, Brophy PD, Nopoulos PC, Harshman LA. Global and Regional White Matter Fractional Anisotropy in Children with Chronic Kidney Disease. J Pediatr 2022; 242:166-173.e3. [PMID: 34758354 PMCID: PMC8882141 DOI: 10.1016/j.jpeds.2021.11.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 10/29/2021] [Accepted: 11/02/2021] [Indexed: 01/11/2023]
Abstract
OBJECTIVE To investigate the associations between neurocognition and white matter integrity in children with chronic kidney disease (CKD). STUDY DESIGN This cross-sectional study included 17 boys (age 6-16 years) with a diagnosis of mild to moderate (stages 1-3, nondialysis/nontransplant) CKD because of congenital anomalies of the kidney and urinary tract and 20 typically developing community controls. Participants underwent 3T neuroimaging and diffusion-weighted magnetic resonance imaging to assess white matter fractional anisotropy. Multivariable linear regression models were used to evaluate the impact of each group (controls vs CKD) on white matter fractional anisotropy, adjusting for age. Associations between white matter fractional anisotropy and neurocognitive abilities within the CKD group were also evaluated using regression models that were adjusted for age. The false discovery rate was used to account for multiple comparisons; wherein false discovery values <0.10 were considered significant. RESULTS Global white matter fractional anisotropy was reduced in patients with CKD relative to controls (standardized estimate = -0.38, 95% CI -0.69:-0.07), driven by reductions within the body of the corpus callosum (standardized estimate = -0.44, 95% CI -0.75:-0.13), cerebral peduncle (SE = -0.37, 95% CI -0.67:-0.07), cingulum (hippocampus) (standardized estimate = -0.45, 95% CI -0.75:-0.14), and posterior limb of the internal capsule (standardized estimate = -0.46, 95% CI -0.76:-0.15). Medical variables and neurocognitive abilities were not significantly associated with white matter fractional anisotropy. CONCLUSIONS White matter development is vulnerable in children with CKD because of congenital causes, even prior to the need for dialysis or transplantation.
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Affiliation(s)
- Ellen van der Plas
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA
| | | | - Lauren Hopkins
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA
| | - Timothy Koscik
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA
| | - Jordan Schultz
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA,University of Iowa College of Pharmacy, Iowa City, IA
| | | | - Peggy C. Nopoulos
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA
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18
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Reasoner EE, van der Plas E, Langbehn DR, Conrad AL, Koscik TR, Epping EA, Magnotta VA, Nopoulos PC. Cortical Features in Child and Adolescent Carriers of Mutant Huntingtin (mHTT). J Huntingtons Dis 2022; 11:173-178. [PMID: 35275555 PMCID: PMC9177765 DOI: 10.3233/jhd-210512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
BACKGROUND Molecular studies provide evidence that mutant huntingtin (mHTT) affects early cortical development; however, cortical development has not been evaluated in child and adolescent carriers of mHTT. OBJECTIVE To evaluate the impact of mHTT on the developmental trajectories of cortical thickness and surface area. METHODS Children and adolescents (6-18 years) participated in the KidsHD study. mHTT carrier status was determined for research purposes only to classify participants as gene expanded (GE) and gene non-expanded (GNE). Cortical features were extracted from 3T neuroimaging using FreeSurfer. Nonlinear mixed effects models were conducted to determine if age, group, and CAG repeat were associated with cortical morphometry. RESULTS Age-related changes in cortical morphometry were similar across groups. Expanded CAG repeat was not significantly associated with cortical features. CONCLUSION While striatal development is markedly different in GE and GNE, developmental change of the cortex appears grossly normal among child and adolescent carrier of mHTT.
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Affiliation(s)
- Erin E. Reasoner
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA 52242
| | - Ellen van der Plas
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA 52242
| | - Douglas R. Langbehn
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA 52242
| | - Amy L. Conrad
- Stead Family Department of Pediatrics, University of Iowa Hospital and Clinics, Iowa City, IA 52242
| | - Timothy R. Koscik
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA 52242
| | - Eric A. Epping
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA 52242
| | - Vincent A. Magnotta
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA 52242,Department of Radiology, University of Iowa Hospital and Clinics, Iowa City, IA 52242
| | - Peggy C. Nopoulos
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA 52242,Stead Family Department of Pediatrics, University of Iowa Hospital and Clinics, Iowa City, IA 52242,Department of Neurology, University of Iowa Hospital and Clinics, Iowa City, IA 52242
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19
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Al-Kaylani HM, Reasoner EE, Loeffler BT, Mott SL, Madasu S, Liu A, Langbehn K, Conrad AL, Dickens D, Grafft A, Harshman L, Modi AJ, van der Plas E. Characterizing academic performance in pediatric acute lymphoblastic leukemia with population-based achievement tests. Cancer Rep (Hoboken) 2021; 5:e1560. [PMID: 34596316 PMCID: PMC9458490 DOI: 10.1002/cnr2.1560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 08/09/2021] [Accepted: 08/30/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Recent shifts from radiation to chemotherapy-based treatment for acute lymphoblastic leukemia (ALL) have contributed to reduced long-term morbidity. Despite this, ALL survivors remain at increased risk for long-term cognitive impairments. AIM To identify demographic and treatment factors associated with school performance in pediatric survivors of ALL. METHODS We collected standardized test scores for reading, math, and science obtained in a school setting from grades 3-11 in 63 ALL survivors (46.0% boys). Most participants were assessed across multiple grades (median number of grades n = 5, range 1-7), and 269 observations were considered in the analyses. Treatment exposures were extracted from medical records. Socio-economic status was estimated using participation in free/reduced lunch programs at school. Mixed effects linear regression models were conducted to determine factors associated with school performance. RESULTS ALL survivors' scores were comparable to state norms on reading, math, and science performances. On multivariable analysis, participation in free/reduced lunch programs was significantly associated with lower reading scores (β = -12.52; 95% CI -22.26:-2.77, p = .01). Exposure to radiation during treatment was also associated with lower reading test scores (β = -30.81, 95% CI -52.00:-9.62, p = .01). No significant associations between demographics and treatment parameters were observed for math and science test scores. CONCLUSIONS We utilized population-based achievement tests conducted from grades 3-11 to characterize school performance in ALL survivors. Our results imply that survivors with low socio-economic status and those exposed to radiation during treatment could benefit from early monitoring and intervention to maximize academic success.
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Affiliation(s)
- Hend M Al-Kaylani
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA
| | - Erin E Reasoner
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA
| | - Bradley T Loeffler
- Holden Comprehensive Cancer Center, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA
| | - Sarah L Mott
- Holden Comprehensive Cancer Center, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA
| | - Susan Madasu
- Stead Family Department of Pediatrics, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA
| | - Audrey Liu
- Stead Family Department of Pediatrics, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA
| | - Kathleen Langbehn
- Department of Health Education and Behavior, University of Florida, Gainesville, Florida, USA
| | - Amy L Conrad
- Stead Family Department of Pediatrics, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA
| | - David Dickens
- Stead Family Department of Pediatrics, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA
| | - Amanda Grafft
- Stead Family Department of Pediatrics, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA
| | - Lyndsay Harshman
- Stead Family Department of Pediatrics, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA
| | - Arunkumar J Modi
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Ellen van der Plas
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA
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20
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Abstract
The current dogma of HD pathoetiology posits it is a degenerative disease affecting primarily the striatum, caused by a gain of function (toxicity) of the mutant mHTT that kills neurons. However, a growing body of evidence supports an alternative theory in which loss of function may also influence the pathology.This theory is predicated on the notion that HTT is known to be a vital gene for brain development. mHTT is expressed throughout life and could conceivably have deleterious effects on brain development. The end event in the disease is, of course, neurodegeneration; however the process by which that occurs may be rooted in the pathophysiology of aberrant development.To date, there have been multiple studies evaluating molecular and cellular mechanisms of abnormal development in HD, as well as studies investigating abnormal brain development in HD animal models. However, direct study of how mHTT could affect neurodevelopment in humans has not been approached until recent years. The current review will focus on the most recent findings of a unique study of children at-risk for HD, the Kids-HD study. This study evaluates brain structure and function in children ages 6-18 years old who are at risk for HD (have a parent or grand-parent with HD).
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Affiliation(s)
- Ellen van der Plas
- University of Iowa Carver College of Medicine, Department of Psychiatry, Iowa City, IA, USA
| | - Jordan L Schultz
- University of Iowa Carver College of Medicine, Department of Psychiatry, Iowa City, IA, USA
| | - Peg C Nopoulos
- University of Iowa Carver College of Medicine, Department of Psychiatry, Iowa City, IA, USA
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21
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Kuhlmann E, van der Plas E, Axelson E, Conrad AL. Brain Developmental Trajectories in Children and Young Adults with Isolated Cleft Lip and/or Cleft Palate. Dev Neuropsychol 2021; 46:314-326. [PMID: 34348063 DOI: 10.1080/87565641.2021.1946691] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
The present study evaluated brain development in persons with isolated cleft lip and/or cleft palate (iCL/P) compared to unaffected controls using an accelerated longitudinal design. A sample of 134 males and females, ages 7-27 years, with iCL/P (184 observations, total) was compared to 144 unaffected controls (208 evaluations, total) on Wechsler Index scores and volumetric data from structural MRI scans. Boys with isolated cleft palate had verbal IQ 15.5 points lower than perceptual IQ; a clinically significant difference. Participants with iCL/P had differential growth trajectories of regional cerebrum matter and consistently lower volumes of cerebellar gray matter and subcortical matter.
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Affiliation(s)
- Emily Kuhlmann
- Department of Psychological and Quantitative Foundations, University of Iowa College of Education, USA
| | - Ellen van der Plas
- Department of Psychiatry, University of Iowa Carver College of Medicine, USA
| | - Eric Axelson
- Department of Psychiatry, University of Iowa Carver College of Medicine, USA
| | - Amy L Conrad
- The Stead Family Department of Pediatrics, University of Iowa Carver College of Medicine, USA
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22
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van der Plas E, Noakes TLS, Butcher DT, Weksberg R, Galin-Corini L, Wanstall EA, Te P, Hopf L, Guger S, Hitzler J, Schachar RJ, Ito S, Nieman BJ. Cognitive and behavioral risk factors for low quality of life in survivors of childhood acute lymphoblastic leukemia. Pediatr Res 2021; 90:419-426. [PMID: 33203967 PMCID: PMC9014848 DOI: 10.1038/s41390-020-01230-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 09/25/2020] [Accepted: 10/03/2020] [Indexed: 11/09/2022]
Abstract
BACKGROUND With high survival rates for pediatric acute lymphoblastic leukemia (ALL), long-term quality of life is a prominent consideration in treatment. We concurrently evaluated cognition, behavior, and quality of life in child and adolescent ALL survivors and determined associations between them. METHODS The sample included 83 controls (mean age: 12.5 years) and 71 ALL survivors (mean age: 11.9 years, mean age at diagnosis: 3.8 years). Participants completed measures of general intellectual abilities, math achievement, and fine motor skills. Parents and teachers completed a survey assessing child participants' cognitive, behavioral, and emotional function. Parents additionally completed a survey about their child's quality of life. RESULTS Survivors had lower scores on measures of working memory, processing speed, timed math, and fine motor skills (effect size 0.5-1, p < 0.001). Parents identified more problems with executive function and learning in survivors than controls (effect size > 0.7, p < 0.001), and indicated a lower quality of life in all categories evaluated (effect size > 0.7, p < 10-4). Reduced quality of life was associated with lower math achievement scores and with inattention and executive function problems. CONCLUSIONS ALL survivors experience diffuse cognitive, behavioral, and motor impairments, which are associated with reduced quality of life. These findings underscore the need to address these challenges in ALL survivors. IMPACT Compared with cancer-free peers, parents of childhood acute lymphoblastic leukemia survivors treated with chemotherapy only reported reduced quality of life. Math difficulties and behavioral problems increased the risk for reduced quality of life. Reduced quality of life is associated with mild cognitive and behavioral difficulties, suggesting that even relatively mild impairments have broad implications for ALL survivors. Screening and early intervention targeting cognitive and behavioral function may enhance quality of life for ALL survivors.
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Affiliation(s)
- Ellen van der Plas
- Department of Psychiatry, University of Iowa Hospital & Clinics, Iowa City, IA
| | - 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, Ontario, 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, Ontario, Canada
| | - Sharon Guger
- Department of Psychology, The Hospital for Sick Children, Toronto, Ontario, 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,Corresponding Author: Brian J. Nieman, Hospital for Sick Children, Centre for Phenogenomics25 Orde Street, Toronto, ON, Canada, M5T 3H7; 416-813-7654 ext. 309555;
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23
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Miller JN, Kruger A, Moser DJ, Gutmann L, van der Plas E, Koscik TR, Cumming SA, Monckton DG, Nopoulos PC. Cognitive Deficits, Apathy, and Hypersomnolence Represent the Core Brain Symptoms of Adult-Onset Myotonic Dystrophy Type 1. Front Neurol 2021; 12:700796. [PMID: 34276551 PMCID: PMC8280288 DOI: 10.3389/fneur.2021.700796] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 06/03/2021] [Indexed: 12/11/2022] Open
Abstract
Myotonic dystrophy type 1 is the most common form of muscular dystrophy in adults, and is primarily characterized by muscle weakness and myotonia, yet some of the most disabling symptoms of the disease are cognitive and behavioral. Here we evaluated several of these non-motor symptoms from a cross-sectional time-point in one of the largest longitudinal studies to date, including full-scale intelligence quotient, depression, anxiety, apathy, sleep, and cerebral white matter fractional anisotropy in a group of 39 adult-onset myotonic dystrophy type 1 participants (27 female) compared to 79 unaffected control participants (46 female). We show that intelligence quotient was significantly associated with depression (P < 0.0001) and anxiety (P = 0.018), but not apathy (P < 0.058) or hypersomnolence (P = 0.266) in the DM1 group. When controlling for intelligence quotient, cerebral white matter fractional anisotropy was significantly associated with apathy (P = 0.042) and hypersomnolence (P = 0.034), but not depression (P = 0.679) or anxiety (P = 0.731) in the myotonic dystrophy type 1 group. Finally, we found that disease duration was significantly associated with apathy (P < 0.0001), hypersomnolence (P < 0.001), IQ (P = 0.038), and cerebral white matter fractional anisotropy (P < 0.001), but not depression (P = 0.271) or anxiety (P = 0.508). Our results support the hypothesis that cognitive deficits, hypersomnolence, and apathy, are due to the underlying neuropathology of myotonic dystrophy type 1, as measured by cerebral white matter fractional anisotropy and disease duration. Whereas elevated symptoms of depression and anxiety in myotonic dystrophy type 1 are secondary to the physical symptoms and the emotional stress of coping with a chronic and debilitating disease. Results from this work contribute to a better understanding of disease neuropathology and represent important therapeutic targets for clinical trials.
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Affiliation(s)
- Jacob N Miller
- Department of Psychiatry, Carver College of Medicine, University of Iowa, Iowa City, IA, United States
| | - Alison Kruger
- Department of Psychiatry, Carver College of Medicine, University of Iowa, Iowa City, IA, United States
| | - David J Moser
- Department of Psychiatry, Carver College of Medicine, University of Iowa, Iowa City, IA, United States
| | - Laurie Gutmann
- Department of Neurology, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Ellen van der Plas
- Department of Psychiatry, Carver College of Medicine, University of Iowa, Iowa City, IA, United States
| | - Timothy R Koscik
- Department of Psychiatry, Carver College of Medicine, University of Iowa, Iowa City, IA, United States
| | - Sarah A Cumming
- Institute of Molecular, Cell and Systems Biology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Darren G Monckton
- Institute of Molecular, Cell and Systems Biology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Peggy C Nopoulos
- Department of Psychiatry, Carver College of Medicine, University of Iowa, Iowa City, IA, United States.,Department of Neurology, Carver College of Medicine, University of Iowa, Iowa City, IA, United States.,Department of Pediatrics, Carver College of Medicine, University of Iowa, Iowa City, IA, United States
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24
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van der Plas E, Modi AJ, Li CK, Krull KR, Cheung YT. Cognitive Impairment in Survivors of Pediatric Acute Lymphoblastic Leukemia Treated With Chemotherapy Only. J Clin Oncol 2021; 39:1705-1717. [PMID: 33886368 DOI: 10.1200/jco.20.02322] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Ellen van der Plas
- Department of Psychiatry, University of Iowa Hospital & Clinics, Iowa, IA
| | - Arunkumar J Modi
- Stead Family Department of Pediatrics, University of Iowa, Iowa, IA
| | - Chi Kong Li
- Department of Paediatrics, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China.,Hong Kong Hub of Paediatric Excellence, The Chinese University of Hong Kong, Hong Kong SAR, China.,Department of Paediatrics and Adolescent Medicine, Hong Kong Children's Hospital, Hong Kong SAR, China
| | - Kevin R Krull
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN.,Department of Psychology, St Jude Children's Research Hospital, Memphis, TN
| | - Yin Ting Cheung
- School of Pharmacy, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
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25
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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26
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van der Plas E, Gutmann L, Thedens D, Shields RK, Langbehn K, Guo Z, Sonka M, Nopoulos P. Quantitative muscle MRI as a sensitive marker of early muscle pathology in myotonic dystrophy type 1. Muscle Nerve 2021; 63:553-562. [PMID: 33462896 PMCID: PMC8442354 DOI: 10.1002/mus.27174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Revised: 01/11/2021] [Accepted: 01/12/2021] [Indexed: 11/08/2022]
Abstract
BACKGROUND Quantitative muscle MRI as a sensitive marker of early muscle pathology and disease progression in adult-onset myotonic dystrophy type 1. The utility of muscle MRI as a marker of muscle pathology and disease progression in adult-onset myotonic dystrophy type 1 (DM1) was evaluated. METHODS This prospective, longitudinal study included 67 observations from 36 DM1 patients (50% female), and 92 observations from 49 healthy adults (49% female). Lower-leg 3T magnetic resonance imaging (MRI) scans were acquired. Volume and fat fraction (FF) were estimated using a three-point Dixon method, and T2-relaxometry was determined using a multi-echo spin-echo sequence. Muscles were segmented automatically. Mixed linear models were conducted to determine group differences across muscles and image modality, accounting for age, sex, and repeated observations. Differences in rate of change in volume, T2-relaxometry, and FF were also determined with mixed linear regression that included a group by elapsed time interaction. RESULTS Compared with healthy adults, DM1 patients exhibited reduced volume of the tibialis anterior, soleus, and gastrocnemius (GAS) (all, P < .05). T2-relaxometry and FF were increased across all calf muscles in DM1 compared to controls. (all, P < .01). Signs of muscle pathology, including reduced volume, and increased T2-relaxometry and FF were already noted in DM1 patients who did not exhibit clinical motor symptoms of DM1. As a group, DM1 patients exhibited a more rapid change than did controls in tibialis posterior volume (P = .05) and GAS T2-relaxometry (P = .03) and FF (P = .06). CONCLUSIONS Muscle MRI renders sensitive, early markers of muscle pathology and disease progression in DM1. T2 relaxometry may be particularly sensitive to early muscle changes related to DM1.
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Affiliation(s)
- Ellen van der Plas
- Department of Psychiatry, University of Iowa Hospital & Clinics, Iowa City, IA, USA
| | - Laurie Gutmann
- Department of Neurology, University of Iowa Hospital & Clinics, Iowa City, IA, USA
- Department of Neurology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Dan Thedens
- Department of Radiology, University of Iowa Hospital & Clinics, Iowa City, IA, USA
| | - Richard K. Shields
- Department of Physical Therapy and Rehabilitation Science, University of Iowa Hospital & Clinics, Iowa City, IA, USA
| | - Kathleen Langbehn
- Department of Psychiatry, University of Iowa Hospital & Clinics, Iowa City, IA, USA
| | - Zhihui Guo
- Iowa Institute for Biomedical Imaging, University of Iowa, Iowa City, IA, USA
| | - Milan Sonka
- Iowa Institute for Biomedical Imaging, University of Iowa, Iowa City, IA, USA
| | - Peggy Nopoulos
- Department of Psychiatry, University of Iowa Hospital & Clinics, Iowa City, IA, USA
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27
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van der Plas E, Koscik TR, Magnotta V, Cumming SA, Monckton D, Gutmann L, Nopoulos P. Neurocognitive Features of Motor Premanifest Individuals With Myotonic Dystrophy Type 1. Neurol Genet 2021; 7:e577. [PMID: 33912661 PMCID: PMC8075572 DOI: 10.1212/nxg.0000000000000577] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Accepted: 01/22/2021] [Indexed: 12/12/2022]
Abstract
Objective The goal of the study was to identify brain and functional features associated with premanifest phases of adult-onset myotonic dystrophy type 1 (i.e., PreDM1). Methods This cross-sectional study included 68 healthy adults (mean age = 43.4 years, SD = 12.9), 13 individuals with PreDM1 (mean age: 47.4 years, SD = 16.3), and 37 individuals with manifest DM1 (mean age = 45.2 years, SD = 9.3). The primary outcome measures included fractional anisotropy (FA), motor measures (Muscle Impairment Rating Scale, Grooved Pegboard, Finger-Tapping Test, and grip force), general cognitive abilities (Wechsler Adult Intelligence Scales), sleep quality (Scales for Outcomes in Parkinson's Disease–Sleep), and apathy (Apathy Evaluation Scale). Results Individuals with PreDM1 exhibited an intermediate level of white matter FA abnormality, where whole-brain FA was lower relative to healthy controls (difference of the estimated marginal mean [EMMdifference] = 0.02, 95% confidence interval (CI) 0.01–0.03, p < 0.001), but the PreDM1 group had significantly higher FA than did individuals with manifest DM1 (EMMdifference = 0.02, 95% CI 0.009–0.03, p < 0.001). Individuals with PreDM1 exhibited reduced performance on the finger-tapping task relative to control peers (EMMdifference = 5.70, 95% CI 0.51–11.00, p = 0.03), but performance of the PreDM1 group was better than that of the manifest DM1 group (EMMdifference = 5.60, 95% CI 0.11–11.00, p = 0.05). Hypersomnolence in PreDM1 was intermediate between controls (EMMdifference = −1.70, 95% CI −3.10–0.35, p = 0.01) and manifest DM1 (EMMdifference = −2.10, 95% CI −3.50–0.60, p = 0.006). Conclusions Our findings highlight key CNS and functional deficits associated with PreDM1, offering insight in early disease course.
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Affiliation(s)
- Ellen van der Plas
- Department of Psychiatry (E.v.d.P., T.R.K., P.N.), Department of Radiology (V.M.), and Department of Neurology (L.G.), University of Iowa Hospitals and Clinics; and Institute of Molecular, Cell and Systems Biology (S.A.C., D.M.), University of Glasgow, Scotland, United Kingdom
| | - Timothy R Koscik
- Department of Psychiatry (E.v.d.P., T.R.K., P.N.), Department of Radiology (V.M.), and Department of Neurology (L.G.), University of Iowa Hospitals and Clinics; and Institute of Molecular, Cell and Systems Biology (S.A.C., D.M.), University of Glasgow, Scotland, United Kingdom
| | - Vincent Magnotta
- Department of Psychiatry (E.v.d.P., T.R.K., P.N.), Department of Radiology (V.M.), and Department of Neurology (L.G.), University of Iowa Hospitals and Clinics; and Institute of Molecular, Cell and Systems Biology (S.A.C., D.M.), University of Glasgow, Scotland, United Kingdom
| | - Sarah A Cumming
- Department of Psychiatry (E.v.d.P., T.R.K., P.N.), Department of Radiology (V.M.), and Department of Neurology (L.G.), University of Iowa Hospitals and Clinics; and Institute of Molecular, Cell and Systems Biology (S.A.C., D.M.), University of Glasgow, Scotland, United Kingdom
| | - Darren Monckton
- Department of Psychiatry (E.v.d.P., T.R.K., P.N.), Department of Radiology (V.M.), and Department of Neurology (L.G.), University of Iowa Hospitals and Clinics; and Institute of Molecular, Cell and Systems Biology (S.A.C., D.M.), University of Glasgow, Scotland, United Kingdom
| | - Laurie Gutmann
- Department of Psychiatry (E.v.d.P., T.R.K., P.N.), Department of Radiology (V.M.), and Department of Neurology (L.G.), University of Iowa Hospitals and Clinics; and Institute of Molecular, Cell and Systems Biology (S.A.C., D.M.), University of Glasgow, Scotland, United Kingdom
| | - Peggy Nopoulos
- Department of Psychiatry (E.v.d.P., T.R.K., P.N.), Department of Radiology (V.M.), and Department of Neurology (L.G.), University of Iowa Hospitals and Clinics; and Institute of Molecular, Cell and Systems Biology (S.A.C., D.M.), University of Glasgow, Scotland, United Kingdom
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Koscik TR, van der Plas E, Gutmann L, Cumming SA, Monckton DG, Magnotta V, Shields RK, Nopoulos PC. White matter microstructure relates to motor outcomes in myotonic dystrophy type 1 independently of disease duration and genetic burden. Sci Rep 2021; 11:4886. [PMID: 33649422 PMCID: PMC7921687 DOI: 10.1038/s41598-021-84520-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 02/15/2021] [Indexed: 11/09/2022] Open
Abstract
Deficits in white matter (WM) integrity and motor symptoms are among the most robust and reproducible features of myotonic dystrophy type 1 (DM1). In the present study, we investigate whether WM integrity, obtained from diffusion-weighted MRI, corresponds to quantifiable motor outcomes (e.g., fine motor skills and grip strength) and patient-reported, subjective motor deficits. Critically, we explore these relationships in the context of other potentially causative variables, including: disease duration, elapsed time since motor symptom onset; and genetic burden, the number of excessive CTG repeats causing DM1. We found that fractional anisotropy (a measure of WM integrity) throughout the cerebrum was the strongest predictor of grip strength independently of disease duration and genetic burden, while radial diffusivity predicted fine motor skill (peg board performance). Axial diffusivity did not predict motor outcomes. Our results are consistent with the notion that systemic degradation of WM in DM1 mediates the relationship between DM1 progression and genetic burden with motor outcomes of the disease. Our results suggest that tracking changes in WM integrity over time may be a valuable biomarker for tracking therapeutic interventions, such as future gene therapies, for DM1.
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Affiliation(s)
- Timothy R Koscik
- Department of Psychiatry, Carver College of Medicine, University of Iowa, 200 Hawkins Drive, Iowa City, IA, 52242, USA.
| | - Ellen van der Plas
- Department of Psychiatry, Carver College of Medicine, University of Iowa, 200 Hawkins Drive, Iowa City, IA, 52242, USA
| | - Laurie Gutmann
- Department of Neurology, Carver College of Medicine, University of Iowa, Iowa City, USA
| | - Sarah A Cumming
- Institute of Molecular, Cell and Systems Biology, University of Glasgow, Glasgow, Scotland
| | - Darren G Monckton
- Institute of Molecular, Cell and Systems Biology, University of Glasgow, Glasgow, Scotland
| | - Vincent Magnotta
- Department of Radiology, Carver College of Medicine, University of Iowa, Iowa City, USA
| | - Richard K Shields
- Department of Physical Therapy and Rehabilitation Science, Carver College of Medicine, University of Iowa, Iowa City, USA
| | - Peggy C Nopoulos
- Department of Psychiatry, Carver College of Medicine, University of Iowa, 200 Hawkins Drive, Iowa City, IA, 52242, USA.,Department of Neurology, Carver College of Medicine, University of Iowa, Iowa City, USA.,Department of Pediatrics, Carver College of Medicine, University of Iowa, Iowa City, USA
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Schultz JL, van der Plas E, Langbehn DR, Conrad AL, Nopoulos PC. Age-Related Cognitive Changes as a Function of CAG Repeat in Child and Adolescent Carriers of Mutant Huntingtin. Ann Neurol 2021; 89:1036-1040. [PMID: 33521985 DOI: 10.1002/ana.26039] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 01/29/2021] [Accepted: 01/29/2021] [Indexed: 11/08/2022]
Abstract
Limited data exists regarding the disease course of Huntington's Disease (HD) in children and young adults. Here, we evaluate the trajectory of various cognitive skill development as a function of cytosine-adenine-guanine (CAG) repeat length in children and adolescents that carry the mutation that causes HD. We discovered that the development of verbal skills seems to plateau earlier as CAG repeat length increases. These findings increase our understanding of the relationship between neurodegeneration and neurodevelopment and may have far-reaching implications for future gene-therapy treatment strategies. ANN NEUROL 2021;89:1036-1040.
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Affiliation(s)
- Jordan L Schultz
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA, USA.,Department of Neurology, University of Iowa Carver College of Medicine, Iowa City, IA, USA.,Department of Pharmacy Practice and Sciences, University of Iowa College of Pharmacy, Iowa City, IA, USA
| | - Ellen van der Plas
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Douglas R Langbehn
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Amy L Conrad
- Department of Pediatrics, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Peg C Nopoulos
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA, USA.,Department of Neurology, University of Iowa Carver College of Medicine, Iowa City, IA, USA.,Department of Pediatrics, University of Iowa Carver College of Medicine, Iowa City, IA, USA
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Abstract
Background: The purpose of this study was to evaluate brain structure and function in participants with iCL/P and unaffected controls. Effects of cleft presence and reading status (average vs impaired) were evaluated.Methods: Males, ages 8-11 years old, including 26 with iCL/P and 57 unaffected peers were recruited and coded for reading status (average vs impaired). All participants underwent a volumetric and task-based functional MRI. Volumes and significant regions of activation during the decoding task were obtained. Main effects of cleft and reading status, and their interaction were evaluated.Results: Participants with iCL/P had significantly increased frontal gray matter volume (associated with average reading) and occipital gray and white matter volume (associated with impaired reading). Impaired readers with iCL/P had a distinctive activation pattern in visual association and motor regions relative to other groups.Conclusions: Findings suggest that increases in frontal gray matter volume may be associated with effective compensation during reading, while posterior increases in occipital volume may be associated with ineffective compensation for participants with iCL/P. These patterns were different from idiopathic dyslexia. Further work in a larger sample is needed to determine if these differences are associated with cleft type and with sex.Abbreviations: iCL/P (isolated cleft lip and/or palate); iCL (isolated cleft lip only); iCLP (isolated cleft lip and palate); iCP (isolated cleft palate only); uAR (unaffected average reader); uIR (unaffected impaired reader); cAR (average reader with iCL/P); cIR (impaired reader with iCL/P).
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Affiliation(s)
- Amy Lynn Conrad
- The Stead Family Department of Pediatrics, University of Iowa Roy J and Lucille A Carver College of Medicine, Iowa City, IA, USA
| | - Emily Kuhlmann
- The Stead Family Department of Pediatrics, University of Iowa Roy J and Lucille A Carver College of Medicine, Iowa City, IA, USA
| | - Ellen van der Plas
- Department of Psychiatry, University of Iowa Roy J and Lucille A Carver College of Medicine, Iowa City, IA, USA
| | - Eric Axelson
- Department of Psychiatry, University of Iowa Roy J and Lucille A Carver College of Medicine, Iowa City, IA, USA
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van der Plas E, Long JD, Koscik TR, Magnotta V, Monckton DG, Cumming SA, Gottschalk AC, Hefti M, Gutmann L, Nopoulos PC. Blood-Based Markers of Neuronal Injury in Adult-Onset Myotonic Dystrophy Type 1. Front Neurol 2021; 12:791065. [PMID: 35126292 PMCID: PMC8810511 DOI: 10.3389/fneur.2021.791065] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Accepted: 12/24/2021] [Indexed: 12/31/2022] Open
Abstract
INTRODUCTION The present study had four aims. First, neuronal injury markers, including neurofilament light (NF-L), total tau, glial fibrillary acidic protein (GFAP) and ubiquitin C-terminal hydrolase (UCH-L1), were compared between individuals with and without adult-onset myotonic dystrophy type 1 (DM1). Second, the impact of age and CTG repeat on brain injury markers was evaluated. Third, change in brain injury markers across the study period was quantified. Fourth, associations between brain injury markers and cerebral white matter (WM) fractional anisotropy (FA) were identified. METHODS Yearly assessments, encompassing blood draws and diffusion tensor imaging on a 3T scanner, were conducted on three occasions. Neuronal injury markers were quantified using single molecule array (Simoa). RESULTS The sample included 53 patients and 70 controls. NF-L was higher in DM1 patients than controls, with individuals in the premanifest phases of DM1 (PreDM1) exhibiting intermediate levels ( χ ( 2 ) 2 = 38.142, P < 0.001). Total tau was lower in DM1 patients than controls (Estimate = -0.62, 95% confidence interval [CI] -0.95: -0.28, P < 0.001), while GFAP was elevated in PreDM1 only (Estimate = 30.37, 95% CI 10.56:50.19, P = 0.003). Plasma concentrations of UCH-L1 did not differ between groups. The age by CTG interaction predicted NF-L: patients with higher estimated progenitor allelege length (ePAL) had higher NF-L at a younger age, relative to patients with lower CTG repeat; however, the latter exhibited faster age-related change (Estimate = -0.0021, 95% CI -0.0042: -0.0001, P = 0.045). None of the markers changed substantially over the study period. Finally, cerebral WM FA was significantly associated with NF-L (Estimate = -42.86, 95% CI -82.70: -3.02, P = 0.035). INTERPRETATION While NF-L appears sensitive to disease onset and severity, its utility as a marker of progression remains to be determined. The tau assay may have low sensitivity to tau pathology associated with DM1.
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Affiliation(s)
- Ellen van der Plas
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA, United States
| | - Jeffrey D Long
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA, United States
| | - Timothy R Koscik
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA, United States
| | - Vincent Magnotta
- Department of Radiology, University of Iowa, Iowa City, IA, United States
| | - Darren G Monckton
- Institute of Molecular, Cell and Systems Biology, University of Glasgow, Glasgow, United Kingdom
| | - Sarah A Cumming
- Institute of Molecular, Cell and Systems Biology, University of Glasgow, Glasgow, United Kingdom
| | - Amy C Gottschalk
- Department of Pathology, University of Iowa Hospital and Clinics, Iowa City, IA, United States
| | - Marco Hefti
- Department of Pathology, University of Iowa Hospital and Clinics, Iowa City, IA, United States
| | - Laurie Gutmann
- Department of Neurology, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Peggy C Nopoulos
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA, United States
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Guo Z, Zhang H, Chen Z, van der Plas E, Gutmann L, Thedens D, Nopoulos P, Sonka M. Fully automated 3D segmentation of MR-imaged calf muscle compartments: Neighborhood relationship enhanced fully convolutional network. Comput Med Imaging Graph 2021; 87:101835. [PMID: 33373972 PMCID: PMC7855601 DOI: 10.1016/j.compmedimag.2020.101835] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2020] [Revised: 08/26/2020] [Accepted: 11/17/2020] [Indexed: 11/24/2022]
Abstract
Automated segmentation of individual calf muscle compartments from 3D magnetic resonance (MR) images is essential for developing quantitative biomarkers for muscular disease progression and its prediction. Achieving clinically acceptable results is a challenging task due to large variations in muscle shape and MR appearance. In this paper, we present a novel fully convolutional network (FCN) that utilizes contextual information in a large neighborhood and embeds edge-aware constraints for individual calf muscle compartment segmentations. An encoder-decoder architecture is used to systematically enlarge convolution receptive field and preserve information at all resolutions. Edge positions derived from the FCN output muscle probability maps are explicitly regularized using kernel-based edge detection in an end-to-end optimization framework. Our method was evaluated on 40 T1-weighted MR images of 10 healthy and 30 diseased subjects by fourfold cross-validation. Mean DICE coefficients of 88.00-91.29% and mean absolute surface positioning errors of 1.04-1.66 mm were achieved for the five 3D muscle compartments.
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Affiliation(s)
- Zhihui Guo
- Iowa Institute for Biomedical Imaging, University of Iowa, Iowa City, IA 52242, USA.
| | - Honghai Zhang
- Iowa Institute for Biomedical Imaging, University of Iowa, Iowa City, IA 52242, USA
| | - Zhi Chen
- Iowa Institute for Biomedical Imaging, University of Iowa, Iowa City, IA 52242, USA
| | | | - Laurie Gutmann
- Department of Neurology, University of Iowa, Iowa City, IA 52242, USA
| | - Daniel Thedens
- Department of Psychiatry, University of Iowa, Iowa City, IA 52242, USA
| | - Peggy Nopoulos
- Department of Psychiatry, University of Iowa, Iowa City, IA 52242, USA
| | - Milan Sonka
- Iowa Institute for Biomedical Imaging, University of Iowa, Iowa City, IA 52242, USA
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Langbehn KE, Carlson-Stadler Z, van der Plas E, Hefti MM, Dawson JD, Moser DJ, Nopoulos PC. DMPK mRNA Expression in Human Brain Tissue Throughout the Lifespan. Neurol Genet 2020; 7:e537. [PMID: 33575482 PMCID: PMC7862092 DOI: 10.1212/nxg.0000000000000537] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Accepted: 10/19/2020] [Indexed: 11/15/2022]
Abstract
Objective Myotonic dystrophy is a multisystem disorder caused by a trinucleotide repeat expansion on the myotonic dystrophy protein kinase (DMPK) gene. To determine whether wildtype DMPK expression patterns vary as a function of age, we analyzed DMPK expression in the brain from 99 donors ranging from 5 postconceptional weeks to 80 years old. Methods We used the BrainSpan messenger RNA sequencing and the Yale Microarray data sets, which included brain tissue samples from 42 and 57 donors, respectively. Collectively, donors ranged in age from 5 postconceptional weeks to 80 years old. DMPK expression was normalized for each donor across regions available in both data sets. Restricted cubic spline linear regression models were used to analyze the effects of log-transformed age and sex on normalized DMPK expression data. Results Age was a statistically significant predictor of normalized DMPK expression pattern in the human brain in the BrainSpan (p < 0.005) and Yale data sets (p < 0.005). Sex was not a significant predictor. Across both data sets, normalized wildtype DMPK expression steadily increases during fetal development, peaks around birth, and then declines to reach a nadir around age 10. Conclusions Peak expression of DMPK coincides with a time of dynamic brain development. Abnormal brain DMPK expression due to myotonic dystrophy may have implications for early brain development.
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Affiliation(s)
- Kathleen E Langbehn
- Department of Psychiatry (K.E.L., Z.C.-S., E.v.d.P., D.J.M., and P.C.N.), Department of Pathology (M.M.H.), Department of Pediatrics (P.C.N.), and Department of Neurology (P.C.N.), College of Public Health (J.D.D.), University of Iowa
| | - Zoe Carlson-Stadler
- Department of Psychiatry (K.E.L., Z.C.-S., E.v.d.P., D.J.M., and P.C.N.), Department of Pathology (M.M.H.), Department of Pediatrics (P.C.N.), and Department of Neurology (P.C.N.), College of Public Health (J.D.D.), University of Iowa
| | - Ellen van der Plas
- Department of Psychiatry (K.E.L., Z.C.-S., E.v.d.P., D.J.M., and P.C.N.), Department of Pathology (M.M.H.), Department of Pediatrics (P.C.N.), and Department of Neurology (P.C.N.), College of Public Health (J.D.D.), University of Iowa
| | - Marco M Hefti
- Department of Psychiatry (K.E.L., Z.C.-S., E.v.d.P., D.J.M., and P.C.N.), Department of Pathology (M.M.H.), Department of Pediatrics (P.C.N.), and Department of Neurology (P.C.N.), College of Public Health (J.D.D.), University of Iowa
| | - Jeffrey D Dawson
- Department of Psychiatry (K.E.L., Z.C.-S., E.v.d.P., D.J.M., and P.C.N.), Department of Pathology (M.M.H.), Department of Pediatrics (P.C.N.), and Department of Neurology (P.C.N.), College of Public Health (J.D.D.), University of Iowa
| | - David J Moser
- Department of Psychiatry (K.E.L., Z.C.-S., E.v.d.P., D.J.M., and P.C.N.), Department of Pathology (M.M.H.), Department of Pediatrics (P.C.N.), and Department of Neurology (P.C.N.), College of Public Health (J.D.D.), University of Iowa
| | - Peggy C Nopoulos
- Department of Psychiatry (K.E.L., Z.C.-S., E.v.d.P., D.J.M., and P.C.N.), Department of Pathology (M.M.H.), Department of Pediatrics (P.C.N.), and Department of Neurology (P.C.N.), College of Public Health (J.D.D.), University of Iowa
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Koscik TR, Sloat L, van der Plas E, Joers JM, Deelchand DK, Lenglet C, Öz G, Nopoulos PC. Brainstem and striatal volume changes are detectable in under 1 year and predict motor decline in spinocerebellar ataxia type 1. Brain Commun 2020; 2:fcaa184. [PMID: 33409488 PMCID: PMC7772094 DOI: 10.1093/braincomms/fcaa184] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Revised: 09/11/2020] [Accepted: 09/21/2020] [Indexed: 12/14/2022] Open
Abstract
Spinocerebellar ataxia type 1 is a progressive neurodegenerative, movement disorder. With potential therapies on the horizon, it is critical to identify biomarkers that (i) differentiate between unaffected and spinocerebellar ataxia Type 1-affected individuals; (ii) track disease progression; and (iii) are directly related to clinical changes of the patient. Magnetic resonance imaging of volumetric changes in the brain may be a suitable source of biomarkers for spinocerebellar ataxia Type 1. In a previous report on a longitudinal study of patients with spinocerebellar ataxia Type 1, we evaluated the volume and magnetic resonance spectroscopy measures of the cerebellum and pons, showing pontine volume and pontine N-acetylaspartate-to-myo-inositol ratio were sensitive to change over time. As a follow-up, the current study conducts a whole brain exploration of volumetric MRI measures with the aim to identify biomarkers for spinocerebellar ataxia Type 1 progression. We adapted a joint label fusion approach using multiple, automatically generated, morphologically matched atlases to label brain regions including cerebellar sub-regions. We adjusted regional volumes by total intracranial volume allowing for linear and power-law relationships. We then utilized Bonferroni corrected linear mixed effects models to (i) determine group differences in regional brain volume and (ii) identify change within affected patients only. We then evaluated the rate of change within each brain region to identify areas that changed most rapidly. Lastly, we used a penalized, linear mixed effects model to determine the strongest brain predictors of motor outcomes. Decrease in pontine volume and accelerating decrease in putamen volume: (i) reliably differentiated spinocerebellar ataxia Type 1-affected and -unaffected individuals; (ii) were observable in affected individuals without referencing an unaffected comparison group; (iii) were detectable within ∼6–9 months; and (iv) were associated with increased disease burden. In conclusion, volumetric change in the pons and putamen may provide powerful biomarkers to track disease progression in spinocerebellar ataxia Type 1. The methods employed here are readily translatable to current clinical settings, providing a framework for study and usage of volumetric neuroimaging biomarkers for clinical trials.
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Affiliation(s)
- Timothy R Koscik
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA 52242-1000, USA
| | - Lauren Sloat
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA 52242-1000, USA
| | - Ellen van der Plas
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA 52242-1000, USA
| | - James M Joers
- Department of Radiology, Center for Magnetic Resonance Research, University of Minnesota, Minneapolis, MN 55455, USA
| | - Dinesh K Deelchand
- Department of Radiology, Center for Magnetic Resonance Research, University of Minnesota, Minneapolis, MN 55455, USA
| | - Christophe Lenglet
- Department of Radiology, Center for Magnetic Resonance Research, University of Minnesota, Minneapolis, MN 55455, USA
| | - Gülin Öz
- Department of Radiology, Center for Magnetic Resonance Research, University of Minnesota, Minneapolis, MN 55455, USA
| | - Peggy C Nopoulos
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA 52242-1000, USA
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Johnson C, Langbehn KE, Long JD, Moser D, Cross S, Gutmann L, Nopoulos PC, van der Plas E. Encoding of facial expressions in individuals with adult-onset myotonic dystrophy type 1. J Clin Exp Neuropsychol 2020; 42:932-940. [PMID: 33028165 DOI: 10.1080/13803395.2020.1826410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Introduction: Emotional issues are often reported among individuals with myotonic dystrophy type 1 (DM1) and some studies have suggested that deficits in ability to quickly encode emotions may contribute to these problems. However, poor performance on emotion encoding tasks could also be explained by a more general cognitive deficit (Full Scale IQ [FSIQ]), rather than a specific deficit in emotional processing. Since individuals with DM1 are known to exhibit difficulties in general cognitive abilities, it is important to account for FSIQ when evaluating emotion encoding. The aim of this study was to compare emotion encoding abilities between individuals with and without DM1, while adjusting for the impact of general cognitive abilities (FSIQ). Methods: The sample included 35 individuals with adult-onset DM1 and 54 unaffected adults who completed assessments of emotion encoding abilities (Ekman faces test) and general cognitive abilities (Wechsler Adult Intelligence Scale-IV). Performance on the emotion encoding task was operationalized as proportion correct and response time. Group differences in proportion correct were evaluated with generalized linear regression, while linear regression models were used to determine the effect of group on response time. Models were adjusted for age, sex, and FSIQ. The false discovery rate (FDR) was applied to control false positives due to multiple comparisons (pfdr ). Results: No significant group differences were observed for emotion encoding abilities (all pfdr > 0.13). FSIQ was significantly associated with proportion correct and with response time (all pfdr < 0.05). Conclusions: Emotion encoding appears intact in individuals with DM1 and variation in the ability to encode facial expressions was associated with FSIQ. Further research is required to address the relationship between general cognitive abilities and emotion encoding abilities among DM1 patients.
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Affiliation(s)
- Claire Johnson
- Department of Psychiatry, University of Iowa Hospitals & Clinics , Iowa City, IA, USA
| | - Kathleen E Langbehn
- Department of Psychiatry, University of Iowa Hospitals & Clinics , Iowa City, IA, USA
| | - Jeffrey D Long
- Department of Psychiatry, University of Iowa Hospitals & Clinics , Iowa City, IA, USA.,Department of NeurologDepartment of Biostatistics, University of Iowa
| | - David Moser
- Department of Psychiatry, University of Iowa Hospitals & Clinics , Iowa City, IA, USA
| | - Stephen Cross
- Department of Psychiatry, University of Iowa Hospitals & Clinics , Iowa City, IA, USA
| | - Laurie Gutmann
- Department of Neurology, University of Iowa Hospitals & Clinics , Iowa City, IA, USA
| | - Peggy C Nopoulos
- Department of Psychiatry, University of Iowa Hospitals & Clinics , Iowa City, IA, USA
| | - Ellen van der Plas
- Department of Psychiatry, University of Iowa Hospitals & Clinics , Iowa City, IA, USA
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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 Clin 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] [What about the content of this article? (0)] [Affiliation(s)] [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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van der Plas E, Qiu W, Nieman BJ, Yasui Y, Liu Q, Dixon SB, Kadan-Lottick NS, Weldon CB, Weil BR, Jacola LM, Gibson TM, Leisenring W, Oeffinger K, Hudson MM, Robison LL, Armstrong GT, Krull KR. Sex-Specific Associations Between Chemotherapy, Chronic Conditions, and Neurocognitive Impairment in Acute Lymphoblastic Leukemia Survivors: A Report From the Childhood Cancer Survivor Study. J Natl Cancer Inst 2020; 113:588-596. [PMID: 32882041 PMCID: PMC8096369 DOI: 10.1093/jnci/djaa136] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Revised: 08/18/2020] [Accepted: 08/25/2020] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND The purpose was to examine associations between treatment and chronic health conditions with neurocognitive impairment survivors of acute lymphoblastic leukemia (ALL) treated with chemotherapy only. METHODS This cross-sectional study included 1207 ALL survivors (54.0% female; mean age 30.6 years) and 2273 siblings (56.9% female; mean age 47.6 years), who completed the Childhood Cancer Survivor Study Neurocognitive Questionnaire. Multivariable logistic regression compared prevalence of neurocognitive impairment between survivors and siblings by sex. Associations between neurocognitive impairment with treatment exposures and chronic conditions (graded according to Common Terminology Criteria for Adverse Events) were also examined. Statistical tests were 2-sided. RESULTS Relative to same-sex siblings, male and female ALL survivors reported increased prevalence of impaired task efficiency (males: 11.7% vs 16.9%; adjusted odds ratio [OR] = 1.89, 95% confidence interval [CI] = 1.31 to 2.74; females: 12.5% vs 17.6%; OR = 1.50, 95% CI = 1.07 to 2.14), as well as impaired memory (males: 11.6% vs 19.9%, OR = 1.89, CI = 1.31 to 2.74; females: 14.78% vs 25.4%, OR = 1.96, 95% CI = 1.43 to 2.70, respectively). Among male survivors, impaired task efficiency was associated with 2-4 neurologic conditions (OR = 4.33, 95% CI = 1.76 to 10.68) and with pulmonary conditions (OR = 4.99, 95% CI = 1.51 to 16.50), and impaired memory was associated with increased cumulative dose of intrathecal methotrexate (OR = 1.68, 95% CI = 1.16 to 2.46) and with exposure to dexamethasone (OR = 2.44, 95% CI = 1.19 to 5.01). In female survivors, grade 2-4 endocrine conditions were associated with higher risk of impaired task efficiency (OR = 2.19, 95% CI = 1.20 to 3.97) and memory (OR = 2.26, 95% CI = 1.31 to 3.92). CONCLUSION Neurocognitive impairment is associated with methotrexate, dexamethasone, and chronic health conditions in a sex-specific manner, highlighting the need to investigate physiological mechanisms and monitor impact through survivorship.
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Affiliation(s)
- Ellen van der Plas
- University of Iowa Hospital & Clinics, Department of Psychiatry, Iowa City, IA, USA
| | - Weiyu Qiu
- University of Alberta, School of Public Health, Edmonton, Alberta, Canada
| | - Brian J Nieman
- The Hospital for Sick Children, Translational Medicine, Toronto, Ontario, Canada
| | - Yutaka Yasui
- St Jude Children's Research Hospital, Epidemiology and Cancer Control Department, Memphis, TN, USA
| | - Qi Liu
- University of Alberta, School of Public Health, Edmonton, Alberta, Canada
| | - Stephanie B Dixon
- St Jude Children's Research Hospital, Oncology Department, Memphis, TN, USA
| | - Nina S Kadan-Lottick
- Yale University School of Medicine, Pediatric Hematology & Oncology, New Haven, CT, USA
| | | | - Brent R Weil
- Boston Children's Hospital, Department of Surgery, Boston, MA, USA
| | - Lisa M Jacola
- St Jude Children's Research Hospital, Psychology Department, Memphis, TN, USA
| | - Todd M Gibson
- National Institutes of Health, Division of Cancer Epidemiology and Genetics, Bethesda, MD, USA
| | - Wendy Leisenring
- Fred Hutchinson Cancer Research Center, Clinical Research Division, Seattle, WA, USA
| | | | - Melissa M Hudson
- St Jude Children's Research Hospital, Oncology Department, Memphis, TN, USA
| | - Leslie L Robison
- St Jude Children's Research Hospital, Epidemiology and Cancer Control Department, Memphis, TN, USA
| | - Gregory T Armstrong
- St Jude Children's Research Hospital, Epidemiology and Cancer Control Department, Memphis, TN, USA
| | - Kevin R Krull
- St Jude Children's Research Hospital, Psychology Department, Memphis, TN, USA
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Miller JN, van der Plas E, Hamilton M, Koscik TR, Gutmann L, Cumming SA, Monckton DG, Nopoulos PC. Variant repeats within the DMPK CTG expansion protect function in myotonic dystrophy type 1. Neurol Genet 2020; 6:e504. [PMID: 32851192 PMCID: PMC7428360 DOI: 10.1212/nxg.0000000000000504] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Accepted: 07/09/2020] [Indexed: 01/10/2023]
Abstract
Objective We tested the hypothesis that variant repeat interruptions (RIs) within the DMPK CTG repeat tract lead to milder symptoms compared with pure repeats (PRs) in myotonic dystrophy type 1 (DM1). Methods We evaluated motor, neurocognitive, and behavioral outcomes in a group of 6 participants with DM1 with RI compared with a case-matched sample of 12 participants with DM1 with PR and a case-matched sample of 12 unaffected healthy comparison participants (UA). Results In every measure, the RI participants were intermediate between UA and PR participants. For muscle strength, the RI group was significantly less impaired than the PR group. For measures of Full Scale IQ, depression, and sleepiness, all 3 groups were significantly different from each other with UA > RI > PR in order of impairment. The RI group was different from unaffected, but not significantly different from PR (UA > RI = PR) in apathy and working memory. Finally, in finger tapping and processing speed, RI did not differ from UA comparisons, but PR had significantly lower scores than the UA comparisons (UA = RI > PR). Conclusions Our results support the notion that patients affected by DM1 with RI demonstrate a milder phenotype with the same pattern of deficits as those with PR indicating a similar disease process.
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Affiliation(s)
- Jacob N Miller
- Department of Psychiatry (J.N.M., E.P., T.R.K., P.C.N.), University of Iowa Hospitals and Clinics; West of Scotland Clinical Genetics Service (M.H.), Queen Elizabeth University Hospital; Institute of Molecular, Cell and Systems Biology (M.H., S.A.C., D.G.M.), College of Medical, Veterinary and Life Sciences, University of Glasgow, United Kingdom; and Department of Neurology (L.G.), University of Iowa Hospitals and Clinics
| | - Ellen van der Plas
- Department of Psychiatry (J.N.M., E.P., T.R.K., P.C.N.), University of Iowa Hospitals and Clinics; West of Scotland Clinical Genetics Service (M.H.), Queen Elizabeth University Hospital; Institute of Molecular, Cell and Systems Biology (M.H., S.A.C., D.G.M.), College of Medical, Veterinary and Life Sciences, University of Glasgow, United Kingdom; and Department of Neurology (L.G.), University of Iowa Hospitals and Clinics
| | - Mark Hamilton
- Department of Psychiatry (J.N.M., E.P., T.R.K., P.C.N.), University of Iowa Hospitals and Clinics; West of Scotland Clinical Genetics Service (M.H.), Queen Elizabeth University Hospital; Institute of Molecular, Cell and Systems Biology (M.H., S.A.C., D.G.M.), College of Medical, Veterinary and Life Sciences, University of Glasgow, United Kingdom; and Department of Neurology (L.G.), University of Iowa Hospitals and Clinics
| | - Timothy R Koscik
- Department of Psychiatry (J.N.M., E.P., T.R.K., P.C.N.), University of Iowa Hospitals and Clinics; West of Scotland Clinical Genetics Service (M.H.), Queen Elizabeth University Hospital; Institute of Molecular, Cell and Systems Biology (M.H., S.A.C., D.G.M.), College of Medical, Veterinary and Life Sciences, University of Glasgow, United Kingdom; and Department of Neurology (L.G.), University of Iowa Hospitals and Clinics
| | - Laurie Gutmann
- Department of Psychiatry (J.N.M., E.P., T.R.K., P.C.N.), University of Iowa Hospitals and Clinics; West of Scotland Clinical Genetics Service (M.H.), Queen Elizabeth University Hospital; Institute of Molecular, Cell and Systems Biology (M.H., S.A.C., D.G.M.), College of Medical, Veterinary and Life Sciences, University of Glasgow, United Kingdom; and Department of Neurology (L.G.), University of Iowa Hospitals and Clinics
| | - Sarah A Cumming
- Department of Psychiatry (J.N.M., E.P., T.R.K., P.C.N.), University of Iowa Hospitals and Clinics; West of Scotland Clinical Genetics Service (M.H.), Queen Elizabeth University Hospital; Institute of Molecular, Cell and Systems Biology (M.H., S.A.C., D.G.M.), College of Medical, Veterinary and Life Sciences, University of Glasgow, United Kingdom; and Department of Neurology (L.G.), University of Iowa Hospitals and Clinics
| | - Darren G Monckton
- Department of Psychiatry (J.N.M., E.P., T.R.K., P.C.N.), University of Iowa Hospitals and Clinics; West of Scotland Clinical Genetics Service (M.H.), Queen Elizabeth University Hospital; Institute of Molecular, Cell and Systems Biology (M.H., S.A.C., D.G.M.), College of Medical, Veterinary and Life Sciences, University of Glasgow, United Kingdom; and Department of Neurology (L.G.), University of Iowa Hospitals and Clinics
| | - Peggy C Nopoulos
- Department of Psychiatry (J.N.M., E.P., T.R.K., P.C.N.), University of Iowa Hospitals and Clinics; West of Scotland Clinical Genetics Service (M.H.), Queen Elizabeth University Hospital; Institute of Molecular, Cell and Systems Biology (M.H., S.A.C., D.G.M.), College of Medical, Veterinary and Life Sciences, University of Glasgow, United Kingdom; and Department of Neurology (L.G.), University of Iowa Hospitals and Clinics
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van der Plas E, Schubert R, Reilmann R, Nopoulos PC. A Feasibility Study of Quantitative Motor Assessments in Children Using the Q-Motor Suite. J Huntingtons Dis 2020; 8:333-338. [PMID: 31256146 DOI: 10.3233/jhd-190353] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Q-Motor is utilized across various clinical trials in adults with Huntington's disease (HD) to provide quantitative, reliable assessments of motor abilities. With gene-knockdown therapies entering the clinic, development of preventative therapies for pediatric carriers of the HD mutation seems imminent. It is currently unclear if Q-Motor is useful for tracking changes in motor abilities in pediatric HD patients or at-risk youth, as most assessments have never been administered in children. We demonstrate the feasibility of administering Q-Motor tasks in a sample of children recruited from the community, and we show that Q-Motor is sensitive to age-related changes in motor abilities.
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Affiliation(s)
- Ellen van der Plas
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA, USA
| | | | - Ralf Reilmann
- George Huntington Institute, Muenster, Germany.,Department of Radiology, University of Muenster, Muenster, Germany.,Department of Neurodegenerative Diseases and Hertie-Institute for Clinical Brain Research, University of Tuebingen, Tuebingen, Germany
| | - Peggy C Nopoulos
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA, USA
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van der Plas E, Hamilton MJ, Miller JN, Koscik TR, Long JD, Cumming S, Povilaikaite J, Farrugia ME, McLean J, Jampana R, Magnotta VA, Gutmann L, Monckton DG, Nopoulos PC. Brain Structural Features of Myotonic Dystrophy Type 1 and their Relationship with CTG Repeats. J Neuromuscul Dis 2020; 6:321-332. [PMID: 31306140 PMCID: PMC7480174 DOI: 10.3233/jnd-190397] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Background Few adequately-powered studies have systematically evaluated brain morphology in adult-onset myotonic dystrophy type 1 (DM1). Objective The goal of the present study was to determine structural brain differences between individuals with and without adult-onset DM1 in a multi-site, case-controlled cohort. We also explored correlations between brain structure and CTG repeat length. Methods Neuroimaging data was acquired in 58 unaffected individuals (29 women) and 79 individuals with DM1 (50 women). CTG repeat length, expressed as estimated progenitor allele length (ePAL), was determined by small pool PCR. Statistical models were adjusted for age, sex, site, and intracranial volume (ICV). Results ICV was reduced in DM1 subjects compared with controls. Accounting for the difference in ICV, the DM1 group exhibited smaller volume in frontal grey and white matter, parietal grey matter as well as smaller volume of the corpus callosum, thalamus, putamen, and accumbens. In contrast, volumes of the hippocampus and amygdala were significantly larger in DM1. Greater ePAL was associated with lower volumes of the putamen, occipital grey matter, and thalamus. A positive ePAL association was observed for amygdala volume and cerebellar white matter. Conclusions Smaller ICV may be a marker of aberrant neurodevelopment in adult-onset DM1. Volumetric analysis revealed morphological differences, some associated with CTG repeat length, in structures with plausible links to key DM1 symptoms including cognitive deficits and excessive daytime somnolence. These data offer further insights into the basis of CNS disease in DM1, and highlight avenues for further work to identify therapeutic targets and imaging biomarkers.
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Affiliation(s)
- Ellen van der Plas
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA, USA
| | - Mark J Hamilton
- West of Scotland Clinical Genetics Service, Queen Elizabeth University Hospital, Glasgow, UK.,Institute of Molecular, Cell and Systems Biology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Jacob N Miller
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA, USA
| | - Timothy R Koscik
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA, USA
| | - Jeffrey D Long
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA, USA.,Department of Biostatistics, University of Iowa, College of Public Health, Iowa City, IA, USA
| | - Sarah Cumming
- Institute of Molecular, Cell and Systems Biology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Julija Povilaikaite
- Institute of Molecular, Cell and Systems Biology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Maria Elena Farrugia
- Department of Neurology, Institute of Neurological Sciences, Queen Elizabeth University Hospital, Glasgow, UK
| | - John McLean
- Department of Neuroradiology, Institute of Neurological Sciences, Queen Elizabeth University Hospital, Glasgow, UK
| | - Ravi Jampana
- Department of Neuroradiology, Institute of Neurological Sciences, Queen Elizabeth University Hospital, Glasgow, UK
| | - Vincent A Magnotta
- Department of Radiology, University of Iowa Hospital and Clinics, Iowa City, IA, USA
| | - Laurie Gutmann
- Department of Neurology, University of Iowa Hospital and Clinics, Iowa City, IA, USA
| | - Darren G Monckton
- Institute of Molecular, Cell and Systems Biology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Peggy C Nopoulos
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA, USA
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Langbehn KE, van der Plas E, Moser DJ, Long JD, Gutmann L, Nopoulos PC. Cognitive function and its relationship with brain structure in myotonic dystrophy type 1. J Neurosci Res 2020; 99:190-199. [PMID: 32056295 DOI: 10.1002/jnr.24595] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2019] [Revised: 01/06/2020] [Accepted: 02/02/2020] [Indexed: 11/09/2022]
Abstract
Studies have shown relationships between white matter abnormalities and cognitive dysfunction in myotonic dystrophy type 1 (DM1), but comprehensive analysis of potential structure-function relationships are lacking. Fifty adult-onset DM1 individuals (33 female) and 68 unaffected adults (45 female) completed the Wechsler Adult Intelligence Scale-IV (WAIS-IV) to determine the levels and patterns of intellectual functioning. Neuroimages were acquired with a 3T scanner and were processed with BrainsTools. Regional brain volumes (regions of interest, ROIs) were adjusted for inter-scanner variation and intracranial volume. Linear regression models were conducted to assess if group by ROI interaction terms significantly predicted WAIS-IV composite scores. Models were adjusted for age and sex. The DM1 group had lower Perceptual Reasoning Index (PRI), Working Memory Index (WMI), and Processing Speed Index (PSI) scores than the unaffected group (PRI t(113) = -3.28, p = 0.0014; WMI t(114) = -3.49, p = 0.0007; PSI t(114) = -2.98, p = 0.0035). The group by hippocampus interaction term was significant for both PRI and PSI (PRI (t(111) = -2.82, p = 0.0057; PSI (t(112) = -2.87, p = 0.0049)). There was an inverse association between hippocampal volume and both PRI and PSI in the DM1 group (the higher the volume, the lower the intelligence quotient scores), but no such association was observed in the unaffected group. Enlarged hippocampal volume may underlie some aspects of cognitive dysfunction in adult-onset DM1, suggesting that increased volume of the hippocampus may be pathological.
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Affiliation(s)
- Kathleen E Langbehn
- Psychiatry Department, University of Iowa Hospitals & Clinics, Iowa City, IA, USA
| | - Ellen van der Plas
- Psychiatry Department, University of Iowa Hospitals & Clinics, Iowa City, IA, USA
| | - David J Moser
- Psychiatry Department, University of Iowa Hospitals & Clinics, Iowa City, IA, USA
| | - Jeffrey D Long
- Psychiatry Department, University of Iowa Hospitals & Clinics, Iowa City, IA, USA
| | - Laurie Gutmann
- Neurology Department, University of Iowa Hospitals & Clinics, Iowa City, IA, USA
| | - Peggy C Nopoulos
- Psychiatry Department, University of Iowa Hospitals & Clinics, Iowa City, IA, USA.,Neurology Department, University of Iowa Hospitals & Clinics, Iowa City, IA, USA
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Tereshchenko A, van der Plas E, Mathews KD, Epping E, Conrad AL, Langbehn DR, Nopoulos P. Developmental Trajectory of Height, Weight, and BMI in Children and Adolescents at Risk for Huntington's Disease: Effect of mHTT on Growth. J Huntingtons Dis 2020; 9:245-251. [PMID: 32894247 PMCID: PMC7683066 DOI: 10.3233/jhd-200407] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND The gene (Huntingtin or HTT) causing Huntington's disease (HD) is vital for development and is expressed throughout the brain and body lifelong. The mutant form (mHTT) may influence growth and development. OBJECTIVE To determine the impact of mHTT on human measures of growth, including height, weight, and body mass index (BMI), between child and adolescent carriers of mHTT and control peers. METHODS Children ages 6-18 years of age (n = 186) at risk for HD were enrolled in the KidsHD study. For research purposes only, genetic testing was performed to classify participants as Gene-Expanded (GE = 78) or as Gene Non-Expanded (GNE = 108). Outcome measures included height, weight, and body mass index (BMI). Mixed models were used to determine if non-linear age trends differed between groups for BMI, height, and weight. RESULTS Differences were seen in the trajectory of BMI in which the GE group reached a plateau in late adolescence with no further increase, compared with a nearly linear increase in the GNE group. There was a significant sex interaction pattern where GE males were taller than GNE males in adolescence, in the presence of similar weight. In contrast, GE females weighed significantly less than their GNE counterparts in adolescence, in the presence of similar height. CONCLUSION Measures of growth are abnormal in child and adolescent carriers of mHTT, decades before HD onset. Although further studies are needed for replication, the current findings suggest that developmental aberrations may be systemic and a vital part of disease pathology.
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Affiliation(s)
- Alexander Tereshchenko
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Ellen van der Plas
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Katherine D. Mathews
- Department of Pediatrics, University of Iowa Carver College of Medicine, Iowa City, IA, USA
- Department of Neurology, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Eric Epping
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Amy L. Conrad
- Department of Pediatrics, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Douglas R. Langbehn
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA, USA
- University of Iowa College of Public Health Administration, Iowa City, IA, USA
| | - Peg Nopoulos
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA, USA
- Department of Pediatrics, University of Iowa Carver College of Medicine, Iowa City, IA, USA
- Department of Neurology, University of Iowa Carver College of Medicine, Iowa City, IA, USA
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van der Plas E, Langbehn DR, Conrad AL, Koscik TR, Tereshchenko A, Epping EA, Magnotta VA, Nopoulos PC. Abnormal brain development in child and adolescent carriers of mutant huntingtin. Neurology 2019; 93:e1021-e1030. [PMID: 31371571 DOI: 10.1212/wnl.0000000000008066] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Accepted: 05/20/2019] [Indexed: 12/17/2022] Open
Abstract
OBJECTIVE The huntingtin gene is critical for the formation and differentiation of the CNS, which raises questions about the neurodevelopmental effect of CAG expansion mutations within this gene (mHTT) that cause Huntington disease (HD). We sought to test the hypothesis that child and adolescent carriers of mHTT exhibit different brain growth compared to peers without the mutation by conducting structural MRI in youth who are at risk for HD. We also explored whether the length of CAG expansion affects brain development. METHODS Children and adolescents (age 6-18) with a parent or grandparent diagnosed with HD underwent MRI and blinded genetic testing to confirm the presence or absence of mHTT. Seventy-five individuals were gene-expanded (GE) and 97 individuals were gene-nonexpanded (GNE). The GE group was estimated to be on average 35 years from clinical onset. Following an accelerated longitudinal design, age-related changes in brain regions were estimated. RESULTS Age-related striatal volume changes differed significantly between the GE and GNE groups, with initial hypertrophy and more rapid volume decline in GE. This pattern was exaggerated with CAG expansion length for CAG > 50. A similar age-dependent group difference was observed for the globus pallidus, but not in other major regions. CONCLUSION Our results suggest that pathogenesis of HD begins with abnormal brain development. An understanding of potential neurodevelopmental features associated with mHTT may be needed for optimized implementation of preventative gene silencing therapies, such that normal aspects of neurodevelopment are preserved as neurodegeneration is forestalled.
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Affiliation(s)
- Ellen van der Plas
- From the Department of Psychiatry (E.v.d.P., T.R.K.), University of Iowa Hospitals & Clinics; and the Departments of Psychiatry (D.R.L., A.T., E.A.E., P.C.N.), Biostatistics (D.R.L., A.T.), and Radiology (V.A.M.) and Stead Family Department of Pediatrics (A.L.C.), University of Iowa, Iowa City.
| | - Douglas R Langbehn
- From the Department of Psychiatry (E.v.d.P., T.R.K.), University of Iowa Hospitals & Clinics; and the Departments of Psychiatry (D.R.L., A.T., E.A.E., P.C.N.), Biostatistics (D.R.L., A.T.), and Radiology (V.A.M.) and Stead Family Department of Pediatrics (A.L.C.), University of Iowa, Iowa City
| | - Amy L Conrad
- From the Department of Psychiatry (E.v.d.P., T.R.K.), University of Iowa Hospitals & Clinics; and the Departments of Psychiatry (D.R.L., A.T., E.A.E., P.C.N.), Biostatistics (D.R.L., A.T.), and Radiology (V.A.M.) and Stead Family Department of Pediatrics (A.L.C.), University of Iowa, Iowa City
| | - Timothy R Koscik
- From the Department of Psychiatry (E.v.d.P., T.R.K.), University of Iowa Hospitals & Clinics; and the Departments of Psychiatry (D.R.L., A.T., E.A.E., P.C.N.), Biostatistics (D.R.L., A.T.), and Radiology (V.A.M.) and Stead Family Department of Pediatrics (A.L.C.), University of Iowa, Iowa City
| | - Alexander Tereshchenko
- From the Department of Psychiatry (E.v.d.P., T.R.K.), University of Iowa Hospitals & Clinics; and the Departments of Psychiatry (D.R.L., A.T., E.A.E., P.C.N.), Biostatistics (D.R.L., A.T.), and Radiology (V.A.M.) and Stead Family Department of Pediatrics (A.L.C.), University of Iowa, Iowa City
| | - Eric A Epping
- From the Department of Psychiatry (E.v.d.P., T.R.K.), University of Iowa Hospitals & Clinics; and the Departments of Psychiatry (D.R.L., A.T., E.A.E., P.C.N.), Biostatistics (D.R.L., A.T.), and Radiology (V.A.M.) and Stead Family Department of Pediatrics (A.L.C.), University of Iowa, Iowa City
| | - Vincent A Magnotta
- From the Department of Psychiatry (E.v.d.P., T.R.K.), University of Iowa Hospitals & Clinics; and the Departments of Psychiatry (D.R.L., A.T., E.A.E., P.C.N.), Biostatistics (D.R.L., A.T.), and Radiology (V.A.M.) and Stead Family Department of Pediatrics (A.L.C.), University of Iowa, Iowa City
| | - Peggy C Nopoulos
- From the Department of Psychiatry (E.v.d.P., T.R.K.), University of Iowa Hospitals & Clinics; and the Departments of Psychiatry (D.R.L., A.T., E.A.E., P.C.N.), Biostatistics (D.R.L., A.T.), and Radiology (V.A.M.) and Stead Family Department of Pediatrics (A.L.C.), University of Iowa, Iowa City
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Spencer Noakes TL, Przybycien TS, Forwell A, Nicholls C, Zhou YQ, Butcher DT, Weksberg R, Guger SL, Spiegler BJ, Schachar RJ, Hitzler J, Ito S, van der Plas E, Nieman BJ. Brain Development and Heart Function after Systemic Single-Agent Chemotherapy in a Mouse Model of Childhood Leukemia Treatment. Clin Cancer Res 2018; 24:6040-6052. [PMID: 30054283 DOI: 10.1158/1078-0432.ccr-18-0551] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Revised: 06/19/2018] [Accepted: 07/24/2018] [Indexed: 11/16/2022]
Abstract
PURPOSE Chemotherapy for childhood acute lymphoblastic leukemia (ALL) can cause late-appearing side effects in survivors that affect multiple organs, including the heart and brain. However, the complex ALL treatment regimen makes it difficult to isolate the causes of these side effects and impossible to separate the contributions of individual chemotherapy agents by clinical observation. Using a mouse model, we therefore assessed each of eight representative, systemically-administered ALL chemotherapy agents for their impact on postnatal brain development and heart function. EXPERIMENTAL DESIGN Mice were treated systemically with a single chemotherapy agent at an infant equivalent age, then allowed to age to early adulthood (9 weeks). Cardiac structure and function were assessed using in vivo high-frequency ultrasound, and brain anatomy was assessed using high-resolution volumetric ex vivo MRI. In addition, longitudinal in vivo MRI was used to determine the time course of developmental change after vincristine treatment. RESULTS Vincristine, doxorubicin, and methotrexate were observed to produce the greatest deficiencies in brain development as determined by volumes measured on MRI, whereas doxorubicin, methotrexate, and l-asparaginase altered heart structure or function. Longitudinal studies of vincristine revealed widespread volume loss immediately following treatment and impaired growth over time in several brain regions. CONCLUSIONS Multiple ALL chemotherapy agents can affect postnatal brain development or heart function. This study provides a ranking of agents based on potential toxicity, and thus highlights a subset likely to cause side effects in early adulthood for further study.
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Affiliation(s)
- T Leigh Spencer Noakes
- Mouse Imaging Centre, The Hospital for Sick Children, Toronto, Ontario, Canada.
- Translational Medicine, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
| | - Thomas S Przybycien
- Haematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Amanda Forwell
- Mouse Imaging Centre, The Hospital for Sick Children, Toronto, Ontario, Canada
- The University of Waterloo, Waterloo, Ontario, Canada
| | - Connor Nicholls
- Mouse Imaging Centre, The Hospital for Sick Children, Toronto, Ontario, Canada
- The University of Waterloo, Waterloo, Ontario, Canada
| | - Yu-Qing Zhou
- Mouse Imaging Centre, The Hospital for Sick Children, Toronto, Ontario, Canada
- Ted Rogers Centre for Heart Research, Translational Biology and Engineering Program, The University of Toronto, Ontario, Canada
| | - Darci T Butcher
- Genetics & Genome Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
| | - Rosanna Weksberg
- Haematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Genetics & Genome Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
- Clinical and Metabolic Genetics, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
- Department of Molecular Genetics, The University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Sciences, The University of Toronto, Toronto, Ontario, Canada
| | - Sharon L Guger
- Department of Molecular Genetics, The University of Toronto, Toronto, Ontario, Canada
| | - Brenda J Spiegler
- Department of Psychology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Pediatrics, Faculty of Medicine, The University of Toronto, Toronto, Ontario, Canada
| | - Russell J Schachar
- Department of Psychiatry, The Hospital for Sick Children, Toronto, Ontario, Canada
- Psychiatry Research, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Johann Hitzler
- Translational Medicine, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
- Department of Pediatrics, Faculty of Medicine, The University of Toronto, Toronto, Ontario, Canada
- Development and Stem Cell Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
| | - Shinya Ito
- Translational Medicine, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
- Clinical Pharmacology and Toxicology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Pharmacology and Toxicology, Faculty of Medicine, The University of Toronto, Toronto, Ontario, Canada
| | - Ellen van der Plas
- Department of Psychiatry, The University of Iowa Hospital and Clinics, Iowa City, Iowa
| | - Brian J Nieman
- Mouse Imaging Centre, The Hospital for Sick Children, Toronto, Ontario, Canada
- Translational Medicine, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
- Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, Ontario, Canada
- Ontario Institute for Cancer Research, Toronto, Ontario, Canada
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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van der Plas E, Dupuis A, Arnold P, Crosbie J, Schachar R. Association of Autism Spectrum Disorder with Obsessive-Compulsive and Attention-Deficit/Hyperactivity Traits and Response Inhibition in a Community Sample. J Autism Dev Disord 2016; 46:3115-25. [DOI: 10.1007/s10803-016-2853-y] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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van der Plas E, Nieman BJ, Butcher DT, Hitzler JK, Weksberg R, Ito S, Schachar R. Neurocognitive Late Effects of Chemotherapy in Survivors of Acute Lymphoblastic Leukemia: Focus on Methotrexate. J Can Acad Child Adolesc Psychiatry 2015; 24:25-32. [PMID: 26336377 PMCID: PMC4357331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 07/08/2013] [Accepted: 07/30/2014] [Indexed: 06/05/2023]
Abstract
Childhood cancer survivors frequently experience long-lasting consequences of chemotherapy on health outcomes. Neurocognitive late effects of chemotherapy occur in 40 - 60% of acute lymphoblastic leukemia (ALL) survivors. These deficits affect mental health, school performance, job success, and are associated with poor quality of life, therefore presenting a clinical challenge for psychiatrists. However, not all cancer survivors are impacted by treatment in the same manner and emerging evidence suggests that genetic variation may modulate neurocognitive outcomes. Much like other complex psychopathologies, neurocognitive deficits in cancer survivors are the result of complex interactions between genetic and environmental variables. This review describes adverse neurocognitive outcomes observed in survivors of acute lymphoblastic leukemia (ALL) and discusses genetic variability in biochemical pathways targeted by chemotherapeutic agents as a possible mechanism contributing to psychopathology in ALL survivors.
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Affiliation(s)
- Ellen van der Plas
- Psychiatry Department, The Hospital for Sick Children, Toronto, Ontario
- Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, Ontario
| | - Brian J. Nieman
- Mouse Imaging Centre, The Hospital for Sick Children, Toronto, Ontario
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario
| | - Darci T. Butcher
- Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario
| | - Johann K. Hitzler
- Division of Haematology/Oncology and Cancer and Blood, Department of Pediatrics, the Hospital for Sick Children, Toronto, Ontario
| | - Rosanna Weksberg
- Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario
- Division of Clinical and Metabolic Genetics, Department of Paediatrics, the Hospital for Sick Children, Toronto, Ontario
- Institute of Medical Science, The University of Toronto, Toronto, Ontario
| | - Shinya Ito
- Division of Clinical Pharmacology and Toxicology, Department of Paediatrics, the Hospital for Sick Children, Toronto, Ontario
| | - Russell Schachar
- Psychiatry Department, The Hospital for Sick Children, Toronto, Ontario
- Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, Ontario
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Abstract
Social isolation is common among individuals with isolated cleft lip and palate (ICLP), but the available data on why this may be are mixed. We present a novel theory relating to reduced social motivation in ICLP, called the social abulia hypothesis. Based on this hypothesis, we predicted that reduced social motivation would lead to reduced responsiveness to negative social feedback, in terms of both explicit responses and noncontrolled, psychophysiological responses. Twenty males with ICLP and 20 normal comparison males between 13 and 25 years old participated in the study. Social motivation was examined by measuring participants' response to negative social feedback (social exclusion). Additionally, psychophysiological reactivity to positive and negative social stimuli was measured. In order to rule out other potential contributors to social isolation, we tested basic social perception, emotion recognition, and social anxiety. In line with the social abulia hypothesis, we show that negative social feedback had less of an effect on males with ICLP than on healthy male peers, which was evident in explicit responses and noncontrolled, psychophysiological responses to negative social feedback. Our results could not be attributed to problems in social perception, a lack of understanding facial expressions, or increased social anxiety, as groups did not differ on these constructs. This study suggests that current views on social isolation in ICLP may need to be reconsidered to include the possibility that isolation in this population may be the direct result of reduced social motivation.
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Affiliation(s)
- Ellen van der Plas
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, IA, USA.
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Abstract
OBJECTIVE To evaluate potential abnormalities in brain structure of children and adolescents with unilateral clefts. DESIGN Case-control study. SETTING Tertiary care center. PARTICIPANTS Boys aged 7 to 17 years with right (n=14) and left (n=19) clefts were compared with healthy age-matched boys (n=57). MAIN EXPOSURES Structural brain measures were obtained using magnetic resonance imaging. OUTCOME MEASURE It was explored whether laterality of clefts had a significant effect on brain structure. To this end, volumes of tissue types and various brain regions were evaluated. RESULTS Total white matter was significantly lower in boys with right clefts compared with boys with left clefts and healthy boys. Gross regional analyses demonstrated that reductions in white matter were evident in both the cerebellum and the cerebrum in boys with right clefts. Furthermore, within the cerebrum, white matter volumes were particularly low in the frontal lobes and the occipital lobes. CONCLUSIONS These preliminary results suggest that right clefts may be associated with more abnormalities in brain structure. More generally, laterality of a birth defect may have a significant effect on a developing organism.
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Affiliation(s)
- Ellen van der Plas
- Department of Psychiatry, University of Iowa Hospital and Clinics, 200 Hawkins Dr, W278 GH, Iowa City, IA 52242, USA.
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