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Albers EAC, de Ligt KM, van der Ploeg IMC, Wouters MJWM, Schagen SB, van de Poll-Franse LV. Screening for cognitive impairment in routine clinical oncology practice: a pilot study using patient-reported outcome measures and online cognitive testing in melanoma and breast cancer patients. Support Care Cancer 2025; 33:273. [PMID: 40074888 DOI: 10.1007/s00520-025-09325-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Accepted: 03/02/2025] [Indexed: 03/14/2025]
Abstract
PURPOSE This pilot study aimed to identify patients with cognitive impairment by a stepped-care use of patient-reported outcome measures (PROMs) and complementary online cognitive tests implemented in routine clinical practice. METHODS Self-reported cognitive functioning was measured in breast cancer or melanoma patients, 6 months after start of treatment, with two items of the EORTC QLQ-C30. Scores below a predefined threshold of 75 indicated clinically relevant cognitive impairment. Subsequent objective cognitive functioning was assessed with an online test battery, consisting of seven tests. Impaired cognitive functioning was defined as a z score of ≤ - 1.5 on 2 or more tests, a z score of ≤ - 2 on one single test, or both. Descriptive statistics were used to analyze the prevalence of impairment. RESULTS In total, 261 patients completed PROMs 6 months after start treatment; 38/154 (25%) melanoma and 43/107 (40%) breast cancer patients reported clinically relevant self-reported cognitive impairment. Of them, 12/38 (32%) melanoma and 15/43 (35%) breast cancer patients opted for complementary online cognitive testing. Of those completing formal tests, objectively measured cognitive impairment was identified in 4/12 (33%) melanoma and 10/15 (67%) breast cancer patients. CONCLUSION A significant number of patients report cognitive problems 6 months after starting treatment. Only onethird was able and/or expressed the need for further diagnostics. Among those who were formally tested, 33-67% had cognitive impairment, which is 3-9% of the total group that completed PROMs in routine care. IMPLICATIONS FOR CANCER SURVIVORS This pilot study suggests that a stepped care pathway for cognitive problems is relevant and also mangable in terms of clinical care.
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Affiliation(s)
- E A C Albers
- Department of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands.
| | - K M de Ligt
- Department of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - I M C van der Ploeg
- Department of Surgical Oncology, Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - M J W M Wouters
- Department of Surgical Oncology, Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
- Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands
| | - S B Schagen
- Department of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
- Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
| | - L V van de Poll-Franse
- Department of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
- Deparment of Research and Development, Netherlands Comprehensive Cancer Organization, Utrecht, The Netherlands
- Department of Medical and Clinical Psychology, Center of Research on Psychological and Somatic Disorders (Corps), Tilburg University, Tilburg, The Netherlands
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Stricker NH, Frank RD, Boots EA, Fan WZ, Christianson TJ, Kremers WK, Stricker JL, Machulda MM, Fields JA, Lucas JA, Hassenstab J, Aduen PA, Day GS, Graff-Radford NR, Jack CR, Graff-Radford J, Petersen RC. Mayo Normative Studies: regression-based normative data for remote self-administration of the Stricker Learning Span, Symbols Test, and Mayo Test Drive Screening Battery Composite and validation in individuals with mild cognitive impairment and dementia. Clin Neuropsychol 2025:1-30. [PMID: 40069913 DOI: 10.1080/13854046.2025.2469340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Accepted: 02/15/2025] [Indexed: 03/19/2025]
Abstract
Objective: Few normative data for unsupervised, remotely-administered computerized cognitive measures are available. We examined variables to include in normative models for Mayo Test Drive (MTD, a multi-device remote cognitive assessment platform) measures, developed normative data, and validated the norms. Method: 1240 Cognitively Unimpaired (CU) adults ages 32-100 years (96% White) from the Mayo Clinic Study of Aging and Mayo Alzheimer's Disease Research Center with Clinical Dementia Rating® of 0 were included. We converted raw scores to normalized scaled scores and derived regression-based normative data adjusting for age, age2, sex, and education (base model); alternative norms are also provided (age + age2 + sex; age + age2). We assessed additional terms using an a priori cut-off of 1% variance improvement above the base model. We examined low test performance rates (< -1 SD) in independent validation samples (n = 167 CU, n = 64 mild cognitive impairment (MCI), n = 14 dementia). Rates were significantly different when 95% confidence intervals (CI) did not include the expected 14.7% base rate. Results: No model terms met the a priori cut-off beyond the base model, including device type, response input source (e.g. mouse, etc.), or session interference. Norms showed expected low performance rates in CU and greater rates of low performance in MCI and dementia in independent validation samples. Conclusion: Typical normative models appear appropriate for remote self-administered MTD measures and are sensitive to cognitive impairment. Device type and response input source did not explain enough variance for inclusion in normative models but are important for individual-level interpretation. Future work will increase the inclusion of individuals from under-represented groups.
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Affiliation(s)
- Nikki H Stricker
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Ryan D Frank
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Elizabeth A Boots
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Winnie Z Fan
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | | | - Walter K Kremers
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - John L Stricker
- Department of Information Technology, Mayo Clinic, Rochester, MN, USA
| | - Mary M Machulda
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Julie A Fields
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - John A Lucas
- Department of Psychiatry and Psychology, Mayo Clinic, Jacksonville, FL, USA
| | - Jason Hassenstab
- Department of Neurology and Psychological & Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
| | - Paula A Aduen
- Department of Psychiatry and Psychology, Mayo Clinic, Jacksonville, FL, USA
| | - Gregory S Day
- Department of Neurology, Mayo Clinic, Jacksonville, FL, USA
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Luijendijk MJ, Buijs SM, Jager A, Koolen SLW, van der Wall E, Schagen SB, Mathijssen RHJ. Effects of tamoxifen on cognitive function in patients with primary breast cancer. Br J Cancer 2025; 132:180-187. [PMID: 39592740 PMCID: PMC11747089 DOI: 10.1038/s41416-024-02914-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2024] [Revised: 11/07/2024] [Accepted: 11/13/2024] [Indexed: 11/28/2024] Open
Abstract
INTRODUCTION Tamoxifen may adversely affect cognitive function by interfering with estrogen action in the brain. Despite growing evidence for a relationship between tamoxifen and cognitive problems, findings remain inconclusive. While some tamoxifen-related side effects seem exposure-dependent with concentrations of tamoxifen or its main metabolite, endoxifen, this has never been investigated for cognitive function. We investigated cognitive function after two years of tamoxifen and its association with tamoxifen and endoxifen exposure. METHODS 135 women with breast cancer completed the Amsterdam Cognition Scan (ACS), an online neuropsychological test battery, after two years of tamoxifen. Test scores were converted to standardized Z-scores based on a matched 'no-cancer' control group. Tamoxifen and endoxifen concentrations and tamoxifen dose were regressed separately on cognitive functioning. RESULTS Patients reported mild cognitive complaints and had worse verbal learning, processing speed, executive functioning, and motor functioning compared to matched controls. After correcting for age, mean tamoxifen and endoxifen levels, as well as tamoxifen dose, were associated with worse performance on several cognitive domains. CONCLUSION Tamoxifen is adversely associated with objective as well as self-reported cognitive function, which may depend on the level of exposure to tamoxifen and endoxifen. Further research is warranted to confirm this hypothesis.
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Affiliation(s)
- Maryse J Luijendijk
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, the Netherlands.
| | - Sanne M Buijs
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - Agnes Jager
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - Stijn L W Koolen
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
- Department of Hospital Pharmacy, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Elsken van der Wall
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Sanne B Schagen
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Psychology, University of Amsterdam, Amsterdam, the Netherlands
| | - Ron H J Mathijssen
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
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Wragg E, Skirrow C, Dente P, Cotter J, Annas P, Lowther M, Backx R, Barnett J, Cree F, Kroll J, Cormack F. Generating normative data from web-based administration of the Cambridge Neuropsychological Test Automated Battery using a Bayesian framework. Front Digit Health 2024; 6:1294222. [PMID: 39371313 PMCID: PMC11451437 DOI: 10.3389/fdgth.2024.1294222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 07/12/2024] [Indexed: 10/08/2024] Open
Abstract
Introduction Normative cognitive data can distinguish impairment from healthy cognitive function and pathological decline from normal ageing. Traditional methods for deriving normative data typically require extremely large samples of healthy participants, stratifying test variation by pre-specified age groups and key demographic features (age, sex, education). Linear regression approaches can provide normative data from more sparsely sampled datasets, but non-normal distributions of many cognitive test results may lead to violation of model assumptions, limiting generalisability. Method The current study proposes a novel Bayesian framework for normative data generation. Participants (n = 728; 368 male and 360 female, age 18-75 years), completed the Cambridge Neuropsychological Test Automated Battery via the research crowdsourcing website Prolific.ac. Participants completed tests of visuospatial recognition memory (Spatial Working Memory test), visual episodic memory (Paired Associate Learning test) and sustained attention (Rapid Visual Information Processing test). Test outcomes were modelled as a function of age using Bayesian Generalised Linear Models, which were able to derive posterior distributions of the authentic data, drawing from a wide family of distributions. Markov Chain Monte Carlo algorithms generated a large synthetic dataset from posterior distributions for each outcome measure, capturing normative distributions of cognition as a function of age, sex and education. Results Comparison with stratified and linear regression methods showed converging results, with the Bayesian approach producing similar age, sex and education trends in the data, and similar categorisation of individual performance levels. Conclusion This study documents a novel, reproducible and robust method for describing normative cognitive performance with ageing using a large dataset.
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Affiliation(s)
- Elizabeth Wragg
- Clinical Science, Cambridge Cognition, Cambridge, United Kingdom
| | - Caroline Skirrow
- Clinical Science, Cambridge Cognition, Cambridge, United Kingdom
- School of Psychological Science, University of Bristol, Bristol, United Kingdom
| | - Pasquale Dente
- Clinical Science, Cambridge Cognition, Cambridge, United Kingdom
| | - Jack Cotter
- Clinical Science, Cambridge Cognition, Cambridge, United Kingdom
| | - Peter Annas
- Clinical Science, Cambridge Cognition, Cambridge, United Kingdom
- Research & Development, Lundbaek, Copenhagen, Denmark
| | - Milly Lowther
- Clinical Science, Cambridge Cognition, Cambridge, United Kingdom
- Institute of Cognitive Neuroscience, University College London, London, United Kingdom
| | - Rosa Backx
- Clinical Science, Cambridge Cognition, Cambridge, United Kingdom
| | - Jenny Barnett
- Clinical Science, Cambridge Cognition, Cambridge, United Kingdom
- Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
| | - Fiona Cree
- Clinical Science, Cambridge Cognition, Cambridge, United Kingdom
| | - Jasmin Kroll
- Clinical Science, Cambridge Cognition, Cambridge, United Kingdom
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5
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Stricker NH, Frank RD, Boots EA, Fan WZ, Christianson TJ, Kremers WK, Stricker JL, Machulda MM, Fields JA, Lucas JA, Hassenstab J, Aduen PA, Day GS, Graff-Radford NR, Jack CR, Graff-Radford J, Petersen RC. Mayo Normative Studies: regression-based normative data for remote self-administration of the Stricker Learning Span, Symbols Test and Mayo Test Drive Screening Battery Composite and validation in individuals with Mild Cognitive Impairment and dementia. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.09.14.24313641. [PMID: 39371118 PMCID: PMC11451624 DOI: 10.1101/2024.09.14.24313641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/08/2024]
Abstract
Objective Few normative data for unsupervised, remotely-administered computerized cognitive measures are available. We examined variables to include in normative models for Mayo Test Drive (a multi-device remote cognitive assessment platform) measures, developed normative data, and validated the norms. Method 1240 Cognitively Unimpaired (CU) adults ages 32-100-years (96% white) from the Mayo Clinic Study of Aging and Mayo Alzheimer's Disease Research Center with Clinical Dementia Rating® of 0 were included. We converted raw scores to normalized scaled scores and derived regression-based normative data adjusting for age, age2, sex and education (base model); alternative norms are also provided (age+age2+sex; age+age2). We assessed additional terms using an a priori cut-off of 1% variance improvement above the base model. We examined low test performance rates (<-1 standard deviation) in independent validation samples (n=167 CU, n=64 mild cognitive impairment (MCI), n=14 dementia). Rates were significantly different when 95% confidence intervals (CI) did not include the expected 14.7% base rate. Results No model terms met the a priori cut-off beyond the base model, including device type, response input source (e.g., mouse, etc.) or session interference. Norms showed expected low performance rates in CU and greater rates of low performance in MCI and dementia in independent validation samples. Conclusion Typical normative models appear appropriate for remote self-administered MTD measures and are sensitive to cognitive impairment. Device type and response input source did not explain enough variance for inclusion in normative models but are important for individual-level interpretation. Future work will increase inclusion of individuals from under-represented groups.
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Affiliation(s)
- Nikki H. Stricker
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
| | - Ryan D. Frank
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Elizabeth A. Boots
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
| | - Winnie Z. Fan
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Walter K. Kremers
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - John L. Stricker
- Department of Information Technology, Mayo Clinic, Rochester, Minnesota, USA
| | - Mary M. Machulda
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
| | - Julie A. Fields
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
| | - John A. Lucas
- Department of Psychiatry and Psychology, Mayo Clinic in Florida, Jacksonville, Florida, USA
| | - Jason Hassenstab
- Department of Neurology and Psychological & Brain Sciences, Washington University in St. Louis, Saint Louis, Missouri, USA
| | - Paula A. Aduen
- Department of Psychiatry and Psychology, Mayo Clinic in Florida, Jacksonville, Florida, USA
| | - Gregory S. Day
- Department of Neurology, Mayo Clinic in Florida, Jacksonville, Florida, USA
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Anandavadivelan P, Mijwel S, Wiklander M, Kjoe PLM, Luijendijk M, Bergh J, Rundqvist H, Wengstrom Y. Five-year follow-up of the OptiTrain trial on concurrent resistance and high-intensity interval training during chemotherapy for patients with breast cancer. Sci Rep 2024; 14:15333. [PMID: 38961182 PMCID: PMC11222517 DOI: 10.1038/s41598-024-65436-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Accepted: 06/20/2024] [Indexed: 07/05/2024] Open
Abstract
The protocol predefined aim of this study is to assess sustained effects of the OptiTrain trial on several health outcomes, 5 years after the baseline assessment. The OptiTrain study was a prospective, randomised controlled trial with 240 patients with breast cancer undergoing adjuvant chemotherapy that compared the effects of 16 weeks of two exercise programs, RT-HIIT and AT-HIIT, with usual care (UC). After a 5-year follow-up, eligible participants were evaluated for the primary outcome of cancer-related fatigue (CRF) and secondary outcomes including quality of life, symptoms, muscle strength, cardiorespiratory fitness, body mass, physical activity, and sedentary behavior. Statistical analysis was conducted using linear mixed models adjusted for baseline values. Tumour profile and menopausal status were additionally adjusted for CRF. Mean differences (MD), 95% confidence intervals (CIs), and standardized effect sizes (ES) were reported. At the 5-year follow-up, there were no statistically significant differences in total CRF between the intervention groups and the UC group. RT-HIIT reported significantly reduced pain sensitivity at the gluteus MD = 79.00 (95% CI 10.17, 147.83, ES = 0.55) compared to UC. Clinically meaningful differences for an increase in cognitive CRF and cardiorespiratory fitness were observed for the AT-HIIT versus UC group, and for lower limb strength for the RT-HIIT versus UC group, albeit without statistical significance. Engaging in targeted exercise during adjuvant chemotherapy for breast cancer provides short-term benefits in reducing fatigue and maintaining physical function. However, our 5-year follow-up indicates that these effects are limited in the long term. This underscores the need to support breast cancer survivors maintain their PA levels throughout their survivorship journey.
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Affiliation(s)
- Poorna Anandavadivelan
- Department of Neurobiology, Care Sciences and Society, Division of Nursing, Karolinska Institute, Stockholm, Sweden.
| | - Sara Mijwel
- Department of Neurobiology, Care Sciences and Society, Division of Nursing, Karolinska Institute, Stockholm, Sweden
- Department of Physical Performance, The Norwegian School of Sport Sciences, Oslo, Norway
| | - Maria Wiklander
- Department of Neurobiology, Care Sciences and Society, Division of Nursing, Karolinska Institute, Stockholm, Sweden
| | - Philippe Lee Meeuw Kjoe
- Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute-Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - Maryse Luijendijk
- Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute-Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - Jonas Bergh
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Breast Center, Karolinska University Hospital, Karolinska Comprehensive Cancer Center, Stockholm, Sweden
| | - Helene Rundqvist
- Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden
- Unit of Clinical Physiology, Karolinska University Hospital, Stockholm, Sweden
| | - Yvonne Wengstrom
- Department of Neurobiology, Care Sciences and Society, Division of Nursing, Karolinska Institute, Stockholm, Sweden
- Breast Center, Karolinska University Hospital, Karolinska Comprehensive Cancer Center, Stockholm, Sweden
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Agelink van Rentergem JA, Lee Meeuw Kjoe PR, Vermeulen IE, Schagen SB. Subgroups of cognitively affected and unaffected breast cancer survivors after chemotherapy: a data-driven approach. J Cancer Surviv 2024; 18:810-817. [PMID: 36639610 DOI: 10.1007/s11764-022-01310-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Accepted: 12/03/2022] [Indexed: 01/15/2023]
Abstract
PURPOSE It is assumed that a segment of breast cancer survivors are cognitively affected after chemotherapy. Our aim is to discover whether there is a qualitatively different cognitively affected subgroup of breast cancer survivors, or whether there are only quantitative differences between survivors in cognitive functioning. METHODS Latent profile analysis was applied to age-corrected neuropsychological data -measuring verbal memory, attention, speed, and executive functioning- from an existing sample of 62 breast cancer survivors treated with chemotherapy. Other clustering methods were applied as sensitivity analyses. Subgroup distinctness was established with posterior mean assignment probability and silhouette width. Simulations were used to calculate subgroup stability, posterior predictive checks to establish absolute fit of the subgrouping model. Subgrouping results were compared to traditional normative comparisons results. RESULTS Two subgroups were discovered. One had cognitive normal scores, the other -45%- had lower scores. Subgrouping results were consistent across clustering methods. The subgroups showed some overlap; 6% of survivors could fall in either. Subgroups were stable and described the data well. Results of the subgroup clustering model matched those of a traditional normative comparison method requiring small deviations on two cognitive domains. CONCLUSIONS We discovered that almost half of breast cancer survivors after chemotherapy form a cognitively affected subgroup, using a data-driven approach. This proportion is higher than previous studies using prespecified cutoffs observed. IMPLICATIONS FOR CANCER SURVIVORS A larger group of cancer survivors may be cognitively affected than previously recognized, and a less strict threshold for cognitive problems may be needed in this population.
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Affiliation(s)
- Joost A Agelink van Rentergem
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Plesmanlaan 121, Room H8.014, 1066 CX, Amsterdam, The Netherlands.
| | - Philippe R Lee Meeuw Kjoe
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Plesmanlaan 121, Room H8.014, 1066 CX, Amsterdam, The Netherlands
| | - Ivar E Vermeulen
- Department of Communication Science, Vrije Universiteit Amsterdam, De Boelelaan 1105, 1081 HV, Amsterdam, The Netherlands
| | - Sanne B Schagen
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Plesmanlaan 121, Room H8.014, 1066 CX, Amsterdam, The Netherlands
- Department of Psychology, University of Amsterdam, Nieuwe Achtergracht 129-B, 1018 WS, Amsterdam, The Netherlands
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Naaktgeboren WR, Koevoets EW, Stuiver MM, van Harten WH, Aaronson NK, van der Wall E, Velthuis M, Sonke G, Schagen SB, Groen WG, May AM. Effects of physical exercise during adjuvant chemotherapy for breast cancer on long-term tested and perceived cognition: results of a pragmatic follow-up study. Breast Cancer Res Treat 2024; 205:75-86. [PMID: 38285111 PMCID: PMC11062992 DOI: 10.1007/s10549-023-07220-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 12/10/2023] [Indexed: 01/30/2024]
Abstract
PURPOSE Cancer-related cognitive impairment (CRCI) following chemotherapy is commonly reported in breast cancer survivors, even years after treatment. Data from preclinical studies suggest that exercise during chemotherapy may prevent or diminish cognitive problems; however, clinical data are scarce. METHODS This is a pragmatic follow-up study of two original randomized trials, which compares breast cancer patients randomized to exercise during chemotherapy to non-exercise controls 8.5 years post-treatment. Cognitive outcomes include an online neuropsychological test battery and self-reported cognitive complaints. Cognitive performance was compared to normative data and expressed as age-adjusted z-scores. RESULTS A total of 143 patients participated in the online cognitive testing. Overall, cognitive performance was mildly impaired on some, but not all, cognitive domains, with no significant differences between groups. Clinically relevant cognitive impairment was present in 25% to 40% of all participants, regardless of study group. We observed no statistically significant effect of exercise, or being physically active during chemotherapy, on long-term cognitive performance or self-reported cognition, except for the task reaction time, which favored the control group (β = -2.04, 95% confidence interval: -38.48; -2.38). We observed no significant association between self-reported higher physical activity levels during chemotherapy or at follow-up and better cognitive outcomes. CONCLUSION In this pragmatic follow-up study, exercising and being overall more physically active during or after adjuvant chemotherapy for breast cancer was not associated with better tested or self-reported cognitive functioning, on average, 8.5 years after treatment. Future prospective studies are needed to document the complex relationship between exercise and CRCI in cancer survivors.
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Affiliation(s)
- Willeke R Naaktgeboren
- Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Emmie W Koevoets
- Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Martijn M Stuiver
- Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Center for Quality of Life, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Centre of Expertise Urban Vitality, Faculty of Health, Amsterdam University of Applied Sciences, Amsterdam, The Netherlands
| | - Wim H van Harten
- Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Department of Health Technology and Services Research, University of Twente, Enschede, The Netherlands
- Rijnstate Hospital, Arnhem, The Netherlands
| | - Neil K Aaronson
- Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | | | - Miranda Velthuis
- Netherlands Comprehensive Cancer Organisation, Utrecht, The Netherlands
| | - Gabe Sonke
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Sanne B Schagen
- Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Brain and Cognition Group, University of Amsterdam, Amsterdam, The Netherlands
| | - Wim G Groen
- Department of Medicine for Older People, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Aging & Later Life, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
- Amsterdam Movement Sciences, Ageing & Vitality, Rehabilitation & Development, Amsterdam, The Netherlands
| | - Anne M May
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.
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Klaver KM, Duijts SFA, Geusgens CAV, Aarts MJB, Ponds RWHM, van der Beek AJ, Schagen SB. Neuropsychological test performance and self-reported cognitive functioning associated with work-related outcomes in occupationally active cancer survivors with cognitive complaints. J Cancer Surviv 2024; 18:412-424. [PMID: 35776235 DOI: 10.1007/s11764-022-01223-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 06/06/2022] [Indexed: 10/17/2022]
Abstract
PURPOSE To assess cognitive functioning in occupationally active non-central nervous system cancer survivors with cognitive complaints using neuropsychological tests, and to investigate the association between (1) formally assessed cognitive functioning and self-reported work-related outcomes and (2) self-reported cognitive functioning at work and self-reported work-related outcomes. METHODS Baseline data of a multicenter, randomized controlled trial (n = 279) were used. Associations between neuropsychological test performance (Amsterdam Cognition Scan) and self-reported cognitive functioning (Cognitive Symptom Checklist-work) with work ability (Work Ability Index) and work functioning (Work Role Functioning Questionnaire) were examined using multivariate linear regression. RESULTS Thirty percent of cancer survivors had lower than expected performance on neuropsychological tests. Higher overall neuropsychological test performance was associated with better work ability (Cohen's f2 = 0.014) and physical functioning at work (Cohen's f2 = 0.13). Furthermore, higher motor performance was associated with better work ability (Cohen's f2 = 0.018). In addition, self-reported work-related cognitive complaints were associated with self-reported work-related outcomes (Cohen's f2 = 0.13-0.35). CONCLUSIONS The percentage of cancer survivors with lower than expected performance on neuropsychological tests exceeded the percentage expected in a normal population. This neuropsychological test performance was weakly associated with various aspects of work ability and work functioning. Stronger associations were found between self-reported cognitive functioning at work with self-reported work-related outcomes. IMPLICATIONS FOR CANCER SURVIVORS A cognitive rehabilitation approach that specifically aims at reducing cognitive symptoms at work could be a valuable part of interventions that aim to improve work-related outcomes. Trial registration The study is registered at ClinicalTrials.gov (NCT03900806) at 03 April 2019 (current status: ongoing), https://clinicaltrials.gov/ct2/show/NCT03900806?term=NCT03900806&draw=2&rank=1.
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Affiliation(s)
- Kete M Klaver
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
- Department of Public and Occupational Health, Amsterdam UMC location Vrije Universiteit, Amsterdam Public Health Research Institute, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Saskia F A Duijts
- Department of Public and Occupational Health, Amsterdam UMC location Vrije Universiteit, Amsterdam Public Health Research Institute, De Boelelaan 1117, Amsterdam, The Netherlands
- Department of Research & Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, The Netherlands
| | - Chantal A V Geusgens
- Department of Clinical and Medical Psychology, Zuyderland Medical Center, Sittard, The Netherlands
| | - Maureen J B Aarts
- Department of Medical Oncology, GROW-School for Oncology and Reproduction, Maastricht University, MC, Maastricht, The Netherlands
| | - Rudolf W H M Ponds
- Department of Medical Psychology, Amsterdam University Medical Center location Vrije Universiteit, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Allard J van der Beek
- Department of Public and Occupational Health, Amsterdam UMC location Vrije Universiteit, Amsterdam Public Health Research Institute, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Sanne B Schagen
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands.
- Brain and Cognition Group, University of Amsterdam, Amsterdam, The Netherlands.
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10
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Littman R, Hochman S, Kalanthroff E. Reliable affordances: A generative modeling approach for test-retest reliability of the affordances task. Behav Res Methods 2024; 56:1984-1993. [PMID: 37127802 PMCID: PMC10150680 DOI: 10.3758/s13428-023-02131-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/16/2023] [Indexed: 05/03/2023]
Abstract
The affordances task serves as an important tool for the assessment of cognition and visuomotor functioning, and yet its test-retest reliability has not been established. In the affordances task, participants attend to a goal-directed task (e.g., classifying manipulable objects such as cups and pots) while suppressing their stimulus-driven, irrelevant reactions afforded by these objects (e.g., grasping their handles). This results in cognitive conflicts manifesting at the task level and the response level. In the current study, we assessed the reliability of the affordances task for the first time. While doing so, we referred to the "reliability paradox," according to which behavioral tasks that produce highly replicable group-level effects often yield low test-retest reliability due to the inadequacy of traditional correlation methods in capturing individual differences between participants. Alongside the simple test-retest correlations, we employed a Bayesian generative model that was recently demonstrated to result in a more precise estimation of test-retest reliability. Two hundred and ninety-five participants completed an online version of the affordances task twice, with a one-week gap. Performance on the online version replicated results obtained under in-lab administrations of the task. While the simple correlation method resulted in weak test-retest measures of the different effects, the generative model yielded a good reliability assessment. The current results support the utility of the affordances task as a reliable behavioral tool for the assessment of group-level and individual differences in cognitive and visuomotor functioning. The results further support the employment of generative modeling in the study of individual differences.
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Affiliation(s)
- Ran Littman
- Department of Psychology, The Hebrew University of Jerusalem, Mt. Scopus, 91905, Jerusalem, Israel.
| | - Shachar Hochman
- Department of Psychology, The Hebrew University of Jerusalem, Mt. Scopus, 91905, Jerusalem, Israel.
- Department of Psychology, Ben-Gurion University of the Negev, Beer-Sheva, Israel.
- School of Psychology, University of Surrey, Guildford, GU2 7XH, UK.
| | - Eyal Kalanthroff
- Department of Psychology, The Hebrew University of Jerusalem, Mt. Scopus, 91905, Jerusalem, Israel
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11
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Klaver KM, Duijts SFA, Geusgens CAV, Kieffer JM, Agelink van Rentergem J, Hendriks MP, Nuver J, Marsman HA, Poppema BJ, Oostergo T, Doeksen A, Aarts MJB, Ponds RWHM, van der Beek AJ, Schagen SB. Internet-based cognitive rehabilitation for working cancer survivors: results of a multicenter randomized controlled trial. JNCI Cancer Spectr 2024; 8:pkad110. [PMID: 38273712 PMCID: PMC10868395 DOI: 10.1093/jncics/pkad110] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 12/11/2023] [Accepted: 12/18/2023] [Indexed: 01/27/2024] Open
Abstract
BACKGROUND Cognitive problems contribute to decline in work performance. We evaluated (1) the effectiveness of basic self-management and extensive therapist-guided online cognitive rehabilitation on attainment of individually predetermined work-related goals among occupationally active cancer survivors, and (2) whether effectiveness of the programs differed for survivors with and without formal cognitive impairment. METHODS In a 3-arm randomized controlled trial (NCT03900806), 279 non-central nervous system cancer survivors with cognitive complaints were assigned to the basic program (n = 93), the extensive program (n = 93), or a waiting-list control group (n = 93). Participants completed measurements pre-randomization (T0), 12 weeks post-randomization upon program completion (T1), and 26 weeks post-randomization (T2). Mixed-effects modeling was used to compare intervention groups with the control group on goal attainment, and on self-perceived cognitive problems, work ability, and health-related quality of life. RESULTS Participants in the extensive program achieved their predetermined goals better than those in the control group, at short- and long-term follow-up (effect size [ES] = .49; P < .001; ES = .34; P = .014). They also had fewer recovery needs after work (ES = -.21; P = .011), more vitality (ES = .20; P = .018), and better physical role functioning (ES = .0.43 P = .015) than controls. At long-term follow-up, this finding persisted for physical role functioning (ES = .42; P = .034). The basic program elicited a small positive nonsignificant short-term (not long-term) effect on goal attainment for those with adequate adherence (ES = .28, P = .053). Effectiveness of the programs did not differ for patients with or without cognitive impairment. CONCLUSIONS Internet-based therapist-guided extensive cognitive rehabilitation improves work-related goal attainment. Considering the prevalence of cognitive problems in survivors, it is desirable to implement this program.
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Affiliation(s)
- Kete M Klaver
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Public and Occupational Health, Amsterdam University Medical Center location Vrije Universiteit, Amsterdam, the Netherlands
- Amsterdam Public Health Research Institute, Societal Participation and Health, Amsterdam, the Netherlands
| | - Saskia F A Duijts
- Department of Public and Occupational Health, Amsterdam University Medical Center location Vrije Universiteit, Amsterdam, the Netherlands
- Amsterdam Public Health Research Institute, Societal Participation and Health, Amsterdam, the Netherlands
- Department of Research and Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, the Netherlands
- Department of Medical Psychology, Amsterdam University Medical Center location Vrije Universiteit, Amsterdam, Amsterdam, the Netherlands
| | - Chantal A V Geusgens
- Department of Medical Psychology, Zuyderland Medical Center, Sittard, the Netherlands
| | - Jacobien M Kieffer
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Joost Agelink van Rentergem
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Mathijs P Hendriks
- Department of Medical Oncology, Northwest Clinics, Alkmaar, the Netherlands
| | - Janine Nuver
- Department of Medical Oncology, University Medical Center Groningen, Groningen, the Netherlands
| | | | - Boelo J Poppema
- Department of Medical Oncology, Ommelander Hospital Group, Groningen, the Netherlands
| | - Tanja Oostergo
- Department of Medical Oncology, Diakonessenhuis Utrecht, Utrecht, the Netherlands
| | - Annemiek Doeksen
- Department of Surgery, St Antonius Hospital, Utrecht, the Netherlands
| | - Maureen J B Aarts
- Department of Medical Oncology, GROW-School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Rudolf W H M Ponds
- Department of Medical Psychology, Amsterdam University Medical Center location Vrije Universiteit, Amsterdam, Amsterdam, the Netherlands
| | - Allard J van der Beek
- Department of Public and Occupational Health, Amsterdam University Medical Center location Vrije Universiteit, Amsterdam, the Netherlands
- Amsterdam Public Health Research Institute, Societal Participation and Health, Amsterdam, the Netherlands
| | - Sanne B Schagen
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Psychology, University of Amsterdam, Amsterdam, the Netherlands
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12
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Valiente M, Ortega-Paino E. Updating cancer research with patient-focused networks. Trends Cancer 2024; 10:1-4. [PMID: 37802739 PMCID: PMC10777485 DOI: 10.1016/j.trecan.2023.09.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 09/13/2023] [Accepted: 09/14/2023] [Indexed: 10/08/2023]
Abstract
Multidisciplinary patient-centered networks offer access to difficult-to-get samples and initiate projects from human material. Improving such networks to include 'living' samples could be transformative, not only for research but for clinical trial design, especially when focused on unmet clinical needs, such as brain metastasis.
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Affiliation(s)
- Manuel Valiente
- Brain Metastasis Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain; RENACER, Madrid, Spain.
| | - Eva Ortega-Paino
- RENACER, Madrid, Spain; Biobank, Spanish National Cancer Research Centre (CNIO), Madrid, Spain.
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13
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Setiadi TM, Marsman JBC, Martens S, Tumati S, Opmeer EM, Reesink FE, De Deyn PP, Atienza M, Aleman A, Cantero JL. Alterations in Gray Matter Structural Networks in Amnestic Mild Cognitive Impairment: A Source-Based Morphometry Study. J Alzheimers Dis 2024; 101:61-73. [PMID: 39093069 PMCID: PMC11380280 DOI: 10.3233/jad-231196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/04/2024]
Abstract
Background Amnestic mild cognitive impairment (aMCI), considered as the prodromal stage of Alzheimer's disease, is characterized by isolated memory impairment and cerebral gray matter volume (GMV) alterations. Previous structural MRI studies in aMCI have been mainly based on univariate statistics using voxel-based morphometry. Objective We investigated structural network differences between aMCI patients and cognitively normal older adults by using source-based morphometry, a multivariate approach that considers the relationship between voxels of various parts of the brain. Methods Ninety-one aMCI patients and 80 cognitively normal controls underwent structural MRI and neuropsychological assessment. Spatially independent components (ICs) that covaried between participants were estimated and a multivariate analysis of covariance was performed with ICs as dependent variables, diagnosis as independent variable, and age, sex, education level, and site as covariates. Results aMCI patients exhibited reduced GMV in the precentral, temporo-cerebellar, frontal, and temporal network, and increased GMV in the left superior parietal network compared to controls (pFWER < 0.05, Holm-Bonferroni correction). Moreover, we found that diagnosis, more specifically aMCI, moderated the positive relationship between occipital network and Mini-Mental State Examination scores (pFWER < 0.05, Holm-Bonferroni correction). Conclusions Our results showed GMV alterations in temporo-fronto-parieto-cerebellar networks in aMCI, extending previous results obtained with univariate approaches.
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Affiliation(s)
- Tania M Setiadi
- Department of Biomedical Sciences of Cells & Systems, Cognitive Neuroscience Center, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Jan-Bernard C Marsman
- Department of Biomedical Sciences of Cells & Systems, Cognitive Neuroscience Center, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Sander Martens
- Department of Biomedical Sciences of Cells & Systems, Cognitive Neuroscience Center, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Shankar Tumati
- Department of Biomedical Sciences of Cells & Systems, Cognitive Neuroscience Center, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Neuropsychopharmacology Research Group, Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada
| | - Esther M Opmeer
- Department of Biomedical Sciences of Cells & Systems, Cognitive Neuroscience Center, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Department of Health and Welfare, Windesheim University of Applied Sciences, Zwolle, The Netherlands
| | - Fransje E Reesink
- Department of Neurology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Peter P De Deyn
- Department of Neurology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Laboratory of Neurochemistry and Behavior, Experimental Neurobiology Group, University of Antwerp, Antwerp, Belgium
| | - Mercedes Atienza
- Laboratory of Functional Neuroscience, Pablo de Olavide University, Seville, Spain
- CIBER de Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain
| | - André Aleman
- Department of Biomedical Sciences of Cells & Systems, Cognitive Neuroscience Center, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Department of Psychology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Jose L Cantero
- Laboratory of Functional Neuroscience, Pablo de Olavide University, Seville, Spain
- CIBER de Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain
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14
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Sanchez-Aguilera A, Masmudi-Martín M, Navas-Olive A, Baena P, Hernández-Oliver C, Priego N, Cordón-Barris L, Alvaro-Espinosa L, García S, Martínez S, Lafarga M, Lin MZ, Al-Shahrour F, Menendez de la Prida L, Valiente M. Machine learning identifies experimental brain metastasis subtypes based on their influence on neural circuits. Cancer Cell 2023; 41:1637-1649.e11. [PMID: 37652007 PMCID: PMC10507426 DOI: 10.1016/j.ccell.2023.07.010] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Revised: 05/26/2023] [Accepted: 07/26/2023] [Indexed: 09/02/2023]
Abstract
A high percentage of patients with brain metastases frequently develop neurocognitive symptoms; however, understanding how brain metastasis co-opts the function of neuronal circuits beyond a tumor mass effect remains unknown. We report a comprehensive multidimensional modeling of brain functional analyses in the context of brain metastasis. By testing different preclinical models of brain metastasis from various primary sources and oncogenic profiles, we dissociated the heterogeneous impact on local field potential oscillatory activity from cortical and hippocampal areas that we detected from the homogeneous inter-model tumor size or glial response. In contrast, we report a potential underlying molecular program responsible for impairing neuronal crosstalk by scoring the transcriptomic and mutational profiles in a model-specific manner. Additionally, measurement of various brain activity readouts matched with machine learning strategies confirmed model-specific alterations that could help predict the presence and subtype of metastasis.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Sonia Martínez
- Experimental Therapeutics Programme, CNIO, 28029 Madrid, Spain
| | - Miguel Lafarga
- Department of Anatomy and Cell Biology and CIBERNED, University of Cantabria- IDIVAL, 39011 Santander, Spain
| | - Michael Z Lin
- Departments of Neurobiology and Bioengineering, Stanford University, Stanford, CA 94305-5090, USA
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15
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Potthoff RD, Schagen SB, Agelink van Rentergem JA. Process models of verbal memory in cancer survivors: Bayesian process modeling approach to variation in test scores. J Clin Exp Neuropsychol 2023; 45:705-714. [PMID: 38324475 DOI: 10.1080/13803395.2024.2313256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 01/25/2024] [Indexed: 02/09/2024]
Abstract
INTRODUCTION Verbal memory is a complex and fundamental aspect of human cognition. However, traditional sum-score analyses of verbal learning tests oversimplify underlying verbal memory processes. We propose using process models to subdivide memory into multiple processes, which helps in localizing the most affected processes in impaired verbal memory. Additionally, the model can be used to address score and process variability. This study aims to investigate the effects of cancer and its treatment on verbal memory, as well as provide a demonstration of how process models can be used to investigate the uncertainty in neuropsychological test scores. METHOD We present an investigation of memory process scores in non-CNS cancer survivors (n = 184) and no-cancer controls (n = 204). The participants completed the Amsterdam Cognition Scan (ACS), in which classical neuropsychological tests are digitally recreated for online at-home administration. We analyzed data from the ACS equivalent of a Verbal Learning Test using both traditional sum scores and a Bayesian process model. RESULTS Analysis of the sum score indicated that patients scored lower than controls on immediate recall but found no difference for delayed recall. The process model analysis indicated a small difference between patients and controls in immediate retrieval from both the partially learned and learned states, with no differences in learning or delayed retrieval processes. Individual-level analysis shows considerable uncertainty for sum scores. Sum scores were more certain than single trials. Retrieval parameters also showed less uncertainty than learning parameters. CONCLUSION The Bayesian process model increased the informativity of Verbal Learning test data, by showing uncertainty of the traditional sum score measurements as well as how the underlying processes differed between populations. Additionally, the model grants insight into underlying memory processes for individuals and how these processes vary within and between them.
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Affiliation(s)
- Ruben D Potthoff
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Sanne B Schagen
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
- Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
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16
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Terra L, Lee Meeuw Kjoe PR, Agelink van Rentergem JA, Beekman MJ, Heemskerk-Gerritsen BAM, van Beurden M, Roeters van Lennep JE, van Doorn HC, de Hullu JA, Mourits MJE, van Dorst EBL, Mom CH, Slangen BFM, Gaarenstroom KN, van der Kolk LE, Collée JM, Wevers MR, Ausems MGEM, van Engelen K, van de Beek I, Berger LPV, van Asperen CJ, Gomez Garcia EB, Maas AHEM, Hooning MJ, van der Wall E, van Leeuwen FE, Schagen SB. Long-term effects of premenopausal risk-reducing salpingo-oophorectomy on cognition in women with high familial risk of ovarian cancer: A cross-sectional study. BJOG 2023; 130:968-977. [PMID: 36715559 DOI: 10.1111/1471-0528.17415] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 12/18/2022] [Accepted: 01/18/2023] [Indexed: 01/31/2023]
Abstract
OBJECTIVE To examine the effect of a premenopausal risk-reducing salpingo-oophorectomy (RRSO) in women at increased risk of ovarian cancer on objective and subjective cognition at least 10 years after RRSO. DESIGN A cross-sectional study with prospective follow-up, nested in a nationwide cohort. SETTING Multicentre in the Netherlands. POPULATION OR SAMPLE 641 women (66% BRCA1/2 pathogenic variant carriers) who underwent either a premenopausal RRSO ≤ age 45 (n = 436) or a postmenopausal RRSO ≥ age 54 (n = 205). All participants were older than 55 years at recruitment. METHODS Participants completed an online cognitive test battery and a questionnaire on subjective cognition. We used multivariable regression analyses, adjusting for age, education, breast cancer, hormone replacement therapy, cardiovascular risk factors and depression. MAIN OUTCOME MEASURES The influence of RRSO on objective and subjective cognition of women with a premenopausal RRSO compared with women with a postmenopausal RRSO. RESULTS After adjustment, women with a premenopausal RRSO (mean time since RRSO 18.2 years) performed similarly on objective cognitive tests compared with women with a postmenopausal RRSO (mean time since RRSO 11.9 years). However, they more frequently reported problems with reasoning (odds ratio [OR] 1.8, 95% confidence interval [95% CI] 1.1-3.1) and multitasking (OR 1.9, 95% CI 1.1-3.4) than women with a postmenopausal RRSO. This difference between groups disappeared in an analysis restricted to women of comparable ages (60-70 years). CONCLUSIONS Reassuringly, approximately 18 years after RRSO, we found no association between premenopausal RRSO and objective cognition.
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Affiliation(s)
- Lara Terra
- Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Philippe R Lee Meeuw Kjoe
- Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | | | - Maarten J Beekman
- Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | | | - Marc van Beurden
- Department of Gynaecological Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | | | - Helena C van Doorn
- Department for Gynaecologic Oncology, Erasmus MC Cancer Institute, University Medical Centre Rotterdam, Rotterdam, The Netherlands
| | - Joanna A de Hullu
- Department for Gynaecology, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Marian J E Mourits
- Department for Gynaecologic Oncology, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands
| | - Eleonora B L van Dorst
- Department of Gynaecologic Oncology, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Constantijne H Mom
- Department of Gynaecological Oncology, Amsterdam University Medical Centre, Amsterdam, The Netherlands
| | - Brigitte F M Slangen
- Department of Obstetrics and Gynaecology, Maastricht University Medical Centre, Maastricht, The Netherlands
- GROW-School for Oncology and Developmental Biology, Maastricht, The Netherlands
| | - Katja N Gaarenstroom
- Department of Obstetrics and Gynaecology, Leiden University Medical Centre, Leiden, The Netherlands
| | - Lizet E van der Kolk
- Family Cancer Clinic, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - J Margriet Collée
- Department of Clinical Genetics, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Marijke R Wevers
- Department of Clinical Genetics, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Margreet G E M Ausems
- Division Laboratories, Pharmacy and Biomedical Genetics, Department of Genetics, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Klaartje van Engelen
- Department of Human Genetics, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Irma van de Beek
- Department of Human Genetics, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Lieke P V Berger
- Department of Genetics, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands
| | - Christi J van Asperen
- Department for Clinical Genetics, Leiden University Medical Centre, Leiden, The Netherlands
| | - Encarna B Gomez Garcia
- Department for Clinical Genetics, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Angela H E M Maas
- Department of Cardiology, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Maartje J Hooning
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Elsken van der Wall
- Department of Medical Oncology, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Flora E van Leeuwen
- Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Sanne B Schagen
- Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
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17
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Sutin AR, Luchetti M, Aschwanden D, Sesker AA, Zhu X, Stephan Y, Terracciano A. Five-Factor Model Personality Domains and Facets Associated with Markers of Cognitive Health. JOURNAL OF INDIVIDUAL DIFFERENCES 2023; 44:97-108. [PMID: 37214235 PMCID: PMC10195061 DOI: 10.1027/1614-0001/a000383] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/03/2023]
Abstract
Using a diverse, age-stratified sample (N=3,478; age range 18-90) this study examines the cross-sectional association between five-factor model personality traits - domains and facets - and three measures of cognitive health - processing speed, visuospatial ability, subjective memory - and whether these associations vary by age, race, and ethnicity. Consistent with the literature on personality and cognitive health, higher openness and conscientiousness were associated with better cognitive performance and subjective memory, whereas higher neuroticism was associated with slower processing speed and worse subjective memory but was unrelated to visuospatial ability. Moderation analyses suggested some associations were stronger in midlife compared to younger and older adulthood but were generally similar across race and ethnicity. The facet-level analyses indicated the components of each domain most strongly associated with cognitive function (e.g., the responsibility facet of conscientiousness) and suggested some differences across facets within the same domain (e.g., depression was associated with worse performance, whereas anxiety was unrelated to performance; sociability was the only facet of extraversion associated with worse performance). The present research is consistent with the larger literature on personality and cognition and extends it by documenting similarities and differences across facets and demographic groups.
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Affiliation(s)
| | | | | | | | - Xianghe Zhu
- Florida State University College of Medicine
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18
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Lee Meeuw Kjoe PR, Vermeulen IE, Agelink van Rentergem JA, van der Wall E, Schagen S. Standardized item selection for alternate computerized versions of Rey Auditory Verbal Learning Test(-based) word lists. J Clin Exp Neuropsychol 2022; 44:681-701. [PMID: 36660813 DOI: 10.1080/13803395.2023.2166904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
INTRODUCTION Despite an increasing need for new Rey Auditory Verbal Learning Test (RAVLT)-based word lists in computerized testing, no criteria or standardized procedures exist for its development. To lay a foundation for future development of new and alternate computerized RAVLT(-based) word lists, we present cross-lingual word criteria, developed new lists using the criteria and evaluated performance on the lists using online assessment. METHOD Based on psycholinguistic literature, we identified relevant word selection criteria. To validate the criteria, we developed two new American-English word lists and one new Dutch list, and administered the RAVLT using visual presentation of the new or original list in an online American (n = 248) and Dutch sample (n = 246) of healthy people. We compared performance of the new and original word lists on trial scores and serial position effects using Bayesian correlations and analyses of variance. Additionally, we compared proportions of correct responses per item, corrected for serial position. RESULTS We identified 13 relevant word selection criteria. The criteria led to two new highly comparable American-English word lists with lower trial scores compared to the original American-English list, indicating that the criteria helped to develop parallel lists with fewer associations between items. The new Dutch word list showed similar trial scores, serial position effects, and proportions of correct responses per item corrected for serial position compared to the original Dutch version. CONCLUSIONS The systematic use of word selection criteria can facilitate development of new parallel word lists, including in new language areas. Future studies should evaluate the use of the word criteria for the other sections of the RAVLT (such as delayed recall and recognition), performance using original test modalities (auditory presentation and recall of words) as well as performance in clinical samples.
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Affiliation(s)
- Philippe R Lee Meeuw Kjoe
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Ivar E Vermeulen
- Department of Communication Science, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Joost A Agelink van Rentergem
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands.,Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
| | - Elsken van der Wall
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Sanne Schagen
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands.,Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
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Bockting C, Legemaat AM, van der Stappen JGJ, Geurtsen GJ, Semkovska M, Burger H, Bergfeld IO, Lous N, Denys DAJP, Brouwer M. Augmenting neurocognitive remediation therapy to Preventive Cognitive Therapy for partially remitted depressed patients: protocol of a pragmatic multicentre randomised controlled trial. BMJ Open 2022; 12:e063407. [PMID: 35738653 PMCID: PMC9226921 DOI: 10.1136/bmjopen-2022-063407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
INTRODUCTION Major depressive disorder (MDD) affects 163 million people globally every year. Individuals who experience subsyndromal depressive symptoms during remission (ie, partial remission of MDD) are especially at risk for a return to a depressive episode within an average of 4 months. Simultaneously, partial remission of MDD is associated with work and (psycho)social impairment and a lower quality of life. Brief psychological interventions such as preventive cognitive therapy (PCT) can reduce depressive symptoms or relapse for patients in partial remission, although achieving full remission with treatment is still a clinical challenge. Treatment might be more effective if cognitive functioning of patients is targeted as well since cognitive problems are the most persisting symptom in partial remission and predict poor treatment response and worse functioning. Studies show that cognitive functioning of patients with (remitted) MDD can be improved by online neurocognitive remediation therapy (oNCRT). Augmenting oNCRT to PCT might improve treatment effects for these patients by strengthening their cognitive functioning alongside a psychological intervention. METHODS AND ANALYSIS This study will examine the effectiveness of augmenting oNCRT to PCT in a pragmatic national multicentre superiority randomised controlled trial. We will include 115 adults partially remitted from MDD with subsyndromal depressive symptoms defined as a Hamilton Depression Rating Scale score between 8 and 15. Participants will be randomly allocated to PCT with oNCRT, or PCT only. Primary outcome measure is the effect on depressive symptomatology over 1 year. Secondary outcomes include time to relapse, cognitive functioning, quality of life and healthcare costs. This first dual approach study of augmenting oNCRT to PCT might facilitate full remission in partially remitted individuals as well as prevent relapse over time. ETHICS AND DISSEMINATION Ethical approval was obtained by Academic Medical Center, Amsterdam. Outcomes will be made publicly available. TRIAL REGISTRATION NUMBER NL9582.
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Affiliation(s)
- Claudi Bockting
- Department of Psychiatry, Amsterdam UMC, location University of Amsterdam, Amsterdam, The Netherlands
- Centre for Urban Mental Health, University of Amsterdam, Amsterdam, The Netherlands
| | - Amanda M Legemaat
- Department of Psychiatry, Amsterdam UMC, location University of Amsterdam, Amsterdam, The Netherlands
| | | | - Gert J Geurtsen
- Department of Medical Psychology, Amsterdam UMC, location University of Amsterdam, Amsterdam, The Netherlands
| | - Maria Semkovska
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Huibert Burger
- Department of General Practice and Elderly Care Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Isidoor O Bergfeld
- Department of Psychiatry, Amsterdam UMC, location University of Amsterdam, Amsterdam, The Netherlands
- Amsterdam Brain and Cognition, University of Amsterdam, Amsterdam, The Netherlands
| | | | - Damiaan A J P Denys
- Department of Psychiatry, Amsterdam UMC, location University of Amsterdam, Amsterdam, The Netherlands
| | - Marlies Brouwer
- Department of Psychiatry, Amsterdam UMC, location University of Amsterdam, Amsterdam, The Netherlands
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20
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Liu Y, Schneider S, Orriens B, Meijer E, Darling JE, Gutsche T, Gatz M. Self-administered Web-Based Tests of Executive Functioning and Perceptual Speed: Measurement Development Study With a Large Probability-Based Survey Panel. J Med Internet Res 2022; 24:e34347. [PMID: 35532966 PMCID: PMC9127643 DOI: 10.2196/34347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 02/14/2022] [Accepted: 04/04/2022] [Indexed: 12/01/2022] Open
Abstract
BACKGROUND Cognitive testing in large population surveys is frequently used to describe cognitive aging and determine the incidence rates, risk factors, and long-term trajectories of the development of cognitive impairment. As these surveys are increasingly administered on internet-based platforms, web-based and self-administered cognitive testing calls for close investigation. OBJECTIVE Web-based, self-administered versions of 2 age-sensitive cognitive tests, the Stop and Go Switching Task for executive functioning and the Figure Identification test for perceptual speed, were developed and administered to adult participants in the Understanding America Study. We examined differences in cognitive test scores across internet device types and the extent to which the scores were associated with self-reported distractions in everyday environments in which the participants took the tests. In addition, national norms were provided for the US population. METHODS Data were collected from a probability-based internet panel representative of the US adult population-the Understanding America Study. Participants with access to both a keyboard- and mouse-based device and a touch screen-based device were asked to complete the cognitive tests twice in a randomized order across device types, whereas participants with access to only 1 type of device were asked to complete the tests twice on the same device. At the end of each test, the participants answered questions about interruptions and potential distractions that occurred during the test. RESULTS Of the 7410 (Stop and Go) and 7216 (Figure Identification) participants who completed the device ownership survey, 6129 (82.71% for Stop and Go) and 6717 (93.08% for Figure Identification) participants completed the first session and correctly responded to at least 70% of the trials. On average, the standardized differences across device types were small, with the absolute value of Cohen d ranging from 0.05 (for the switch score in Stop and Go and the Figure Identification score) to 0.13 (for the nonswitch score in Stop and Go). Poorer cognitive performance was moderately associated with older age (the absolute value of r ranged from 0.32 to 0.61), and this relationship was comparable across device types (the absolute value of Cohen q ranged from 0.01 to 0.17). Approximately 12.72% (779/6123 for Stop and Go) and 12.32% (828/6721 for Figure Identification) of participants were interrupted during the test. Interruptions predicted poorer cognitive performance (P<.01 for all scores). Specific distractions (eg, watching television and listening to music) were inconsistently related to cognitive performance. National norms, calculated as weighted average scores using sampling weights, suggested poorer cognitive performance as age increased. CONCLUSIONS Cognitive scores assessed by self-administered web-based tests were sensitive to age differences in cognitive performance and were comparable across the keyboard- and touch screen-based internet devices. Distraction in everyday environments, especially when interrupted during the test, may result in a nontrivial bias in cognitive testing.
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Affiliation(s)
- Ying Liu
- Center for Economic and Social Research, University of Southern California, Los Angeles, CA, United States
| | - Stefan Schneider
- Center for Economic and Social Research, University of Southern California, Los Angeles, CA, United States
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States
- Department of Psychology, University of Southern California, Los Angeles, CA, United States
| | - Bart Orriens
- Center for Economic and Social Research, University of Southern California, Los Angeles, CA, United States
| | - Erik Meijer
- Center for Economic and Social Research, University of Southern California, Los Angeles, CA, United States
| | - Jill E Darling
- Center for Economic and Social Research, University of Southern California, Los Angeles, CA, United States
| | - Tania Gutsche
- Center for Economic and Social Research, University of Southern California, Los Angeles, CA, United States
| | - Margaret Gatz
- Center for Economic and Social Research, University of Southern California, Los Angeles, CA, United States
- Department of Psychology, University of Southern California, Los Angeles, CA, United States
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21
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van de Poll-Franse LV, Horevoorts N, Schoormans D, Beijer S, Ezendam NPM, Husson O, Oerlemans S, Schagen SB, Hageman GJ, Van Deun K, van den Hurk C, van Eenbergen M, Mols F. Measuring Clinical, Biological, and Behavioral Variables to Elucidate Trajectories of Patient (Reported) Outcomes: The PROFILES Registry. J Natl Cancer Inst 2022; 114:800-807. [PMID: 35201353 PMCID: PMC9194631 DOI: 10.1093/jnci/djac047] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 11/05/2021] [Accepted: 02/17/2022] [Indexed: 11/14/2022] Open
Abstract
To take cancer survivorship research to the next level, it's important to gain insight in trajectories of changing patient (reported) outcomes and impaired recovery after cancer. This is needed as the number of survivors is increasing and a large proportion is confronted with changing health after treatment. Mechanistic research can facilitate the development of personalized risk-stratified follow-up care and tailored interventions to promote healthy cancer survivorship. We describe how these trajectories can be studied by taking the recently extended Dutch population-based PROFILES (Patient Reported Outcomes Following Initial treatment and Long term Evaluation of Survivorship) registry as an example. PROFILES combines longitudinal assessment of patient-reported outcomes with novel, ambulatory and objective measures (e.g., activity trackers; blood draws; hair samples; online food diaries; online cognitive tests; weighing scales; online symptoms assessment), and cancer registry and pharmacy databases. Furthermore, we discuss methods to optimize the use of a multidomain data collection like return of individual results to participants which may not only improve patient empowerment but also long-term cohort retention. Also, advanced statistical methods are needed to handle high-dimensional longitudinal data (with missing values) and provide insight into trajectories of changing patient (reported) outcomes after cancer. Our coded data can be used by academic researchers around the world. Registries like PROFILES, that go beyond boundaries of disciplines and institutions, will contribute to better predictions of who will experience changes and why. This is needed to prevent and mitigate long-term and late effects of cancer (treatment) and to identify new interventions to promote health.
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Affiliation(s)
- Lonneke V van de Poll-Franse
- Department of Research & Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, The Netherlands.,CoRPS - Center of Research on Psychological disorders and Somatic diseases, Department of Medical and Clinical Psychology, Tilburg University, Tilburg, The Netherlands.,Department of Psychosocial Research, Division of Psychosocial Research & Epidemiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Nicole Horevoorts
- Department of Research & Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, The Netherlands.,CoRPS - Center of Research on Psychological disorders and Somatic diseases, Department of Medical and Clinical Psychology, Tilburg University, Tilburg, The Netherlands
| | - Dounya Schoormans
- CoRPS - Center of Research on Psychological disorders and Somatic diseases, Department of Medical and Clinical Psychology, Tilburg University, Tilburg, The Netherlands
| | - Sandra Beijer
- Department of Research & Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, The Netherlands
| | - Nicole P M Ezendam
- Department of Research & Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, The Netherlands.,CoRPS - Center of Research on Psychological disorders and Somatic diseases, Department of Medical and Clinical Psychology, Tilburg University, Tilburg, The Netherlands
| | - Olga Husson
- Department of Medical Oncology, Netherlands Cancer Institute, Amsterdam, The Netherlands.,Department of Surgical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Simone Oerlemans
- Department of Research & Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, The Netherlands
| | - Sanne B Schagen
- Department of Psychosocial Research, Division of Psychosocial Research & Epidemiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Geja J Hageman
- Department of Pharmacology & Toxicology, Research Institute NUTRIM, School of Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, The Netherlands
| | - Katrijn Van Deun
- Department of methodology and statistics, Tilburg University, Tilburg, The Netherlands
| | - Corina van den Hurk
- Department of Research & Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, The Netherlands
| | - Mies van Eenbergen
- Department of Research & Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, The Netherlands
| | - Floortje Mols
- Department of Research & Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, The Netherlands.,CoRPS - Center of Research on Psychological disorders and Somatic diseases, Department of Medical and Clinical Psychology, Tilburg University, Tilburg, The Netherlands
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22
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Netzel L, Moran R, Hopfe D, Salvatore AP, Brown W, Murray NG. Test-Retest Reliability of Remote ImPACT Administration. Arch Clin Neuropsychol 2022; 37:449-456. [PMID: 34272867 PMCID: PMC10060725 DOI: 10.1093/arclin/acab055] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 03/19/2021] [Accepted: 06/22/2021] [Indexed: 02/02/2023] Open
Abstract
OBJECTIVE To evaluate the performance and test-retest reliability obtained when administering a computerized baseline neurocognitive exam to NCAA Division I student-athletes in a controlled laboratory setting versus an uncontrolled remote location. METHOD A sample of 129 (female = 100) Division I student-athletes completed Immediate Post-Concussion Assessment and Cognitive Testing (ImPACT) pre-season assessments for two distinct and respective sports seasons in a controlled laboratory environment and an uncontrolled remote environment. Depending on the environment, participants were given verbal (controlled) or written (uncontrolled) guidelines for taking the test. RESULTS Multivariate repeated-measures ANOVA's determined that there were no within-subject differences between testing environments on ImPACT composite scores and cognitive efficiency index (CEI). The Chi-square test did not find any significant differences in impulse control or the number of invalid test scores, as determined by ImPACT, between environments. Intraclass correlations found the ImPACT subtest scores to range in test-retest reliability across testing environments, demonstrating moderate (verbal memory composite, r = 0.46; visual memory composite, r = 0.64; reaction time, r = 0.61; impulse control, r = 0.52; and CEI, r = 0.61) and good (visual motor composite, r = 0.77) test-retest reliability. CONCLUSIONS Results indicate that ImPACT is reliable between controlled and uncontrolled testing environments. This further suggests that ImPACT can be administered in a remote environment, pending specific adherence to testing instructions, or in the event of social distancing or isolation policies.
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Affiliation(s)
- Lauren Netzel
- Neuromechanics Laboratory, School of Community Health Sciences, University of Nevada, Reno, Nevada, 89557, USA
| | - Ryan Moran
- Athletic Training Research Laboratory, College of Human Environmental Sciences, The University of Alabama, Tuscaloosa, Alabama, 35487, USA
| | - Dustin Hopfe
- Neuromechanics Laboratory, School of Community Health Sciences, University of Nevada, Reno, Nevada, 89557, USA
| | - Anthony P Salvatore
- Department of Communicative Disorders, The University of Louisiana, Lafayette, Louisiana, 70504, USA
| | - Warren Brown
- Department of Communicative Disorders, The University of Louisiana, Lafayette, Louisiana, 70504, USA
| | - Nicholas G Murray
- Neuromechanics Laboratory, School of Community Health Sciences, University of Nevada, Reno, Nevada, 89557, USA
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23
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Swedish Normative Data for Mindmore: A Comprehensive Cognitive Screening Battery, Both Digital and Self-Administrated. J Int Neuropsychol Soc 2022; 28:188-202. [PMID: 34027854 DOI: 10.1017/s135561772100045x] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
OBJECTIVE Cognitive impairment is a key element in most mental disorders. Its objective assessment at initial patient contact in primary care can lead to better adjusted and timely care with personalised treatment and recovery. To enable this, we designed the Mindmore self-administrative cognitive screening battery. What is presented here is normative data for the Mindmore battery for the Swedish population. METHOD A total of 720 healthy adults (17 to 93 years) completed the Mindmore screening battery, which consists of 14 individual tests across five cognitive domains: attention and processing speed, memory, language, visuospatial functions and executive functions. Regression-based normative data were established for 42 test result measures, investigating linear, non-linear and interaction effects between age, education and sex. RESULTS The test results were most affected by age and to a lesser extent by education and sex. All but one test displayed either linear or accelerated age-related decline, or a U-shaped association with age. All but two tests showed beneficial effects of education, either linear or subsiding after 12 years of educational attainment. Sex affected tests in the memory and executive domains. In three tests, an interaction between age and education revealed an increased benefit of education later in life. CONCLUSION This study provides normative models for 14 traditional cognitive tests adapted for self-administration through a digital platform. The models will enable more accurate interpretation of test results, hopefully leading to improved clinical decision making and better care for patients with cognitive impairment.
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24
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Rosenblum S, Meyer S, Richardson A, Hassin-Baer S. Patients' Self-Report and Handwriting Performance Features as Indicators for Suspected Mild Cognitive Impairment in Parkinson's Disease. SENSORS (BASEL, SWITZERLAND) 2022; 22:569. [PMID: 35062535 PMCID: PMC8778277 DOI: 10.3390/s22020569] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Revised: 01/06/2022] [Accepted: 01/10/2022] [Indexed: 05/25/2023]
Abstract
Early identification of mild cognitive impairment (MCI) in Parkinson's disease (PD) patients can lessen emotional and physical complications. In this study, a cognitive functional (CF) feature using cognitive and daily living items of the Unified Parkinson's Disease Rating Scale served to define PD patients as suspected or not for MCI. The study aimed to compare objective handwriting performance measures with the perceived general functional abilities (PGF) of both groups, analyze correlations between handwriting performance measures and PGF for each group, and find out whether participants' general functional abilities, depression levels, and digitized handwriting measures predicted this CF feature. Seventy-eight participants diagnosed with PD by a neurologist (25 suspected for MCI based on the CF feature) completed the PGF as part of the Daily Living Questionnaire and wrote on a digitizer-affixed paper in the Computerized Penmanship Handwriting Evaluation Test. Results indicated significant group differences in PGF scores and handwriting stroke width, and significant medium correlations between PGF score, pen-stroke width, and the CF feature. Regression analyses indicated that PGF scores and mean stroke width accounted for 28% of the CF feature variance above age. Nuances of perceived daily functional abilities validated by objective measures may contribute to the early identification of suspected PD-MCI.
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Affiliation(s)
- Sara Rosenblum
- The Laboratory of Complex Human Activity and Participation (CHAP), Department of Occupational Therapy, Faculty of Social Welfare & Health Sciences, University of Haifa, Haifa 3498838, Israel
| | - Sonya Meyer
- Department of Occupational Therapy, Ariel University, Ariel 4077603, Israel;
| | - Ariella Richardson
- Department of Industrial Engineering, Jerusalem College of Technology, Jerusalem 9372115, Israel;
| | - Sharon Hassin-Baer
- Movement Disorders Institute, Sheba Medical Center, Ramat Gan 5262000, Israel;
- Department of Neurology, Sheba Medical Center, Ramat Gan 5262000, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
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25
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Sutin AR, Luchetti M, Aschwanden D, Stephan Y, Terracciano A. Sense of purpose in life, cognitive function, and the phenomenology of autobiographical memory. Memory 2021; 29:1126-1135. [PMID: 34460357 PMCID: PMC8883603 DOI: 10.1080/09658211.2021.1966472] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 08/06/2021] [Indexed: 10/20/2022]
Abstract
There are individual differences in the phenomenological re-experiencing of autobiographical memories. We examine whether sense of purpose in life and cognitive function are associated with the phenomenology of a recent memory related to the coronavirus pandemic. Participants reported on their sense purpose and completed tasks that measured processing speed and visuospatial ability before the pandemic in January-February 2020 and subsequently retrieved and rated a memory related to the pandemic in July 2020 (N=796; Mage=58.05, SD=14.14, range 19-85). Participants with a greater sense of purpose reported memories that were more phenomenologically rich (e.g., more vivid, coherent, accessible), whereas cognitive function was primarily related to greater perceived accessibility of the memory but not to most other aspects of phenomenology. The pattern of associations was similar when accounting for depressive symptoms, and none of the associations was moderated by age. The present research suggests that individuals with a higher sense of purpose in life have autobiographical memories with richer phenomenology. To the extent that memories function to sustain well-being, social connections, and cognitive health, rich phenomenology may be one pathway through which purpose leads to these better outcomes.
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26
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Visser LN, Dubbelman MA, Verrijp M, Wanders L, Pelt S, Zwan MD, Thijssen DH, Wouters H, Sikkes SA, van Hout HP, van der Flier WM. The Cognitive Online Self-Test Amsterdam (COST-A): Establishing norm scores in a community-dwelling population. ALZHEIMER'S & DEMENTIA (AMSTERDAM, NETHERLANDS) 2021; 13:e12234. [PMID: 34541288 PMCID: PMC8438682 DOI: 10.1002/dad2.12234] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Accepted: 07/01/2021] [Indexed: 12/27/2022]
Abstract
BACKGROUND Heightened public awareness about Alzheimer's disease and dementia increases the need for at-home cognitive self-testing. We offered Cognitive Online Self-Test Amsterdam (COST-A) to independent groups of cognitively normal adults and investigated the robustness of a norm-score formula and cutoff. METHODS Three thousand eighty-eight participants (mean age ± standard deviation = 61 ± 12 years, 70% female) completed COST-A and evaluated it. Demographically adjusted norm scores were the difference between expected COST-A scores, based on age, gender, and education, and actual scores. We applied the resulting norm-score formula to two independent cohorts. RESULTS Participants evaluated COST-A to be of adequate difficulty and duration. Our norm-score formula was shown to be robust: ≈8% of participants in two cognitively normal cohorts had abnormal scores. A cutoff of -1.5 standard deviations proved optimal for distinguishing normal from impaired cognition. CONCLUSION With robust norm scores, COST-A is a promising new tool for research and clinical practice, providing low cost and minimally invasive remote assessment of cognitive functioning.
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Affiliation(s)
- Leonie N.C. Visser
- Alzheimer Center AmsterdamDepartment of NeurologyAmsterdam NeuroscienceAmsterdam UMCVU University Medical CenterAmsterdamthe Netherlands
- Division of Clinical GeriatricsCenter for Alzheimer ResearchDepartment of NeurobiologyCare Sciences and SocietyKarolinska InstitutetStockholmSweden
| | - Mark A. Dubbelman
- Alzheimer Center AmsterdamDepartment of NeurologyAmsterdam NeuroscienceAmsterdam UMCVU University Medical CenterAmsterdamthe Netherlands
| | - Merike Verrijp
- Alzheimer Center AmsterdamDepartment of NeurologyAmsterdam NeuroscienceAmsterdam UMCVU University Medical CenterAmsterdamthe Netherlands
| | - Lisa Wanders
- Radboud Institute for Health SciencesDepartment of PhysiologyRadboud University Medical CenterNijmegenThe Netherlands
- Top Institute Food and NutritionWageningenThe Netherlands
| | - Sophie Pelt
- Alzheimer Center AmsterdamDepartment of NeurologyAmsterdam NeuroscienceAmsterdam UMCVU University Medical CenterAmsterdamthe Netherlands
| | - Marissa D. Zwan
- Alzheimer Center AmsterdamDepartment of NeurologyAmsterdam NeuroscienceAmsterdam UMCVU University Medical CenterAmsterdamthe Netherlands
| | - Dick H.J. Thijssen
- Radboud Institute for Health SciencesDepartment of PhysiologyRadboud University Medical CenterNijmegenThe Netherlands
| | - Hans Wouters
- General Practitioners Research InstituteGroningenThe Netherlands
| | - Sietske A.M. Sikkes
- Alzheimer Center AmsterdamDepartment of NeurologyAmsterdam NeuroscienceAmsterdam UMCVU University Medical CenterAmsterdamthe Netherlands
- Faculty of Behavioural and Movement SciencesClinical Developmental Psychology & Clinical NeuropsychologyVrije Universiteit AmsterdamAmsterdamThe Netherlands
| | - Hein P.J. van Hout
- Department of General Practice and Medicine for Older PersonsAmsterdam Institute for Public Health Care ResearchVrije Universiteit AmsterdamAmsterdamThe Netherlands
| | - Wiesje M. van der Flier
- Alzheimer Center AmsterdamDepartment of NeurologyAmsterdam NeuroscienceAmsterdam UMCVU University Medical CenterAmsterdamthe Netherlands
- Department of Epidemiology and BiostatisticsAmsterdam UMCAmsterdamThe Netherlands
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Endocrine Therapy With or Without CDK4/6 Inhibitors in Women With Hormone-receptor Positive Breast Cancer: What do we Know About the Effects on Cognition? Clin Breast Cancer 2021; 22:191-199. [PMID: 34556423 DOI: 10.1016/j.clbc.2021.08.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Revised: 08/01/2021] [Accepted: 08/10/2021] [Indexed: 12/17/2022]
Abstract
Adjuvant endocrine therapy (ET) is the cornerstone of treatment for hormone-receptor positive breast cancer. Recently, ET is increasingly combined with "cyclin-dependent kinases 4 and 6'' (CDK4/6) inhibitors. Given the importance of estrogens in neural processes and the role of cyclin D in hippocampal cell proliferation, it is plausible that these therapies affect cognition, but studies on these potential cognitive effects are sparse. In this review, we summarize existing knowledge on the cognitive effects of ET and CDK4/6 inhibitors in pre-, peri- and postmenopausal patients with breast cancer. We show that several clinical studies support adverse cognitive effects, especially on verbal memory, after ET-induced decrease of estrogen-levels or inactivation of estrogen-receptors. Clinical studies on the cognitive effects of CDK4/6 inhibitors are virtually non-existent and no conclusions can yet be drawn. Longitudinal studies on the cognitive effects of the combined ET-CDK4/6 inhibitors are highly needed to properly inform patients about potential short-term and long-term cognitive side effects. These studies should preferably include cognitive assessments (including a measurement prior to ET), and be designed in such a way that they can account for variables such as type and duration of ET, CDK4/6 inhibition, menopausal status, and other disease- and treatment-related symptoms that can impact cognition, such as fatigue and distress.
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Agelink van Rentergem JA, Vermeulen IE, Lee Meeuw Kjoe PR, Schagen SB. Computational Modeling of Neuropsychological Test Performance to Disentangle Impaired Cognitive Processes in Cancer Patients. J Natl Cancer Inst 2021; 113:99-102. [PMID: 32239149 PMCID: PMC7781462 DOI: 10.1093/jnci/djaa039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Revised: 03/03/2020] [Accepted: 03/19/2020] [Indexed: 11/13/2022] Open
Abstract
There is a need to better identify impaired cognitive processes to increase our understanding of cognitive dysfunction caused by cancer and cancer treatment and to improve interventions. The Trail Making Test is frequently used for evaluating information-processing speed (part A) and executive function (part B), but interpretation of its outcomes is challenging because performance depends on many cognitive processes. To disentangle processes, we collected high-resolution data from 192 non-central nervous system cancer patients who received systemic therapy and 192 cancer-free control participants and fitted a Shifted-Wald computational model. Results show that cancer patients were more cautious than controls (Cohen d = 0.16). Patients were cognitively slower than controls when the task required task switching (Cohen d = 0.16). Our results support the idea that cancer and cancer treatment accelerate cognitive aging. Our approach allows more precise assessment of cognitive dysfunction in cancer patients and can be extended to other instruments and patient populations.
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Affiliation(s)
- Joost A Agelink van Rentergem
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
- Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
| | - Ivar E Vermeulen
- Department of Communication Science, VU University Amsterdam, Amsterdam, The Netherlands
| | | | - Sanne B Schagen
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
- Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
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Stute P, von Bergen M, Bitterlich N, Meissner F, von Wolff M, Poethig D. Measuring cognitive performance in way that incorporates the concept of active and healthy ageing (AHA). Maturitas 2019; 125:27-32. [DOI: 10.1016/j.maturitas.2019.03.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2018] [Revised: 02/15/2019] [Accepted: 03/24/2019] [Indexed: 11/26/2022]
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30
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Noll KR, Bradshaw ME, Parsons MW, Dawson EL, Rexer J, Wefel JS. Monitoring of Neurocognitive Function in the Care of Patients with Brain Tumors. Curr Treat Options Neurol 2019; 21:33. [PMID: 31250277 DOI: 10.1007/s11940-019-0573-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
PURPOSE OF REVIEW A detailed characterization of the nature of neurocognitive impairment in patients with brain tumors is provided, as well as considerations for clinical practice regarding neuropsychological assessment throughout the disease course. RECENT FINDINGS Neurocognitive impairment is common in patients with brain tumors and may result from the tumor itself, as a consequence of treatment, including surgery, chemotherapy, and radiation, or in association with supportive care medications (e.g., anticonvulsant and pain medications). Serial surveillance of neurocognitive functioning in this population can facilitate medical decision-making and inform recommendations to improve patient daily functioning and quality of life. Neuropsychological assessment is increasingly recognized as a critical component of the multidisciplinary care of patients with brain tumors and has already had practice-changing effects. Further understanding of genetic risk factors for neurocognitive decline along with the development of novel assessment and intervention strategies may further enhance functioning and general well-being in this patient population.
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Affiliation(s)
- Kyle R Noll
- Section of Neuropsychology, Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 431, Houston, TX, 77030, USA
| | - Mariana E Bradshaw
- Section of Neuropsychology, Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 431, Houston, TX, 77030, USA
| | - Michael W Parsons
- Department of Neuro-Oncology, Psychology Assessment Center, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Erica L Dawson
- Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus, OH, 43210, USA
| | - Jennie Rexer
- Section of Neuropsychology, Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 431, Houston, TX, 77030, USA
| | - Jeffrey S Wefel
- Section of Neuropsychology, Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 431, Houston, TX, 77030, USA. .,Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA.
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