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Reyes A, Stasenko A, Hopper A, Kohli JS, Helm JL, Salans M, Prabhakaran D, Kamalyan L, Wilkinson M, Unnikrishnan S, Karunamuni R, Hattangadi-Gluth J, McDonald CR. Cognitive phenotypes: Unraveling the heterogeneity in cognitive dysfunction among patients with primary brain tumors receiving radiotherapy. Neuro Oncol 2025; 27:466-478. [PMID: 39248576 PMCID: PMC11812028 DOI: 10.1093/neuonc/noae183] [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: 04/30/2024] [Indexed: 09/10/2024] Open
Abstract
BACKGROUND Patients with primary brain tumors demonstrate heterogeneous patterns of cognitive dysfunction, which we explore using latent profile analysis to identify cognitive phenotypes and their trajectories in patients receiving radiotherapy (RT). METHODS Ninety-six patients completed neuropsychological testing before and post-RT (3, 6, and 12 months) on a prospective longitudinal trial, including measures of processing speed, executive function, language, and verbal and visual memory. Models with 2-4 classes were examined. Demographic and clinical data were examined across phenotypes and post-RT cognitive change was evaluated. RESULTS The optimal model identified 3 unique cognitive phenotypes including a group of patients with generalized impairments (11.5%), a group with isolated verbal memory impairments (21.9%), and a group with minimal impairments (66.7%). The Verbal Memory phenotype had fewer years of education (P = .007) and a greater proportion of males (P < .001); the Generalized group had a greater proportion of patients with IDH-wild type gliomas and showed greater symptoms of anxiety and poorer quality of life (P-values < .05); and the Minimal Impairment phenotype had higher rates of IDH-Mutant gliomas. Approximately 50% of patients declined on at least one cognitive domain with memory being the most vulnerable. Patients who declined reported greater symptoms of depression (P = .007) and poorer quality of life (P = .025). CONCLUSIONS We identified 3 distinct cognitive phenotypes in patients with primary brain tumors receiving RT, each associated with unique demographic and clinical (eg, IDH mutational status) profiles, with mood symptoms associated with late cognitive decline. This patient-centered approach enhances our understanding of clinical profiles associated with cognitive dysfunction and treatment-related neurotoxicity.
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Affiliation(s)
- Anny Reyes
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, California, USA
| | - Alena Stasenko
- Department of Psychiatry, University of California San Diego, La Jolla, California, USA
| | - Austin Hopper
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, California, USA
| | - Jiwandeep S Kohli
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, California, USA
| | - Jonathan L Helm
- Department of Psychology, San Diego State University, San Diego, California, USA
- San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology, San Diego, California, USA
| | - Mia Salans
- Department of Radiation Oncology, University of California San Francisco, San Francisco, California, USA
| | - Divya Prabhakaran
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, California, USA
| | - Lily Kamalyan
- San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology, San Diego, California, USA
- Department of Psychiatry, University of California San Diego, La Jolla, California, USA
| | - Molly Wilkinson
- San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology, San Diego, California, USA
- Department of Psychiatry, University of California San Diego, La Jolla, California, USA
| | | | - Roshan Karunamuni
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, California, USA
| | - Jona Hattangadi-Gluth
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, California, USA
| | - Carrie R McDonald
- Department of Psychiatry, University of California San Diego, La Jolla, California, USA
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, California, USA
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Tsiaras Y, Koutsonida M, Varthi MA, Galliou I, Zoubouli C, Aretouli E. Development of a self-administered online battery for remote assessment of executive functions and verbal memory: equivalence with face-to-face administration, preliminary norms, and acceptance. J Clin Exp Neuropsychol 2024; 46:599-613. [PMID: 38984860 DOI: 10.1080/13803395.2024.2376839] [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: 02/29/2024] [Accepted: 07/02/2024] [Indexed: 07/11/2024]
Abstract
OBJECTIVES Interest in teleneuropsychology services increased considerably after the COVID-19 pandemic. However, the utility of unsupervised administration of computerized tests remains largely unexplored. In the present study, we developed a brief computerized battery that assesses self-reported cognitive abilities and performances on executive functioning and verbal memory. We investigated the equivalence of the self-administration online (SAO) procedure and the face-to-face (FTF) administration. Preliminary normative data were developed and the acceptance of the SAO procedure was explored. METHODS A community sample of 169 Greek adults [94 women; mean age: 41.95 (SD = 13.40) years, mean years of education: 15.10 (SD = 2.65)] completed the SAO assessment. A subgroup of 40 participants was tested in a counterbalanced way both with SAO and FTF. Participants' performances were compared with paired sample t-tests and the agreement between the two methods was estimated with intraclass correlation coefficients (ICCs). Multiple linear regression analyses were applied to investigate the effect of demographic characteristics on SAO measures. RESULTS No difference between SAO and FTF scores was observed. ICCs indicated moderate to good agreement (.418-.848) for most measures. Age was positively associated with self-reported cognitive state and negatively with neuropsychological performances and the level of acceptance of the SAO procedure. Approximately 80% of participants reported satisfaction from the SAO assessment, 69% good compliance with the instructions, but less than 30% belief that the FTF assessment could be adequately replaced. CONCLUSION SAO testing is feasible and well accepted among Greek adults yielding equivalent results with FTF testing. Despite the wide satisfaction, though, notable reluctance was noted for the substitution of FTF with SAO procedures.
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Affiliation(s)
- Yiannis Tsiaras
- Department of Psychology, School of the Social Sciences, University of Ioannina, Ioannina, Greece
- Psychiatric Department, 424 General Military Hospital, Thessaloniki, Greece
| | - Myrto Koutsonida
- Department of Hygiene and Epidemiology, University of Ioannina, School of Medicine, Ioannina, Greece
| | - Maria-Ameriso Varthi
- Department of Psychology, School of the Social Sciences, University of Ioannina, Ioannina, Greece
| | - Iliana Galliou
- Department of Psychology, School of the Social Sciences, University of Ioannina, Ioannina, Greece
| | - Christina Zoubouli
- Department of Psychology, School of the Social Sciences, University of Ioannina, Ioannina, Greece
| | - Eleni Aretouli
- Department of Psychology, School of the Social Sciences, University of Ioannina, Ioannina, Greece
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3
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Sperling SA, Acheson SK, Fox-Fuller J, Colvin MK, Harder L, Cullum CM, Randolph JJ, Carter KR, Espe-Pfeifer P, Lacritz LH, Arnett PA, Gillaspy SR. Tele-Neuropsychology: From Science to Policy to Practice. Arch Clin Neuropsychol 2024; 39:227-248. [PMID: 37715508 DOI: 10.1093/arclin/acad066] [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: 08/22/2023] [Indexed: 09/17/2023] Open
Abstract
OBJECTIVE The primary aim of this paper is to accelerate the number of randomized experimental studies of the reliability and validity in-home tele-neuropsychological testing (tele-np-t). METHOD We conducted a critical review of the tele-neuropsychology literature. We discuss this research in the context of the United States' public and private healthcare payer systems, including the Centers for Medicare & Medicaid Services (CMS) and Current Procedural Terminology (CPT) coding system's telehealth lists, and existing disparities in healthcare access. RESULTS The number of tele-np publications has been stagnant since the onset of the COVID-19 pandemic. There are less published experimental studies of tele-neuropsychology (tele-np), and particularly in-home tele-np-t, than other tele-np publications. There is strong foundational evidence of the acceptability, feasibility, and reliability of tele-np-t, but relatively few studies of the reliability and validity of in-home tele-np-t using randomization methodology. CONCLUSIONS More studies of the reliability and validity of in-home tele-np-t using randomization methodology are necessary to support inclusion of tele-np-t codes on the CMS and CPT telehealth lists, and subsequently, the integration and delivery of in-home tele-np-t services across providers and institutions. These actions are needed to maintain equitable reimbursement of in-home tele-np-t services and address the widespread disparities in healthcare access.
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Affiliation(s)
- Scott A Sperling
- Department of Neurology, Center for Neurological Restoration, Cleveland Clinic, Cleveland, OH, USA
| | | | - Joshua Fox-Fuller
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
| | - Mary K Colvin
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Lana Harder
- Children's Health, Children's Medical Center, Dallas, TX, USA
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - C Munro Cullum
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Department of Neurological Surgery, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - John J Randolph
- Department of Psychiatry, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
- Randolph Neuropsychology Associates, PLLC, Lebanon, NH, USA
| | | | - Patricia Espe-Pfeifer
- Department of Psychiatry and Pediatrics, University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Laura H Lacritz
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Peter A Arnett
- Department of Psychology, The Pennsylvania State University, State College, PA, USA
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Harvey PD, Strassnig A, Strassnig M, Heaton A, Kuehn K, Torre P, Sundermann EE, Pinkham A, Depp CA, Black G, Wharton W, Waldrop D, Anderson AM, Moore RC. Mild Cognitive Impairment, But Not HIV Status, is Related to Reduced Awareness of Level of Cognitive Performance Among Older Adults. Am J Geriatr Psychiatry 2023; 31:1117-1128. [PMID: 37544836 PMCID: PMC10732243 DOI: 10.1016/j.jagp.2023.07.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 07/13/2023] [Accepted: 07/14/2023] [Indexed: 08/08/2023]
Abstract
OBJECTIVE Self-assessment of cognitive abilities can be an important predictor of clinical outcomes. This study examined impairments in self-assessments of cognitive performance, assessed with traditional neuropsychological assessments and novel virtual reality tests among older persons with and without human immunodeficiency virus (HIV) and mild cognitive impairment (MCI). METHODS One hundred twenty-two participants (82 persons with HIV; 79 MCI+) completed a traditional neuropsychological battery, DETECT virtual reality cognitive battery, and self-reported their general cognitive complaints, depressive symptoms, and perceptions of DETECT performance. Relationships between DETECT performance and self-assessments of performance were examined as were the correlations between general cognitive complaints and performance. These relations were evaluated across HIV and MCI status, considering the associations of depressive symptoms, performance, and self-assessment. RESULTS We found no effect of HIV status on objective performance or self-assessment of DETECT performance. However, MCI+ participants performed worse on DETECT and traditional cognitive tests, while also showing a directional bias towards overestimation of their performance. MCI- participants showed a bias toward underestimation. Cognitive complaints were reduced compared to objective performance in MCI+ participants. Correlations between self-reported depressive symptoms and cognitive performance or self-assessment of performance were nonsignificant. CONCLUSIONS MCI+ participants underperformed on neuropsychological testing, while overestimating performance. Interestingly, MCI- participants underestimated performance to approximately the same extent as MCI+ participants overestimated. Practical implications include providing support for persons with MCI regarding awareness of limitations and consideration that self-assessments of cognitive performance may be overestimated. Similarly, supporting older persons without MCI to realistically appraise their abilities may have clinical importance.
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Affiliation(s)
- Philip D Harvey
- Department of Psychiatry and Behavioral Sciences (PDH, MS), Miller School of Medicine, University of Miami, Miami, FL; Research Service (PDH), Miami VA Healthcare System, Miami, FL
| | | | - Martin Strassnig
- Department of Psychiatry and Behavioral Sciences (PDH, MS), Miller School of Medicine, University of Miami, Miami, FL
| | - Anne Heaton
- Department of Psychiatry (AH, ESS, CAD, RCM), University of California San Diego, San Diego, CA
| | - Kevin Kuehn
- Department of Medicine (KK), University of California San Diego, San Diego, CA
| | - Peter Torre
- School of Speech, Language, and Hearing Sciences (PT), San Diego State University, San Diego, CA
| | - Erin E Sundermann
- Department of Psychiatry (AH, ESS, CAD, RCM), University of California San Diego, San Diego, CA
| | - Amy Pinkham
- School of Behavioral and Brain Sciences (AP), The University of Texas at Dallas, Richardson, TX
| | - Colin A Depp
- Department of Psychiatry (AH, ESS, CAD, RCM), University of California San Diego, San Diego, CA; VA San Diego Healthcare System (CAD), San Diego, CA
| | | | | | | | | | - Raeanne C Moore
- Department of Psychiatry (AH, ESS, CAD, RCM), University of California San Diego, San Diego, CA.
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5
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Moore RC, Kuehn KS, Heaton A, Sundermann EE, Campbell LM, Torre P, Umlauf A, Moore DJ, Kosoris N, Wright DW, LaPlaca MC, Waldrop D, Anderson AM. An Automated Virtual Reality Program Accurately Diagnoses HIV-Associated Neurocognitive Disorders in Older People With HIV. Open Forum Infect Dis 2023; 10:ofad592. [PMID: 38149107 PMCID: PMC10750141 DOI: 10.1093/ofid/ofad592] [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: 07/20/2023] [Accepted: 11/27/2023] [Indexed: 12/28/2023] Open
Abstract
Background HIV-associated neurocognitive disorders (HANDs) remain prevalent despite antiretroviral therapy, particularly among older people with HIV (PWH). However, the diagnosis of HAND is labor intensive and requires expertise to administer neuropsychological tests. Our prior pilot work established the feasibility and accuracy of a computerized self-administered virtual reality program (DETECT; Display Enhanced Testing for Cognitive Impairment and Traumatic Brain Injury) to measure cognition in younger PWH. The present study expands this to a larger sample of older PWH. Methods We enrolled PWH who were ≥60 years old, were undergoing antiretroviral therapy, had undetectable plasma viral loads, and were without significant neuropsychological confounds. HAND status was determined via Frascati criteria. Regression models that controlled for demographic differences (age, sex, education, race/ethnicity) examined the association between DETECT's cognition module and both HAND status and Global Deficit Score (GDS) derived via traditional neuropsychological tests. Results Seventy-nine PWH (mean age, 66 years; 28% women) completed a comprehensive neuropsychological battery and DETECT's cognition module. Twenty-five (32%) had HAND based on the comprehensive battery. A significant correlation was found between the DETECT cognition module and the neuropsychological battery (r = 0.45, P < .001). Furthermore, in two separate regression models, HAND status (b = -0.79, P < .001) and GDS impairment status (b = -0.83, P < .001) significantly predicted DETECT performance. Areas under the curve for DETECT were 0.78 for differentiating participants by HAND status (HAND vs no HAND) and 0.85 for detecting GDS impairment. Conclusions The DETECT cognition module provides a novel means to identify cognitive impairment in older PWH. As DETECT is fully immersive and self-administered, this virtual reality tool holds promise as a scalable cognitive screening battery.
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Affiliation(s)
- Raeanne C Moore
- Department of Psychiatry, School of Medicine, University of California at San Diego, La Jolla, California, USA
| | - Kevin S Kuehn
- Department of Psychiatry, School of Medicine, University of California at San Diego, La Jolla, California, USA
| | - Anne Heaton
- Department of Psychiatry, School of Medicine, University of California at San Diego, La Jolla, California, USA
| | - Erin E Sundermann
- Department of Psychiatry, School of Medicine, University of California at San Diego, La Jolla, California, USA
| | - Laura M Campbell
- Department of Psychiatry, School of Medicine, University of California at San Diego, La Jolla, California, USA
- University of California San Diego Joint Doctoral Program in Clinical Psychology, San Diego State University, San Diego, California, USA
| | - Peter Torre
- San Diego State University, San Diego, California, USA
| | - Anya Umlauf
- Department of Psychiatry, School of Medicine, University of California at San Diego, La Jolla, California, USA
| | - David J Moore
- Department of Psychiatry, School of Medicine, University of California at San Diego, La Jolla, California, USA
| | | | - David W Wright
- Department of Emergency Medicine, School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Michelle C LaPlaca
- Department of Biomedical Engineering, Georgia Tech and Emory University, Atlanta, Georgia, USA
| | - Drenna Waldrop
- Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, Georgia, USA
| | - Albert M Anderson
- Division of Infectious Diseases, Department of Medicine, School of Medicine, Emory University, Atlanta, Georgia, USA
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6
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Torre P, Sundermann EE, Brandino A, Heaton A, Devore J, Anderson AM, Moore RC. Auditory and cognitive function in older adults living with and without HIV. AIDS 2023; 37:1971-1978. [PMID: 37289579 PMCID: PMC10538433 DOI: 10.1097/qad.0000000000003618] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
OBJECTIVES To evaluate the peripheral hearing sensitivity and central auditory processing in persons with HIV (PWH) and persons without HIV (PWoH); and the association between cognitive function and central auditory processing in PWH and PWoH. DESIGN Cross-sectional, observational study. METHODS Participants included 67 PWH {70.2% men; mean age = 66.6 years [standard deviation (SD) = 4.7 years]} and 35 PWoH [51.4% men; mean age = 72.9 years (SD = 7.0 years)]. Participants completed a hearing assessment and a central auditory processing assessment that included dichotic digits testing (DDT). Pure-tone air-conduction thresholds were obtained at octave frequencies from 0.25 through 8 kHz. A pure-tone average (PTA) was calculated from 0.5, 1, 2, and 4 kHz thresholds for each ear. Participants also completed a neuropsychological battery assessing cognition in seven domains. RESULTS PWH had slightly lower (i.e. better) PTAs compared with PWoH, but this was not statistically significant. Conversely, PWH and PWoH had similar DDT results for both ears. Poorer verbal fluency, learning, and working memory performance was significantly related to lower DDT scores, and those defined as having verbal fluency, learning, and working memory impairment had significantly poorer DDT scores (8-18% lower) in both ears. CONCLUSION Hearing and DDT results were similar in PWH and PWoH. The relationship between verbal fluency, learning, and working memory impairment and poorer DDT results did not differ by HIV serostatus. Clinicians, particularly audiologists, should be mindful of cognitive functioning abilities when evaluating central auditory processing.
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Affiliation(s)
- Peter Torre
- San Diego State University, School of Speech, Language, and Hearing Sciences, San Diego
| | - Erin E Sundermann
- University of California San Diego, Department of Psychiatry, La Jolla, California
| | | | - Anne Heaton
- University of California San Diego, Department of Psychiatry, La Jolla, California
| | - Julia Devore
- San Diego State University, School of Speech, Language, and Hearing Sciences, San Diego
| | | | - Raeanne C Moore
- University of California San Diego, Department of Psychiatry, La Jolla, California
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7
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Nakamura ZM, Deal AM, Park EM, Stanton KE, Lopez YE, Quillen LJ, O'Hare Kelly E, Heiling HM, Nyrop KA, Ray EM, Dees EC, Reeder-Hayes KE, Jolly TA, Carey LA, Abdou Y, Olajide OA, Rauch JK, Joseph R, Copeland A, McNamara MA, Ahles TA, Muss HB. A phase II single-arm trial of memantine for prevention of cognitive decline during chemotherapy in patients with early breast cancer: Feasibility, tolerability, acceptability, and preliminary effects. Cancer Med 2023; 12:8172-8183. [PMID: 36645168 PMCID: PMC10134315 DOI: 10.1002/cam4.5619] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 12/29/2022] [Accepted: 12/31/2022] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND Cognitive difficulties have been described after chemotherapy for breast cancer, but there is no standard of care to improve cognitive outcomes in these patients. This trial examined the feasibility, tolerability, acceptability, and preliminary effects of memantine to prevent cognitive decline during chemotherapy for breast cancer. METHODS Patients with stage I-III breast cancer, scheduled for neo/adjuvant chemotherapy, completed a cognitive battery prior to and 4 weeks after completing chemotherapy. Memantine (10 mg BID) was administered concurrent with chemotherapy. Our primary cognitive outcome was visual working memory assessed by the Delayed Matching to Sample test. We used the Brief Medication Questionnaire to assess acceptability. RESULTS Of 126 patients approached, 56 (44%) enrolled. Forty-five (80%) received ≥1 dose of memantine and completed pre-post assessments. Seventy-six percent reported taking ≥90% of scheduled doses. Participants were mean age of 56, 77% White, and 57% had stage I disease. Sixty-four percent had stable or improved Delayed Matching to Sample test scores. Stable or improved cognition was observed in 87%-91% across objective cognitive domain composite measures. Sixty-six percent self-reported stable or improved cognitive symptoms. There were seven greater than or equal to grade 3 adverse events; two were possibly related to memantine. Only 5% reported that taking memantine was a disruption to their lives. CONCLUSIONS Memantine was well-tolerated and consistently taken by a large majority of patients receiving breast cancer chemotherapy. The majority demonstrated stable or improved cognition from pre- to post-assessment. Randomized trials are needed to determine memantine's efficacy to ameliorate cognitive loss. TRIAL REGISTRATION ClinicalTrials.gov NCT04033419.
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Affiliation(s)
- Zev M Nakamura
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Allison M Deal
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Eliza M Park
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Division of Oncology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Kate E Stanton
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Yesy E Lopez
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Laura J Quillen
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Erin O'Hare Kelly
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Hillary M Heiling
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Kirsten A Nyrop
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Division of Oncology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Emily M Ray
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Division of Oncology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - E Claire Dees
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Division of Oncology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Katherine E Reeder-Hayes
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Division of Oncology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Trevor A Jolly
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Division of Oncology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Lisa A Carey
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Division of Oncology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Yara Abdou
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Division of Oncology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | | | - Julia K Rauch
- Rex Hematology Oncology Associates, Rex Cancer Care, Raleigh, North Carolina, USA
| | - Ranjit Joseph
- Rex Hematology Oncology Associates, Rex Cancer Care, Raleigh, North Carolina, USA
| | - Anureet Copeland
- Rex Hematology Oncology Associates, Rex Cancer Care, Raleigh, North Carolina, USA
| | - Megan A McNamara
- Rex Hematology Oncology Associates, Rex Cancer Care, Raleigh, North Carolina, USA
| | - Tim A Ahles
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Hyman B Muss
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Division of Oncology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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