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McNeish BL, Rosso AL, Campbell G, Fedor J, Durica KC, Bartel C, Marchetti G, Low CA. An association of cognitive function with mobile metrics of community walking in older cancer survivors: A pilot study. J Geriatr Oncol 2024:102146. [PMID: 39482216 DOI: 10.1016/j.jgo.2024.102146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2024] [Revised: 09/25/2024] [Accepted: 10/25/2024] [Indexed: 11/03/2024]
Abstract
INTRODUCTION Older cancer survivors have an elevated risk for mobility dysfunction compared to their cancer-free peers. Despite the established link between cognitive function and community walking in older cancer-free adults, little is known about this relationship in older cancer survivors. This pilot study aimed to evaluate the association of performance-based and self-reported cognitive function with mobile metrics of community walking collected by a wearable Fitbit device. MATERIALS AND METHODS This study enrolled older cancer survivors (mean age 73 years old, range 65-83; 98 % White; 50 % female) within five years of completing primary treatment. Cognitive function, specifically executive function and processing speed was collected with the digit symbol substitution test (DSST) and self-reported cognition was evaluated by the Patient Reported Outcomes Measurement Information System- Cognitive (PROMIS-Cog). Continuous walking data from Fitbit wearable devices were collected passively over four weeks. To examine associations between DSST and PROMIS-Cog with mobile measures of walking, we conducted bivariate correlation and multivariable linear regression analyses adjusting for age, education, and number of comorbidities. RESULTS In bivariate analyses, higher DSST scores were correlated with higher step count and peak cadence and lower fragmentation of walking in daily life (r = 0.48-0.51, p < 0.01). Higher PROMIS-Cog scores were correlated with higher peak cadence (r = 0.32, p < 0.05), trended towards correlation with step count (r = 0.30, p = 0.06), and were not correlated with fragmentation of walking (r = -0.24, p = 0.13). In multivariable models adjusting for age, presence of graduate level education, and number of comorbidities, higher DSST scores were independently associated with higher peak cadence, step count, and demonstrated a trend towards lower fragmentation of walking in daily life, but PROMIS-Cog was not independently associated with any mobility metrics. Similar results for association of DSST with walking when models included adjustment for PROMIS-depression scale, receipt of chemotherapy treatment, or when education was defined by presence of a bachelor's degree. DISCUSSION This study suggests an association between cognitive functions of executive function and processing speed with mobile metrics of community walking in older cancer survivors. Understanding how cognitive function affects walking may help identify new rehabilitation targets for older cancer survivors.
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Affiliation(s)
- Brendan L McNeish
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA, USA.
| | - Andrea L Rosso
- Department of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
| | - Grace Campbell
- University of Pittsburgh, 3347 Forbes Avenue, Suite 200, Pittsburgh, PA, USA; Duquesne University, 600 Forbes Avenue, Pittsburgh, PA, USA.
| | - Jennifer Fedor
- University of Pittsburgh, 3347 Forbes Avenue, Suite 200, Pittsburgh, PA, USA.
| | - Krina C Durica
- University of Pittsburgh, 3347 Forbes Avenue, Suite 200, Pittsburgh, PA, USA.
| | - Christianna Bartel
- University of Pittsburgh, 3347 Forbes Avenue, Suite 200, Pittsburgh, PA, USA.
| | | | - Carissa A Low
- University of Pittsburgh, 3347 Forbes Avenue, Suite 200, Pittsburgh, PA, USA.
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McNeish BL, Dittus K, Mossburg J, Krant N, Steinharter JA, Feb K, Cote H, Hehir MK, Reynolds R, Redfern MS, Rosano C, Richardson JK, Kolb N. The association of chemotherapy-induced peripheral neuropathy with reduced executive function in chemotherapy-treated cancer survivors: A cross-sectional study. J Geriatr Oncol 2024; 15:101765. [PMID: 38581957 PMCID: PMC11088516 DOI: 10.1016/j.jgo.2024.101765] [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: 08/19/2023] [Revised: 02/14/2024] [Accepted: 04/01/2024] [Indexed: 04/08/2024]
Abstract
INTRODUCTION Chemotherapy-induced peripheral neuropathy (CIPN) is common and disabling among cancer survivors. Little is known about the association of CIPN with other measures of the nervous system's integrity, such as executive dysfunction. We compared measures of executive function in older chemotherapy-treated cancer survivors with and without CIPN. MATERIALS AND METHODS This cross-sectional study enrolled 50 chemotherapy-treated cancer survivors (65.6 ± 11.5 years, 88% female) post-chemotherapy treatment who were previously referred for outpatient rehabilitation at the request of the cancer survivor or a medical provider. Twenty-two participants (44%) had CIPN defined by patient-reported distal paresthesia or numbness, which began with chemotherapy and continued to the time of cognitive testing. Measures of executive function included Trails-B, Stroop, and rapid reaction accuracy (RRA) and were evaluated between cancer survivors with and without CIPN using t-tests. Multivariable models were then used to determine whether CIPN was an independent determinant of the measures of executive function (Trails-B, Stroop Incongruent, and RRA). Models were adjusted for age, sex, history of anxiety, and benzodiazepine use due to their known associations with CIPN and executive function. RESULTS Cancer survivors with CIPN (CIPN+) had reduced executive function compared to survivors without CIPN (CIPN-) on Trails-B (CIPN+: 84.9 s ± 44.1 s, CIPN-: 59.1 s ± 22.5 s, p = 0.01), Stroop (CIPN+: 100.6 s ± 38.2 s, CIPN-: 82.1 s ± 17.3 s, p = 0.03), and RRA (CIPN+: 60.3% ± 12.9%, CIPN-: 70.6% ± 15.7%, p = 0.01). There were no differences in cancer stage severity or functional status by patient report or sit-to-stand function. The association between CIPN and reduced executive function was found in multivariable models after adjusting for age, sex, anxiety, and benzodiazepine use for Trails-B (ß:17.9, p = 0.046), Stroop (ß:16.9, p = 0.02), and RRA (ß:-0.072, p = 0.03). DISCUSSION In this population, CIPN is associated with reduced executive function in older cancer survivors treated with chemotherapy. Future research is required to further understand this preliminary association, the causality, and the potential risk factors.
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Affiliation(s)
- Brendan L McNeish
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA, USA; Department of Neurological Sciences, Larner College of Medicine at the University of Vermont, Burlington, VT, USA.
| | - Kim Dittus
- University of Vermont Cancer Center, Burlington, VT, USA; Department of Medicine, University of Vermont, Burlington, VT, USA.
| | - Jurdan Mossburg
- Department of Physical Therapy, University of Vermont, Burlington, VT, USA
| | - Nicholas Krant
- Department of Neurological Sciences, Larner College of Medicine at the University of Vermont, Burlington, VT, USA.
| | - John A Steinharter
- Department of Neurological Sciences, Larner College of Medicine at the University of Vermont, Burlington, VT, USA.
| | - Kendall Feb
- Department of Neurological Sciences, Larner College of Medicine at the University of Vermont, Burlington, VT, USA
| | - Hunter Cote
- Department of Physical Therapy, University of Vermont, Burlington, VT, USA.
| | - Michael K Hehir
- Department of Neurological Sciences, Larner College of Medicine at the University of Vermont, Burlington, VT, USA.
| | | | - Mark S Redfern
- Department of Bioengineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, USA.
| | - Caterina Rosano
- Department of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
| | - James K Richardson
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA.
| | - Noah Kolb
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA, USA; Department of Neurological Sciences, Larner College of Medicine at the University of Vermont, Burlington, VT, USA.
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McNeish BL, Dittus K, Mossburg J, Krant N, Steinharter JA, Feb K, Cote H, Hehir MK, Reynolds R, Bell SG, Redfern MS, Rosano C, Richardson JK, Kolb N. Unipedal stance time is associated with fall outcomes in older chemotherapy-treated cancer survivors: A retrospective study. J Geriatr Oncol 2024; 15:101667. [PMID: 37973427 PMCID: PMC10994744 DOI: 10.1016/j.jgo.2023.101667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 10/13/2023] [Accepted: 11/07/2023] [Indexed: 11/19/2023]
Affiliation(s)
- Brendan L McNeish
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA, USA; Department of Neurological Sciences, Larner College of Medicine at the University of Vermont, Burlington, VT, USA.
| | - Kim Dittus
- University of Vermont Cancer Center, Burlington, VT, USA; Department of Medicine, University of Vermont, Burlington, VT, USA.
| | - Jurdan Mossburg
- Department of Physical Therapy, University of Vermont, Burlington, VT, USA
| | - Nicholas Krant
- Department of Neurological Sciences, Larner College of Medicine at the University of Vermont, Burlington, VT, USA.
| | - Jack A Steinharter
- Department of Neurological Sciences, Larner College of Medicine at the University of Vermont, Burlington, VT, USA.
| | - Kendall Feb
- Department of Neurological Sciences, Larner College of Medicine at the University of Vermont, Burlington, VT, USA
| | - Hunter Cote
- Department of Physical Therapy, University of Vermont, Burlington, VT, USA.
| | - Michael K Hehir
- Department of Neurological Sciences, Larner College of Medicine at the University of Vermont, Burlington, VT, USA.
| | | | - Sarah G Bell
- Department of Obstetrics and Gynecology, University of Pittsburgh, Pittsburgh, PA, USA.
| | - Mark S Redfern
- Department of Bioengineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, USA.
| | - Caterina Rosano
- Department of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
| | - James K Richardson
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA.
| | - Noah Kolb
- Department of Neurological Sciences, Larner College of Medicine at the University of Vermont, Burlington, VT, USA.
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McNeish BL, Dittus K, Mossburg J, Krant N, Steinharter JA, Feb K, Cote H, Hehir MK, Reynolds R, Redfern MS, Rosano C, Richardson JK, Kolb N. Executive function is associated with balance and falls in older cancer survivors treated with chemotherapy: A cross-sectional study. J Geriatr Oncol 2023; 14:101637. [PMID: 37776612 PMCID: PMC10841675 DOI: 10.1016/j.jgo.2023.101637] [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: 07/26/2023] [Revised: 08/28/2023] [Accepted: 09/19/2023] [Indexed: 10/02/2023]
Abstract
INTRODUCTION Balance decrements and increased fall risk in older cancer survivors have been attributed to chemotherapy-induced peripheral neuropathy (CIPN). Cognition is also affected by chemotherapy and may be an additional contributing factor to poor balance through changes in executive functioning. We examined the association of executive function with balance and falls in older cancer survivors who had been treated with chemotherapy. MATERIALS AND METHODS Fifty cancer survivors (aged 65.6 ± 11.5 years; 88% female) who were all treated with chemotherapy were included in this cross-sectional study at a tertiary medical center. Executive function was measured by Trails-B, Stroop, and rapid reaction accuracy, a measure emphasizing rapid inhibitory function. Balance was measured by five sit-to-stand time (5STS), repetitions of sit-to-stand in thirty seconds (STS30), and unipedal stance time (UST), which was the primary balance outcome measure. Self-reported falls in the past year were also recorded and was a secondary outcome. Bivariate analyses were conducted between executive function measures and balance variables. Multivariable models were constructed for UST and falls outcomes and included covariates of age and chemotherapy induced peripheral neuropathy status. RESULTS Pearson correlations demonstrated significant relationships between two executive function measures (rapid reaction accuracy, Trails-B) and all the balance measures assessed (UST, STS30, and 5STS). Rapid reaction accuracy correlations were stronger than Trails-B. The Stroop measure correlated solely with UST. In multivariable models, rapid reaction accuracy was associated with better UST (standardized regression coefficient: 64.1, p < 0.01), decreased any fall (odds ratio = 0.000901, p = 0.04), and decreased recurrent falls (odds ratio = 0.0000044, p = 0.01). The interaction of CIPN with the inhibitory measures in the prediction of balance was not significant. DISCUSSION Measures of executive function were associated with balance, but among the executive function tests, rapid reaction accuracy had the strongest correlations to balance and was independently associated with falls. The findings suggest that executive function should be considered when assessing fall risk and developing interventions intended to reduce fall risk in older chemotherapy-treated cancer survivors.
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Affiliation(s)
- Brendan L McNeish
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA, USA; Department of Neurological Sciences, Larner College of Medicine at the University of Vermont, Burlington, VT, USA.
| | - Kim Dittus
- University of Vermont Cancer Center, Burlington, VT, USA; Department of Medicine, University of Vermont, Burlington, VT, USA.
| | - Jurdan Mossburg
- Department of Physical Therapy, University of Vermont, Burlington, VT, USA.
| | - Nicholas Krant
- Department of Neurological Sciences, Larner College of Medicine at the University of Vermont, Burlington, VT, USA.
| | - John A Steinharter
- Department of Neurological Sciences, Larner College of Medicine at the University of Vermont, Burlington, VT, USA.
| | - Kendall Feb
- Department of Neurological Sciences, Larner College of Medicine at the University of Vermont, Burlington, VT, USA.
| | - Hunter Cote
- Department of Physical Therapy, University of Vermont, Burlington, VT, USA.
| | - Michael K Hehir
- Department of Neurological Sciences, Larner College of Medicine at the University of Vermont, Burlington, VT, USA.
| | | | - Mark S Redfern
- Department of Bioengineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, USA.
| | - Caterina Rosano
- Department of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
| | - James K Richardson
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA.
| | - Noah Kolb
- Department of Neurological Sciences, Larner College of Medicine at the University of Vermont, Burlington, VT, USA.
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McNeish BL, Kolb N. Toxic Neuropathies. Continuum (Minneap Minn) 2023; 29:1444-1468. [PMID: 37851038 DOI: 10.1212/con.0000000000001343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2023]
Abstract
OBJECTIVE The purpose of this article is to provide an overview and update on the most clinically relevant toxic neuropathies. LATEST DEVELOPMENTS Broadly, toxic neuropathies were previously quite rare with the notable exception of neuropathy from alcohol or older chemotherapeutics. The development of newer therapies, particularly immunotherapy to treat malignancy, has resulted in a substantial increase in the occurrence of toxic neuropathies that require timely recognition and treatment. The understanding of other toxic neuropathies continues to evolve, such as statin-induced neuropathy, which new evidence suggests is much less common than previously suspected. ESSENTIAL POINTS Toxic neuropathies can be caused by medications, supplements, and recreational substances that injure peripheral nerves. Medications have evolved in the past 2 decades, as have the types of neuropathies that can be seen as related toxicities. In some areas of medicine, new classes and generations of drugs are associated with a lower incidence of toxic neuropathy.
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de Sire A, Gallelli L, Marotta N, Lippi L, Fusco N, Calafiore D, Cione E, Muraca L, Maconi A, De Sarro G, Ammendolia A, Invernizzi M. Vitamin D Deficiency in Women with Breast Cancer: A Correlation with Osteoporosis? A Machine Learning Approach with Multiple Factor Analysis. Nutrients 2022; 14:1586. [PMID: 35458148 PMCID: PMC9031622 DOI: 10.3390/nu14081586] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 04/08/2022] [Accepted: 04/09/2022] [Indexed: 12/16/2022] Open
Abstract
Breast cancer (BC) is the most frequent malignant tumor in women in Europe and North America, and the use of aromatase inhibitors (AIs) is recommended in women affected by estrogen receptor-positive BCs. AIs, by inhibiting the enzyme that converts androgens into estrogen, cause a decrement in bone mineral density (BMD), with a consequent increased risk of fragility fractures. This study aimed to evaluate the role of vitamin D3 deficiency in women with breast cancer and its correlation with osteoporosis and BMD modifications. This observational cross-sectional study collected the following data regarding bone health: osteoporosis and osteopenia diagnosis, lumbar spine (LS) and femoral neck bone mineral density (BMD), serum levels of 25-hydroxyvitamin D3 (25(OH)D3), calcium and parathyroid hormone. The study included 54 women with BC, mean age 67.3 ± 8.16 years. Given a significantly low correlation with the LS BMD value (r2 = 0.30, p = 0.025), we assessed the role of vitamin D3 via multiple factor analysis and found that BMD and vitamin D3 contributed to the arrangement of clusters, reported as vectors, providing similar trajectories of influence to the construction of the machine learning model. Thus, in a cohort of women with BC undergoing Ais, we identified a very low prevalence (5.6%) of patients with adequate bone health and a normal vitamin D3 status. According to our cluster model, we may conclude that the assessment and management of bone health and vitamin D3 status are crucial in BC survivors.
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Affiliation(s)
- Alessandro de Sire
- Physical Medicine and Rehabilitation Unit, Department of Medical and Surgical Sciences, University of Catanzaro “Magna Graecia”, 88100 Catanzaro, Italy; (N.M.); (A.A.)
| | - Luca Gallelli
- Operative Unit of Clinical Pharmacology, Mater Domini University Hospital, Department of Health Science, University of Catanzaro “Magna Graecia”, 88100 Catanzaro, Italy; (L.G.); (G.D.S.)
- Research Center FAS@UMG, Department of Health Science, University of Catanzaro “Magna Graecia”, 88100 Catanzaro, Italy
| | - Nicola Marotta
- Physical Medicine and Rehabilitation Unit, Department of Medical and Surgical Sciences, University of Catanzaro “Magna Graecia”, 88100 Catanzaro, Italy; (N.M.); (A.A.)
| | - Lorenzo Lippi
- Translational Medicine, Dipartimento Attività Integrate Ricerca e Innovazione (DAIRI), Azienda Ospedaliera SS. Antonio e Biagio e Cesare Arrigo, 15121 Alessandria, Italy; (L.L.); (A.M.); (M.I.)
- Department of Health Sciences, University of Eastern Piedmont “A. Avogadro”, 28100 Novara, Italy
| | - Nicola Fusco
- Department of Oncology and Hemato-Oncology, University of Milan, 20126 Milan, Italy;
- Division of Pathology, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy
| | - Dario Calafiore
- Physical Medicine and Rehabilitation Unit, Department of Neurosciences, ASST Carlo Poma, 46100 Mantova, Italy;
| | - Erika Cione
- Department of Pharmacy, Health and Nutritional Sciences, Department of Excellence 2018–2022, University of Calabria, 87036 Rende, Italy;
| | - Lucia Muraca
- Department of General Medicine, ASP 7, 88100 Catanzaro, Italy;
| | - Antonio Maconi
- Translational Medicine, Dipartimento Attività Integrate Ricerca e Innovazione (DAIRI), Azienda Ospedaliera SS. Antonio e Biagio e Cesare Arrigo, 15121 Alessandria, Italy; (L.L.); (A.M.); (M.I.)
| | - Giovambattista De Sarro
- Operative Unit of Clinical Pharmacology, Mater Domini University Hospital, Department of Health Science, University of Catanzaro “Magna Graecia”, 88100 Catanzaro, Italy; (L.G.); (G.D.S.)
- Research Center FAS@UMG, Department of Health Science, University of Catanzaro “Magna Graecia”, 88100 Catanzaro, Italy
| | - Antonio Ammendolia
- Physical Medicine and Rehabilitation Unit, Department of Medical and Surgical Sciences, University of Catanzaro “Magna Graecia”, 88100 Catanzaro, Italy; (N.M.); (A.A.)
| | - Marco Invernizzi
- Translational Medicine, Dipartimento Attività Integrate Ricerca e Innovazione (DAIRI), Azienda Ospedaliera SS. Antonio e Biagio e Cesare Arrigo, 15121 Alessandria, Italy; (L.L.); (A.M.); (M.I.)
- Department of Health Sciences, University of Eastern Piedmont “A. Avogadro”, 28100 Novara, Italy
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