| Literature DB >> 35583041 |
Kathleen Van Dyk1,2, Lucy Wall1, Brandon F Heimberg1, Justin Choi3, Catalina Raymond4,5, Chencai Wang4,5, Albert Lai2,3, Timothy F Cloughesy2,3, Benjamin M Ellingson1,2,4,5, Phioanh Nghiemphu2,3.
Abstract
Aim: Understanding and supporting quality of life (QoL) and daily functioning in glioma patients is a clinical imperative. In this study, we examined the relationship between cognition, psychological factors, measures of health-related QoL and functioning in glioma survivors. Materials & methods: We examined neuropsychological, self-reported cognition, mood and QoL correlates of work and non-work-related daily functioning in 23 glioma survivors, and carried out linear models of the best predictors. Results & conclusion: A total of 13/23 participants were working at the time of enrollment. The best model for worse work-related functioning (R2 = .83) included worse self-reported cognitive function, depression, loneliness and brain tumor symptoms. The best model for worse non-work-related functioning (R2 = .61) included worse self-reported cognitive functioning, anxiety, sleep disturbance and physical functioning. Neuropsychological variables were not among the most highly correlated with function. Worse cognitive, particularly self-reported and psychosocial outcomes may compromise optimal functioning in glioma survivors.Entities:
Keywords: cancer; daily functioning; employment; function; glioma; quality of life; survivorship
Mesh:
Year: 2022 PMID: 35583041 PMCID: PMC9134930 DOI: 10.2217/cns-2022-0002
Source DB: PubMed Journal: CNS Oncol ISSN: 2045-0907
Demographic characteristics of study population.
| Characteristic | Total sample (n = 23) | ||
|---|---|---|---|
| n | Percent | ||
| Age, years | |||
| Mean | 44.26 | ||
| SD | 12.24 | ||
| Education | |||
| Mean | 16.04 | ||
| SD | 1.77 | ||
| Time since surgery, years | |||
| Mean | 7.60 | ||
| SD | (5.06) | ||
| Intelligence quotient (IQ) | |||
| Mean | 104.96 | ||
| SD | 12.33 | ||
| Gender | |||
| Male | 15 | 34.8 | |
| Female | 8 | 65.2 | |
| Race | |||
| White, non-Hispanic | 21 | 91.3 | |
| African–American | 1 | 4.3 | |
| Asian | 1 | 4.3 | |
| Employment status | |||
| Full or part-time | 10 | 43.5 | |
| Not employed | 13 | 56.5 | |
| Tumor location | |||
| Left frontal | 5 | 21.7 | |
| Left occipital | 1 | 4.3 | |
| Left parietal | 1 | 4.3 | |
| Left temporal | 4 | 17.4 | |
| Right frontal | 6 | 26.1 | |
| Right frontal temporal | 1 | 4.3 | |
| Right occipital | 1 | 4.3 | |
| Right parietal | 2 | 8.7 | |
| Right temporal | 1 | 4.3 | |
| Subcortical | 1 | 4.3 | |
| IDH mutant | |||
| Yes | 15 | 65.2 | |
| No | 3 | 13 | |
| N/A | 4 | 17.4 | |
| Missing | 1 | 4.3 | |
| Radiation therapy | |||
| Yes | 21 | 91.3 | |
| No | 2 | 8.7 | |
| Chemotherapy | |||
| Yes | 21 | 91.3 | |
| No | 2 | 8.7 | |
| Chemotherapy type | |||
| PCV, tamoxifen | 1 | 4.3 | |
| TMZ/PCV/CCNU/procarb/vincristine | 1 | 4.3 | |
| TMZ, adjuvant | 18 | 78.3 | |
| Velcade/TMZ, adjuvant | 1 | 4.3 | |
| N/A | 2 | 8.7 | |
| Cancer diagnosis, revised | |||
| AA | 5 | 21.7 | |
| AOA | 3 | 13 | |
| AOG | 2 | 8.7 | |
| Anaplastic mixed glioma | 1 | 4.3 | |
| GBM | 4 | 17.4 | |
| LA | 4 | 17.4 | |
| LO | 2 | 8.7 | |
| PPA | 1 | 4.3 | |
| PXA | 1 | 4.3 | |
AA: Anaplastic astrocytoma; AOA: Anaplastic oligoastrocytoma; AOG: Anaplastic oligodendroglial gliomas; CCNU: Lomustine; GBM: Glioblastoma; LA: Low grade astrocytoma; LO: Low grade oligodendroglioma; PCV: Procarbazine + lomustine + vincristine chemotherapy; PPA: Pilocytic astrocytoma; PXA: Pleomorphic xanthoastrocytoma; SD: Standard deviation; TMZ: Temozolomide (Temodar).
Psychosocial factors between diffuse glioma survivors currently working or not working.
| Variable | Working (n = 13) | Not working (n = 10) | Total sample (n = 23) |
|---|---|---|---|
| Employment change post brain tumor, n (%) | |||
| No | 11 (85) | 3 (30) | 14 (61) |
| Yes (reduced, personal time, stopped) | 2 (15) | 7 (70) | 9 (39) |
| Age, mean (SD) | 42.85 (14.69) | 46.10 (8.49) | 44.26 (12.24) |
| Gender, n (%) | |||
| Male | 10 (77) | 5 (50) | 15 (65) |
| Female | 3 (23) | 5 (50) | 8 (35) |
| Years of education, mean (SD) | 16.23 (1.301) | 15.80 (2.30) | 16.04 (1.77) |
| IQ, mean (SD) | 105.08 (14.69) | 104.8 (9.16) | 104.96 (12.33) |
| Time since surgery (years), mean (SD) | 8.08 (5.78) | 6.96 (4.14) | 7.60 (5.06) |
| Impaired on two or more neuropsychological tests ≤-2 z-score, n (%) | 7 (54) | 5 (50) | 12 (52) |
| BDI-II, mean (SD) | 8.08 (8.751) | 11.6 (9.08) | 9.61 (8.87) |
| BAI, mean (SD) | 5.15 (5.94) | 12.3 (9.61) | 8.26 (8.38) |
| FACT-Br, mean (SD) | |||
| Physical well-being | 24.92 (4.07) | 23.6 (4.74) | 24.35 (4.32) |
| Social/family well-being | 21. 69 (6.41) | 20.7 (5.06) | 21.26 (5.75) |
| Emotional well-being | 21 (2.92) | 17.9 (3.9) | 19.65 (3.65) |
| Functional well-being | 20.15 (8.05) | 18.7 (5.06) | 19.52 (6.81) |
| Brain cancer subscale (n = 22) | 74.96 (14.75) | 59.78 (17.98) | 68.75 (17.49) |
| Total (n = 22) | 162.73 (26.35) | 139.11 (29.85) | 153.07 (29.62) |
| FACT-Cog, mean (SD) | |||
| Perceived cognitive impairments | 54.38 (18.19) | 37.5 (18.05) | 47.04 (19.67) |
| Comments from others | 13.92 (2.93) | 13 (3.53) | 13.52 (3.16) |
| Perceived cognitive abilities | 18.08 (7.66) | 12.1 (7.23) | 15.48 (7.91) |
| Impact of quality of life (n = 22) | 14.42 (2.43) | 10.3 (5.31) | 12.55 (4.43) |
| MFSI-SF, mean (SD) | |||
| General scale | 6.27 (7.12) | 5.1 (4.47) | 5.76 (6.01) |
| Physical scale | 2.54 (3.97) | 5.1 (5.08) | 3.65 (4.57) |
| Emotional scale | 3.69 (3.90) | 5.75 (5.63) | 4.59 (4.73) |
| Mental scale | 5.58 (5.17) | 10.1 (6.83) | 7.54 (6.24) |
| Vigor scale | 15.08 (5.42) | 12.8 (6.22) | 14.09 (5.76) |
| Total score | 3 (22.06) | 13.25 (23.43) | 7.46 (22.74) |
| PSQI, mean (SD) | |||
| Global (n = 18) | 4.86 (4.11) | 6.71 (3.45) | 5.58 (3.87) |
| Global with avg missing items (n = 22) | 5.73 (5.59) | 6.58 (3.27) | 6.08 (4.71) |
| Loneliness scale total (n = 22), mean (SD) | 4.23 (1.42) | 5.11 (1.96) | 4.59 (1.68) |
| Self-efficacy scale total, mean (SD) | 50.92 (10.02) | 39.1 (17.07) | 45.78 (14.49) |
| Impact of event scale total, mean (SD) | 10.92 (10.5) | 20.8 (15.12) | 15.22 (13.37) |
p < 0.05.
BAI: Beck Anxiety Inventory; BDI-II: Beck Depression Inventory – second edition; FACT-Br: The functional assessment of cancer therapy – brain; FACT-Cog: The functional assessment of cancer therapy – cognitive function; IQ: Intelligence quotient; MFSI-SF: Multidimensional fatigue symptom inventory – short form; PSQI: The Pittsburg Sleep Quality Index; SD: Standard deviation.
Correlations with work productivity and activity impairment productivity and work productivity and activity impairment ability.
| Demographic and clinical variables | WPAI productivity (n = 13) | WPAI ability (n = 23) |
|---|---|---|
| Age | 0.236 | -0.074 |
| Gender | -0.357 | -0.147 |
| Education, years | -0.311 | 0.329 |
| IQ | -0.269 | 0.036 |
| Time since surgery | 0.364 | -0.002 |
| Chemotherapy (yes/no) | 0.345 | 0.193 |
| Neuropsychological tests, normed | ||
| Letter fluency total | -0.447 | 0.124 |
| Animal naming total | -0.421 | -0.132 |
| BNT-2 total | -0.366 | -0.163 |
| BVMT-R total recall | -0.394 | 0.029 |
| BVMT-R delayed recall | -0.368 | 0.049 |
| Coding total | -0.261 | -0.426 |
| Digit span total | -0.325 | -0.273 |
| HVLT-R total recall | -0.624 | -0.276 |
| HVLT-R delayed recall | -0.467 | -0.151 |
| HVLT-R recognition | -0.367 | -0.198 |
| Rey-O copy | -0.401 | -0.409 |
| Stroop word reading | -0.360 | -0.128 |
| Stroop color naming | -0.263 | -0.223 |
| Stroop color-word | -0.391 | -0.308 |
| Stroop interference | -0.451 | -0.114 |
| TOPF | -0.269 | 0.036 |
| Trails A time | 0.131 | -0.068 |
| Trails B time | -0.144 | -0.346 |
| Impaired on two or more neuropsychological tests ≤-2 z-score, n (%) | 0.479 | 0.374 |
| Self-report measures | ||
| BDI-II raw | 0.827 | 0.576 |
| BAI Raw | 0.468 | 0.609 |
| FACT-Br physical well-being | -0.621 | -0.583 |
| FACT-Br social/family well-being | -0.469 | -0.446 |
| FACT-Br emotional well-being | -0.269 | -0.469 |
| FACT-Br functional well-being | -0.250 | -0.533 |
| FACT-Br brain cancer subscale | -0.612 | -0.506 |
| FACT-Cog perceived cognitive impairments | -0.760 | -0.542 |
| FCAT-Cog perceived cognitive abilities | -0.851 | -0.564 |
| PSQI global | 0.587 | 0.721 |
| Loneliness scale total | 0.818 | 0.414 |
| Impact of event scale total | 0.607 | 0.527 |
p < 0.05.
p < 0.01.
Variable significantly skewed (Z >1.96), Spearman’s rank correlation coefficient.
BAI: Beck Anxiety Inventory; BDI-II: Beck Depression Inventory – second edition; BNT-2: Boston naming test, 2nd edition; BVMT-R: Brief visuospatial memory test-revised; FACT-Br: The functional assessment of cancer therapy – brain; FACT-Cog: The functional assessment of cancer therapy – cognitive function; HVLT-R: Hopkins verbal learning test-revised; IQ: Intelligence quotient; PSQI: The Pittsburg Sleep Quality Index; Rey-O: Rey–Osterrieth complex figure test; Stroop: Stroop golden; TOPF: Test of premorbid functioning; WPAI: Work productivity and activity impairment questionnaire.
Linear regression models of work productivity and activity impairment productivity and ability.
| DV | Variable | R2 | R2adjusted | β | Standard error | Standardized beta | Partial correlation | Part correlation | Variance inflation factor |
|---|---|---|---|---|---|---|---|---|---|
| WPAI productivity | 0.832 | 0.748 | |||||||
| FACT-Cog perceived cognitive abilities | -0.302 | 0.120 | -0.974 | -0.665 | -0.365 | 7.128 | |||
| FACT-br physical well-being | -0.209 | 0.172 | -0.359 | -0.395 | -0.176 | 4.152 | |||
| BDI-II raw | 0.075 | 0.076 | 0.277 | 0.329 | 0.143 | 3.756 | |||
| Loneliness scale total | -1.072 | 0.717 | -0.643 | -0.467 | -0.216 | 8.816 | |||
| WPAI ability | 0.610 | 0.518 | |||||||
| FACT-Cog perceived cognitive abilities | -0.158 | 0.073 | -0.448 | -0.465 | -0.328 | 1.861 | |||
| FACT-br physical well-being | -0.238 | 0.139 | -0.386 | -0.383 | -0.259 | 2.223 | |||
| BAI raw | 0.078 | 0.066 | 0.246 | 0.277 | 0.180 | 1.861 | |||
| PSQI global | -0.085 | 0.147 | -0.146 | -0.139 | -0.087 | 2.792 |
p < 0.05.
BAI: Beck Anxiety Inventory; BDI-II: Beck Depression Inventory – second edition; FACT-Br: The functional assessment of cancer therapy – brain; FACT-Cog: The functional assessment of cancer therapy – cognitive function, v.3; PSQI: The Pittsburg Sleep Quality Index; WPAI: Work productivity and activity impairment questionnaire.