| Literature DB >> 32456467 |
Maíra Tristão Parra1, Naghmeh Esmeaeli2, Jordan Kohn1, Brook L Henry1, Stephen Klagholz3, Shamini Jain1, Christopher Pruitt1, Daniel Vicario1, Wayne Jonas2, Paul J Mills1.
Abstract
Background: Cancers are one of the leading causes of mortality worldwide. Cancer patients are increasingly seeking integrative care clinics to promote their health and well-being during and after treatment. Aim: To examine relationships between physical activity (PA) and quality of life (QoL) in a sample of cancer patients enrolling in integrative care in a supportive care clinic. Also, to explore circulating inflammatory biomarkers and heart rate variability (HRV) in relationship to PA and QoL.Entities:
Keywords: biomarkers; cancer care facilities; cross-sectional; physical activity; quality of life
Mesh:
Year: 2020 PMID: 32456467 PMCID: PMC7265567 DOI: 10.1177/1534735420921439
Source DB: PubMed Journal: Integr Cancer Ther ISSN: 1534-7354 Impact factor: 3.279
Intra- and Inter-Assays CVs for Biomarkers.
| Intra-Assay CV (%) | Inter-Assay CV (%) | |
|---|---|---|
| CRP | 3.3 | 7.4 |
| IL-6 | 7.6 | >10 |
| TNF-α | 5.2 | >10 |
| VEGF | 5.9 | 13.4 |
| IL1ra | 3.9 | 12.2 |
Abbreviations: CV, coefficient value; CRP, C-reactive protein; IL-6, interleukin 6; TNF-α, tumor necrosis factor-α; VEGF, vascular endothelial growth factor; IL1ra, interleukin-1 receptor antagonist.
Self-Reported Sociodemographic Characteristics According to the Amount of Physical Activity (Reported as Means ± SDs or Absolute and Relative [%] Values).
| Total | n | Less Active | n | More Active | n | Test Statistics[ |
| Effect Sizes | |
|---|---|---|---|---|---|---|---|---|---|
| Age (years) | 56.6 ± 11.3 | 118 | 55.5 ± 11.0 | 65 | 58.0 ± 11.6 | 53 | 1475 | .180 | −0.12[ |
| Sex | 118 | 65 | 53 | 3.770 | .052 | −0.17[ | |||
| Male | 36 (30.5) | 15 (23.1) | 21 (39.6) | ||||||
| Female | 82 (69.5) | 50 (76.9) | 32 (60.4) | ||||||
| Ethnicity | 118 | 65 | 53 | 6.55 | .364 | 0.20[ | |||
| Asian/Pacific Islander | 18 (15.3) | 11 (16.9) | 7 (13.2) | ||||||
| African/Black North American | 1 (0.80) | 1 (1.5) | - | ||||||
| Caucasian | 87 (73.7) | 44 (50.6) | 43 (81.1) | ||||||
| East Indian | 2 (1.7) | 1 (1.5) | 1 (1.9) | ||||||
| Hispanic/Latino | 2 (1.7) | 2 (3.1) | — | ||||||
| Native American/Native Alaskan | 1 (0.8) | 1 (1.5) | — | ||||||
| Other | 7 (5.9) | 2 (3.8) | 2 (3.8) | ||||||
| Education level | 118 | 65 | 53 | 9.53 | .482 | 0.26[ | |||
| Some high school | 1 (0.8) | 1 (1.5) | — | ||||||
| High school graduate | 5 (4.2) | 2 (3.1) | 3 (5.7) | ||||||
| Some college | 23 (19.5) | 13 (20) | 10 (18.9) | ||||||
| College diploma | 11 (9.3) | 4 (6.2) | 7 (13.2) | ||||||
| 2-year college graduate | 9 (7.6) | 3 (4.6) | 6 (11.3) | ||||||
| 4-year college graduate | 19 (16.1) | 11 (16.9) | 8 (15.1) | ||||||
| Attended university | 4 (3.4) | 3 (4.6) | 1 (1.9) | ||||||
| University degree | 11 (9.3) | 8 (12.3) | 3 (5.7) | ||||||
| Some graduate school | 1 (0.8) | 1 (1.5) | — | ||||||
| Postgraduate degree | 33 (28) | 18 (27.7) | 15 (28.3) | ||||||
| Partner status | 117 | 64 | 53 | 6.46 | .167 | 0.23[ | |||
| Single, never married | 20 (17.1) | 10 (15.6) | 10 (18.9) | ||||||
| Separated/divorced | 21 (17.9) | 10 (15.6) | 11 (20.8) | ||||||
| Widowed | 2 (1.7) | 2 (3.1) | — | ||||||
| Living with a partner | 12 (10.3) | 10 (15.6) | 2 (3.8) | ||||||
| Married living with a spouse | 62 (53) | 32 (50) | 30 (56.6) | ||||||
| Children | 116 | 64 | 52 | 1.24 | .265 | −0.10[ | |||
| No | 47 (40.5) | 23 (35.9) | 24 (46.2) | ||||||
| Yes | 69 (59.5) | 41 (64.1) | 28 (53.8) |
Test statistics are reported as U for continuous variables and as χ2 for categorical variables.
Effect size reported as r.
Effect sizes reported as Phi.
Effect sizes reported as Cramér’s V.
Self-Reported Health-Related Characteristics of the Total Sample and by the Amount of Physical Activity (Reported as Absolute and Relative [%] Values).
| Total | n | Less Active | n | More Active | n | χ2 |
| Cramér’s | |
|---|---|---|---|---|---|---|---|---|---|
| Primary cancer diagnosis | 118 | 65 | 53 | 41.79 | .014 | 0.54 | |||
| Bladder | 1 (0.8) | — | 1 (1.9) | ||||||
| Brain | 4 (3.4) | 2 (3.1) | 2 (3.8) | ||||||
| Breast | 39 (33.1) | 25 (38.5) | 14 (26.4) | ||||||
| Cervical | 1 (0.8) | 1 (1.5) | — | ||||||
| Colon | 8 (6.8) | 6 (9.2) | 2 (3.8) | ||||||
| Colorectal | 2 (1.7) | 1 (1.5) | 1 (1.9) | ||||||
| Endometrial | 4 (3.4) | 1 (1.5) | 3 (5.7) | ||||||
| Epithelioid | 1 (0.8) | — | 1 (1.9) | ||||||
| Esophageal | 2 (1.7) | 1 (1.5) | 1 (1.9) | ||||||
| Gastrointestinal | 1 (0.8) | 1 (1.5) | — | ||||||
| Laryngeal | 1 (0.8) | — | 1 (1.9) | ||||||
| Leiomyosarcoma | 1 (0.8) | 1 (1.5) | — | ||||||
| Leukemia | 2 (1.7) | 2 (3.1) | — | ||||||
| Lung | 3 (2.5) | 2 (3.1) | 1 (1.9) | ||||||
| Lymphoma | 11 (9.3) | 4 (6.2) | 7 (13.2) | ||||||
| Melanoma | 1 (0.8) | 1 (1.5) | — | ||||||
| Multiple myelomas | 1 (0.8) | 1 (1.5) | — | ||||||
| Ovarian | 11 (9.3) | 9 (13.8) | 2 (3.8) | ||||||
| Pheochromocytoma | 1 (0.8) | 1 (1.5) | — | ||||||
| Prostate | 12 (10.2) | 1 (1.5) | 11 (20.8) | ||||||
| Rectal | 2 (1.7) | 2 (3.1) | — | ||||||
| Skin | 1 (0.8) | — | 1 (1.9) | ||||||
| Thyroid | 2 (1.7) | 1 (1.5) | 1 (1.9) | ||||||
| Tongue | 1 (0.8) | — | 1 (1.9) | ||||||
| Uterine | 5 (4.2) | 2 (3.1) | 3 (5.7) | ||||||
| Cancer stage | 93 | 55 | 38 | 3.95 | .412 | 0.20 | |||
| Stage 1 | 18 (19.4) | 10 (18.2) | 8 (21.1) | ||||||
| Stage 2 | 20 (21.5) | 11 (20) | 9 (23.7) | ||||||
| Stage 3 | 23 (24.7) | 17 (30.9) | 6 (15.8) | ||||||
| Stage 4 | 24 (25.8) | 14 (25.5) | 10 (26.3) | ||||||
| Unknown | 8 (8.6) | 3 (5.5) | 5 (13.2) | ||||||
| Cancer treatment before admission | 114 | 64 | 50 | 3.21 | .817 | 0.16 | |||
| Chemotherapy (1×) | 5 (4.4) | 2 (3.1) | 3 (6) | ||||||
| Chemotherapy (>1) | 13 (11.4) | 9 (14.1) | 4 (8) | ||||||
| Surgery (1×) | 24 (21.1) | 12 (18.8) | 12 (24) | ||||||
| Surgery (>1) | 3 (2.6) | 2 (3.1) | 1 (2) | ||||||
| Radiation (1×) | 3 (2.6) | 1 (1.6) | 2 (4) | ||||||
| Radiation (>1) | 4 (3.5) | 3 (4.7) | 1 (2) | ||||||
| Other | 62 (54.4) | 35 (54.7) | 27 (54) | ||||||
| Family cancer history | 117 | 65 | 52 | 4.64 | .200 | 0.19 | |||
| No history | 21 (17.9) | 9 (13.8) | 12 (23.1) | ||||||
| Close family member | 19 (16.2) | 11 (16.9) | 8 (15.4) | ||||||
| Parent with cancer | 23 (19.7) | 10 (15.4) | 13 (25) | ||||||
| Multiple family members | 54 (46.2) | 35 (53.8) | 19 (36.5) | ||||||
| Self-reported history of depression | 118 | 65 | 53 | 10.64 | .031 | 0.28 | |||
| Much less than the average person | 35 (29.7) | 20 (30.8) | 15 (42.9) | ||||||
| Less than average | 21 (17.8) | 7 (10.8) | 14 (26.4) | ||||||
| Like average person | 32 (27.1) | 16 (24.6) | 16 (30.2) | ||||||
| More than average | 27 (22.9) | 19 (29.2) | 8 (29.6) | ||||||
| Much more than the average person | 3 (2.5) | 3 (4.6) | — | ||||||
| Self-reported history of anxiety | 118 | 65 | 53 | 2.02 | .731 | 0.12 | |||
| Much less than the average person | 29 (24.6) | 15 (23.1) | 14 (26.4) | ||||||
| Less than average | 16 (13.6) | 10 (15.4) | 6 (11.3) | ||||||
| Like average person | 31 (26.3) | 16 (24.6) | 15 (28.3) | ||||||
| More than average | 37 (31.4) | 20 (30.8) | 17 (32.1) | ||||||
| Much more than the average person | 5 (4.2) | 4 (6.2) | 1 (1.9) |
Self-Reported Health-Related Behaviors of the Total Sample and Divided by the Amount of Physical Activity (Reported as Means ± SDs or Absolute and Relative (%) Values).
| Total | n | Less Active | n | More Active | n | Test Statistics[ |
| Effect Sizes | |
|---|---|---|---|---|---|---|---|---|---|
| History of addiction | 117 | 65 | 52 | 2.67 | .102 | 0.15[ | |||
| No | 105 (89.7) | 61 (93.8) | 44 (84.6) | ||||||
| Yes | 12 (10.3) | 4 (6.2) | 8 (15.4) | ||||||
| Tobacco use | 118 | 65 | 53 | 7.41 | .025 | 0.20[ | |||
| Never | 112 (94.9) | 59 (90.8) | 53 (100) | ||||||
| Occasionally (1×/week or less) | 1 (0.8) | 1 (1.5) | — | ||||||
| Every day or almost every day | 5 (4.2) | 5 (7.7) | — | ||||||
| Alcohol use | 117 | 64 | 53 | 5.14 | .076 | 0.21[ | |||
| Never | 42 (35.6) | 25 (39.1) | 17 (32.1) | ||||||
| Occasionally (1×/week or less) | 58 (49.2) | 34 (53.1) | 24 (45.3) | ||||||
| Every day or almost every day | 17 (14.4) | 5 (7.8) | 12 (22.6) | ||||||
| Physical activity before diagnosis (min/week) (GLTEQ) | 118 | 65 | 53 | ||||||
| Vigorous | 110.97 ± 154.17 | 94.65 ± 18.40 | 130.99 ± 21.99 | 1379 | .055 | −0.17[ | |||
| Moderate | 167.54 ± 189.17 | 171.94 ± 23.77 | 162.15 ± 25.79 | 1688 | .854 | −0.01[ | |||
| Mild | 161.80 ± 216.70 | 166.15 ± 31.92 | 156.46 ± 21.31 | 1513 | .255 | −0.10[ | |||
| Total | 440.31 ± 400.25 | 432.74 ± 58.30 | 449.60 ± 40.81 | 1386 | .069 | −0.16[ | |||
| Physical activity after diagnosis (min/week) (GLTEQ) | 118 | 65 | 53 | ||||||
| Vigorous | 33.67 ± 70.25 | 3.92 ± 17.24 | 70.14 ± 90.99 | 929 | <.001 | −0.50[ | |||
| Moderate | 114.08 ± 130.60 | 29.36 ± 47.01 | 217.97 ± 125.20 | 191 | <.001 | −0.78[ | |||
| Mild | 135.97 ± 160.69 | 131.19 ± 177.49 | 141.84 ± 138.79 | 1504 | .234 | −0.10[ | |||
| Total | 283.71 ± 232.19 | 164.47 ± 174.34 | 429.95 ± 210.54 | 381 | <.001 | −0.66[ | |||
| Reported use of medications | 118 | 65 | 53 | 42.91 | .076 | 0.34[ | |||
| Acid reducer | 17 (5.9) | 10 (5.5) | 7 (6.5) | ||||||
| Antidiarrheal | 2 (0.7) | 1 (0.6) | 1 (0.9) | ||||||
| Antiemetic | 14 (4.8) | 9 (5.0) | 5 (4.6) | ||||||
| Antihistamine | 6 (2.1) | 4 (2.2) | 2 (1.9) | ||||||
| Antihypertensive | 23 (8.0) | 14 (7.7) | 9 (8.3) | ||||||
| Antimigraine | 1 (0.3) | 1 (0.6) | — | ||||||
| Antiviral | 4 (1.4) | 2 (1.1) | 2 (1.9) | ||||||
| Benign prostatic hypertensive | 3 (1.0) | — | 3 (2.8) | ||||||
| Bile agent acid | 1 (0.3) | 1 (0.6) | — | ||||||
| Bronchodilator | 5 (1.7) | 4 (2.2) | 1 (0.9) | ||||||
| Chemotherapy | 42 (14.5) | 28 (15.5) | 14 (13.0) | ||||||
| Anal fissure treatment | 1 (0.3) | — | 1 (0.9) | ||||||
| Cholesterol reducer | 8 (2.8) | 6 (3.3) | 2 (1.9) | ||||||
| Hematopoietic agent | 1 (0.3) | 1 (0.6) | — | ||||||
| Hormone therapy | 25 (8.7) | 14 (7.7) | 11 (10.2) | ||||||
| Laxative | 2 (0.7) | 2 (1.1) | — | ||||||
| Mucolytic agent | 1 (0.3) | — | 1 (0.9) | ||||||
| Muscarinic antagonist | 2 (0.7) | 1 (0.6) | 1 (0.9) | ||||||
| Muscle relaxant | 2 (0.7) | 1 (0.6) | 1 (0.9) | ||||||
| Sleeping aid/calming | 23 (8.0) | 16 (8.8) | 7 (6.5) | ||||||
| Steroid | 17 (5.9) | 10 (5.5) | 7 (6.5) | ||||||
| Stimulant | 2 (0.7) | 1 (0.6) | 1 (0.9) | ||||||
| Analgesic | 45 (15.6) | 26 (14.4) | 19 (17.6) | ||||||
| Triptan | 2 (0.7) | 2 (1.1) | — | ||||||
| Ulcerative colitis treatment | 1 (0.3) | — | 1 (0.9) | ||||||
| Xanthine oxidase inhibitor | 1 (0.3) | — | 1 (0.9) | ||||||
| Antidiabetic | 4 (1.4) | 4 (2.2) | — | ||||||
| Antipsychotic | 2 (0.7) | 2 (1.1) | — | ||||||
| Antibiotics | 4 (1.4) | — | 4 (3.7) | ||||||
| Anticoagulant | 1 (0.3) | — | 1 (0.9) | ||||||
| Anticonvulsant | 3 (1.0) | 2 (1.1) | 1 (0.9) | ||||||
| Antidepressant | 24 (8.3) | 19 (10.5) | 5 (4.6) | ||||||
| Total | 289 (100) | 181 (62.6) | 108 (37.4) | ||||||
| Who prescribed the drugs | 118 | 65 | 53 | 14.44 | .001 | 0.22[ | |||
| Physician | 164 (56.7) | 88 (48.6) | 76 (70.4) | ||||||
| Self | 4 (1.4) | 2 (1.1) | 2 (1.9) | ||||||
| Missing information | 121 (41.9) | 91 (50.3) | 30 (24.8) | ||||||
| Reported use of supplements | 118 | 65 | 53 | 39.74 | <.001 | 0.29[ | |||
| Amino acids | 9 (2.3) | 5 (1.9) | 4 (3.1) | ||||||
| Fatty acids | 23 (5.9) | 14 (5.3) | 9 (6.9) | ||||||
| Homeopathy | 1 (0.3) | — | 1 (0.8) | ||||||
| Melatonin | 13 (3.3) | 10 (3.8) | 3 (2.3) | ||||||
| Other | 12 (3.1) | 11 (4.2) | 1 (0.8) | ||||||
| Plant extract | 55 (14) | 42 (76.4) | 13 (23.6) | ||||||
| Probiotics | 10 (2.5) | 7 (2.7) | 3 (2.3) | ||||||
| Vitamins | 146 (37.2) | 95 (36.1) | 51 (39.2) | ||||||
| Animal source | 5 (1.3) | — | 5 (3.8) | ||||||
| Antioxidants | 8 (2.0) | 5 (1.9) | 3 (2.3) | ||||||
| Ayurvedic supplement | 15 (3.8) | 10 (3.8) | 5 (3.8) | ||||||
| Bone health | 5 (1.3) | 1 (0.4) | 4 (3.1) | ||||||
| Cannabis | 3 (0.8) | 3 (1.1) | — | ||||||
| Chinese medicine | 13 (3.3) | 13 (4.9) | — | ||||||
| Elements | 61 (15.5) | 38 (14.4) | 23 (17.7) | ||||||
| Enzymes | 14 (3.6) | 9 (3.4) | 5 (35.7) | ||||||
| Total | 393 (100) | 263 (66.9) | 130 (33.1) | ||||||
| Who prescribed the supplements | 118 | 65 | 53 | 78.44 | <.001 | 0.44[ | |||
| Physician | 32 (8.1) | 14 (5.3) | 18 (13.8) | ||||||
| Self | 29 (7.4) | 8 (3.0) | 21 (16.2) | ||||||
| Naturopath | 48 (12.2) | 16 (6.1) | 32 (24.6) | ||||||
| Chiropractor | 5 (1.3) | 5 (1.9) | — | ||||||
| Nutritionist | 2 (0.5) | — | 2 (1.5) | ||||||
| Pharmacist | 3 (0.8) | 2 (0.8) | 1 (0.8) | ||||||
| Missing information | 274 (69.7) | 218 (55.5) | 56 (43.1) | ||||||
| Types of CAM therapies | |||||||||
| Acupuncture | 65 (59.6) | 109 | 38 (63.3) | 60 | 27 (55.1) | 49 | 0.759 | .384 | −0.08[ |
| Muscle relaxation exercises | 36 (33) | 109 | 19 (31.7) | 60 | 17 (34.7) | 49 | 0.112 | .738 | 0.03[ |
| Yoga | 72 (66.1) | 109 | 39 (65) | 60 | 33 (67.3) | 49 | 0.066 | .797 | 0.02[ |
| Visualization exercises | 43 (39.4) | 109 | 22 (36.7) | 60 | 21 (42.9) | 49 | 0.433 | .511 | 0.06[ |
| Stress reduction exercises | 30 (27.5) | 109 | 16 (26.7) | 60 | 14 (28.6) | 49 | 0.049 | .825 | 0.02[ |
| Massage | 82 (75.2) | 109 | 48 (80) | 60 | 34 (69.4) | 49 | 1.630 | .202 | 0.12[ |
| Hypnosis | 22 (20.2) | 109 | 13 (21.7) | 60 | 9 (18.4) | 49 | 0.182 | .669 | 0.04[ |
| Naturopathic medicine | 45 (41.3) | 109 | 24 (40) | 60 | 21 (42.9) | 49 | 0.091 | .763 | 0.02[ |
| Dietary vitamin therapies | 42 (38.5) | 109 | 24 (40) | 60 | 18 (36.7) | 49 | 0.121 | .727 | 0.03[ |
| Other | 31 (28.4) | 103 | 22 (36.7) | 56 | 9 (18.4) | 47 | 4.438 | .035 | −0.20[ |
Abbreviations: GLTEQ, Godin Leisure-Time Exercise Questionnaire; CAM, complementary and alternative medicine.
Test statistics are reported as U for continuous variables and as χ2 for categorical variables.
Effect sizes reported as Phi.
Effect sizes reported as Cramér’s V.
Effect size reported as r.
Self-Reported Psychosocial and Physical Characteristics of the Total Sample and by the Amount of Physical Activity (Reported as Means ± SDs or Absolute and Relative [%] Values).
| Total (n = 118) | Less Active (n = 65) | More Active (n = 53) | Test Statistics[ |
| Effect Sizes | |
|---|---|---|---|---|---|---|
| Quality of life (FACT-G) | ||||||
| Physical well-being | 21.56 ± 5.55 | 20.62 ± 5.65 | 22.72 ± 5.25 | 1265.5 | .013 | −0.22[ |
| Social and family well-being | 20.31 ± 5.62 | 20.17 ± 6.22 | 20.49 ± 4.83 | 1615 | .559 | −0.05[ |
| Emotional well-being | 16.08 ± 4.90 | 15.48 ± 4.58 | 16.81 ± 5.20 | 1410.5 | .091 | −0.15[ |
| Functional well-being | 18.25 ± 5.66 | 17.17 ± 5.72 | 19.58 ± 5.33 | 1306.5 | .024 | −0.20[ |
| Total score | 76.20 ± 15.47 | 73.43 ± 16.43 | 79.60 ± 13.59 | 1341 | .039 | −0.19[ |
| Social support (MOS-SSS) | ||||||
| Emotional/informational support | 72.64 ± 24.30 | 69.47 ± 25.70 | 76.53 ± 22.05 | 1444 | .130 | −0.13[ |
| Tangible support | 72.56 ± 31.97 | 70.86 ± 34.23 | 74.64 ± 29.14 | 1674 | .788 | −0.02[ |
| Affectionate support | 78.96 ± 29.72 | 77.56 ± 31.79 | 80.66 ± 27.13 | 1650 | .671 | −0.03[ |
| Positive social interaction support | 77.40 ± 25.95 | 75.00 ± 27.40 | 80.38 ± 23.96 | 1560 | .357 | −0.08[ |
| Overall support | 74.47 ± 23.79 | 71.98 ± 25.54 | 77.50 ± 21.27 | 1504 | .237 | −0.10[ |
| Anxiety (HADS) | 0.175 | .916 | 0.03[ | |||
| Asymptomatic | 72 (61) | 39 (60) | 33 (62.3) | |||
| Borderline | 22 (18.6) | 13 (20) | 9 (17) | |||
| Clinical case | 24 (20.3) | 13 (20) | 11 (20.8) | |||
| Depression (HADS) | 6.131 | .047 | 0.22[ | |||
| Asymptomatic | 101 (85.6) | 51 (78.5) | 50 (94.3) | |||
| Borderline | 8 (6.8) | 7 (10.8) | 1 (1.9) | |||
| Clinical case | 9 (7.6) | 7 (10.8) | 2 (3.8) | |||
| Fatigue (FACT) | 17.49 ± 11.38 | 20.06 ± 12.10 | 14.33 ± 9.63 | 1268 | .014 | −0.22[ |
| Symptoms associated with cancer (MSAS-sf) | ||||||
| Physical symptoms | 1.32 ± 0.43 | 1.40 ± 0.44 | 1.22 ± 0.39 | 2.338 | .021 | −0.21[ |
| Psychological symptoms | 1.47 ± 0.59 | 1.52 ± 0.61 | 1.40 ± 0.56 | 1.049 | .296 | −0.22[ |
| Global distress index | 1.40 ± 0.45 | 1.49 ± 0.47 | 1.30 ± 0.41 | 2.339 | .021 | −0.09[ |
| Total score | 1.32 ± 0.37 | 1.39 ± 0.39 | 1.25 ± 0.32 | 2.061 | .042 | −0.16[ |
Abbreviatons: FACT-G, Functional Assessment of Cancer Therapy–General scale; MOS-SSS, Medical Outcomes Study Social Support Survey; HADS, Hospital Anxiety and Depression Scale; FACT, Functional Assessment of Cancer Therapy–Fatigue subscale; MSAS-sf, Memorial Symptom Assessment Inventory–Short-form.
Test statistics are reported as U for continuous variables and as χ2 for categorical variables.
Effect size reported as r.
Effect sizes reported as Cramér’s V.
Associations of the Inflammatory Biomarker Index and Quality of Life With Different Physical Activity Intensities (Light, Moderate, Vigorous, and Total Time of Physical Activity).
| Total Time | Light | Moderate | Vigorous | |||||
|---|---|---|---|---|---|---|---|---|
|
|
|
|
|
|
|
| ||
| Inflammatory index | −0.150 | .115 | −0.029 | .763 | −0.171 | .071 | −0.215 | .022 |
| QoL (FACT-G) | 0.227 | .014 | 0.028 | .761 | 0.291 | .001 | 0.092 | .323 |
Abbreviations: QoL, quality of life; FACT-G, Functional Assessment of Cancer Therapy–General scale.
Hierarchical Multivariable Linear Regression Model Predicting the Quality of Life in Cancer Patients (n = 86).
|
| Adjusted | Δ | Unstandardized β (95% CI) | SE B | Standard Coefficients β | VIF |
| |
|---|---|---|---|---|---|---|---|---|
| Step 1 | 0.131 | 0.110 | ||||||
| Constant | 50.98 (30.46 to 71.50) | 10.31 | <.001 | |||||
| Age | 0.48 (0.20 to 0.75) | 0.14 | 0.36 | 1.005 | .001 | |||
| Sex | −1.35 (−8.52 to 5.82) | 3.61 | −0.04 | 1.005 | .709 | |||
| Step 2 | 0.496 | 0.388 | ||||||
| Constant | 72.58 (56.03 to 89.12) | 8.32 | <.001 | |||||
| Age | 0.30 (0.09 to 0.51) | 0.10 | 0.22 | 1.055 | .006 | |||
| Sex | 1.52 (−4.02 to 7.06) | 2.78 | 0.04 | 1.057 | .586 | |||
| Cancer stage | 0.002 (0.000 to 0.004) | 0.001 | 0.13 | 1.076 | .111 | |||
| Fatigue level | −0.90 (−1.12 to −0.68) | 0.11 | −0.65 | 1.102 | .000 | |||
| Step 3 | 0.714 | 0.218 | ||||||
| Constant | 64.26 (47.90 to 80.63) | 8.22 | <.001 | |||||
| Age | 0.30 (0.13 to 0.47) | 0.08 | 0.22 | 1.215 | .001 | |||
| Sex | −0.42 (−4.65 to 3.81) | 2.12 | −0.01 | 1.090 | .843 | |||
| Cancer stage | 0.001 (0.000 to 0.003) | 0.001 | 0.09 | 1.163 | .130 | |||
| Fatigue level | −0.59 (−0.78 to −0.40) | 0.09 | −0.43 | 1.417 | <.001 | |||
| Depression | −5.77 (−11.71 to 0.16) | 2.98 | −0.13 | 1.490 | .056 | |||
| Anxiety | −2.92 (−5.83 to −0.02) | 1.45 | −0.14 | 1.599 | .049 | |||
| Social support | 0.23 (0.16 to 0.32) | 0.04 | 0.38 | 1.204 | <.001 | |||
| Step 4 | 0.711 | <0.001 | ||||||
| Constant | 63.85 (47.11 to 80.58) | 8.40 | <.001 | |||||
| Age | 0.30 (0.13 to 0.47) | 0.08 | 0.22 | 1.216 | .001 | |||
| Sex | −0.31 (−4.65 to 4.03) | 2.18 | −0.009 | 1.130 | .888 | |||
| Cancer stage | 0.001 (0.000 to 0.003) | 0.001 | 0.09 | 1.180 | .127 | |||
| Fatigue level | −0.59 (−0.78 to −0.40) | 0.09 | −0.43 | 1.444 | <.001 | |||
| Depression | −5.69 (−11.70 to 0.32) | 3.01 | −0.13 | 1.508 | .063 | |||
| Anxiety | −2.96 (−5.90 to −0.02) | 1.47 | −0.14 | 1.615 | .048 | |||
| Social support | 0.23 (0.15 to 0.31) | 0.04 | 0.38 | 1.210 | <.001 | |||
| Physical activity | 0.54 (−3.37 to 4.45) | 1.96 | 0.01 | 1.110 | .783 |
Abbreviations: CI, confidence interval; SE, standard error; VIF, variance inflation factor.
Health-Related Biomarkers of the Total Sample and by the Amount of Physical Activity (Reported as Means ± SDs).
| Total | n | Less Active | n | More Active | n | Test Statistics |
|
| |
|---|---|---|---|---|---|---|---|---|---|
| CRP (mg/L) | 3.39 ± 4.23 | 112 | 3.77 ± 4.51 | 62 | 2.93 ± 3.83 | 50 | 1384 | .163 | −0.13 |
| IL-6 (pg/mL) | 1.33 ± 1.57 | 112 | 1.44 ± 1.54 | 62 | 1.20 ± 1.62 | 50 | 1260 | .090 | −0.16 |
| TNF-α (pg/mL) | 2.07 ± 1.51 | 112 | 2.18 ± 1.90 | 62 | 1.93 ± 0.81 | 50 | 1617 | .933 | −0.00 |
| VEGF (pg/mL) | 68.05 ± 70.43 | 112 | 68.71 ± 61.31 | 62 | 67.23 ± 81.08 | 50 | 1551 | .648 | −0.04 |
| IL1ra (pg/mL) | 420.76 ± 290.07 | 112 | 458.65 ± 300.84 | 62 | 373.29 ± 271.41 | 50 | 1310 | .070 | −0.17 |
| Inflammatory index[ | NA | 112 | .10737 ± .9341 | 62 | −.13315 ± 10.706 | 50 | 1.269[ | .207 | 0.12 |
| HRV acclimation (5 minutes) | 112 | 63 | 49 | ||||||
| Heart rate (bpm) | 73.37 ± 9.38 | 74.98 ± 8.29 | 71.31 ± 10.34 | 2.085[ | .039 | 0.19 | |||
| Respiratory rate (bpm) | 15.43 ± 4.69 | 15.86 ± 4.55 | 14.90 ± 4.87 | 1324 | .198 | −0.12 | |||
| rMSSD (ms) | 21.98 ± 17.25 | 22.95 ± 19.59 | 20.72 ± 13.75 | 1497 | .785 | −0.02 | |||
| LFHF ratio | 4.25 ± 5.39 | 3.51 ± 3.49 | 5.21 ± 7.06 | 1424 | .483 | −0.06 | |||
| HRV rest (5 minutes) | |||||||||
| Heart rate (bpm) | 73.49 ± 9.20 | 75.09 ± 8.32 | 71.43 ± 9.94 | 2.120[ | .036 | 0.19 | |||
| Respiratory rate (bpm) | 15.56 ± 4.87 | 15.99 ± 4.68 | 14.99 ± 5.10 | 1317 | .184 | −0.12 | |||
| rMSSD (ms) | 21.98 ± 18.37 | 22.40 ± 19.97 | 21.45 ± 16.29 | 1515 | .867 | −0.01 | |||
| LFHF ratio | 5.10 ± 6.97 | 3.75 ± 3.26 | 6.84 ± 9.66 | 1442 | .552 | −0.05 |
Abbreviations: CRP, C-reactive protein; IL-6, interleukin 6; TNF-α, tumor necrosis factor-α; VEGF, vascular endothelial growth factor; IL1ra, interleukin-1 receptor antagonist; HRV, heart rate variability; bpm, beats per minute; rMSSD, square root of the mean squared differences of successful N-N intervals; ms, milliseconds; LFHF, low frequency/high frequency.
The inflammatory index had an Eigenvalue = 2.075. Eigenvalues ≥1 represent that the factor explains more variance that an inflammatory marker alone.
t statistic. All other test statistics are reported as (U).