Emotional Functioning in Long-Term Breast Cancer Survivors: A Cross-Sectional Study on Its Influence and Key Predictors
Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Population and Procedures
2.2. Measures
2.2.1. Emotional Functioning
2.2.2. Sociodemographic and Clinical Data Collection
2.2.3. Health-Related Quality of Life
2.2.4. Mood State
2.2.5. Self-Perceived Physical Fitness
2.2.6. Physical Activity Level
2.2.7. Pain Measures
2.2.8. Cancer-Related Fatigue
2.3. Statistical Analysis
3. Results
3.1. Demographic and Clinical Characteristics
3.2. Health-Related Quality of Life
3.3. Mood State
3.4. Self-Perceived Physical Fitness
3.5. Physical Activity Level
3.6. Pain
3.7. Cancer-Related Fatigue
3.8. Correlation Analysis
3.9. Multiple Linear Regression Analysis
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
BPI | Brief Pain Inventory |
BC | Breast cancer |
CI | Confidence interval |
CRF | Cancer-related fatigue |
EVEA | Scale for Mood Assessment |
HRQoL | Health-related quality of life |
ICC | Intraclass correlation coefficient |
IFIS | International Fitness Scale |
LTBCSs | Long-term breast cancer survivors |
MET | Metabolic equivalent task |
MLTPA | Minnesota Leisure Time Physical Activity |
PA | Physical activity |
PFS | Piper Fatigue Scale |
QLQ-C30 | EORTC Core Quality of Life Quality of Life Questionnaire |
QLQ-BR23 | The Breast Cancer-Specific Module |
SCC | Spearman’s correlation coefficient |
SD | Standard deviation |
VAS | Visual Analogue Scale |
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Characteristics | LTBCSs Emotional Functioning | ||
---|---|---|---|
Psychological Distress | Satisfactory Psychological Well-Being | p/X2 | |
≤90 (QLQ-C30) (n = 38) | ≥91 (QLQ-C30) (n = 42) | ||
Mean age ± SD, years | 49.76 ± 7.20 | 49.04 ± 8.83 | 0.57 a |
Mean time since diagnosis ± SD, months | 90.97 ± 28.56 | 90.01 ± 30.15 | 0.64 a |
Mean time since the first surgery ± SD, months | 87.89 ± 29.04 | 87.34 ± 30.55 | 0.69 a |
Marital Status, n (%) | |||
Not married | 6 (15.8) | 7 (16.7) | |
Married | 24 (63.2) | 31 (73.8) | |
Divorced or separated | 6 (15.8) | 2 (4.8) | |
Widowed | 2 (5.3) | 2 (4.8) | 0.42 b |
Educational level, n (%) | |||
Primary school | 18 (47.4) | 16 (38.1) | |
Secondary school | 10 (26.3) | 8 (19.0) | |
University | 10 (26.3) | 18 (42.9) | 0.29 b |
Employment Status, n (%) | |||
Housewife | 13 (34.2) | 12 (28.6) | |
Currently working | 5 (13.2) | 12 (28.6) | |
Sick leave | 15 (39.5) | 15 (35.7) | |
Retired | 5 (13.2) | 3 (7.1) | 0.35 b |
Tobacco consumption, n (%) | |||
Non-consumption | 18 (47.4) | 22 (52.4) | |
Smoker | 11 (28.9) | 8 (19.0) | |
Ex-smoker | 9 (23.7) | 12 (28.6) | 0.57 b |
Alcohol consumption, n (%) | |||
Non-consumption | 14 (36.8) | 16 (38.1) | |
Monthly | 12 (31.6) | 7 (16.7) | |
Weekly | 9 (23.7) | 18 (42.9) | |
Daily | 3 (7.9) | 1 (2.4) | 0.15 b |
Family history of breast cancer, n (%) | |||
No | 12 (31.6) | 27 (64.3) | |
Yes | 26 (68.4) | 15 (35.7) | 0.06 b |
Menopause, n (%) | |||
No | 4 (10.5) | 7 (16.7) | |
Yes | 34 (89.5) | 35 (83.3) | 0.42 b |
Tumor stage, n (%) | |||
I | 7 (18.4) | 16 (38.1) | |
II | 26 (68.4) | 20 (47.6) | |
III a | 5 (13.2) | 6 (14.3) | 0.12 b |
Type of treatment, n (%) | |||
None | 0 (0) | 0 (0) | |
Radiotherapy | 3 (7.9) | 0 (0) | |
Chemotherapy | 3 (7.9) | 3 (7.1) | |
Radiotherapy and chemotherapy | 32 (84.2) | 39 (92.9) | 0.17 b |
Surgery, n (%) | |||
Lumpectomy | 6 (15.8) | 5 (23.8) | |
Quadrantectomy | 17 (44.7) | 17 (52.4) | |
Unilateral mastectomy | 12 (31.6) | 11 (21.4) | |
Bilateral mastectomy | 3 (7.9) | 3 (2.4) | 0.41 b |
Type of medication, n (%) | |||
None | 8 (21.1) | 11 (26.2) | |
Tamoxifen | 14 (36.8) | 17 (40.5) | |
Other types | 16 (42.1) | 14 (33.3) | 0.70 b |
Metastasis, n (%) | |||
No | 30 (78.9) | 36 (85.7) | |
Yes | 8 (21.1) | 6 (14.3) | 0.42 b |
Recurrence, n (%) | |||
No | 32 (84.2) | 35 (83.3) | |
Yes | 6 (15.8) | 7 (16.7) | 0.91 b |
Currently seeing a psychologist or in the last three months, n (%) | |||
No | 17 (44.7) | 16 (38.1) | |
Yes | 21 (55.3) | 26 (61.9) | 0.54 b |
Currently seeing a physiotherapist or in the last three months, n (%) | |||
No | 13 (34.2) | 16 (38.1) | |
Yes | 25 (65.8) | 26 (61.9) | 0.71 b |
Variables | LTBCSs Emotional Functioning | p Values | Cohen’s d | |
---|---|---|---|---|
Psychological Distress | Satisfactory Psychological Well-Being | |||
≤90 (QLQ-C30) (n = 38) | ≥91 (QLQ-C30) (n = 42) | |||
Functioning Scales QLQ-C30, mean ± SD, median; IQR, and (95% CI) | ||||
Physical Functioning | 35.08 ± 21.84 33.33; 0.00 (27.90–42.26) | 29.75 ± 16.26 33.33; 0.00 (24.68–34.82) | 0.21 | 0.28 |
Role Functioning | 69.18 ± 21.33 73.33; 26.67 (62.17–76.19) | 92.83 ± 10.85 93.33; 12.58 (89.44–96.21) | <0.01 ** | >1.20 |
Cognitive Functioning | 50.65 ± 30.90 50.00; 45.83 (40.50–60.81) | 77.97 ± 24.47 79.16; 33.33 (70.34–85.60) | <0.01 ** | 0.98 |
Social Functioning | 53.06 ± 32.61 50.00; 50.00 (42.34–63.79) | 69.84 ± 27.35 83.33; 37.50 (61.31–78.36) | 0.01 * | 0.56 |
Symptom Scales QLQ-C30, mean ± SD, median; IQR, and (95% CI) | ||||
Fatigue | 88.88 ± 21.03 100.00; 16.67 (82.33–95.44) | 54.38 ± 32.34 58.33; 37.51 (43.75–65.01) | <0.01 ** | >1.20 |
Nausea and Vomiting | 54.96 ± 28.05 44.44; 55.55 (45.74–64.19) | 19.84 ± 23.98 11.11; 33.33 (12.36–27.31) | <0.01 ** | >1.20 |
Pain | 10.96 ± 21.32 0.00; 16.67 (3.95–17.97) | 4.36 ± 14.28 0.00; 0.00 (−0.08–8.81) | 0.03 * | 0.36 |
Single Items QLQ-C30, mean ± SD, median; IQR, and (95% CI) | ||||
Dyspnea | 55.70 ± 30.82 50.00; 50.00 (45.56–65.82) | 23.41 ± 25.25 16.67; 33.33 (15.54–31.28) | <0.01 ** | 1.15 |
Insomnia | 38.59 ± 33.35 33.33; 0.52 (27.63–49.56) | 9.52 ± 21.19 0.00; 0.00 (2.91–16.12) | <0.01 ** | 1.04 |
Appetite Loss | 62.28 ± 30.18 66.67; 66.67 (52.35–72.20) | 39.28 ± 34.10 33.33; 66.67 (28.65–49.91) | <0.01 ** | 0.71 |
Constipation | 16.66 ± 29.76 0.00; 33.33 (6.88–26.44) | 7.14 ± 20.20 0.00; 0.00 (0.84–13.44) | 0.06 | 0.37 |
Diarrhea | 32.45 ± 36.75 33.33; 66.67 (20.37–44.53) | 18.65 ± 25.55 0.00; 33.33 (10.68–26.61) | 0.11 | 0.44 |
Financial Difficulties | 18.42 ± 28.68 0.00; 33.33 (8.99–27.84) | 6.34 ± 15.15 0.00; 0.00 (1.62–11.07) | 0.03 | 0.53 |
Global Health Status QLQ-C30, mean ± SD, median; IQR, and (95% CI) | ||||
Global Health Status | 14.28 ± 28.64 0.00; 33.33 (5.35–23.21) | 32.54 ± 36.67 0.00; 0.00 (20.48–44.59) | <0.01 ** | 0.56 |
Summary Score QLQ-C30, mean ± SD, median; IQR, and (95% CI) | ||||
Summary Score | 56.81 ± 15.32 59.10; 20.07 (51.77–61.85) | 73.79 ± 10.59 76.02; 12.10 (70.48–77.09) | <0.01 ** | >1.20 |
Functional Scales QLQ-BR23, mean ± SD (95% CI) | ||||
Body Image | 51.53 ± 18.96 50.00; 33.34 (45.29–57.77) | 74.60 ± 19.90 75.00; 25.00 (68.40–80.80) | <0.01 ** | 1.19 |
Sexual Functioning | 66.22 ± 31.17 75.00; 50.00 (55.98–76.47) | 87.10 ± 20.59 100; 16.67 (80.68–93.52) | <0.01 ** | 0.79 |
Sexual Enjoyment | 19.73 ± 23.84 16.67; 33.33 (11.90–27.57) | 23.80 ± 18.45 33.33; 33.33 (18.05–29.55) | 0.16 | 0.19 |
Future Perspective | 30.70 ± 26.14 33.33; 33.33 (22.10–39.29) | 33.33 ± 24.41 33.33; 0.00 (25.72–40.94) | 0.55 | 0.10 |
Symptom Scales QLQ-BR23, mean ± SD, median; IQR, and (95% CI) | ||||
Systemic Therapy Side Effects | 65.08 ± 39.61 66.67; 66.67 (52.73–77.42) | 42.98 ± 33.69 33.33; 66.67 (31.90–54.05) | <0.01 ** | 0.60 |
Breast Symptoms | 37.84 ± 20.71 33.33; 28.57 (31.03–44.65) | 20.26 ± 20.84 14.29; 23.81 (13.76–20.76) | <0.01 ** | 0.85 |
Arm Symptoms | 34.21 ± 30.55 25.00; 47.75 (24.16–44.25) | 18.84 ± 22.09 12.50; 25.00 (11.96–25.73) | 0.01 * | 0.58 |
Upset By Hair Loss | 41.81 ± 33.12 38.88; 66.67 (30.92–52.70) | 22.75 ± 25.84 22.22; 33.33 (14.69–30.80) | <0.01 ** | 0.64 |
Variables | LTBCSs Emotional Functioning | p/X2 | Cohen’s d | ||
---|---|---|---|---|---|
Psychological Distress | Satisfactory Psychological Well-Being | ||||
≤90 (QLQ-C30) (n = 38) | ≥91 (QLQ-C30) (n = 42) | ||||
EVEA, mean ± SD, median; IQR, and (95% CI) a | |||||
Sadness–depression | 3.86 ± 2.83 4.12; 5.06 (2.93–4.79) | 2.06 ± 2.29 1.12; 3.56 (1.34–2.78) | <0.01 ** | 0.70 | |
Anxiety | 3.95 ± 2.72 4.25; 4.63 (3.05–4.85) | 2.24 ± 2.23 1.50; 2.75 (1.54–2.94) | <0.01 ** | 0.69 | |
Anger–hostility | 3.12 ± 2.67 2.62; 4.50 (2.24–4.00) | 1.45 ± 2.04 0.50; 2.00 (0.82–2.09) | <0.01 ** | 0.70 | |
Happiness | 5.79 ± 8.44 4.12; 2.50 (3.01–8.57) | 6.17 ± 2.41 6.62; 3.50 (5.42–6.92) | <0.01 ** | 0.06 | |
IFIS, mean ± SD, median; IQR, and (95% CI) a | |||||
General physical fitness | 2.68 ± 0.77 3.00; 1.00 (2.42–2.93) | 3.83 ± 0.85 4.00; 2.00 (3.56–4.09) | <0.01 ** | >1.20 | |
Cardiorespiratory endurance | 2.44 ± 1.00 2.50; 1.00 (2.11–2.77) | 3.28 ± 1.04 3.00; 1.25 (2.96–3.61) | <0.01 ** | 0.82 | |
Muscular strength | 2.42 ± 0.82 2.00; 1.00 (2.14–2.69) | 3.28 ± 1.01 3.00; 1.25 (2.96–3.60) | <0.01 ** | 0.93 | |
Speed/agility | 2.39 ± 0.71 2.00; 1.00 (2.15–2.63) | 3.45 ± 0.88 3.00; 1.00 (3.17–3.72) | <0.01 ** | >1.20 | |
Flexibility | 2.47 ± 0.89 2.50; 1.00 (2.18–2.76) | 3.23 ± 1.03 3.00; 1.00 (2.91–3.55) | <0.01 ** | 0.79 | |
MLTPA, n (%) b | |||||
Inactive: ≤3 (MET hour/week) | 12 (31.6) | 9 (21.4) | <0.01 ** | ||
Low active: 3.1–7.4 (MET hour/week) | 17 (44.7) | 15 (35.7) | |||
Active: ≥7.5 (MET hour/week) | 9 (23.7) | 18 (42.9) | - | ||
VAS (cm), mean ± SD, median; IQR, and (95% CI) a | |||||
Dominant arm | 3.39 ± 2.79 4.00; 5.25 (2.47–4.31) | 1.33 ± 1.94 0.00; 2.25 (0.72–1.93) | <0.01 ** | 0.86 | |
Non-dominant arm | 2.13 ± 2.94 0.50; 3.50 (1.16–3.09) | 0.85 ± 2.29 0.00; 0.00 (0.14–1.57) | <0.01 ** | 0.49 | |
BPI, mean ± SD, median; IQR, and (95% CI) a | |||||
Intensity | 3.06 ± 2.73 3.33; 5.42 (2.16–3.96) | 1.57 ± 2.04 0.66; 2.84 (0.93–2.20) | 0.01 * | 0.62 | |
Interference | 3.14 ± 2.90 3.07; 5.33 (2.18–4.09) | 1.02 ± 1.95 0.00; 1.07 (0.41–1.63) | <0.01 ** | 0.86 | |
PFS (domains), mean ± SD, median; IQR, and (95% CI) a | |||||
Behavioral/severity | 4.17 ± 2.84 3.91; 5.04 (3.23–5.10) | 1.92 ± 2.46 0.53; 3.43 (1.15–2.69) | <0.01 ** | 0.85 | |
Affective | 4.68 ± 2.86 4.80; 3.90 (3.73–5.62) | 2.09 ± 2.94 0.50; 3.50 (1.17–3.00) | <0.01 ** | 0.89 | |
Sensory | 4.98 ± 2.74 5.50; 3.65 (4.08–5.88) | 2.10 ± 2.73 0.90; 3.25 (1.25–2.96) | <0.01 ** | 1.05 | |
Cognitive/mood | 4.57 ± 2.64 5.08; 3.75 (3.70–5.43) | 1.96 ± 2.68 1.00; 2.37 (1.13–2.80) | <0.01 ** | 0.98 | |
Total fatigue | 4.61 ± 2.64 4.84; 2.85 (3.79–5.43) | 2.01 ± 2.53 0.79; 2.85 (1.22–2.80) | <0.01 ** | 1.00 | |
PFS (Cut-score type A), n (%) b | |||||
No fatigue | 0 | 4 (10.5) | 22 (52.4) | ||
Mild | 1–3 | 9 (23.7) | 12 (28.6) | ||
Moderate | 4–6 | 20 (52.6) | 4 (9.5) | ||
Severe | 7–10 | 5 (13.2) | 4 (9.5) | <0.01 ** | - |
PFS (Cut-score type B), n (%) b | |||||
No fatigue | 0 | 4 (10.5) | 22 (52.4) | ||
Mild | 1–2 | 5 (13.2) | 11 (26.2) | ||
Moderate | 3–5 | 19 (50) | 5 (11.9) | ||
Severe | 6–10 | 10 (26.3) | 4 (9.5) | <0.01 ** | - |
Model | Variables/ Predictors | β | 95% CI | t | F | p-Values | Regression Equation Y = a + bX |
---|---|---|---|---|---|---|---|
Model 1 (r2 = 0.573) | Role Functioning (QLQ-C30) | 0.75 | 0.87 ± 1.30 | 10.23 | 104.65 | <0.01 ** | Emotional Functioning = −9.47 + (1.08 Role Functioning) |
Model 2 (r2 = 0.601) | Role Functioning (QLQ-C30) | 0.65 | 0.06 ± 1.18 | 7.68 | 57.88 | <0.01 ** | Emotional Functioning = −9.41 + (0.93 Role Functioning) + (0.18 Cognitive Functioning) |
Cognitive Functioning (QLQ-C30) | 0.19 | 0.02 ± 0.34 | 2.30 | 0.02 * | |||
Model 3 (r2 = 0.622) | Role Functioning (QLQ-C30) | 0.54 | 0.50 ± 1.06 | 5.54 | 41.69 | <0.01 ** | Emotional Functioning = −13.90 + (0.78 Role Functioning) + (−0.17 Cognitive Functioning) + (5.52 Self-Perceived General Physical Fitness) |
Cognitive Functioning (QLQ-C30) | 0.18 | 0.01 ± 0.33 | 2.16 | 0.03 * | |||
Self-Perceived General Physical Fitness (IFIS) | 0.18 | 0.22 ± 10.81 | 2.07 | 0.04 * | |||
Model 4 (r2 = 0.642) | Role Functioning (QLQ-C30) | 0.59 | 0.56 ± 1.13 | 5.97 | 33.57 | <0.01 ** | Emotional Functioning = −32.10 + (0.84 Role Functioning) + (0.24 Cognitive Functioning) + (6.15 Self-Perceived General Physical Fitness) + (2.02 Sadness–Depression) |
Cognitive Functioning (QLQ-C30) | 0.26 | 0.07 ± 0.42 | 2.86 | <0.01 ** | |||
Self-Perceived General Physical Fitness (IFIS) | 0.20 | 0.92 ± 11.37 | 2.34 | 0.02 * | |||
Sadness–Depression (EVEA) | 0.18 | 0.03 ± 4.00 | 2.02 | 0.04 * |
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Álvarez-Salvago, F.; Atienzar-Aroca, S.; Pujol-Fuentes, C.; Figueroa-Mayordomo, M.; Molina-García, C.; Gutiérrez-García, P.; Medina-Luque, J. Emotional Functioning in Long-Term Breast Cancer Survivors: A Cross-Sectional Study on Its Influence and Key Predictors. Cancers 2025, 17, 1574. https://doi.org/10.3390/cancers17091574
Álvarez-Salvago F, Atienzar-Aroca S, Pujol-Fuentes C, Figueroa-Mayordomo M, Molina-García C, Gutiérrez-García P, Medina-Luque J. Emotional Functioning in Long-Term Breast Cancer Survivors: A Cross-Sectional Study on Its Influence and Key Predictors. Cancers. 2025; 17(9):1574. https://doi.org/10.3390/cancers17091574
Chicago/Turabian StyleÁlvarez-Salvago, Francisco, Sandra Atienzar-Aroca, Clara Pujol-Fuentes, Maria Figueroa-Mayordomo, Cristina Molina-García, Palmira Gutiérrez-García, and Jose Medina-Luque. 2025. "Emotional Functioning in Long-Term Breast Cancer Survivors: A Cross-Sectional Study on Its Influence and Key Predictors" Cancers 17, no. 9: 1574. https://doi.org/10.3390/cancers17091574
APA StyleÁlvarez-Salvago, F., Atienzar-Aroca, S., Pujol-Fuentes, C., Figueroa-Mayordomo, M., Molina-García, C., Gutiérrez-García, P., & Medina-Luque, J. (2025). Emotional Functioning in Long-Term Breast Cancer Survivors: A Cross-Sectional Study on Its Influence and Key Predictors. Cancers, 17(9), 1574. https://doi.org/10.3390/cancers17091574