Association of Systemic Inflammation with Dietary Intake, Nutrition Impact Symptoms, and Eating-Related Distress Among Patients with Advanced Cancer
Abstract
:1. Introduction
2. Participants and Methods
2.1. Sites and Participants
2.2. Ethics Approval and Consent to Participate
2.3. Measurements
2.3.1. Patient Characteristics and Anthropometric Measurements
2.3.2. Dietary Intake
2.3.3. Nutrition Impact Symptoms
2.3.4. Eating-Related Distress
2.3.5. Quality of Life
2.4. Statistical Analysis
2.4.1. Relationships Between Serum C-Reactive Protein Levels, Dietary Intake, Nutrition Impact Symptoms, Eating-Related Distress, and Quality of Life
2.4.2. Association of Serum C-Reactive Protein Levels with Eating-Related Distress
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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CRP < 5 | CRP ≥ 5 | p Value | |
---|---|---|---|
(n = 117) | (n = 75) | ||
Age in years | 68.0 (56.0, 76.0) | 66.0 (51.0, 74.0) | 0.102 |
Sex | 0.365 | ||
Female | 64 (54.7%) | 36 (48.0%) | |
Male | 53 (45.3%) | 39 (52.0%) | |
Primary cancer site, n (%) | 0.117 | ||
Upper and lower gastrointestinal tracts | 12 (10.3%) | 12 (16.0%) | |
Liver, biliary system, and pancreas | 20 (17.1%) | 13 (17.3%) | |
Lung | 27 (23.1%) | 13 (17.3%) | |
Breast | 9 (7.7%) | 3 (4.0%) | |
Gynecological | 8 (6.8%) | 15 (20.0%) | |
Urological | 9 (7.7%) | 5 (6.7%) | |
Head and neck | 6 (5.1%) | 4 (5.3%) | |
Hematologic malignancy | 11 (9.4%) | 2 (2.7%) | |
Others | 15 (12.8%) | 8 (10.7%) | |
Treatment status | 0.072 | ||
Pre-chemotherapy | 17 (14.5%) | 7 (9.3%) | |
Chemotherapy | 86 (73.5%) | 50 (66.7%) | |
Never treated/previous treatment | 14 (12.0%) | 18 (24.0%) | |
ECOG PS, n (%) | 0.045 | ||
0 | 2 (1.7%) | 0 (0.0%) | |
1 | 28 (23.9%) | 9 (12.0%) | |
2 | 44 (37.6%) | 23 (30.7%) | |
3 | 37 (31.6%) | 38 (50.7%) | |
4 | 6 (5.1%) | 5 (6.7%) | |
Body mass index (kg/m2) | 21.3 (18.9, 24.2) | 20.2 (18.7, 23.4) | 0.464 |
Weight loss rate over 6 months (%) | 5.8 (0.3, 9.9) | 7.2 (3.1, 13.8) | 0.043 |
Cachexia/refractory cachexia, yes | 71 (60.7%) | 52 (69.3%) | 0.237 |
Pleural effusion, ascites, or edema affecting weight, yes | 17 (14.5%) | 25 (33.3%) | 0.003 |
Albumin (g/dL) | 3.5 (3.1, 3.8) | 2.8 (2.4, 3.2) | <0.001 |
CRP (mg/dL) | 0.7 (0.2, 2.1) | 9.2 (7.0, 12.7) | <0.001 |
CRP < 5 | CRP ≥ 5 | p-Value | |
---|---|---|---|
Dietary intake | |||
Dietary intake score | 5.0 (3.0, 7.0) | 4.0 (2.0, 5.0) | 0.002 |
Number of patients with a dietary intake score of 7 or less | 93 (79.5%) | 70 (93.3%) | 0.009 |
Symptoms that interfere with patients’ ability to ingest or digest nutrients | |||
Oral pain | 0.0 (0.0, 1.0) | 0.0 (0.0, 1.0) | 0.751 |
Appetite loss | 5.0 (1.0, 7.0) | 5.0 (3.0, 7.0) | 0.304 |
Early satiety | 5.0 (2.0, 7.5) | 5.0 (2.0, 8.0) | 0.956 |
Nausea | 1.0 (0.0, 3.0) | 1.0 (0.0, 3.0) | 0.661 |
Vomiting | 0.0 (0.0, 1.0) | 0.0 (0.0, 2.0) | 0.012 |
Constipation | 3.0 (0.0, 6.0) | 5.0 (0.0, 7.0) | 0.458 |
Diarrhea | 0.0 (0.0, 3.0) | 0.0 (0.0, 5.0) | 0.363 |
Abnormal taste | 0.0 (0.0, 3.0) | 1.0 (0.0, 7.0) | 0.219 |
Abnormal smell | 0.0 (0.0, 2.0) | 0.0 (0.0, 1.0) | 0.534 |
Dry mouth | 2.0 (0.0, 4.0) | 2.0 (0.0, 6.0) | 0.108 |
Dental problems | 0.0 (0.0, 2.5) | 0.0 (0.0, 2.0) | 0.489 |
Difficulty swallowing | 0.0 (0.0, 2.0) | 0.0 (0.0, 2.0) | 0.625 |
Food bolus obstruction | 0.0 (0.0, 3.0) | 0.0 (0.0, 3.0) | 0.533 |
Symptoms that compromise patients’ desire to eat and take nutrients | |||
Fatigue | 3.0 (2.0, 6.0) | 4.0 (2.0, 5.0) | 0.709 |
Drowsiness | 3.0 (1.0, 6.0) | 5.0 (2.0, 6.0) | 0.041 |
Anxiety | 2.5 (1.0, 5.0) | 3.0 (0.0, 5.0) | 0.823 |
Feeling sad | 3.0 (1.0, 5.0) | 3.0 (1.0, 5.0) | 0.982 |
Symptoms that indirectly compromise patients’ food and nutrient intake | |||
Pain other than oral pain | 3.5 (0.0, 7.0) | 3.0 (0.0, 7.0) | 0.738 |
Shortness of breath | 2.0 (0.0, 5.0) | 1.0 (0.0, 3.0) | 0.494 |
Number of nutrition impact symptoms with a score of 4 or more | 6.0 (2.0, 8.0) | 6.0 (4.0, 9.0) | 0.212 |
CRP < 5 | CRP ≥ 5 | p-Value | |
---|---|---|---|
Functional scales | |||
Physical functioning | 53.3 (33.3, 73.3) | 46.7 (26.7, 73.3) | 0.122 |
Role functioning | 33.3 (0.0, 66.7) | 33.3 (0.0, 66.7) | 0.604 |
Emotional functioning | 66.7 (50.0, 83.3) | 66.7 (50.0, 83.3) | 0.221 |
Cognitive functioning | 66.7 (33.3, 83.3) | 66.7 (50.0, 66.7) | 0.957 |
Social functioning | 50.0 (33.3, 83.3) | 50.0 (33.3, 83.3) | 0.728 |
Symptom scales | |||
Fatigue | 66.7 (44.4, 88.9) | 77.8 (55.6, 88.9) | 0.067 |
Nausea and vomiting | 16.7 (0.0, 33.3) | 16.7 (0.0, 50.0) | 0.419 |
Pain | 66.7 (33.3, 100.0) | 83.3 (50.0, 100.0) | 0.222 |
Dyspnea | 33.3 (33.3, 66.7) | 33.3 (0.0, 100.0) | 0.869 |
Sleep disturbance | 66.7 (33.3, 100.0) | 66.7 (33.3, 100.0) | 0.612 |
Appetite loss | 66.7 (33.3, 100.0) | 66.7 (33.3, 100.0) | 0.008 |
Constipation | 33.3 (0.0, 66.7) | 33.3 (33.3, 66.7) | 0.158 |
Diarrhea | 0.0 (0.0, 33.3) | 33.3 (0.0, 66.7) | 0.181 |
Global health status | 33.3 (16.7, 50.0) | 16.7 (16.7, 41.7) | 0.096 |
Financial difficulties | 33.3 (0.0, 66.7) | 33.3 (0.0, 66.7) | 0.560 |
CRP < 5 | CRP ≥ 5 | p-Value | |
---|---|---|---|
Factor 1: Reduced dietary intake | |||
It is distressing that I cannot eat even though I want to eat more. | 5.0 (3.0, 6.0) | 5.0 (3.0, 6.0) | 0.308 |
It is distressing that I cannot enjoy eating. | 5.0 (3.0, 6.0) | 6.0 (4.0, 7.0) | 0.048 |
It is distressing that I get full quickly and cannot eat enough. | 4.0 (3.0, 6.0) | 5.0 (3.0, 6.0) | 0.245 |
Factor 2: Reasons why I cannot eat | |||
I do not understand the reason why I cannot eat. | 3.0 (1.0, 5.0) | 3.0 (2.0, 5.0) | 0.126 |
I do not understand the reason why I do not have an appetite. | 3.0 (1.0, 4.0) | 3.0 (2.0, 5.0) | 0.100 |
I do not understand the reason why I cannot eat enough. | 3.0 (1.0, 5.0) | 3.0 (2.0, 5.0) | 0.121 |
Factor 3: Becoming weaker | |||
I am concerned that I will become weaker if I cannot eat. | 5.0 (3.0, 6.0) | 6.0 (5.0, 7.0) | 0.022 |
I am concerned that I will lose muscle strength if I cannot eat. | 5.0 (4.0, 6.0) | 6.0 (5.0, 7.0) | 0.090 |
I am concerned that I will lose weight if I cannot eat. | 5.0 (3.0, 6.0) | 5.5 (4.0, 6.5) | 0.117 |
Factor 4: Insufficient information | |||
I have insufficient information about which nutrients I should prioritized. | 4.0 (3.0, 6.0) | 5.0 (3.0, 5.5) | 0.321 |
I have insufficient information about which nutrients I should avoid. | 4.0 (3.0, 5.0) | 5.0 (3.0, 5.0) | 0.731 |
I have insufficient information about which nutritional supplements I should take. | 4.0 (3.0, 5.0) | 5.0 (3.0, 5.0) | 0.460 |
Factor 5: Arguments with my family | |||
I have arguments with my family about food. | 2.0 (1.0, 3.0) | 2.0 (1.0, 4.5) | 0.014 |
I am troubled that my family seems to try to force me to eat. | 1.0 (1.0, 3.0) | 2.0 (1.0, 4.0) | 0.017 |
I get frustrated with my family over food. | 1.0 (1.0, 3.0) | 1.5 (1.0, 4.0) | 0.274 |
Factor 6: Change in appearance | |||
It’s hard for me that my appearance had changed a lot from before as I became thin. | 3.0 (1.0, 5.0) | 4.0 (2.0, 5.0) | 0.157 |
It’s hard for me to be seen by others as so skinny. | 3.0 (1.0, 5.0) | 3.0 (2.0, 5.0) | 0.635 |
It’s hard to see myself as so skinny. | 3.0 (1.0, 5.0) | 4.0 (2.0, 5.0) | 0.149 |
Factor 7: Time with my family | |||
I spend less time talking with my family because I do not eat with them. | 3.0 (2.0, 5.0) | 4.0 (1.0, 5.0) | 0.557 |
I spend less time enjoying with my family during meals. | 4.0 (2.0, 5.0) | 4.5 (1.0, 6.0) | 0.372 |
I spend less time in daily life with my family because I cannot eat. | 3.0 (1.0, 4.0) | 4.0 (1.0, 5.0) | 0.281 |
Total score of the long version | 76.0 (58.0, 92.0) | 83.0 (66.0, 99.0) | 0.040 |
Total score of the short version | 25.0 (20.0, 31.0) | 28.0 (23.0, 33.0) | 0.029 |
The QERD-P Long Version | The QERD-P Short Version | |||
---|---|---|---|---|
Odds Ratio (95% CI) | p-Value | Odds Ratio (95% CI) | p-Value | |
CRP levels | ||||
<5 mg/dL | Reference | Reference | ||
≥5 mg/dL | 2.13 (1.10, 4.11) | 0.024 | 2.06 (1.05, 4.05) | 0.035 |
Age in years | 0.99 (0.97, 1.02) | 0.640 | 0.99 (0.97, 1.02) | 0.490 |
Sex | ||||
Female | Reference | Reference | ||
Male | 1.49 (0.78, 2.84) | 0.230 | 1.72 (0.89, 3.33) | 0.105 |
Primary cancer site | ||||
Lung | Reference | Reference | ||
Gastrointestinal | 1.56 (0.63, 3.85) | 0.334 | 1.77 (0.70, 4.47) | 0.225 |
Others | 0.77 (0.33, 1.83) | 0.559 | 0.94 (0.39, 2.23) | 0.883 |
Treatment status | ||||
Non-chemotherapy | Reference | Reference | ||
Chemotherapy | 1.01 (0.50, 2.03) | 0.974 | 1.17 (0.58, 2.37) | 0.667 |
ECOG PS | ||||
0, 1 | Reference | Reference | ||
2 | 0.62 (0.25, 1.51) | 0.294 | 0.84 (0.34, 2.07) | 0.706 |
3, 4 | 0.73 (0.30, 1.76) | 0.484 | 1.20 (0.49, 2.95) | 0.683 |
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Amano, K.; Koshimoto, S.; Okamura, S.; Sakaguchi, T.; Arakawa, S.; Matsuda, Y.; Tokoro, A.; Takeuchi, T.; Satomi, E.; Wada, T.; et al. Association of Systemic Inflammation with Dietary Intake, Nutrition Impact Symptoms, and Eating-Related Distress Among Patients with Advanced Cancer. Healthcare 2024, 12, 2533. https://doi.org/10.3390/healthcare12242533
Amano K, Koshimoto S, Okamura S, Sakaguchi T, Arakawa S, Matsuda Y, Tokoro A, Takeuchi T, Satomi E, Wada T, et al. Association of Systemic Inflammation with Dietary Intake, Nutrition Impact Symptoms, and Eating-Related Distress Among Patients with Advanced Cancer. Healthcare. 2024; 12(24):2533. https://doi.org/10.3390/healthcare12242533
Chicago/Turabian StyleAmano, Koji, Saori Koshimoto, Satomi Okamura, Tatsuma Sakaguchi, Sayaka Arakawa, Yoshinobu Matsuda, Akihiro Tokoro, Takashi Takeuchi, Eriko Satomi, Tamiki Wada, and et al. 2024. "Association of Systemic Inflammation with Dietary Intake, Nutrition Impact Symptoms, and Eating-Related Distress Among Patients with Advanced Cancer" Healthcare 12, no. 24: 2533. https://doi.org/10.3390/healthcare12242533
APA StyleAmano, K., Koshimoto, S., Okamura, S., Sakaguchi, T., Arakawa, S., Matsuda, Y., Tokoro, A., Takeuchi, T., Satomi, E., Wada, T., Wada, M., Yamada, T., & Mori, N. (2024). Association of Systemic Inflammation with Dietary Intake, Nutrition Impact Symptoms, and Eating-Related Distress Among Patients with Advanced Cancer. Healthcare, 12(24), 2533. https://doi.org/10.3390/healthcare12242533