In this study, 115 patients with NPC undergoing radiotherapy were investigated; 8 patients withdrew from the study after providing baseline data, and 107 patients were included in the effective sample size, all of whom completed 3 or more follow-up visits. A total of 105 patients completed 4-8 surveys, 2 patients completed only 3 surveys (all dropped out of the study after the T2 follow-up due to serious side effects), and 59 patients completed treatment after the T6 follow-up. The “missing data” in the enrolment flowchart refers to instances where patients were absent for various reasons, resulting in the noncompletion of follow-up. It should be noted that this does not indicate that these patients withdrew from the study, nor does it affect their subsequent follow-ups (Figure 1).
Table 1 describes the sociodemographic characteristics, clinical characteristics, living habits and types of treatment of the patients. Among the total sample, males accounted for 76.6%, females accounted for 23.4%, the ratio of males to females was approximately 3.3:1, and the age ranged from 21 to 70 years, with an average age of 47.30±11.01 years. A total of 64.5% of the people had a low level of education, and 60.7% had a history of smoking. In this study, 98.1% of the patients had stage III and IV cancer. In addition, 94 patients received neoadjuvant therapy plus concurrent radiotherapy and chemotherapy (87.9%), and 13 patients received concurrent radiotherapy and chemotherapy (12.1%).
Table 1 General data of patients with nasopharyngeal carcinoma (n=107)
Content
|
Classification
|
No .of patients(n)
|
Percentage(%)
|
Gender
|
Male
|
82
|
76.6
|
|
Female
|
25
|
23.4
|
Age
|
≤40
|
29
|
27.1
|
|
41-60
|
66
|
61.7
|
|
≥61
|
12
|
11.2
|
Ethnic group
|
Ethnic Han
|
104
|
97.2
|
|
Ethnic Minority
|
3
|
2.8
|
Occupation
|
Peasant
|
15
|
14.0
|
|
Worker
|
41
|
38.3
|
|
Individual business or other
|
51
|
47.7
|
Primary companions
|
Spouse
|
75
|
70.1
|
|
Parents or offspring or other
|
32
|
29.9
|
Residence
|
Countryside
|
31
|
29.0
|
|
Boomhill Village
|
47
|
43.9
|
|
City
|
29
|
27.1
|
Marital status
|
Have spouse
|
95
|
88.8
|
|
No spouse
|
12
|
11.2
|
Educational level
|
Primary school and below
|
19
|
17.8
|
|
Junior high school education
|
50
|
46.7
|
|
High school and technical secondary school education
|
17
|
15.9
|
|
College degree or above
|
21
|
19.6
|
Family monthly earning(¥)
|
<3000
|
31
|
29.0
|
|
3000-5000
|
32
|
29.9
|
|
>5000
|
44
|
41.1
|
Payment mode
|
Full self-payment plus new rural cooperative medical insurance
|
53
|
49.5
|
|
Employee medical insurance
|
37
|
34.6
|
|
Urban medical insurance
|
17
|
15.9
|
History of smoking
|
No
|
42
|
39.3
|
|
Yes
|
65
|
60.7
|
History of drinking
|
No
|
63
|
58.9
|
|
Yes
|
44
|
41.1
|
Basic Disease
|
Hypertension
|
9
|
8.4
|
|
Diabetes
|
3
|
2.8
|
|
Others (such as coronary heart disease, myocardial infarction, hepatitis, etc.)
|
24
|
22.4
|
|
No
|
71
|
66.4
|
Therapeutic regimen
|
Neoadjuvant plus concurrent chemoradiotherapy
|
94
|
87.9
|
|
Concurrent chemoradiotherapy
|
13
|
12.1
|
Cancer classification
|
Stage Ⅱ
|
2
|
1.9
|
|
Stage III
|
43
|
40.2
|
|
Stage Ⅳ
|
62
|
57.9
|
Immunotherapy
|
Yes
|
77
|
72.0
|
|
No
|
30
|
28.0
|
The percentage of diet-type changes in NPC patients at different time points is presented in Figure 2. The proportion of patients on a general diet decreased from 83.8% before radiotherapy(T0) to 3% at the later stage of radiotherapy (T6); the proportion of patients receiving soft food increased rapidly from 12.4% (T0) to 53% and then gradually decreased to 30.3%; the proportion of patients on a semifluid diet increased from 3.8% (T0) to 53.5% (T6); and the proportion of patients on a fluid diet showed an overall upward trend from preradiotherapy to late radiotherapy (0% vs. 13.1%).
As shown in Table 2, the vast majority of patients maintained oral feeding during radiotherapy, with only 5.1% using tube feeding. Oral nutritional supplements (ONS) were used by 34% of patients before radiotherapy, and the proportion of patients receiving ONS was maintained between 32.4% and 44.0% during radiotherapy. Patients primarily dined at the hospital or at home while undergoing radiotherapy.
Table 2 Statistical description of eating patterns, places and use of ONS in patients with NPC at different time points (n(%))
Items
|
Eating pattern
|
ONS
|
Eating place
|
Time
|
Tube feeding
|
Oral feeding
|
NO
|
YES
|
Hospital
|
Home etc
|
T0
|
0(0.0)
|
107(100)
|
71(66.0)
|
36(34.0)
|
69(77.5)
|
20(22.5)
|
T1
|
0(0.0)
|
102(100)
|
69(67.6)
|
33(32.4)
|
19(21.6)
|
69(78.4)
|
T2
|
1(1.0)
|
99(99.0)
|
56(56.0)
|
44(44.0)
|
21(26.6)
|
59(73.4)
|
T3
|
3(3.1)
|
95(96.9)
|
57(58.0)
|
41(42.0)
|
39(47.0)
|
44(53.0)
|
T4
|
3(3.0)
|
98(97.0)
|
63(63.0)
|
37(37.0)
|
29(36.3)
|
51(63.7)
|
T5
|
4(4.0)
|
97(96.0)
|
57(57.0)
|
43(43.0)
|
23(27.1)
|
62(72.9)
|
T6
|
5(5.1)
|
94(94.9)
|
62(63.3)
|
36(36.7)
|
37(42.5)
|
50(57.5)
|
T7
|
0(0.0)
|
35(100)
|
22(64.7)
|
12(35.3)
|
19(57.6)
|
14(42.4)
|
ONS: oral nutrition supplements
Before radiotherapy (T0), 1% of the patients ate less than or equal to 2 times a day, 81.9% ate 3 times a day, and only 17.1% ate more than 3 times a day. After 5 rounds of radiotherapy (T1), the constituent eating frequency ratio changed, and the proportion of patients who ate 3 times a day decreased gradually. The proportion of patients who ate more than 3 times a day increased from 17.1% before radiotherapy to 48.5% at the later stage of radiotherapy (T5), but the highest proportion of patients who ate 5 or more meals per day was only 17.3% (Figure 3).
Figure 4 shows the changing trajectory of calorie intake during treatment. During treatment, calorie intake showed an overall downward trend, decreased rapidly during T1-T3, and decreased slowly after T3. The average calorie intake was 1180.86 kcal at T0 and 753.73 kcal at T7, representing a decrease of approximately 36%.
Taking the calorie intake level of patients as the representative index of food intake, univariate analysis and multivariate analysis were carried out. The assignment of variables is shown in Table 3.
Table 3 Assignment of variables
Items
|
Assignment mode
|
Sex
|
0=Male; 1=Female
|
Age
|
≤40 =(0, 0, 0); 41-60 =(0, 1, 0); ≥61 =(0, 0, 1)
|
Ethnic group
|
0=Ethnic Han; 1=Ethnic Minority
|
Occupation
|
Peasant =(0, 0, 0); Worker =(0, 1, 0); Individual business or other =(0, 0, 1)
|
Companion
|
0=Spouse; 1=Parent or offspring plus other
|
Residence
|
Countryside =(0, 0, 0); Boomhill Village =(0, 1, 0); City =(0, 0, 1)
|
Marital status
|
0=with partner; 1=without partner
|
Education Level
|
Primary or less =(0, 0, 0, 0); Middle school =(0, 1, 0, 0); High school and technical secondary school =(0, 0, 1, 0); College or above =(0, 0, 0, 1)
|
Income(¥)
|
<3000=(0, 0, 0); 3000-5000=(0, 1, 0); >5000=(0, 0, 1)
|
Payment mode
|
Full self-payment or new rural cooperative medical insurance plus other =(0, 0, 0); Employee medical insurance =(0, 1, 0); Urban medical insurance =(0, 0, 1)
|
Smoking history
|
0=No; 1=Yes
|
Drinking history
|
0=No; 1=Yes
|
Diseases history
|
Hypertension or Diabetes =(0, 0, 0); Other diseases =(0, 1, 0); No=(0, 0, 1)
|
Therapeutic regimen
|
0=Neoadjuvant therapy plus concurrent chemoradiotherapy; 1=Concurrent chemoradiotherapy
|
Clinical stages
|
0=Ⅱ、Ⅲ; 1=Ⅳ
|
Immunotherapy
|
0=Yes; 1=No
|
Events (chemotherapy)
|
0=No; 1=Yes;
|
Total symptom score
|
Raw data
|
diet type
|
Liquid diet =(0, 0, 0, 0); Soft diet=(0, 1, 0, 0); Semi-fluid =(0, 0, 1, 0);
General diet=(0, 0, 0, 1)
|
Eating pattern
|
0=Oral feeding ; 1=Tube feeding
|
Eating frequency
|
Raw data
|
ONS
|
0=No; 1=Yes
|
Intravenous Nutrition
|
0=No; 1=Yes
|
Eating place
|
0=Hospital; 1=Home or other
|
Time
|
0=Before radiotherapy; 1= 5th radiotherapy ; 2=10th radiotherapy; 3=15th radiotherapy; 4= 20th radiotherapy; 5= 25th radiotherapy; 6= 30th radiotherapy; 7=35th radiotherapy
|
ONS: oral nutrition supplements
The results of the univariate analysis indicate that sex, education level, smoking history, drinking history, whether chemotherapy was received, head and neck symptom score, diet type, eating pattern, eating frequency, eating place and the use of ONS were the influencing factors of calorie intake in patients with NPC treated with radiotherapy (Table 4).
According to the standard of α = 0.05, the statistically significant variables, the interaction terms between the variables and time and the variables corresponding to the interaction items in the single factor analysis were incorporated into the mixed effect model for multifactor analysis, and the first model was obtained. Then, based on professional knowledge and statistical significance, we gradually eliminated the variables in the model, developed follow-up model in turn, and fit the optimal model after screenings. Among the models, the eating place was not statistically significant, but after elimination, diet type became statistically insignificant, so it was retained based on professional knowledge (Table 5).
Table 4 The results of univariate analysis of the changes of calorie intake in patients with NPC
Factors
|
Estimated value
(β)
|
Standard error(SE)
|
t-value
|
P-value
|
Sex (female)
|
-170.16
|
60.1793
|
-2.83
|
0.0049
|
Time
|
-56.8652
|
8.5677
|
-6.64
|
<0.0001
|
Education level (primary school education and below)
|
Reference
|
-
|
-
|
-
|
Junior high school education
|
118.47
|
72.0670
|
1.64
|
0.1008
|
High school and technical secondary education
|
57.4502
|
89.8795
|
0.64
|
0.5230
|
College degree or above
|
183.65
|
84.4297
|
2.18
|
0.0301
|
Time
|
-56.7239
|
8.5743
|
-6.62
|
<0.0001
|
Smoking history (Yes)
|
122.67
|
52.6585
|
2.33
|
0.0202
|
Time
|
-56.5026
|
8.5808
|
-6.58
|
<0.0001
|
Drinking history (Yes)
|
121.28
|
52.3034
|
2.32
|
0.0208
|
Time
|
-56.6301
|
8.5928
|
-6.59
|
<0.0001
|
Event (chemotherapy)
|
-297.31
|
60.2200
|
-4.94
|
<0.0001
|
Event * time
|
39.1871
|
15.0656
|
2.60
|
0.0096
|
Time
|
-64.7643
|
9.2493
|
-7.00
|
<0.0001
|
Total symptom score
|
-15.7769
|
1.8174
|
-8.68
|
<0.0001
|
Time
|
-5.6112
|
10.3183
|
-0.54
|
0.5877
|
diet type (fluid)
|
Reference
|
-
|
-
|
-
|
Semi-fluid
|
-123.78
|
60.6952
|
-2.04
|
0.0419
|
Soft food
|
2.1945
|
61.4075
|
0.04
|
0.9715
|
General diet
|
206.76
|
71.0849
|
2.91
|
0.0038
|
Time
|
-24.3229
|
9.8952
|
-2.46
|
0.0156
|
Eating pattern (tube feeding)
|
344.84
|
113.62
|
3.03
|
0.0025
|
Time
|
-59.8172
|
8.7051
|
-6.87
|
<0.0001
|
Eating frequency
|
105.64
|
18.7933
|
5.62
|
<0.0001
|
Time
|
-65.4067
|
8.7621
|
-7.46
|
<0.0001
|
ONS (Yes)
|
140.35
|
33.7726
|
4.16
|
<0.0001
|
Time
|
-57.0300
|
8.5282
|
-6.69
|
<0.0001
|
Eating place (at home, etc.)
|
74.8274
|
30.6036
|
2.45
|
0.0149
|
Time
|
-57.6472
|
9.6368
|
-5.98
|
<0.0001
|
ONS: oral nutrition supplements
Table 5 Final model of multivariate analysis of calorie intake in patients with NPC
Factor
|
Estimated value
(β)
|
Standard error(SE)
|
t-value
|
P-value
|
Intercept
|
1058.81
|
127.45
|
8.31
|
<0.0001
|
Gender (female)
|
-197.12
|
60.1557
|
-3.28
|
0.0011
|
Event (chemotherapy)
|
-243.62
|
59.4545
|
-4.1
|
<0.0001
|
Total symptom score
|
-12.1618
|
2.0419
|
-5.96
|
<0.0001
|
diet type (fluid)
|
Reference
|
-
|
-
|
-
|
Semi-fluid
|
-23.27
|
58.3594
|
-0.4
|
0.6903
|
Soft food
|
34.7159
|
59.8377
|
0.58
|
0.5621
|
General diet
|
193.61
|
72.4267
|
2.67
|
0.0078
|
Eating frequency
|
102
|
18.297
|
5.57
|
<0.0001
|
ONS
|
157.7
|
33.6665
|
4.68
|
<0.0001
|
Eating place
|
13.9536
|
31.5162
|
0.44
|
0.6582
|
Event * time
|
37.9423
|
13.9935
|
2.71
|
0.007
|
Time
|
-15.6192
|
11.8448
|
-1.32
|
0.1903
|
ONS: oral nutrition supplements
The results showed that compared with male patients, female patients had lower calorie intake (β =-197.12, P=0.0011), lower calorie intake during chemotherapy (β =-243.62, P< 0.0001), and a faster decrease in calorie intake while undergoing chemotherapy (β = 37.9423, P=0.007). The patients with higher head and neck symptoms scores had lower calorie intake (β =-12.1618, P< 0.0001). At the same time, compared with patients on a liquid diet, patients who ate a general diet (β = 193.61, P=0.0078), patients who ate more frequently (β = 102, P< 0.0001), and patients who used ONS had higher calorie intake (β = 157.7, P< 0.0001).