1.general information: The number of patients in the study who occurred ≥2 degrees of leukopenia, neutropenia, haemoglobinopenia, and plateletopenia were 34, 25, 8, and 2, respectively, with a percentage of the total number of patients in the study of 45.33%, 33.33%, 10.67%, and 2.67%. The distribution of relevant research variables in acute HT is shown in Table 1.The mean value of age was 57.5 years, the mean value of BMI was 21.8 kg/m2, the mean value of TV was 1354 ml, and the difference in the distribution of each clinical variable was not statistically significant.
Table 1 The distribution of related clinical factors
|
leukopenia
|
neutropenia
|
<2 degree
|
≥2 degree
|
P-value
|
Test value
|
<2 degree
|
≥2 degree
|
P-value
|
Test value
|
cases
|
%
|
cases
|
%
|
cases
|
%
|
cases
|
%
|
gender
|
|
|
0.203
|
1.620
|
|
|
0.851
|
0.035
|
male
|
33
|
44.0%
|
23
|
30.7%
|
37
|
49.3%
|
19
|
25.4%
|
female
|
8
|
10.7%
|
11
|
14.6%
|
13
|
17.3%
|
6
|
8.0%
|
Chemotherapy regimen
|
|
|
0.251
|
1.318
|
|
|
0.225
|
1.470
|
5-Fu
|
25
|
33.3%
|
25
|
33.3%
|
31
|
41.3%
|
19
|
25.4%
|
Cape
|
16
|
21.4%
|
9
|
12.0%
|
19
|
25.3%
|
6
|
8.0%
|
Tumor location
|
|
|
0.307
|
0.858
|
|
|
0.263
|
0.877
|
Lower
|
11
|
14.7%
|
9
|
11.9%
|
12
|
16.0%
|
7
|
9.3%
|
Middle
|
19
|
25.3%
|
14
|
18.7%
|
23
|
30.7%
|
10
|
13.3%
|
Upper
|
11
|
14.7%
|
11
|
14.7%
|
15
|
20.0%
|
8
|
10.7%
|
T Stage
|
|
|
0.658
|
-*
|
|
|
0.909
|
-*
|
2
|
2
|
2.7%
|
1
|
1.3%
|
2
|
2.7%
|
1
|
1.3%
|
3
|
21
|
28.0%
|
21
|
28.0%
|
27
|
36.0%
|
15
|
20.0%
|
4
|
18
|
24.0%
|
12
|
16.0%
|
21
|
28.0%
|
9
|
12.0%
|
N Stage
|
|
|
0.429
|
1.692
|
|
|
0.693
|
0.734
|
0
|
7
|
9.3%
|
10
|
13.3%
|
11
|
14.7%
|
6
|
8.0%
|
1
|
14
|
18.7%
|
9
|
12.0%
|
14
|
18.7%
|
9
|
12.0%
|
2
|
20
|
26.7%
|
15
|
20.0%
|
25
|
33.3%
|
10
|
13.3%
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Abbreviations: BMI is body mass index, TV is total pelvic bone marrow volume, Cape is capecitabine, and * indicates the use of fisher's exact probability method.
2.Logistic regression analysis: univariate and multivariate logistic regression analysis model I (covariates: age, gender, cT stage, cN stage, concurrent chemotherapy regimen) showed that TV5, CV5-CV15 were significantly associated with ≥2 grade leukopenia, and TV5-TV10, CV5-CV15 were significantly associated with ≥2 grade neutropenia (Tables 2-5). Model II (covariates: age, sex, cT stage, cN stage, concurrent chemotherapy regimen, same dose of SV) showed that TV5-TV10 and CV5-CV20 were significantly associated with ≥2 grade leukopenia, TV5-TV10 and CV5-CV15 were significantly associated with ≥2 grade neutropenia.In the multifactorial logistic regression analysis of SV and acute HT, SV5-SV15 were significantly associated with ≥2 grade leukopenia only in model II (adding the same dose level of CV to the covariates), and the OR values were all less than 1.00. No significant correlation was seen between any of the FVX and acute HT.
Table 2 Sensitivity analysis of ≥2 grade leukopenia and neutropenia related to each irradiated TVX based on Logistic regression
|
|
≥2 grade leukopenia
|
≥2 grade neutropenia
|
|
model
|
OR
|
95%CI
|
P-value
|
OR
|
95%CI
|
P-value
|
TV5
|
Not adjusted
|
1.02
|
0.99,1.04
|
0.225
|
1.04
|
1.01,1.07
|
0.022
|
model I
|
1.04
|
1.00,1.09
|
0.003
|
1.06
|
1.02,1.11
|
0.008
|
model II
|
1.14
|
1.05,1.37
|
<0.001
|
1.10
|
1.02,1.18
|
0.010
|
TV10
|
Not adjusted
|
1.01
|
0.98,1.04
|
0.463
|
1.03
|
1.00,1.06
|
0.056
|
model I
|
1.03
|
0.99,1.07
|
0.104
|
1.05
|
1.01,1.10
|
0.018
|
model II
|
1.11
|
1.03,1.20
|
0.006
|
1.08
|
1.00,1.17
|
0.041
|
TV15
|
Not adjusted
|
1.00
|
0.98,1.03
|
0.828
|
1.02
|
0.99,1.05
|
0.119
|
model I
|
1.02
|
0.98,1.06
|
0.335
|
1.04
|
1.00,1.09
|
0.052
|
model II
|
1.06
|
1.00,1.12
|
0.066
|
1.06
|
0.99,1.13
|
0.098
|
TV20
|
Not adjusted
|
1.00
|
0.97,1.02
|
0.876
|
1.02
|
0.99,1.05
|
0.184
|
model I
|
1.01
|
0.97,1.04
|
0.724
|
1.03
|
0.99,1.07
|
0.091
|
model II
|
1.02
|
0.97,1.07
|
0.456
|
1.03
|
0.97,1.09
|
0.342
|
TV25
|
Not adjusted
|
0.99
|
0.96,1.02
|
0.435
|
1.01
|
0.98,1.04
|
0.544
|
model I
|
0.99
|
0.96,1.02
|
0.581
|
1.01
|
0.98,1.05
|
0.466
|
model II
|
0.99
|
0.95,1.04
|
0.756
|
0.99
|
0.95,1.04
|
0.829
|
TV30
|
Not adjusted
|
0.98
|
0.95,1.02
|
0.323
|
1.00
|
0.97,1.04
|
0.793
|
model I
|
0.98
|
0.94,1.02
|
0.355
|
1.00
|
0.96,1.04
|
0.849
|
model II
|
0.99
|
0.93,1.05
|
0.748
|
0.98
|
0.93,1.04
|
0.455
|
TV35
|
Not adjusted
|
0.98
|
0.94,1.02
|
0.396
|
1.00
|
0.96,1.05
|
0.846
|
model I
|
0.97
|
0.92,1.03
|
0.338
|
1.00
|
0.95,1.05
|
0.968
|
model II
|
0.99
|
0.90,1.08
|
0.822
|
0.95
|
0.88,1.04
|
0.285
|
TV40
|
Not adjusted
|
0.99
|
0.94,1.04
|
0.614
|
1.01
|
0.95,1.06
|
0.829
|
model I
|
0.98
|
0.92,1.05
|
0.549
|
1.00
|
0.94,1.07
|
0.969
|
model II
|
1.03
|
0.90,1.17
|
0.708
|
0.94
|
0.84,1.07
|
0.362
|
The exposure variable is the total pelvic bone marrow volume (TV5-TV40), and the outcome variable is grade ≥2 leukopenia and neutropenia, with volume units in 10 ml.
Table 3 Sensitivity analysis of ≥2 grade leukopenia and neutropenia related to each irradiated CVX based on logistic regression
|
|
≥2 grade leukopenia
|
≥2 grade neutropenia
|
|
model
|
OR
|
95%CI
|
P-value
|
OR
|
95%CI
|
P-value
|
CV5
|
Not adjusted
|
1.05
|
1.00,1.10
|
0.048
|
1.08
|
1.02,1.14
|
0.006
|
model I
|
1.11
|
1.03,1.18
|
0.004
|
1.11
|
1.04,1.19
|
0.003
|
model II
|
1.22
|
1.09,1.37
|
<0.001
|
1.13
|
1.04,1.24
|
0.006
|
CV10
|
Not adjusted
|
1.04
|
0.99,1.09
|
0.106
|
1.07
|
1.01,1.13
|
0.015
|
model I
|
1.10
|
1.02,1.18
|
0.009
|
1.10
|
1.03,1.19
|
0.006
|
model II
|
1.24
|
1.10,1.40
|
<0.001
|
1.12
|
1.02,1.24
|
0.016
|
CV15
|
Not adjusted
|
1.03
|
0.98,1.08
|
0.204
|
1.06
|
1.00,1.12
|
0.034
|
model I
|
1.08
|
1.01,1.16
|
0.025
|
1.10
|
1.02,1.18
|
0.013
|
model II
|
1.19
|
1.07,1.33
|
0.002
|
1.11
|
1.01,1.23
|
0.028
|
CV20
|
Not adjusted
|
1.03
|
0.98,1.08
|
0.305
|
1.06
|
1.00,1.12
|
0.051
|
model I
|
1.06
|
0.99,1.13
|
0.085
|
1.08
|
1.00,1.16
|
0.057
|
model II
|
1.14
|
1.03,1.26
|
0.013
|
1.09
|
0.99,1.20
|
0.083
|
CV25
|
Not adjusted
|
1.00
|
0.95,1.05
|
0.921
|
1.03
|
0.97,1.08
|
0.326
|
model I
|
1.01
|
0.95,1.07
|
0.770
|
1.03
|
0.97,1.10
|
0.303
|
model II
|
1.03
|
0.95,1.12
|
0.462
|
1.01
|
0.94,1.10
|
0.727
|
CV30
|
Not adjusted
|
0.99
|
0.94,1.04
|
0.617
|
1.01
|
0.96.1.06
|
0.731
|
model I
|
0.99
|
0.93,1.06
|
0.791
|
1.01
|
0.95,1.08
|
0.764
|
model II
|
1.02
|
0.94,1.10
|
0.710
|
0.99
|
0.92,1.06
|
0.763
|
CV35
|
Not adjusted
|
0.98
|
0.92,1.04
|
0.467
|
0.99
|
0.93,1.06
|
0.878
|
model I
|
0.98
|
0.90,1.06
|
0.562
|
0.99
|
0.92,1.07
|
0.797
|
model II
|
1.00
|
0.91,1.11
|
0.955
|
0.96
|
0.87,1.05
|
0.368
|
CV40
|
Not adjusted
|
0.98
|
0.90,1.06
|
0.628
|
0.99
|
0.90,1.08
|
0.768
|
model I
|
0.99
|
0.89,1.09
|
0.775
|
0.98
|
0.88,1.08
|
0.685
|
model II
|
1.02
|
0.90,1.17
|
0.721
|
0.94
|
0.83,1.07
|
0.349
|
|
|
|
|
|
|
|
|
|
|
The exposure variable is the total pelvic bone marrow volume (CV5-CV40), and the outcome variable is grade ≥2 leukopenia and neutropenia, with volume units in 10 ml.
Table 4 Sensitivity analysis of ≥2 grade leukopenia and neutropenia related to each irradiated SVX based on logistic regression
|
|
≥2 grade leukopenia
|
≥2 grade neutropenia
|
|
model
|
OR
|
95%CI
|
P-value
|
OR
|
95%CI
|
P-value
|
SV5
|
Not adjusted
|
1.00
|
0.90,1.11
|
0.986
|
1.09
|
0.96,1.22
|
0.172
|
model I
|
1.01
|
0.88,1.15
|
0.901
|
1.11
|
0.97,1.27
|
0.137
|
model II
|
0.74
|
0.59,0.94
|
0.012
|
0.93
|
0.77,1.13
|
0.477
|
SV10
|
Not adjusted
|
0.98
|
0.88,1.10
|
0.777
|
1.08
|
0.96,1.21
|
0.205
|
model I
|
0.99
|
0.87,1.13
|
0.892
|
1.11
|
0.97,1.27
|
0.136
|
model II
|
0.72
|
0.57,0.92
|
0.007
|
0.95
|
0.78,1.14
|
0.569
|
SV15
|
Not adjusted
|
0.98
|
0.88,1.09
|
0.719
|
1.07
|
0.95,1.20
|
0.265
|
model I
|
0.98
|
0.86,1.12
|
0.759
|
1.09
|
0.96,1.25
|
0.196
|
model II
|
0.76
|
0.61,0.95
|
0.015
|
0.95
|
0.79,1.15
|
0.590
|
SV20
|
Not adjusted
|
0.99
|
0.89,1.10
|
0.823
|
1.07
|
0.96,1.20
|
0.210
|
model I
|
0.99
|
0.87,1.12
|
0.870
|
1.10
|
0.97,1.25
|
0.147
|
model II
|
0.83
|
0.68,1.01
|
0.062
|
0.99
|
0.83,1.18
|
0.894
|
SV25
|
Not adjusted
|
0.98
|
0.88,1.08
|
0.669
|
1.06
|
0.95,1.19
|
0.263
|
model I
|
0.97
|
0.86,1.10
|
0.638
|
1.08
|
0.96,1.23
|
0.197
|
model II
|
0.94
|
0.80,1.10
|
0.414
|
1.07
|
0.92,1.24
|
0.385
|
SV30
|
Not adjusted
|
0.96
|
0.87,1.06
|
0.438
|
1.06
|
0.95,1.18
|
0.297
|
model I
|
0.94
|
0.83,1.06
|
0.330
|
1.07
|
0.95,1.21
|
0.282
|
model II
|
0.92
|
0.79,1.08
|
0.318
|
1.08
|
0.94,1.25
|
0.280
|
SV35
|
Not adjusted
|
0.97
|
0.87,1.07
|
0.526
|
1.06
|
0.95,1.18
|
0.312
|
model I
|
0.94
|
0.82,1.06
|
0.309
|
1.06
|
0.93,1.20
|
0.371
|
model II
|
0.93
|
0.79,1.10
|
0.402
|
1.10
|
0.95,1.28
|
0.216
|
SV40
|
Not adjusted
|
0.98
|
0.87,1.09
|
0.656
|
1.05
|
0.94,1.18
|
0.409
|
model I
|
0.94
|
0.82,1.08
|
0.374
|
1.04
|
0.91,1.19
|
0.555
|
model II
|
0.92
|
0.78,1.10
|
0.361
|
1.09
|
0.92,1.29
|
0.303
|
The exposure variable is the total pelvic bone marrow volume (SV5-SV40), and the outcome variable is grade ≥2 leukopenia and neutropenia, with volume units in 10 ml.
Table 5 Sensitivity analysis of ≥2 grade leukopenia and neutropenia related to each irradiated FVX based on logistic regression
|
|
≥2 grade leukopenia
|
≥2 grade neutropenia
|
|
model
|
OR
|
95%CI
|
P-value
|
OR
|
95%CI
|
P-value
|
FV5
|
Not adjusted
|
0.96
|
0.83, 1.11
|
0.252
|
0.52
|
0.13,2.78
|
0.574
|
|
model I
|
0.99
|
0.85, 1.22
|
0.731
|
0.85
|
0.17,3.20
|
0.554
|
|
model II
|
1.09
|
0.76, 1.52
|
0.302
|
1.42
|
0.10,6.25
|
0.920
|
FV10
|
Not adjusted
|
0.94
|
0.73, 1.15
|
0.244
|
0.42
|
0.11,1.86
|
0.290
|
|
model I
|
0.98
|
0.76, 1.15
|
0.762
|
0.64
|
0.11,6.10
|
0.702
|
|
model II
|
1.11
|
0.84, 1.37
|
0.682
|
2.33
|
0.15,4.21
|
0.731
|
FV15
|
Not adjusted
|
0.87
|
0.83, 1.08
|
0.122
|
1.02
|
0.72,1.44
|
0.334
|
|
model I
|
0.88
|
0.63, 1.18
|
0.466
|
1.01
|
0.90,1.07
|
0.266
|
|
model II
|
0.94
|
0.77, 1.41
|
0.607
|
1.07
|
0.98,1.03
|
0.134
|
FV20
|
Not adjusted
|
0.91
|
0.74, 1.04
|
0.072
|
1.00
|
0.96,1.02
|
0.547
|
|
model I
|
0.87
|
0.79, 1.08
|
0.152
|
1.00
|
0.97,1.06
|
0.843
|
|
model II
|
0.81
|
0.81, 1.07
|
0.188
|
1.01
|
1.00,1.05
|
0.122
|
FV25
|
Not adjusted
|
0.84
|
0.78, 1.01
|
0.058
|
0.97
|
0.93,1.01
|
0.227
|
|
model I
|
0.81
|
0.49, 1.01
|
0.089
|
1.00
|
0.97,1.02
|
0.555
|
|
model II
|
0.71
|
0.52, 1.00
|
0.052
|
1.01
|
0.98,1.09
|
0.821
|
|
|
|
|
|
|
|
|
|
|
|
|
The exposure variable is the total pelvic bone marrow volume (FV5-FV25), and the outcome variable is grade ≥2 leukopenia and neutropenia, with volume units in 10 ml.FV had almost no bone marrow volume receiving a dose exceeding 30 Gy.
3.Nonlinear fitting and threshold effect analysis: generalised additive models showed a nonlinear relationship between CV5-CV15 and ≥2 grade leukopenia, and a nonlinear relationship between CV5-CV10 and ≥2 grade neutropenia (Fig. 2).This study compared the logistic regression model (standard linear regression) with a 3-segment logistic regression model (piecewise linear regression).Using generalised additive model (GAM) and recursive algorithm, the inflection point values of CV5, CV10 and CV15 for ≥2 grade leukopenia were obtained as (530 ml, 800 ml), (483 ml,745 ml) and (413 ml,696 ml) respectively, and for ≥2 grade neutropenia the CV5 and CV10 inflection point values were (528ml,800ml), (495ml,762ml) respectively.Where 483ml is the risk threshold for CV10 corresponding to ≥2 grade leukopenia. When CV10 was below the threshold, no significant correlation was observed with ≥2 grade leukopenia; when CV10 exceeded the threshold, the risk of ≥2 grade leukopenia increased significantly with increasing CV, with an OR (95% CI) of 1.30 (1.11, 1.53) and a p-value of 0.001.The rest of the thresholds were all interpreted by similar reasoning (Table 6-7).
Table 6 Three piecewise linear regression of CVX and ≥2 grade leukopenia
|
CV5
|
CV10
|
CV15
|
|
OR
|
95%CI
|
P-value
|
OR
|
95%CI
|
P-value
|
OR
|
95%CI
|
P-value
|
standard linear regression
|
1.22
|
1.09,1.37
|
<0.001
|
1.24
|
1.10,1.40
|
<0.001
|
1.19
|
1.07,1.33
|
0.002
|
piecewise linear regression
|
|
inflection points(a,b)
|
53.0,80.0
|
48.3,74.5
|
41.3,69.6
|
Vx<a
|
2.33
|
0.75,7.23
|
0.145
|
2.56
|
0.59,11.02
|
0.208
|
4.20
|
0.14,127.58
|
0.411
|
b ≥Vx≥ a
|
1.26
|
1.09,1.46
|
0.002
|
1.30
|
1.11,1.53
|
0.001
|
1.20
|
1.05,1.38
|
0.008
|
Vx>b
|
2.40
|
0.61,9.36
|
0.209
|
1.68
|
0.89,3.18
|
0.110
|
2.15
|
0.79,5.84
|
0.135
|
P for Log-likelihood ratio test
|
0.016
|
0.027
|
0.044
|
The exposure variable is the coxal bone dose volume (CVX), and the outcome variable is grade ≥2 leukopenia. The values “a” and “b” represent the smaller and larger inflection points, respectively. volume units in 10 ml.
Table 7 Three piecewise linear regression of CVX and ≥2 grade neutropenia
|
CV5
|
CV10
|
|
OR
|
95%CI
|
P-value
|
OR
|
95%CI
|
P-value
|
standard linear regression
|
1.13
|
1.04,1.24
|
0.006
|
1.12
|
1.02,1.24
|
0.016
|
piecewise linear regression
|
|
inflection points(a,b)
|
52.8,80.0
|
49.5,76.2
|
Vx<a
|
5.97
|
0.06,618.7
|
0.451
|
2.37
|
0.43,13.26
|
0.324
|
b ≥Vx≥ a
|
1.14
|
1.02,1.29
|
0.027
|
1.14
|
1.01,1.27
|
0.029
|
Vx>b
|
1.60
|
0.68,3.74
|
0.282
|
1.95
|
0.39,9.78
|
0.416
|
P for Log-likelihood ratio test
|
0.050
|
0.033
|
The exposure variable is the coxal bone dose volume (CVX), and the outcome variable is grade ≥2 neutropenia. The values “a” and “b” represent the smaller and larger inflection points, respectively. volume units in 10 ml.
The exposure variable is the Coxal bone dose volume (CVX), volume units in 10 ml.
Figure 2 The smooth curvefits between the ≥2 grade leukopenia and neutropenia with coxal volume base on generalized additive model (GAM)
4.Analysis of CVX versus SVX at the same irradiated dose volume by linear regression resulted in a significant negative linear correlation at all dose volumes, as shown in Table 8.
Table 8 Linear regression analysis of CV and SV at the same dose
CV
|
β
|
95%CI
|
P值
|
CV5
|
-0.52
|
-0.72, -0.25
|
<0.001
|
CV10
|
-0.44
|
-0.62, -0.20
|
<0.001
|
CV15
|
-0.37
|
-0.60, -0.09
|
0.032
|
CV20
|
-0.31
|
-0.09, -0.37
|
<0.001
|
CV25
|
-0.48
|
-0.76, -0.07
|
<0.001
|
CV30
|
-1.10
|
-1.44, -0.82
|
<0.001
|
CV35
|
-1.07
|
-1.17, -0.90
|
<0.001
|
CV40
|
-1.01
|
-1.05, -0.96
|
<0.001
|
The adjusted variables included age, gender, BMI, T stage, N stage, chemotherapy regimen, and TVx, with volume units in 10 ml.