2.1 General Information
The baseline characteristics were comparable between the two groups of patients, with no significant statistical differences observed (P > 0.05). The results are shown in Table 1.
Table 1. Comparison of Baseline Data (n, %)
Variable
|
Total (n = 70)
|
Control Group (n = 34)
|
Observation Group (n = 36)
|
Statistic
|
P
|
Age, Mean ± SD
|
46.03 ± 7.34
|
44.49 ± 7.01
|
47.58 ± 7.42
|
t=-1.861
|
0.067
|
Size, Mean ± SD
|
32.94 ± 6.36
|
32.63 ± 7.07
|
33.24 ± 5.63
|
t=-0.415
|
0.680
|
BMI(kg/m2), Mean ± SD
|
23.92 ± 1.52
|
24.09 ± 1.47
|
23.74 ± 1.56
|
t=1.009
|
0.316
|
Time(month), Mean ± SD
|
15.69 ± 3.21
|
15.59 ± 3.51
|
15.79 ± 2.92
|
t=-0.268
|
0.789
|
Type, n (%)
|
|
|
|
χ²=0.062
|
0.803
|
Invasive lobular carcinoma
|
23 (30.26)
|
12 (31.58)
|
11 (28.95)
|
|
|
Invasive ductal carcinoma
|
53 (69.74)
|
26 (68.42)
|
27 (71.05)
|
|
|
BRCA1, n (%)
|
|
|
|
χ²=1.490
|
0.222
|
Unmutated
|
51 (67.11)
|
23 (60.53)
|
28 (73.68)
|
|
|
Mutated
|
25 (32.89)
|
15 (39.47)
|
10 (26.32)
|
|
|
HER-2, n (%)
|
|
|
|
χ²=0.054
|
0.817
|
Not Expressed
|
43 (56.58)
|
21 (55.26)
|
22 (57.89)
|
|
|
Low Expression
|
33 (43.42)
|
17 (44.74)
|
16 (42.11)
|
|
|
AR, n (%)
|
|
|
|
χ²=0.070
|
0.791
|
Negative
|
57 (75)
|
29 (76.32)
|
28 (73.68)
|
|
|
Positive
|
19 (25)
|
9 (23.68)
|
10 (26.32)
|
|
|
Grade, n (%)
|
|
|
|
χ²=0.211
|
0.646
|
Ⅱ
|
40 (52.63)
|
21 (55.26)
|
19 (50.00)
|
|
|
Ⅲ
|
36 (47.37)
|
17 (44.74)
|
19 (50.00)
|
|
|
Location, n (%)
|
|
|
|
χ²=1.943
|
0.163
|
Left
|
44 (57.89)
|
19 (50.00)
|
25 (65.79)
|
|
|
Right
|
32 (42.11)
|
19 (50.00)
|
13 (34.21)
|
|
|
Status, n (%)
|
|
|
|
χ²=0.536
|
0.464
|
Pre-menopausal
|
25 (32.89)
|
14 (36.84)
|
11 (28.95)
|
|
|
Post-menopausal
|
51 (67.11)
|
24 (63.16)
|
27 (71.05)
|
|
|
Ki 67, n (%)
|
|
|
|
χ²=0.396
|
0.529
|
Low Expression
|
12 (15.79)
|
7 (18.42)
|
5 (13.16)
|
|
|
High Expression
|
64 (84.21)
|
31 (81.58)
|
33 (86.84)
|
|
|
2.2 Evaluation of Efficacy
After receiving different neoadjuvant chemotherapy regimens, in the observation group, 9 patients achieved complete response, 18 partial response, 8 stable disease, and 3 progression, with an objective response rate of 71.1%. Postoperative pathology results indicated that 20 patients achieved pathological complete response (pCR), accounting for 52.6%, and 30 patients achieved major pathological response (MPR), accounting for 78.9%. In the control group, 6 patients achieved complete response, 14 partial response, 12 stable disease, and 4 progression, with an objective response rate of 52.6%. 11 patients reached pCR (28.9%) and 19 patients reached MPR (50%). The results showed that the pCR and MPR in the observation group were significantly higher than those in the control group (52.6% vs. 28.9%, 78.9% vs. 50%, P < 0.05), while there was no significant difference in the objective response rate between the two groups (71.1% vs. 52.6%, P > 0.05). Additionally, the breast conservation rates were not significantly different between the observation and control groups (52.6% vs. 47.4%, P > 0.05). The results are presented in Figure 1.
Univariate logistic regression analysis was performed with pCR as the outcome variable, and factors with P < 0.05 in univariate analysis were included in a multivariate analysis using a backward stepwise regression method. It was found that the expression status of Human Epidermal Growth Factor Receptor 2 (HER-2), Androgen Receptor (AR), clinical staging, and the neoadjuvant treatment regimen were independent influencing factors for pathological complete response (P < 0.05). Specifically, non-expression of HER-2, positive AR, earlier clinical staging, and choosing a dual-target regimen were more likely to achieve pCR. The results are shown in Table 2. Similarly, logistic regression analysis with MPR as the outcome variable revealed that clinical staging and the neoadjuvant treatment regimen were independent influencing factors for major pathological response (P < 0.05), as shown in Table 3.
Table 2. Univariate and Multivariate Logistic Regression Analysis with Pathological Complete Response as the Outcome
Variable
|
Beta
|
S.E
|
Z
|
OR (95%CI)
|
P
|
aBeta
|
aS.E
|
aZ
|
aOR (95%CI)
|
aP
|
HER-2, n (%)
|
|
|
|
|
0.038*
|
|
|
|
|
0.008*
|
Not Expressed
|
|
|
|
1.00 (Reference)
|
|
|
|
|
1.00 (Reference)
|
|
Low Expression
|
-1.03
|
0.50
|
-2.07
|
0.36 (0.14 - 0.95)
|
0.038*
|
-1.72
|
0.65
|
-2.64
|
0.18 (0.05 - 0.64)
|
0.008*
|
AR, n (%)
|
|
|
|
|
0.007*
|
|
|
|
|
0.007*
|
Negative
|
|
|
|
1.00 (Reference)
|
|
|
|
|
1.00 (Reference)
|
|
Positive
|
1.55
|
0.57
|
2.71
|
4.69 (1.54 - 14.34)
|
0.007*
|
1.92
|
0.71
|
2.72
|
6.83 (1.71 - 27.32)
|
0.007*
|
Grade, n (%)
|
|
|
|
|
0.009*
|
|
|
|
|
0.014*
|
Ⅱ
|
|
|
|
1.00 (Reference)
|
|
|
|
|
1.00 (Reference)
|
|
Ⅲ
|
-1.30
|
0.50
|
-2.60
|
0.27 (0.10 - 0.73)
|
0.009*
|
-1.50
|
0.61
|
-2.45
|
0.22 (0.07 - 0.74)
|
0.014*
|
Group
|
|
|
|
|
0.038*
|
|
|
|
|
0.014*
|
Observation Group
|
|
|
|
1.00 (Reference)
|
|
|
|
|
1.00 (Reference)
|
|
Control Group
|
-1.00
|
0.48
|
-2.08
|
0.37 (0.14 - 0.95)
|
0.038*
|
-1.50
|
0.61
|
-2.46
|
0.22 (0.07 - 0.74)
|
0.014*
|
*indicates P < 0.05
Table 3. Univariate and Multivariate Logistic Regression Analysis with Major Pathological Response as the Outcome
Variable
|
Beta
|
S.E
|
Z
|
OR (95%CI)
|
P
|
aBeta
|
aS.E
|
aZ
|
aOR (95%CI)
|
aP
|
Grade, n (%)
|
|
|
|
|
0.004*
|
|
|
|
|
0.004*
|
Ⅱ
|
|
|
|
1.00 (Reference)
|
|
|
|
|
1.00 (Reference)
|
|
Ⅲ
|
-1.50
|
0.52
|
-2.89
|
0.22 (0.08 - 0.62)
|
0.004*
|
-1.58
|
0.55
|
-2.88
|
0.21 (0.07 - 0.60)
|
0.004*
|
Group
|
|
|
|
|
0.010*
|
|
|
|
|
0.010*
|
Observation Group
|
|
|
|
1.00 (Reference)
|
|
|
|
|
1.00 (Reference)
|
|
Control Group
|
-1.32
|
0.51
|
-2.57
|
0.27 (0.10 - 0.73)
|
0.010*
|
-1.42
|
0.55
|
-2.56
|
0.24 (0.08 - 0.72)
|
0.010*
|
*indicates P < 0.05
2.3 Immunological Markers
There were no significant differences in the levels of T lymphocyte subpopulations between the two groups before neoadjuvant treatment. After completing neoadjuvant therapy, the levels of CD4+ T lymphocytes and the ratio of CD4+ to CD8+ T lymphocytes in the observation group were significantly higher than those in the control group. Concurrently, the level of CD8+ T cells in the observation group was significantly lower than that in the control group, with these differences being statistically significant (P < 0.05). The results are shown in Table 4.
Table 4. Comparison of T Lymphocyte Subpopulation Levels
Variable
|
Total (n = 76)
|
Group
|
Statistic
|
P
|
Observation Group (n = 38)
|
Control Group(n = 38)
|
CD4+before(%), Mean ± SD
|
33.04 ± 2.41
|
32.91 ± 2.32
|
33.17 ± 2.52
|
t=-0.478
|
0.634
|
CD4+after(%), Mean ± SD
|
35.33 ± 4.69
|
33.64 ± 3.98
|
37.01 ± 4.78
|
t=-3.339
|
0.001
|
CD8+before(%), Mean ± SD
|
30.97 ± 2.02
|
31.06 ± 2.03
|
30.88 ± 2.04
|
t=0.384
|
0.702
|
CD8+after(%), Mean ± SD
|
24.05 ± 3.44
|
26.67 ± 2.44
|
21.43 ± 1.97
|
t=10.294
|
<.001
|
CD4+/CD8+before, Mean ± SD
|
1.07 ± 0.12
|
1.07 ± 0.12
|
1.08 ± 0.12
|
t=-0.517
|
0.607
|
CD4+/CD8+after, Mean ± SD
|
1.51 ± 0.35
|
1.27 ± 0.17
|
1.75 ± 0.32
|
t=-8.187
|
<.001
|
2.4 Cytokines and Immunohistochemistry
Before undergoing neoadjuvant treatment, there were no significant differences in the expression levels of Ki-67 and PD-L1 between the two groups of patients. After completing neoadjuvant therapy, both groups showed a slight decrease in the proportion of patients with high PD-L1 expression, although this decrease was not significant. However, there was a significant reduction in the proportion of patients with high Ki-67 expression in the observation group. The results are shown in Table 5. This study also conducted linear regression analysis of vascular endothelial growth factor (VEGF) levels and the proportion of residual viable tumor cells (RVT) after neoadjuvant therapy. The findings revealed that the level of VEGF in the observation group was significantly lower than that in the control group after treatment, and a moderate linear relationship was observed between VEGF and RVT. The linear regression equation was: RVT (%) = 0.697 × VEGF - 83.043, with a determination coefficient R2 of 0.643. The results are presented in Figure 2.
Table 5. Distribution of PD-L1 and Ki-67 Expression Levels
Variable
|
Total (n = 76)
|
Group
|
Statistic
|
P
|
Observation Group (n = 38)
|
Control Group(n = 38)
|
PD-L1 before, n (%)
|
|
|
|
χ²=1.076
|
0.300
|
Low Expression(<20%)
|
30 (41.67)
|
12 (35.29)
|
18 (47.37)
|
|
|
High Expression(≥20%)
|
42 (58.33)
|
22 (64.71)
|
20 (52.63)
|
|
|
PD-L1 after, n (%)
|
|
|
|
χ²=0.259
|
0.611
|
Low Expression(<20%)
|
31 (44.29)
|
14 (41.18)
|
17 (47.22)
|
|
|
High Expression(≥20%)
|
39 (55.71)
|
20 (58.82)
|
19 (52.78)
|
|
|
Ki-67 before, n (%)
|
|
|
|
χ²=1.583
|
0.208
|
Low Expression(<30%)
|
12 (15.79)
|
8 (21.05)
|
4 (10.53)
|
|
|
High Expression(≥30%)
|
64 (84.21)
|
30 (78.95)
|
34 (89.47)
|
|
|
Ki-67 after, n (%)
|
|
|
|
χ²=4.653
|
0.031
|
Low Expression(<30%)
|
49 (64.47)
|
29 (76.32)
|
20 (52.63)
|
|
|
High Expression(≥30%)
|
27 (35.53)
|
9 (23.68)
|
18 (47.37)
|
|
|
2.5 Safety Assessment
During the course of receiving neoadjuvant therapy, both patient groups experienced adverse reactions including angiogenesis, immune pneumonitis, leukopenia, hand-foot syndrome, nausea, vomiting, rash, and itching. However, no grade 3 or higher adverse events were reported. The incidence of hand-foot syndrome in the observation group was significantly higher than that in the control group (23.68% vs 2.63%, P<0.05), while there was no significant difference in the occurrence of other adverse reactions.
Table 6. Comparison of Adverse Reactions
Adverse Reactions
|
Grade
|
Observation Group(n=38)
|
Control Group(n=38)
|
c2
|
P
|
Angiogenesis
|
Grade 0
|
24(63.16%)
|
23(60.53%)
|
0.056
|
0.813
|
|
Grade Ⅰ
|
10(26.32%)
|
9(23.68%)
|
|
|
|
Grade Ⅱ
|
4(10.53%)
|
6(15.79%)
|
|
|
|
Grade Ⅲ
|
0
|
0
|
|
|
|
Grade Ⅳ
|
0
|
0
|
|
|
Immune Pneumonia
|
Grade 0
|
29(76.32%)
|
30(78.95%)
|
0.076
|
0.783
|
|
Grade Ⅰ
|
6(15.79%)
|
5(13.16%)
|
|
|
|
Grade Ⅱ
|
3(7.89%)
|
3(7.89%)
|
|
|
|
Grade Ⅲ
|
0
|
0
|
|
|
|
Grade Ⅳ
|
0
|
0
|
|
|
Leukopenia
|
Grade 0
|
32(84.21%)
|
29(76.32%)
|
0.748
|
0.387
|
|
Grade Ⅰ
|
4(10.53%)
|
5(13.16%)
|
|
|
|
Grade Ⅱ
|
2(5.26%)
|
4(5.26%)
|
|
|
|
Grade Ⅲ
|
0
|
0
|
|
|
|
Grade Ⅳ
|
0
|
0
|
|
|
Hand-Foot Syndrome
|
Grade 0
|
29(76.32%)
|
37(97.37%)
|
7.370
|
0.007*
|
|
Grade Ⅰ
|
4(10.53%)
|
1(2.63%)
|
|
|
|
Grade Ⅱ
|
5(13.16%)
|
0
|
|
|
|
Grade Ⅲ
|
0
|
0
|
|
|
|
Grade Ⅳ
|
0
|
0
|
|
|
Nausea and Vomiting
|
Grade 0
|
24(63.16%)
|
26(68.42%)
|
0.234
|
0.629
|
|
Grade Ⅰ
|
10(26.32%)
|
11(28.95%)
|
|
|
|
Grade Ⅱ
|
4(10.53%)
|
1(2.63%)
|
|
|
|
Grade Ⅲ
|
0
|
0
|
|
|
|
Grade Ⅳ
|
0
|
0
|
|
|
Rash and Itching
|
Grade 0
|
26(68.42%)
|
25(65.79%)
|
0.060
|
0.807
|
|
Grade Ⅰ
|
8(21.05%)
|
6(15.79%)
|
|
|
|
Grade Ⅱ
|
4(10.53%)
|
7(18.42%)
|
|
|
|
Grade Ⅲ
|
0
|
0
|
|
|
|
Grade Ⅳ
|
0
|
0
|
|
|
Note: * indicates a statistically significant difference (P<0.05).