A total of 715 studies were retrieved. After removing duplicate studies, 640 studies remained. After reading the abstracts, 23 reviews, 40 case reports, and 542 irrelevant studies were excluded. Among the remaining 35 studies, 16 studies that did not meet the inclusion criteria were excluded after reading the full texts. After quality evaluation [−] of the remaining 19 studies, a total of 9 high-quality studies were included. Figure 2 summarizes the literature screening process.
2.3 Meta-analysis results
2.3.1 HR value of the 5-year DFS
A total of 5 studies provided the HR value and 95% CI of patients’ 5-year DFS. Figure 3 shows the integrated data. The heterogeneity test showed P=0.06 and I²=25%, indicating that these studies were slightly heterogeneous. Thus, the fixed-effects model was adopted for data integration. The total HR value of MBC patients compared with TNBC patients was 1.64 (95%CI: 1.36−1.98), and the intergroup difference in 5-year DFS was statistically significant (Z=5.15, P<0.05), indicating that the 5-year DFS was shorter for MBC patients than for TNBC patients.
2.3.2 HR value of the 5-year OS
A total of 5 studies provided the HR value and 95% CI of patients’ 5-year OS. Figure 4 shows the integrated data. The heterogeneity test showed P=0.36 and I²=9%, indicating that these studies were slightly heterogeneous. Thus, the fixed-effects model was adopted for data integration. The total HRvalue of MBC patients compared with TNBC patients was 1.52 (95%CI: 1.27−1.81), and the intergroup difference in the 5-year OS was statistically significant (Z=4.64, P<0.05), indicating that the 5-year OS was shorter for MBC patients than for TNBC patients.
2.3.3 Age over 50 years
A total of 3 studies provided patients’ age information. In these studies, the observation group included 1752 MBC patients with 1369 patients at the age of >50 years, and the control group included 40169 TNBC patients with 28126 patients at the age of >50 years. Figure 5 shows the total OR value and 95% CI of each study. The heterogeneity test showed P=0.40 and I²=0%, indicating these studies were homogeneous. Thus, the fixed-effect model was adopted for data integration. The total OR value was 1.63 (95%CI: 1.45−1.84), and the intergroup difference in age >50 years was statistically significant (Z=8.14, P<0.05), indicating that compared with TNBC patients, MBC patients are more likely to be at the age of >50 years.
2.3.4 Tumor diameter ≤ 2 cm
A total of 6 studies provided patients’ tumor sizes. In these studies, the observation group included 831 MBC patients with 631 patients with tumor size ≤ 2 cm, and the control group included 20175 TNBC patients with 17490 patients with tumor size ≤ 2 cm. Figure 6 shows the total OR value and 95% CI of each study. The heterogeneity test showed P<0.0001 and I²=84%, indicating these studies were highly heterogeneous. Thus, the random effect model was adopted for data integration. The total OR value was 0.29 (95%CI: 0.14−0.58), and the intergroup difference in patients with tumor size ≤ 2 cm was statistically significant (Z=3.46, P<0.05). Therefore, sensitivity analysis was performed, and the fixed-effect model was also used for data integration. The total OR value was 0.46 (95%CI: 0.39−0.54), and the overall effect test showed Z=8.92 and P<0.05, which were similar to those of the random effect model, indicating that the results obtained using the random effect model were robust. Overall, the results showed that compared with TNBC patients, MBC patients often had a larger tumor diameter, more likely to be > 2 cm, at the diagnosis.
2.3.5 Positive lymph nodes
A total of 7 studies provided patients’ lymph node metastasis status. In these studies, the observation group included 1935 MBC patients, including 514 patients with positive lymph nodes, and the control group included 41366 TNBC patients, including 14778 patients with positive lymph nodes. Figure 7 shows the total OR value and 95% CI of each study. The heterogeneity test showed P=0.008 and I²=66%, indicating these studies were moderately heterogeneous. Thus, the random effect model was adopted for data integration. The total OR value was 0.68 (95%CI: 0.53−0.88), and the intergroup difference in positive lymph nodes was statistically significant (Z=2.93, P<0.05), indicating that compared with TNBC patients, MBC patients are less likely to develop lymph node metastasis.
2.3.6 Distant metastasis
A total of 4 studies provided patients’ distant metastasis status. In these studies, the observation group included 1800 MBC patients, including 108 patients with distant metastasis, and the control group included 41111TNBC patients, including 2436 patients with distant metastasis. Figure 8 shows the total OR value and 95% CI of each study. The heterogeneity test showed P=0.002 and I²=79%, indicating these studies were highly heterogeneous. Thus, the random effect model was adopted for data integration. The total OR value was 1.59 (95%CI: 0.89−2.81), and the intergroup difference in distant metastasis was not statistically significant (Z=1.58, P=0.11).
2.3.7 TNM stage III and above
A total of 6 studies provided patients’ TNM staging status. In these studies, the observation group included 834 MBC patients, with 184 being with TNM stage III and above, and the control group included 20,170 TNBC patients, with 4141 patients being TNM stage III and above. Figure 9 shows the total OR value and 95% CI of each study. The heterogeneity test showed P<0.0001 and I²=81%, indicating these studies were highly heterogeneous. Thus, the random effect model was adopted for data integration. The total OR value was 1.49 (95%CI: 0.80−2.77), and the intergroup difference in TNM staging was not statistically significant (Z=1.25, P=0.21).
2.3.8 Histological grade 3
A total of 5 studies provided patients’ histological classification. In these studies, the observation group contained 722 MBC patients, with 576 patients being histological grade 3, and the control group had 19,916 TNBC patients, with 15981 being histological grade 3. Figure 10 shows the total OR value and 95% CI of each study. The heterogeneity test showed P<0.0001 and I²=89%, indicating that these studies are highly heterogeneous. Thus, the random effect model was adopted for integration. The total OR value was 2.25 (95%CI: 0.85−5.97), and the intergroup difference in histological grade 3 was not statistically significant (Z=1.63, P=0.10).