Patient characteristics
The clinicopathological characteristics of the studied cases are shown in Table 1. The mean age of the patients (± standard deviation) was 59.2 ± 14.2 years. In total, 270 (46.2%) and 314 (53.8%) patients had right and left breast cancers, respectively. The mean preoperative BMI and SMI were 23.0 ± 3.7 and 47.3 ± 7.4, respectively. In total, 136 (23.3%) patients received NAC. Regarding surgical procedures, 250 (42.8%) underwent mastectomy with Ax, whereas 334 (57.2%) underwent mastectomy with SLNB or simple mastectomy. Regarding the type of surgeon, 210 mastectomies (36.0%) were performed by residents, whereas the other 374 cases (64.0%) were performed by faculties. Regarding pathological classification, 467 (79.5%), 49 (8.4%), and 71 (12.1%) cases were ductal carcinoma, lobular carcinoma, and other special types of carcinoma, respectively. Ninety-four cases (16.1%) were ductal carcinoma in situ or no remnant invasive cancer after NAC (pathological complete response), 272 were tumors ≤ 2.0 cm (46.6%), and 218 were tumors > 2.0 cm (37.3%). Lymph nodes were pathologically involved in 191 cases (32.7%). Regarding the pathological stage of the resected specimens, 94 (16.1%), 215 (36.8%), 198 (33.9%), 68 (11.6%), and 10 (1.6%) cases were 0, I, II, III, and IV pathological stages, respectively. Regarding the intrinsic subtype, 361 (61.8%), 94 (16.2%), 47 (8.0%), and 79 (13.5%) cases were luminal, luminal HER2, HER2-enriched, and TN breast cancer, respectively.
Table 1
Clinicopathological characteristics of patients and comparison between the bleeding and no bleeding group
Variables | | Total | No bleeding | Bleeding | |
| | n = 584 (%) | n = 551 (%) | n = 33 (%) | p value |
Age (mean ± SD) | | 59.2 ± 14.2 | 59.2 ± 14.4 | 59.2 ± 13.1 | 0.99 |
Affected breast | Right | 270 (46.2) | 254 (46.1) | 16 (48.5) | 0.79 |
| Left | 314 (53.8) | 297 (53.9) | 17 (51.5) | |
NAC | Present | 136 (23.3) | 136 (24.7) | 0 (0) | < 0.001 |
| Absent | 448 (76.7) | 415 (75.3) | 33 (100) | |
Axillary procedure | None or SLNB | 334 (57.2) | 306 (55.5) | 28 (84.8) | < 0.001 |
| Ax | 250 (42.8) | 245 (44.5) | 5 (15.2) | |
Surgeon | Resident | 210 (36.0) | 201 (36.5) | 9 (27.3) | 0.28 |
| Faculty | 374 (64.0) | 350 (63.5) | 24 (72.7) | |
Histological type | Ductal | 464 (79.5) | 439 (79.7) | 25 (75.8) | 0.51 |
| Lobular | 49 (8.4) | 47 (8.5) | 2 (6.1) | |
| Other | 71 (12.1) | 65 (11.8) | 6 (24.2) | |
Tumor size | DCIS or pCR | 94 (16.1) | 86 (15.6) | 8 (7.7) | 0.75 |
| ≤ 2.0cm | 272 (46.6) | 256 (46.5) | 16 (53.8) | |
| > 2.0cm | 218 (37.3) | 209 (37.9) | 9 (38.5) | |
pN | Positive | 191 (32.7) | 187 (33.9) | 4 (12.1) | < 0.01 |
| Negative | 393 (67.3) | 364 (66.1) | 29 (87.9) | |
pStage | 0 | 94 (16.1) | 85 (15.4) | 9 (25.8) | 0.07 |
| I | 215 (36.8) | 199 (36.1) | 16 (48.4) | |
| II | 198 (33.9) | 189 (34.3) | 9 (25.8) | |
| III | 68 (11.6) | 68 (12.3) | 0 (0) | |
| IV | 10 (1.6) | 10 (1.9) | 0 (0) | |
Subtype | Luminal | 361 (61.8) | 341 (61.9) | 20 (63.6) | 0.29 |
| Luminal HER2 | 94 (16.2) | 88 (16.0) | 6 (18.2) | |
| HER2 enriched | 47 (8.0) | 42 (7.6) | 5 (15.1) | |
| Triple negative | 79 (13.5) | 77 (14.0) | 2 (3.1) | |
| Unknown | 3 (0.5) | 3 (0.5) | 0 (0) | |
SMI (mean ± SD) | | 47.3 ± 7.4 | 48.0 ± 7.5 | 45.0 ± 8.5 | 0.08 |
BMI (mean ± SD) | | 23.0 ± 3.7 | 23.0 ± 4.1 | 26.3 ± 4.7 | < 0.001 |
NAC: Neoadjuvant chemotherapy, SLNB: Sentinel lymph node biopsy, Ax: Axillary dissection, DCIS: Ductal carcinoma in situ, pCR: Pathological complete response, HER2: Human epidermal growth factor receptor type 2, BMI: Body mass index, SMI: Skeletal muscle index, |
Comparison of clinicopathological characteristics according to the presence of postsurgical bleeding
Overall, postsurgical bleeding was observed in 33 (5.6%) cases. We divided the patients into two groups according to the presence of postsurgical bleeding (no bleeding group, n = 551; bleeding group, n = 33) and compared the clinicopathological characteristics of these two groups (Table 1). There were no differences in clinicopathological features, including age, laterality of the primary tumor, type of surgeon, histological type, tumor size, lymph node metastases, pathological stage, and subtype, between the no bleeding and bleeding groups. The frequency of patients who received NAC, underwent mastectomy plus Ax, and had pathologically node-positive breast cancer was significantly lower in the bleeding group than in the no bleeding group (p < 0.001 for NAC, p < 0.001 for surgical procedure, and p < 0.01 for lymph node metastases). As for SMI, the bleeding group (45.0 ± 8.5) showed lower SMI than the no bleeding group (48.0 ± 7.5), although the difference did not reach statistical significance (p = 0.08). On the other hand, BMI was significantly higher in the bleeding group (6.3 ± 4.7) than in the no bleeding group (23.0 ± 4.1) (p < 0.001) (Table 1).
Comparison of postoperative course according to the presence of postsurgical bleeding
We compared the drainage volume until the morning of the day after surgery, drainage duration, and postoperative hospital stay between the no bleeding and bleeding groups (Table 2). Patients undergoing mastectomy with SLNB or simple mastectomy held one drain in the subcutaneous space of the breast, whereas those undergoing mastectomy plus Ax held an additional drain at the axilla, as described in the Methods section. Hence, in this analysis, we stratified the patients into two groups according to the presence of Ax (none or SLNB: n = 334, Ax group: n = 250). In the Ax group, the amount of drainage from both the subcutaneous and axillary drains was significantly greater in the bleeding group than in the no bleeding group (subcutaneous drain: 23.2 ± 16.4 in the no bleeding group vs. 159.0 ± 111.8 in the bleeding group, p < 0.001; axillary drain: 38.8 ± 22.6 in the no bleeding group vs. 220.8 ± 238.6 in the bleeding group, p < 0.001). Similarly, in the none or SLNB group, the bleeding group had significantly higher drainage volume from the subcutaneous drain compared with the no bleeding group (33.8 ± 21.9 in the no bleeding group vs. 178.7 ± 128.3 in the bleeding group, p < 0.001). Among the 33 cases with postsurgical bleeding, one required reoperation to stop postsurgical bleeding. In this case, within the first 3 h after mastectomy with SLNB, the output of bloody discharge from the subcutaneous drain reached 156 ml, despite manual compression efforts. Consequently, we deemed it necessary to perform a reoperation to control the persistent bleeding.
Table 2
Comparison of postoperative course between the no bleeding group and the bleeding group
Axillary procedure | Variables | | No bleeding | Bleeding | p value |
Ax (n = 250) | | | (n = 245) | (n = 5) | |
| Drainage volume until the morning of one day after surgery (ml) (mean ± SD) | Subcutaneous drain Axillary drain | 23.2 ± 16.4 38.8 ± 22.6 | 159.0 ± 111.8 220.8 ± 238.6 | < 0.001 < 0.001 |
| Drainage duration (days) (mean ± SD) | | 5.4 ± 1.7 | 6.5 ± 0.5 | 0.06 |
| Postoperative hospital stay (days) (mean ± SD) | | 8.0 ± 2.8 | 10.0 ± 2.1 | 0.08 |
None or SLNB (n = 334) | | | (n = 306) | (n = 28) | |
| Drainage volume until the morning of one day after surgery (ml) (mean ± SD) | Subcutaneous drain | 33.8 ± 21.9 | 178.7 ± 128.3 | < 0.001 |
| Drainage duration (days) (mean ± SD) | | 3.5 ± 1.2 | 5.8 ± 2.1 | < 0.001 |
| Postoperative hospital stay (days) (mean ± SD) | | 7.0 ± 2.2 | 8.0 ± 2.2 | 0.01 |
SLNB: Sentinel lymph node biopsy, Ax: Axillary dissection, |
Table 3 Univariate and multivariate Logistic regression analysis for post-surgical bleeding | | | | |
| Univariate | | Multivariate |
Variables | p value | HR | 95%CI | | p value | HR | 95%CI |
| Age (≥ 55 vs. < 55) | 0.60 | 1.27 | 0.60–2.55 | | | | |
| Affected breast (right vs. left) | 0.79 | 1.10 | 0.54–2.23 | | | | |
| Surgeon (faculty vs. resident) | 0.27 | 1.53 | 0.72–3.54 | | 0.35 | 0.45 | 0.06–2.06 |
| Pathological tumor size (≥ 2cm vs. < 2cm) | 0.21 | 0.61 | 0.27–1.30 | | 0.66 | 1.34 | 0.34–4.97 |
| Axillary procedure (Ax vs. none or SLNB) | < 0.001 | 0.22 | 0.07–0.54 | | 0.08 | 0.23 | 0.03–1.01 |
| SMI-to-BMI ratio (< 1.88 vs. ≥ 1.88) | < 0.001 | 37.6 | 14.3–129.2 | | < 0.001 | 38.4 | 9.52–259.3 |
Ax: Axillary dissection, SLNB: Sentinel lymph node biopsy, SMI: Skeletal muscle index, BMI: Body mass index |
As for drainage duration and postoperative hospital stay, in the Ax group, there was a tendency that drainage duration (5.4 ± 1.7 in the no bleeding group vs. 6.5 ± 0.5 in the bleeding group, p = 0.06) and postoperative hospital stay (8.0 ± 2.8 in the no bleeding group vs. 10.0 ± 2.1 in the bleeding group, p = 0.08) were longer in the bleeding group than in the no bleeding group. In the none or SLNB group, both drainage duration (3.5 ± 1.2 in the no bleeding group vs. 5.8 ± 1.2 in the bleeding group, p < 0.001) and postoperative hospital stay (7.0 ± 2.2 in the no bleeding group vs. 8.0 ± 2.2 in the bleeding group, p = 0.01) were significantly longer in the bleeding group than in the no bleeding group. These results indicate that postsurgical bleeding might delay drain removal and prolong the hospital stay.
Correlation between preoperative SMI and BMI
BMI is positively correlated with SMI in patients with cancer [17]. In the patient cohort in this study, BMI and SMI showed a significant positive correlation (p < 0.001, R = 0.54) in our breast cancer cohort (Fig. 1a). Subsequently, we examined whether there were any differences in the correlation between SMI and BMI in the no bleeding and bleeding groups, and the scatterplot in which each patient in the bleeding and no bleeding groups was individually indicated suggested that patients in the bleeding group were susceptible to having a low SMI for BMI (Fig. 1b).
Based on this observation, we hypothesized that low SMI for BMI may be a predictive factor for postsurgical bleeding and that low SMI was significantly associated with the incidence of postsurgical bleeding in patients with similar BMI. To test this hypothesis, we stratified the patients into two groups according to a BMI of 25 kg/m2 and compared the SMI in each group. Subsequently, patients in the bleeding group had significantly lower SMI than those in the no bleeding group in both the BMI ≥ 25 kg/m2 (55.3 ± 7.5 in the no bleeding group vs. 50.6 ± 7.5 in the bleeding group, p = 0.02) and the BMI < 25 kg/m2 group (44.9 ± 5.8 in the no bleeding group vs. 39.0 ± 5.1 in the bleeding group, p < 0.001) (Fig. 2).
Impact of SMI-to-BMI ratio as a risk factor for postsurgical bleeding
Given that low SMI was associated with the incidence of postsurgical bleeding in patients with similar BMI, we next hypothesized that standardization of SMI by BMI provided a more accurate risk factor for postsurgical bleeding than the single use of BMI or SMI. To address this, we calculated the SMI-to-BMI ratio and compared its values between the no bleeding and bleeding groups. The SMI-to-BMI ratio in the bleeding group was significantly lower (1.71 ± 0.16) than that in the no bleeding group (2.10 ± 0.23) (p < 0.001) (Fig. 3).
To determine the factors that have the highest accuracy for predicting postsurgical bleeding among BMI, SMI, and SMI-to-BMI ratio, we compared the area under the curve (AUC) of these three factors in the ROC curves. The SMI-to-BMI ratio had a higher AUC (0.92, sensitivity/specificity = 0.84, cutoff value = 1.88) than BMI (AUC = 0.73, sensitivity/specificity = 0.66, cutoff value = 23.6) and SMI (AUC = 0.59, sensitivity/specificity = 0.60, cutoff value = 45.2) (Fig. 4).
Subsequently, to explore the factors independently associated with the risk of postsurgical bleeding, univariate and multivariate analyses were performed. Univariate analysis revealed that axillary procedure (none or SLNB) (hazard ratio [HR], 0.22; 95% confidence interval [CI], 0.07–0.54; p < 0.001) and low SMI-to-BMI ratio (HR, 37.6; 95% CI, 14.3–129.2; p < 0.001) were significantly associated with postsurgical bleeding (Table 3). On multivariate analysis using the logistic regression analysis, only low SMI-to-BMI ratio was an independent factor for this complication (HR, 38.4; 95% CI, 9.15–259.3; p < 0.001).
Impact of sarcopenic obesity as a risk factor for postsurgical bleeding
Patients with low SMI-to-BMI ratio is associated with a condition having high BMI and low SMI. This condition is in accordance with the concept of sarcopenic obesity, which has recently gained considerable attention as a superior marker to sarcopenia for predicting the prognosis and postoperative complications in patients with cancer [17–20]. To evaluate the impact of sarcopenic obesity, we stratified the patients into four groups (high-SMI/low-BMI, high-SMI/high-BMI, low-SMI/low-BMI, and low-SMI/high-BMI). The optimal cutoff values for BMI and SMI determined by the ROC analysis were 23.6 (AUC = 0.73, sensitivity/specificity = 0.66) and 45.2 (AUC = 0.59, sensitivity/specificity = 0.60), respectively. The incidence rate of postsurgical bleeding was highest in the low-SMI/high-BMI group (27.5%) and gradually decreased toward the low-SMI/low-BMI (20.4%), high-SMI/high-BMI (1.4%), and high-SMI/low-BMI groups (0.4%), with statistical significance (p < 0.001) (Table 4).