Skip to main content
Springer logoLink to Springer
. 2023 Jan 31;30(7):4064–4072. doi: 10.1245/s10434-022-13064-0

Delayed Sentinel Lymph Node Dissection in Patients with a Preoperative Diagnosis of Ductal Cancer In Situ by Preoperative Injection with Superparamagnetic Iron Oxide (SPIO) Nanoparticles: The SentiNot Study

Andreas Karakatsanis 1,2,✉,#, Staffan Eriksson 3,4,#, Lida Pistiolis 5,6,7, Roger Olofsson Bagge 5,6,7, Gyula Nagy 8, Vivian Man 9, Ava Kwong 9,10,11, Fredrik Wärnberg 1,2,5,6,7; the SentiNot Trialists Group
PMCID: PMC10250503  PMID: 36719570

Abstract

Background

Difficulty in preoperatively assessing the risk for occult invasion or surgery that precludes future accurate axillary mapping in patients with ductal cancer in situ (DCIS) account for overutilization of SLND.

Methods

Prospective, multicenter, cohort study, including women with any DCIS planned for mastectomy or DCIS grade 2 and > 20 mm, any DCIS grade 3, any mass-forming DCIS and any planned surgery. Patients received an interstitial SPIO injection during breast surgery, but no upfront SLND was performed. If invasion was identified on final pathology, delayed SLND (d-SLND) was performed separately with the coadministration of isotope ± blue dye (BD). Study outcomes were proportion of upfront SLNDs that were avoided, detection rates during d-SLND, and impact on healthcare costs.

Results

In total, 78.7% of study participants (N = 254, mean age 60 years, mean DCIS size 37.8 mm) avoided upfront SLND. On d-SLND (median 28 days, range 9–46), SPIO outperformed Tc99 with (98.2% vs. 63.6%, p < 0.001) or without BD (92.7% vs. 50.9%, p < 0.001) and had higher nodal detection rate (86.9% vs. 32.3%, p < 0.001) and with BD (93.9% vs. 41.4%, p < 0.001). Only 27.9% of all SLNs retrieved were concordant for Tc99 and SPIO. Type of breast procedure (WLE vs. oncoplastic BCT vs. mastectomy) affected these outcomes and accounted for the low performance of Tc99 (p < 0.001). d-SLND resulted in a 28.1% total cost containment for women with pure DCIS on final pathology (4190 vs. 5828 USD, p < 0.001).

Conclusions

Marking the SLN with SPIO may avoid overtreatment and allow for accurate d-SLND in patients with DCIS.

Supplementary Information

The online version contains supplementary material available at 10.1245/s10434-022-13064-0.


Axillary evaluation in a preoperative diagnosis of ductal cancer in situ (DCIS) is not routine practice, as risk for nodal metastases for pure DCIS is extremely low (0.2–0.7%), mainly due to undiagnosed occult invasion.1,2 This is observed in 20–30% of patients, and then sentinel lymph node dissection (SLND) is indicated.1

Agreement for upfront SLND exists only in the setting of mastectomy, as its feasibility afterwards is highly debated. Regarding breast-conserving therapy (BCT), SLND as a second procedure is considered feasible and accurate.24 Guidelines advocating against upfront SLND if BCT is planned were mostly based on literature investigating the feasibility of SLND after previous breast surgery,36 but when specifically addressing SLND detection in the postoperative period after BCT, it seems that false-negative rates (FNR) are higher.7 These results stem from studies with small numbers and after simple wide local excision (WLE) but nonetheless raise a concern, whereas no data for oncoplastic BCT (OPBCT) are currently available.

Superparamagnetic iron oxide (SPIO) nanoparticles are a SLND tracer with comparable performance to the radioisotope (Tc99), with the advantage that it can be injected during the preoperative period.8,9 Nonmetallic instruments are usually utilized to avoid the interference of the signal, whereas skin staining and magnetic resonance imaging (MRI) artifacts may be avoided by a deeper, peritumoral intraparenchymal injection.10 Marking the SLN in a preoperative diagnosis of DCIS by injecting SPIO in the breast in primary surgery was tested in the SentiNot trial to introduce the concept of delayed SLND (d-SLND). An interim analysis demonstrated that unnecessary upfront SLND could be avoided with significant incremental cost containment, whereas SPIO detection was higher.11

In the present report, complete trial results are discussed with focus in the accuracy of SLND after DCIS excision. The SentiNot technique provides a unique possibility to define whether the SLNs detected during SLND as a second session after primary breast resection are the true SLNs, because SPIO is injected when the lymphatic outflow to the axilla is intact, whereas Tc99 is injected at the second surgery.

Methods

Study Design

The study was undertaken in six hospitals (5 in Sweden and 1 in Hong Kong June 1, 2015 to September 16, 2019). Patients with any DCIS planned for mastectomy or patients with DCIS grade 2 and > 20 mm, any DCIS grade 3 or any mass-forming DCIS, regardless of type of surgery were included. At surgery, patients received an interstitial 2-ml injection of SPIO close to the tumour (Magtrace®, Endomag Ltd, Cambridge, UK), followed by 5-min massage. After surgery, the transcutaneous magnetic signal in the axilla detected by the SentiMag® probe (Endomag Ltd, Cambridge, UK) was registered. If no signal was detected, immediate axillary exploration was performed, and the patient was excluded from the study. If specimen pathology showed invasion, d-SLND was performed; Tc99 was then injected, with recommended concomitant use of blue dye (BD). After BCT, the injection site for Tc99 and BD was defined by local routines. If mastectomy had been performed, Tc99 was injected near the scar or in the periareolar area in nipple-sparing mastectomy.

Transcutaneous magnetic and Tc99 signals in the axilla were registered. SLND was conducted with the SentiMag® probe. After SLN retrieval, Tc99 signal also was registered; thereafter, the axilla was explored for additional radioactive and blue nodes. Intraoperative frozen section was advised to avoid a third operation. If SLND failed, axillary lymph-node dissection or sampling could be performed based on surgeon’s discretion according to preoperative agreement with the patient. SLNs were considered as magnetic or radioactive if they were detected with the respective probe in situ and ex vivo. Nodes with only ex vivo signal < 10 were considered as nonsentinels for the respective tracer to allow for minimisation of bias due to overlapping between methods. Palpable nodes were excised and registered separately. The procedure was completed when the residual in situ axillary signal was < 10% of the maximum ex vivo counts. Blue and brown staining were documented and the presence of SPIO nanoparticles in the SLN was confirmed by the pathologist.

Study Endpoints

Primary study endpoint was the proportion of unnecessary upfront SLNDs that were avoided, defined as the proportion of patients in the cohort that did not undergo SLND at all. Secondary endpoints included detection rate with the SPIO (d-SLND) compared with Tc99 (l-SLND) injected after primary surgery and concordance between the two tracers. SPIO is highly concordant with Tc99 in detecting the same SLNs in the upfront SLND setting, as shown in previous meta-analyses.8 Therefore, concordance of Tc99 injected after recent breast excision (l-SLND) with SPIO injected on intact lymphatics might be considered as a surrogate of the false-negative rate yielded by SLND with injection of Tc99 after previous breast excision. We sought to assess the impact of type of surgery, DCIS size and location in the breast, addition of BD, and surgeon proficiency on SPIO detection rate.

Statistical Analyses

Swedish registry data (2014) demonstrated that 20% of patients with a preoperative diagnosis of DCIS will harbour invasion. At the same period, national guidelines led to upfront SLND in 50% of DCIS diagnoses. A sample of 246 patients would allow confirmation that the true proportion of upgrade to IBC is 20% with 5% uncertainty. The SentiNot technique should allow for d-SLND only to those with IBC, which is a reduction from 50 to 20% (relative reduction = 60%), for which the sample size was adequate (z-statistic = 11.763, p < 0.0001).

All tests were two-sided, and p-value was set to 0.05. Results were presented according to the SAMPL guidelines.12 Detection rates were calculated per procedure and per node. A procedure was considered concordant if SPIO and Tc99 had retrieved at least one concordant node. Nodal concordance was defined as concordant SLNs divided by magnetic SLNs. Inpatient and outpatient care contacts (visits, time of anaesthesia, surgery and postanaesthetic care, number of pathology reports, frozen section) were directly retrieved; subsequently, the costs were calculated and compared with the standard costs of upfront SLND based on a model and on the assumption that SLND added an average of 30 minutes and that standard pathology without frozen section was performed. This model was provided by the health economy service of Uppsala Care.13 Means and rates were presented with 95% confidence intervals (CI) or standard deviation (SD) and medians with range. Demographics included only patient age, whereas race and ethnicity were not prospectively registered. Associations were investigated with univariable analyses and included in multivariable regression analysis if p < 0.1. The manuscript was prepared according to the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement.14 Health economy outcomes are briefly outlined according to the Consolidated Health Economic Evaluation Reporting Standards (CHEERS) Statement.15 Analyses were performed with the IBM SPSS Statistics for Windows, Version 28.0 (IBM Corp, Armonk, NY) and Stata Statistical Software, Release 17 (StataCorp LLC, College Station, TX).

Results

Patient characteristics are summarized in Table 1. Study protocol was not followed in one patient who was treated with mastectomy, where absence of axillary signal at the end of the primary procedure did not prompt immediate axillary exploration; instead d-SLND was performed. After the exclusion of this case due to protocol violation, in 254 remaining patients with a preoperative diagnosis of DCIS, 65 (25.6%; 95% CI 20.3, 31.4) had invasive cancer (median size 8 mm, range 1–120). One patient, aged > 70 year, was diagnosed with an oestrogen receptor-positive, 6-mm, invasive ductal cancer and nine patients with microinvasion; thus, SLND was not clinically indicated in 18.5% of patients (95% CI 9.3, 31.4) with IBC on pathology (p = 0.002). Overall, 78.3% (95% CI 72.8, 83.3) of the participants did not undergo SLND; d-SLND was performed in the remaining 55 patients (21.7%; 95% CI 16.7, 27.2).

Table 1.

Patient characteristics

N = 254 Entire cohort Subgroup with invasive cancer on pathology (n = 65) Correlation with underlying invasion
Univariate analysis Multivariable analysis
p-value Odds ratio (95% CI) p-value
Age, yrs (mean, SD) 60.2 (11.1) 61.6 (10.3) 0.243* n.r. n.r.
DCIS size, mm (mean, SD) 37.8 (26.8) 43.3 (29.8) 0.087* 1.01 (0.99,1.02) 0.090
Nuclear Grade (n, %) 1 8 (3.2%) 1 (1.6%) 0.697# n.r. n.r.
2 84 (33.2%) 23 (37.7%)
3 151 (59.7%) 34 (55.7%)
Missing 11 (3.9%) 3 (4.9%)
Symptomatic lesion (n, %) 39 (15.4%) 14 (23.0%) 0.069# 0.88 (0.33, 2.30) 0.790
Mass-forming lesion (n, %) 45 (17.8%) 17 (27.9%) 0.022# 1.82 (0.75, 4.42) 0.184
Type of surgery (n,%) BCT 162 (63.8%) 42 (64.6%) 0.879# n.r. n.r.
Mastectomy 92 (36.2%) 23 (37.7%)
Wide local excision (WLE) 78 (30.7%) 16 (24.6%) 0.169# n.r. n.r.
OPBCT 82 (32.3%) 26 (40.6%)
Mastectomy 92 (36.2%) 23 (37.7%)

Bold values indicate statistical significance

*Student’s t-test, #Fisher’s exact test

BCT breast-conserving therapy, DCIS ductal cancer in situ, n.r. not relevant, OPBCT oncoplastic breast-conserving therapy, SD standard deviation

Delayed SLND (d-SLND) was performed a median of 28 days (range 9–46) after the breast procedure. Blue Dye was injected in 42 procedures (76.4%; 95% CI 63.0, 86.8). The isotope was injected in both the previous lumpectomy site and the periareolar area after BCT and at the skin scar for classic and skin-sparing mastectomy or the nipple-areola complex after nipple-sparing mastectomy. The detection rate of SPIO was higher than Tc99, both as a sole tracer (92.7% vs. 50.9%, p < 0.001) and in combination with BD (98.2% vs. 63.6%, p < 0.001; Table 2). Detailed data are provided in Supplement Table 2 (S2). Associations for SLN detection were sought for age, BMI, DCIS size, nuclear grade, mass effect, location in the breast, type of breast procedure, use of SPIO as standard tracer, time from SPIO injection to d-SLND, isotope injection site, and addition of BD during d-SLND. Successful SPIO detection in univariate analyses interacted with use of SPIO as standard tracer (97.6% vs. 76.9%, difference 20.7%, 95% CI − 2.7, 44.1%, p = 0.012), but when BD was administered, this effect disappeared (97.6% vs. 100%, difference 2.4%; 95% CI − 2.2, 7.0, p = 0.576). The findings were similar for type of breast surgery (100% for WLE and OPBCT and 80% for mastectomy for SPIO only, p = 0.036; 100% for WLE and OPBCT and 95% for mastectomy for SPIO+BD, p = 0.564). No effects were retained on multivariable regression analysis. Looking into Tc99 detection on univariate analyses, the use of BD increased overall detection (63.6% vs. 50.9%, difference 12.7%; 95% CI 2.1, 23.4, p = 0.016), whereas the type of breast procedure was a significant predictor of successful detection (WLE 100.0%; OPBCT 33.3%, mastectomy 45.0%; p < 0.001 for sole Tc99 and WLE 100.0%, OPBCT 58.3%, mastectomy 50.0%; p = 0.009 for Tc99+BD). The increase of Tc99 detection with BD was significant only for OPBCT (58.3% vs. 33.3%, difference 25.0%; 95% CI 3.5, 46.5, p = 0.031). In logistic regression, the addition of BD was not significant for Tc99 detection (odds ratio 2.053; 95% CI 0.623, 6.767, p = 0.237), but type of breast procedure remained significant; OPBCT and mastectomy were associated with less probability for successful Tc99 detection (odds ratio 0.332; 95% CI 0.136, 0.810, p = 0.015).

Table 2.

Detection rates per patient in delayed SLND

Detection rate (%)
SPIO Tc99 Difference 95% CI p
WLE 100.0 100.0 0.0 − 9.1, 9,1 1.000
OPBCT 100.0 33.3 66.7 43.6, 89.7 < 0.001
Mastectomy 80.0 45.0 35.0 −18.3, 71.8 0.092
Total 92.7 50.9 41.8 24.3, 59.3 < 0.001
SPIO+BD Tc99+BD Difference 95% CI P
WLE 100.0 100.0 0.0 − 9.1, 9,1 1.000
OPBCT 100.0 58.3 41.7 17.8, 65.6 0.002
Mastectomy 95.0 50.0 45.0 14.2, 75.8 0.012
Total 98.2 63.6 34.5 19.2, 49.9 < 0.001

BD blue dye, CI confidence interval, OPBCT oncoplastic breast-conserving therapy, SPIO superparamagnetic iron oxide nanoparticles, Tc99 Technetium 99, WLE wide local excision

p value is two-sided and refers to McNemar’s test for paired proportions

With regards to number of SLNs retrieved, SPIO had a higher nodal detection rate than Tc99, yielding more SLNs, both as a sole tracer (86.9% vs. 32.3%, p < 0.001) and with the addition of BD (93.9% vs. 41.4%, p < 0.001) as shown in Table 3. Detailed data are provided in Supplement Table 3 (S3). The performance of SPIO did not interact with any factors, but Tc99 was affected by the use of BD and the type of breast procedure, with the only exception of patients that had undergone simple WLE. In multivariable regression, the addition of BD was not significant (incidence rate ratio [IRR]: 1.675; 95% CI 0.871, 3.223, p = 0.122), but type of breast procedure was significant; OPBCT and mastectomy were associated with reduced nodal yield (IRR: 0.549; 95% CI 0.362, 0.834, p = 0.005). Six patients (10.9%) had metastases in nine SLNs—all successfully identified by SPIO, whereas Tc99 was successful in two patients, detecting one metastatic node in each (detailed data in Supplement Table 4; S4).

Table 3.

Detection rates per sentinel lymph node in delayed SLND

Nodal detection rate (%) SLNs (median, IQR)
SPIO Tc99 Difference 95% CI p* SPIO Tc99 p
WLE 86.9 82.6 4.3 − 19.0, 27.7 1.000 1 (1, 3) 1 (1, 3) 1.000
OPBCT 90.0 12.5 77.5 58.8, 96.2 < 0.001 1 (1, 2) 0 (0, 1) < 0.001
Mastectomy 83.3 22.0 61.1 36,2, 86.0 < 0.001 1 (1, 2) 0 (0, 1) 0.021
Total 86.9 32.2 54.5 40.9, 68.2 < 0.001 1 (1, 2) 0 (0, 1) < 0.001
Nodal detection rate (%) SLNs (median, IQR)
SPIO+BD Tc99 Difference 95% CI p* SPIO+BD Tc99
WLE 95.7 82.6 13.0 − 9.6, 35.7 0.375 2 (1, 3) 1 (1, 3) 0.250
OPBCT 95.0 32.5 62.5 42.1, 82.9 < 0.001 1 (1, 2) 0 (0, 1) < 0.001
Mastectomy 94.4 30.6 63.8 42.0, 95.8 < 0.001 1 (1, 2) 0 (0, 1) 0.013
Total 93.9 42.4 51.5 38.5, 64.5 < 0.001 1 (1, 2) 1 (0, 1) < 0.001

BD blue dye, CI confidence interval, IQR interquartile range, OPBCT oncoplastic breast-conserving therapy, SPIO superparamagnetic iron oxide nanoparticles, Tc99 Technetium 99, WLE wide local excision

*p-value is two-sided and refers to McNemar’s test for paired proportions, †p-value is two-sided and refers to Wilcoxon signed-rank test

The concordance between Tc99 and SPIO was overall low, with the exception of patients who had undergone simple WLE (Table 4). Overall, at least one SLN was concordant in 29.1% and all SLNs were concordant in 21.8% (difference 7.3%; 95% CI − 4.4, 19.0, p = 0.289). Including the BD, at least one SLN was concordant in 45.5% of cases, a significant increase (difference 16.4%; 95% CI − 4.8, 28.0, p = 0.008), but this did not affect the “all SLNs concordance” with the difference between one concordant SLN versus all concordant SLNs being significant (difference 23.6%; 95% CI 9.5, 37.8, p = 0.002). The increase of concordance with BD addition was significant only for OPBCT, but not WLE or mastectomy. Looking into all definitions of concordance (at least one SLN, all SLNs, with or without BD), only type of breast procedure was significant from all the input variables (age, DCIS size, grade, location in the breast, time from SPIO injection to delayed SLND, Tc99 injection site). The addition of BD increased nodal concordance, but this was significant only after OPBCT (49.4% vs. 31.1%, p = 0.031). Therefore, no multivariable analysis was indicated.

Table 4.

Concordance rates between SPIO and Tc99

Breast procedure All SLNs concordant (n, %) At least one SLN concordant (n, %)
SPIO and Tc99 with or without BD SPIO and Tc99 without BD SPIO and Tc99 with BD Difference (%, 95% CI) p*
WLE (n = 11) 7 (68.6%) 10 (90.9%) 11 (100.0%) 9.1% (− 16.9, 35.2) 1.000
OPBCT (n = 24) 2 (8.3%) 2 (8.3%) 8 (33.3%) 25.0% (3.5, 46.5) 0.031
Mastectomy (n = 20) 3 (15.0%) 4 (20.0%) 6 (30.0%) 10% (− 8.1, 28.1) 0.500
Total (n = 55) 12 (21.8%) 16 (29.1%) 25 (45.5%) 16.4% (− 4.8, 28.0) 0.008
p < 0.001 < 0.001 < 0.001

Absolute numbers refer to patients

BD blue dye, CI confidence interval, OPBCT oncoplastic breast-conserving therapy, SPIO superparamagnetic iron oxide nanoparticles, Tc99 Technetium 99, WLE wide local excision

*p-value is two-sided and refers to McNemar’s test for paired proportions, denoting whether the difference in concordance with or without the definition of BD is statistically significant, †p-value is two-sided and refers to Fisher’s exact test, denoting whether concordance rates vary significantly per type of breast procedure

For women who avoided axillary surgery (78.7% of the cohort), the cost reduction was 28.1% (4,190 vs. 5,828 USD, p < 0.001; Table 5). A second procedure was costlier, as expected (8851 vs. 6201 USD, p < 0.001), but, still, the SentiNot technique resulted in a 9.5% incremental cost containment in the entire cohort population (5321 vs. 5902 USD, p = 0.004) due to the significant number of patients that avoided upfront axillary surgery.

Table 5.

Impact of SentiNot on incremental costs

Delayed SLND Upfront SLND Mean difference 95% CI of the mean difference p
(Currency SEK)
Entire cohort (n = 254) 45,645 50,427 − 4782 − 7,990, − 1,573 0.004
DCIS/mIBC 35,805 49,800 − 13,995 − 16,549, − 11,440 < 0.001
Invasive cancer 75,632 52,986 22,646 14,962, 30,329 < 0.001
(Currency USD)
Entire cohort 5321 5902 − 560 − 935, − 184 0.004
DCIS/mIBC 4190 5828 − 1638 − 1938, − 1339 < 0.001
Invasive cancer 8851 6201 2650 1751, 3550 < 0.001

CI confidence interval, DCIS ductal cancer in situ, mIBC microinvasive breast cancer, SEK Swedish crowns (currency), SLND sentinel lymph node dissection, USD U.S. dollars

p-value is two-sided and refers to paired Student’s t-test

Discussion

In the SentiNot trial, marking the SLN with SPIO in patients with a preoperative diagnosis of DCIS resulted in avoiding upfront SLND in 78.3% of included patients. Delayed SLND with SPIO yielded higher detection rates than Tc99, regardless of breast surgery performed in the first session and in diverse healthcare settings and populations. This provides a novel technique to allow for the safe avoidance of upfront SLND in a preoperative diagnosis of DCIS, regardless of DCIS features or planned surgery and the morbidity that follows axillary surgery regardless of type of breast procedure.1618

Upfront SLND should not be performed in a preoperative diagnosis of DCIS. However, the risk of undiagnosed underlying invasive cancer or the inability to perform accurate axillary mapping causes uncertainty and may explain the variances in practice. Factors, such as size, nuclear grade, and mass-forming lesions have been related with upgrade to invasive cancer, but these results stem from retrospective studies, and there is no consensus.1922 This is mirrored in the inadequate performance of clinical practice guidelines and the difficulty of practicing physicians to adhere to them.23 In real-world data, factors, such as surgeon expertise or center caseload, affect the frequency of upfront SLND in DCIS.24

Identifying underlying invasion preoperatively is challenging. Preoperative magnetic resonance imaging (MRI) has not been found reliable to predict invasive disease in prospective evaluation.25 Vacuum-assisted biopsies (VAB) lower the rate of postoperative upstaging to invasive cancer to 17–18% in retrospective studies,26,27 but, in larger cohorts, the rate of underestimation was as high as 25%.28 In the prospective CINNAMOME trial (patients with VAB diagnosis of DCIS, planned for mastectomy, average DCIS extent: 69 mm, Grade 3: 51%), the underestimation rate as high as 39%, and it was suggested that upfront SLND should be performed when mastectomy is planned.29 The presence of microinvasion has traditionally been viewed as a risk factor30 and prompted upfront SLND, but this view is currently being questioned.31,32 In DCIS treated with mastectomy, upfront SLND is routinely performed, as impairment of the anatomy afterwards renders SLND extremely challenging,24,33 a practice that often extends to risk-reducing mastectomies.34 However, is 0.5–4.1%, rising up to 11.6% in case of BRCA mutations,3537 implying that the majority of patients would undergo SLND unnecessarily. In this context, extensive preoperative diagnostic workup mammogram with the addition of ultrasound (US) and MRI38 or even intraoperative frozen section of the mastectomy specimen39 have been discussed, but without data on cost-effectiveness.

It is true that SLND is feasible after previous BCT, but the view that it is accurate is only supported by retrospective data.40 Prospective data demonstrate that SLN detection rate after recent BCT is not optimal. In the GATA study, the overall detection rate was only 85.5% and use of only Tc99, negative scintigraphy and reoperation in less than 36 days were predictive factors for SLND failure.41 DCIS location in the breast or excision size were not associated with SLND failure, but the size or the use of oncoplastic techniques were not described. In the SentiNot trial, patients with DCIS amenable to standard WLE were recruited only if very high-risk features were present. Study inclusion aimed for larger, high-risk lesions, often mass forming, in challenging locations in the breast, planned for oncoplastic BCT or mastectomy. In the OPBCT subgroup, the isotope and BD had very low detection and concordance rates, a finding that did not correlate with DCIS size, location in the breast, time from SPIO injection to breast surgery, or isotope injection site. This finding is in line with other studies that have shown that more extensive procedures affect successful and accurate SLN detection.42 The only exception was women who previously underwent WLE. Specifically, nodal concordance between SPIO and Tc99 in the SentiNot trial was markedly low after OPBCT or mastectomy, meaning that when Tc99 was successful in detecting a lymph node, it was likely not the sentinel lymph node draining the DCIS/IBC area of the breast. In the setting of upfront SLND, SPIO is highly concordant to Tc99, and this is unaffected by injections of the tracers in different sites (peritumoral vs. periareolar) in previous studies and meta-analyses.8,4346 This suggests that what accounts for this discordance and the unexpectedly low performance of Tc99 in this setting is the extent of dissection that has been performed during the breast procedure. Earlier lymphoscintigraphy studies have showed that a previous excisional biopsy alters the lymphatic drainage patterns in 14–28% of patients.47,48 However, the demonstration of this discordance at a nodal level is a novel finding and, together with the low detection rate of Tc99, suggest that injection of Tc99 on impaired lymphatic outflow may affect detection outcomes, something illustrated post-OPBCT, where the view that SLND is accurate is a mere extrapolation from standard BCT. By allowing for the identification of the “true” SLN, the SentiNot technique provides a unique niche to assess whether it is the same node that is detected by Tc99 injected after the resection and to gain insight on the clinical impact of this. In the present study, Tc99 did not detect metastases in two thirds of patients with metastases. However, the numbers are too small for robust conclusions, and this matter warrants further investigation.

Conclusions

The SentiNot technique offers the alternative of marking the SLN in a simple manner in patients who would otherwise be considered for SLND and remove it afterwards, only if needed. In this manner, upfront SLND may be avoided in all cases that may pose a dilemma, such as in, but not limited to, women older than aged 70 years with early-stage, hormone-positive, erbb2-negative breast cancer, as discussed in the Choosing Wisely recommendations.49 In the trial, this tailored approach, with review of final pathology at the postoperative multidisciplinary meeting and consideration of patient preference, allowed for 16.9% of patients with microinvasive/invasive breast cancer to avoid SLND. The implementation of the technique was shown to yield potential for significant impact on national level practice, as shown in the interim analysis, whereas incremental cost containment may be substantial in large-scale implementation.11

While the results are promising, the study has certain limitations. It was a feasibility trial, mainly addressed to centers familiar with the technique. Additionally, the study was not powered to support the findings on detection rates and discordance; these findings, although novel, are hypothesis-generating and mandate further investigation. Currently, the multicenter, SentiNot 2.0, randomized, controlled trial (ClinicalTrials.gov Identifier:NCT04722692) is accruing data in different countries to allow for robust results regarding the role of d-SLND and whether it could serve as the new standard of care in individualized breast cancer treatment. At the same time, the concept of a prolonged interval from SPIO injection to surgery in the context of neoadjuvant chemotherapy or endocrine therapy has been showed to be feasible, because SPIO does not migrate with time, as recently shown in the phase 2 “Magnetic-assisted UltraSound-guided Sentinel Lymph-Node Biopsy” (MagUS) trial,50 and the maximum timeframe between SPIO injection and successful SLN detection is investigated by our group. In an era that the role of standard axillary surgery is being reevaluated, the flexibility that d-SLND provides may prove valuable to avoid overtreatment and its subsequent complications as well as tailor treatment to meet patient needs while sparing potential long-term morbidity and healthcare resources.

Supplementary Information

Below is the link to the electronic supplementary material.

Acknowledgment

ǂClinical Investigators: Other members of the SentiNot Trialists’ Group are: Imad Mohammed (Department of Surgery, Kalmar County Hospital, Kalmar, Sweden), Abdi Fatah Hersi (Centre for Clinical Research, Uppsala University, Västerås, Sweden), Allan Jazrawi (Centre for Clinical Research, Uppsala University, Västerås, Sweden), Helena Olofsson (Department for Clinical Pathology, Västmanland County Hospital) Peter Stålberg (Department of Surgical Sciences, Uppsala University, Uppsala, Sweden).

Funding

Open access funding provided by Uppsala University. The study was funded by Uppsala University, Uppsala University Hospital and the Swedish Association for Breast Cancer (Bröstcancerförbundet).

Disclosure

ROB has received institutional research grants from Bristol-Myers Squibb (BMS) and SkyLineDx, speaker honorarium from Roche and Pfizer and has served on advisory boards for Amgen, BD/BARD, Bristol-Myers Squibb (BMS), Merck Sharp & Dohme (MSD), Novartis, Roche and Sanofi Genzyme. All other authors declare no conflicts of interest.

Footnotes

Andreas Karakatsanis and Staffan Eriksson share first authorship.

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Contributor Information

Andreas Karakatsanis, Email: andreas.karakatsanis@surgsci.uu.se.

the SentiNot Trialists Group:

Imad Mohammed, Abdi Fatah Hersi, Allan Jazrawi, Helena Olofsson, and Peter Stålberg

References

  • 1.Bundred N, Dixon JM. Carcinoma in situ. BMJ. 2013 doi: 10.1136/bmj.f3289. [DOI] [PubMed] [Google Scholar]
  • 2.Lyman GH, Temin S, Edge SB, et al. Sentinel lymph node biopsy for patients with early-stage breast cancer: American Society of Clinical Oncology clinical practice guideline update. J Clin Oncol. 2014 doi: 10.1200/JCO.2013.54.1177. [DOI] [PubMed] [Google Scholar]
  • 3.Lyman GH, Somerfield MR, Bosserman LD, Perkins CL, Weaver DL, Giuliano AE. Sentinel lymph node biopsy for patients with early-stage breast cancer: American Society of Clinical Oncology clinical practice guideline update. J Clin Oncol. 2017 doi: 10.1200/JCO.2016.71.0947. [DOI] [PubMed] [Google Scholar]
  • 4.Cardoso F, Kyriakides S, Ohno S, et al. Early breast cancer: ESMO clinical practice guidelines for diagnosis, treatment and follow-up. Ann Oncol. 2019 doi: 10.1093/annonc/mdz173. [DOI] [PubMed] [Google Scholar]
  • 5.Lyman GH, Giuliano AE, Somerfield MR, et al. American Society of Clinical Oncology guideline recommendations for sentinel lymph node biopsy in early-stage breast cancer. J Clin Oncol. 2005;23(30):7703–7720. doi: 10.1200/JCO.2005.08.001. [DOI] [PubMed] [Google Scholar]
  • 6.Lyman GH, Temin S, Edge SB, et al. Sentinel lymph node biopsy for patients with early-stage breast cancer: American Society of Clinical Oncology clinical practice guideline update. J Clin Oncol. 2014;32(13):1365–1383. doi: 10.1200/JCO.2013.54.1177. [DOI] [PubMed] [Google Scholar]
  • 7.Feldman SM, Krag DN, McNally RK, Moor BB, Weaver DL, Klein P. Limitation in gamma probe localization of the sentinel node in breast cancer patients with large excisional biopsy. J Am Coll Surg. 1999 doi: 10.1016/S1072-7515(98)00306-8. [DOI] [PubMed] [Google Scholar]
  • 8.Karakatsanis A, Christiansen PM, Fischer L, et al. The Nordic SentiMag trial: a comparison of super paramagnetic iron oxide (SPIO) nanoparticles versus Tc99and patent blue in the detection of sentinel node (SN) in patients with breast cancer and a meta-analysis of earlier studies. Breast Cancer Res Treat. 2016 doi: 10.1007/s10549-016-3809-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Karakatsanis A, Daskalakis K, Stålberg P, et al. Superparamagnetic iron oxide nanoparticles as the sole method for sentinel node biopsy detection in patients with breast cancer. Br J Surg. 2017 doi: 10.1002/bjs.10606. [DOI] [PubMed] [Google Scholar]
  • 10.Wärnberg F, Stigberg E, Obondo C, et al. Long-term outcome after retro-areolar versus peri-tumoral injection of superparamagnetic iron oxide nanoparticles (SPIO) for sentinel lymph node detection in breast cancer surgery. Ann Surg Oncol. 2019 doi: 10.1245/s10434-019-07239-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Karakatsanis A, Hersi AF, Pistiolis L, et al. Effect of preoperative injection of superparamagnetic iron oxide particles on rates of sentinel lymph node dissection in women undergoing surgery for ductal carcinoma in situ (SentiNot study) Br J Surg. 2019 doi: 10.1002/bjs.11110. [DOI] [PubMed] [Google Scholar]
  • 12.Lang TA, Altman DG. Basic statistical reporting for articles published in biomedical journals: the SAMPL guidelines. Int J Nurs Stud. 2013 doi: 10.1016/j.ijnurstu.2014.09.006. [DOI] [PubMed] [Google Scholar]
  • 13.Uppsala University Hospital/Uppsala Care. https://www.akademiska.se/en/for-patienter/find-..-hospital-area/uppsala-care/
  • 14.von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP. The strengthening the reporting of observational studies in epidemiology (STROBE) statement: guidelines for reporting observational studies. Lancet. 2007 doi: 10.1016/S0140-6736(07)61602-X. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Husereau D, Drummond M, Petrou S, Carswell C, Moher D, Greenberg D, Augustovski F, Briggs AH, Mauskopf J. Consolidated health economic evaluation reporting standards (CHEERS) statement. BMJ. 2013;346:f1049. doi: 10.1136/bmj.f1049. [DOI] [PubMed] [Google Scholar]
  • 16.Baker NF, Baecher KM, Hart AM, Styblo TM, Carlson GW, Losken A. The impact of axillary node surgery on outcomes following immediate breast reconstruction. Breast J. 2020;26(11):2170–2176. doi: 10.1111/tbj.14070. [DOI] [PubMed] [Google Scholar]
  • 17.Killelea BK, Long JB, Dang W, et al. Associations between sentinel lymph node biopsy and complications for patients with ductal carcinoma in situ. Ann Surg Oncol. 2018;25(6):1521–1529. doi: 10.1245/s10434-018-6410-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Bogach J, Cordeiro E, Reel E, Cil TD. Axillary surgery and complication rates after mastectomy and reconstruction for breast cancer: an analysis of the NSQIP database. Breast Cancer Res Treat. 2022;192(3):501–508. doi: 10.1007/s10549-022-06540-4. [DOI] [PubMed] [Google Scholar]
  • 19.Lee SK, Yang JH, Woo SY, Lee JE, Nam SJ. Nomogram for predicting invasion in patients with a preoperative diagnosis of ductal carcinoma in situ of the breast. Br J Surg. 2013 doi: 10.1002/bjs.9337. [DOI] [PubMed] [Google Scholar]
  • 20.Kondo T, Hayashi N, Sachiko Ohde S, et al. A nomogram associated with high probability of invasive carcinoma on the surgical specimen in patients with preoperative diagnosis of ductal carcinoma in situ of the breast. J Clin Oncol. 2014;32(15_suppl):1595. doi: 10.1200/jco.2014.32.15_suppl.1595. [DOI] [Google Scholar]
  • 21.Yen TWF, Hunt KK, Ross MI, et al. Predictors of invasive breast cancer in patients with an initial diagnosis of ductal carcinoma in situ: a guide to selective use of sentinel lymph node biopsy in management of ductal carcinoma in situ. J Am Coll Surg. 2005 doi: 10.1016/j.jamcollsurg.2004.11.012. [DOI] [PubMed] [Google Scholar]
  • 22.El Hage Chehade H, Headon H, Wazir U, Abtar H, Kasem A, Mokbel K. Is sentinel lymph node biopsy indicated in patients with a diagnosis of ductal carcinoma in situ? A systematic literature review and meta-analysis. Am J Surg. 2017 doi: 10.1016/j.amjsurg.2016.04.019. [DOI] [PubMed] [Google Scholar]
  • 23.Karakatsanis A, Charalampoudis P, Pistioli L, Di Micco R, Foukakis T, Valachis A. Axillary evaluation in ductal cancer in situ of the breast: Challenging the diagnostic accuracy of clinical practice guidelines. Br J Surg. 2021 doi: 10.1093/bjs/znab149. [DOI] [PubMed] [Google Scholar]
  • 24.Coromilas EJ, Wright JD, Huang Y, et al. The influence of hospital and surgeon factors on the prevalence of axillary lymph node evaluation in ductal carcinoma in situ. JAMA Oncol. 2015 doi: 10.1001/jamaoncol.2015.0389. [DOI] [PubMed] [Google Scholar]
  • 25.van Bekkum S, Ter Braak BPM, Plaisier PW, van Rosmalen J, Menke-Pluijmers MBE, Westenend PJ. Preoperative breast MRI in management of patients with needle biopsy-proven ductal carcinoma in situ (DCIS) Eur J Surg Oncol. 2020;46(10 Pt A):1854–1860. doi: 10.1016/j.ejso.2020.05.028. [DOI] [PubMed] [Google Scholar]
  • 26.Grimm LJ, Ryser MD, Partridge AH, et al. Surgical upstaging rates for vacuum-assisted biopsy proven DCIS: implications for active surveillance trials. Ann Surg Oncol. 2017 doi: 10.1245/s10434-017-6018-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Soumian S, Verghese ET, Booth M, et al. Concordance between vacuum assisted biopsy and postoperative histology: implications for the proposed low risk DCIS trial (LORIS) Eur J Surg Oncol. 2013;39(12):1337–1340. doi: 10.1016/j.ejso.2013.09.028. [DOI] [PubMed] [Google Scholar]
  • 28.Verheyden C, Pages-Bouic E, Balleyguier C, et al. Underestimation rate at MR imaging-guided vacuum-assisted breast biopsy: a multi-institutional retrospective study of 1509 breast biopsies. Radiology. 2016;281(3):708–719. doi: 10.1148/radiol.2016151947. [DOI] [PubMed] [Google Scholar]
  • 29.Tunon-de-Lara C, Chauvet MP, Baranzelli MC, et al. The Role of sentinel lymph node biopsy and factors associated with invasion in extensive DCIS of the breast treated by mastectomy: the cinnamome prospective multicenter study. Ann Surg Oncol. 2015 doi: 10.1245/s10434-015-4476-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Francis AM, Haugen CE, Grimes LM, et al. Is sentinel lymph node dissection warranted for patients with a diagnosis of ductal carcinoma in situ? Ann Surg Oncol. 2015 doi: 10.1245/s10434-015-4547-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Champion CD, Ren Y, Thomas SM, et al. DCIS with microinvasion: is it in situ or invasive disease? Ann Surg Oncol. 2019;26(10):3124–3132. doi: 10.1245/s10434-019-07556-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Magnoni F, Massari G, Santomauro G, et al. Sentinel lymph node biopsy in microinvasive ductal carcinoma in situ. Br J Surg. 2019;106(4):375–383. doi: 10.1002/bjs.11079. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Intra M, Veronesi P, Gentilini OD, et al. Sentinel lymph node biopsy is feasible even after total mastectomy. J Surg Oncol. 2007 doi: 10.1002/jso.20670. [DOI] [PubMed] [Google Scholar]
  • 34.Hunt KK, Euhus DM, Boughey JC, et al. Society of surgical oncology breast disease working group statement on prophylactic (risk-reducing) mastectomy. Ann Surg Oncol. 2017 doi: 10.1245/s10434-016-5688-z. [DOI] [PubMed] [Google Scholar]
  • 35.Erdahl LM, Boughey JC, Hoskin TL, Degnim AC, Hieken TJ. Contralateral prophylactic mastectomy: factors predictive of occult malignancy or high-risk lesion and the impact of MRI and genetic testing. Ann Surg Oncol. 2016 doi: 10.1245/s10434-015-4660-7. [DOI] [PubMed] [Google Scholar]
  • 36.Yamauchi H, Okawa M, Yokoyama S, et al. High rate of occult cancer found in prophylactic mastectomy specimens despite thorough presurgical assessment with MRI and ultrasound: findings from the hereditary breast and ovarian cancer registration 2016 in Japan. Breast Cancer Res Treat. 2018 doi: 10.1007/s10549-018-4953-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Hartmann LC, Schaid DJ, Woods JE, et al. Efficacy of bilateral prophylactic mastectomy in women with a family history of breast cancer. N Engl J Med. 1999;340(2):77–84. doi: 10.1056/NEJM199901143400201. [DOI] [PubMed] [Google Scholar]
  • 38.Kuhl C, Weigel S, Schrading S, et al. Prospective multicenter cohort study to refine management recommendations for women at elevated familial risk of breast cancer: the EVA trial. J Clin Oncol. 2010 doi: 10.1200/JCO.2009.23.0839. [DOI] [PubMed] [Google Scholar]
  • 39.Murphy BL, Glasgow AE, Keeney GL, Habermann EB, Boughey JC. Selective use of sentinel lymph node surgery in patients undergoing prophylactic mastectomy using intraoperative pathology. Ann Surg Oncol. 2017 doi: 10.1245/s10434-017-5925-0. [DOI] [PubMed] [Google Scholar]
  • 40.van Roozendaal LM, Goorts B, Klinkert M, et al. Sentinel lymph node biopsy can be omitted in DCIS patients treated with breast conserving therapy. Breast Cancer Res Treat. 2016 doi: 10.1007/s10549-016-3783-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 41.Renaudeau C, Lefebvre-Lacoeuille C, Campion L, et al. Evaluation of sentinel lymph node biopsy after previous breast surgery for breast cancer: GATA study. Breast. 2016 doi: 10.1016/j.breast.2016.04.006. [DOI] [PubMed] [Google Scholar]
  • 42.Agrawal SK, Bansawal L, Arun I, Datta SS, Chatterjee S, Ahmed R. Sentinel lymph node biopsy after initial lumpectomy (SNAIL Study)—a prospective validation study. Indian J Surg Oncol. 2019;10(2):350–356. doi: 10.1007/S13193-018-0861-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43.Teshome M, Wei C, Hunt KK, Thompson A, Rodriguez K, Mittendorf EA. Use of a magnetic tracer for sentinel lymph node detection in early-stage breast cancer patients: a meta-analysis. Ann Surg Oncol. 2016;23(5):1508–1514. doi: 10.1245/s10434-016-5135-1. [DOI] [PubMed] [Google Scholar]
  • 44.Alvarado MD, Mittendorf EA, Teshome M, et al. SentimagIC: a non-inferiority trial comparing superparamagnetic iron oxide versus Technetium-99m and blue dye in the detection of axillary sentinel nodes in patients with early-stage breast cancer. Ann Surg Oncol. 2019 doi: 10.1245/s10434-019-07577-4. [DOI] [PubMed] [Google Scholar]
  • 45.Hersi AF, Pistiolis L, Luberth CD, et al. Article optimizing dose and timing in magnetic tracer techniques for sentinel lymph node detection in early breast cancers: the prospective multicenter sentidose trial. Cancers (Basel) 2021 doi: 10.3390/cancers13040693. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 46.Karakatsanis A, Pantiora E, Tasoulis MK, Valachis A, Rubio I. The evolution and refinement of magnetic-guided sentinel lymph node detection in breast cancer. A systematic review and meta-analysis. Eur J Surg Oncol. 2022;48(2):e45–e46. doi: 10.1016/j.ejso.2021.12.401. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47.Estourgie SH, Valdés Olmos RA, Nieweg OE, Hoefnagel CA, Rutgers EJT, Kroon BBR. Excision biopsy of breast lesions changes the pattern of lymphatic drainage. Br J Surg. 2007;94(9):1088–1091. doi: 10.1002/bjs.5763. [DOI] [PubMed] [Google Scholar]
  • 48.Zetterlund L, Gabrielson S, Axelsson R, et al. Impact of previous surgery on sentinel lymph node mapping: hybrid SPECT/CT before and after a unilateral diagnostic breast excision. Breast. 2016 doi: 10.1016/j.breast.2016.08.006. [DOI] [PubMed] [Google Scholar]
  • 49.SSO—Sentinel node biopsy in node negative women 70 and over. Choosing Wisely. Accessed 11 Feb 2021. https://www.choosingwisely.org/clinician-lists/sso-sentinel-node-biopsy-in-node-negative-women-70-and-over/
  • 50.Jazrawi A, Pantiora E, Abdsaleh S, et al. Magnetic-Guided Axillary UltraSound (MagUS) sentinel lymph node biopsy and mapping in patients with early breast cancer A phase 2, single-arm prospective clinical trial. Cancers (Basel) 2021 doi: 10.3390/cancers13174285. [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials


Articles from Annals of Surgical Oncology are provided here courtesy of Springer

RESOURCES