Sentinel Lymph Node Research Articles

In a prospective, multicenter study, the 31-GEP identified patients at increased risk of tumor recurrence and added significant prognostic value to AJCC staging

Cutaneous melanoma (CM) guidelines base management decisions on a patient’s American Joint Committee on Cancer (AJCC) tumor stage. However, limitations in staging accuracy suggest additional tools could improve risk-aligned patient management decisions. The 31-gene expression profile (GEP) test identifies patients with CM with low (Class 1A), intermediate (Class 1B/2A), or high (Class 2B) risk for sentinel lymph node (SLN) positivity, recurrence, metastasis, and death. In this multicenter, prospective study, we validated the 31-GEP for risk of recurrence and demonstrated the added value of 31-GEP to AJCC staging. Patients were included in the prospective CONNECTION study if they were tested with the 31-GEP from 2018 to the present (n=876). Survival was estimated using Kaplan-Meier analysis and 31-GEP stratification tested with the log-rank test. Cox regression was performed to identify predictors of recurrence. ANOVA was used to compare Cox models for the most accurate recurrence prediction. Patients with a Class 1A result had significantly higher 3-year recurrence-free survival than those with a Class 1B/2A or Class 2B result (98.5% vs. 80.8% vs. 63.0%, p<0.001). The 31-GEP had higher sensitivity (75.0% vs. 37.5%) and negative predictive value (98.6% vs. 96.9%) than AJCC staging. Multivariable analysis demonstrated that Class 1B/2A (hazard ratio, HR=3.12, p=0.037) and Class 2B (HR=5.91, p=0.002) were significant predictors of recurrence in addition to stage IB (HR=4.02, p=0.02), IIA (HR=6.06, p=0.006), IIC (HR=17.14, p<0.001), and III (HR=8.84, p<0.001). Stage IIB (HR=4.63, p=0.057) was not significant. Comparing a staging-only model to a 31-GEP+staging model showed that adding 31-GEP to staging significantly improved prediction accuracy over staging alone (ANOVA: c2=10.58, p=0.005). In this prospective study, the 31-GEP stratified risk of recurrence, was a significant predictor of recurrence, and added significant predictive value to AJCC staging. The 31-GEP identifies patients at high risk of recurrence who should be managed more intensely, and adding 31-GEP to staging allows better risk-aligned care decisions, which can lead to improved patient outcomes.

Are Nomograms Useful for Predicting Sentinel Lymph Node Status in Melanoma Patients?

ABSTRACTBackground and ObjectivesClinical nomograms have been developed to predict sentinel lymph node (SLN) status in early‐stage melanoma patients, but the clinical utility of these tools remains debatable. We created and validated a nomogram using data from a randomized clinical trial and assessed its accuracy against the well‐validated Melanoma Institute Australia (MIA) nomogram.MethodsWe developed our model to predict SLN status using logistic regression on clinicopathological patient data from the Multicenter Selective Lymphadenectomy Trial‐I. The model was externally validated using the National Cancer Database (NCDB) data set, and its performance was compared to that of the MIA nomogram.ResultsOur model had good discrimination between positive and negative SLNs, with a training set area under the curve (AUC) of 0.706 (0.661–0.751). Our model achieved an AUC of 0.715 (0.706–0.724) compared to 0.723 (0.715–0.731) with the MIA model, using the NCDB set.ConclusionOur model performed similarly to the MIA model, confirming that despite using different clinical features and data sets, no clinical nomogram is currently accurate enough for clinical use.

Abstract C013: Single cell analysis reveals tumor size-driven immune changes in primary breast tumors and corresponding lymph nodes

Abstract Introduction A sentinel lymph node is the primary node draining the tumor and is likely affected early in the metastatic process. The sentinel node holds a key position in the immune response against tumor in breast and represents a unique connection between the tumor and the host immune response. Detection of lymph node metastasis is important for staging a patient’s disease and is closely associated with prognosis. Although the clinical significance is debated, isolated tumor cells (<0.2 mm) appear to have no impact on survival while macro-metastasis (>2 mm) are linked to a poorer prognosis. Alterations in the immune response in lymph nodes with large versus small metastases have been observed, but little is known about the relationship between the immune response in the primary tumor and the metastatic status of the corresponding lymph nodes. Methods We analyzed single-cell suspensions from primary tumors and lymph nodes of 38 patients with early, operable breast cancer enrolled in the OSLO2 clinical observational trial using mass cytometry with a 47- antibody immune panel (including PanKeratin and EpCAM). In total 3.7 million single cells were analyzed and clustered into 40 metaclusters using FlowSOM. A second set of 22 metastatic lymph nodes from the OSLO2 cohort was used to validate results form the metastatic tumor cells. Additionally, immunofluorescence with E-cadherin and PanKeratin was applied, and intensity measured in 4 metastatic lymph nodes and imaging mass-cytometry was applied on one metastatic lymph node Results We found that the immune microenvironment in primary tumor was dominated by CD4 and CD8 T cells, particularly of exhausted and memory phenotype and with a higher frequency of activated regulatory T cells (Treg). In contrast, the immune composition in lymph nodes was predominantly composed of naturally occurring naive B and T cells. Notably, in line with previous publications we observed a skewing towards memory and exhausted phenotype in T cells, along with increased abundance of activated Treg in lymph nodes with larger metastasis to those with smaller or no metastasis. Furthermore, there were no correlation between the immune profile in the primary tumor and corresponding lymph node. The immune profile in the primary tumor was influenced by tumor size, with larger tumors showing a higher frequency of activated Tregs and exhausted CD8 T cells. Furthermore, In situ analysis revealed that the microenvironment in smaller metastase had an mesenchymal phenotype, while larger tumor deposits exhibited a more epithelial-like phenotype. ConclusionThe immune profile of the primary tumor did not predict the immune profile or metastatic status of the corresponding lymph node. Tumor size in both primary tumors and metastatic lymph nodes is the main drivers of changes in immune cell composition. Tumor cells from smaller metastases exhibited an mesenchymal phenotype, while larger metastasis displayed an epithelial phenotype. Citation Format: Inga Hansine H. Rye, Marit Otterlei Fjørtoft, Inger Riise Bergheim, Karin Teien Lande, Kanutte H. Huse, June Helen H. Myklebust, Ole Christian H. Lingjærde, Øystein. Garred, Jon H. Lømo, Hege H. Russnes. Single cell analysis reveals tumor size-driven immune changes in primary breast tumors and corresponding lymph nodes [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Tumor-body Interactions: The Roles of Micro- and Macroenvironment in Cancer; 2024 Nov 17-20; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2024;84(22_Suppl):Abstract nr C013.

Modern Endoscopic Approaches to Video-Assisted Sentinel Lymph Node Biopsy and Axillary Lymph Node Dissection: A Review

This article aims to analyze modern endoscopic techniques of sentinel lymph node biopsy and axillary lymph node dissection in breast cancer surgery.Owing to more accurate diagnosis and minimized patient morbidity and risks, endoscopic techniques have significantly expanded capabilities of breast cancer surgery.We review the main endoscopic techniques of sentinel lymph node biopsy and axillary lymph node dissection, analyze their efficacy and safety, and compare their benefits with those of conventional open techniques.The article discusses results of recent studies regarding diagnostic accuracy and complication rates. Furthermore, we discuss the impact of endoscopic axillary lymph node dissection on the prognosis and quality of life in patients with breast cancer.

Indocyanine green fluorescence imaging for lymph node detection and long-term clinical outcomes in colorectal cancer surgery: A systematic review and meta-analysis.

The indocyanine green fluorescence imaging (ICG-FI) technique is increasingly being used in laparoscopic colorectal surgery for lymph node mapping. However, there is no definitive standard regarding whether the application of this technique can significantly increase the detection rate of metastatic lymph nodes and improve long-term prognosis. PubMed, Embase, Web of Science, and Cochrane Library databases were searched to include studies including ICG-FI in laparoscopic colorectal surgery. Data on the detection rate of lymph nodes, metastatic rate of ICG-positive nodes, and long-term clinical outcomes were extracted following inclusion criteria. Eighteen studies with a total of 1552 patients 922 with ICG-guided laparoscopic and 630 without ICG technique were finally included. Clinical stage II/III colorectal tumors were the most commonly studies types. The patients using the ICG-FI technique had more harvested lymph nodes (weighted mean: 23.5 vs. 18.9; WMD=4.6; p<0.00001) during dissection but a lower metastasis rate of ICG-positive nodes (61/218 [28%] vs. 96/333 [28.9%]; OR=1.45; p=0.08). Compared with conventional laparoscopic colorectal surgery, additional ICG-FI technique did not improve the 3year overall survival rate (272/289 [94.1%] vs. 269/289 [93.1%]; OR=1.19; p=0.61), relapse-free survival (246/289 [85.1%] vs. 249/289 [86.2%]; OR=0.92; p=0.72), and local recurrence rate (22/289 [7.6%] vs. 28/289 [9.7%]; OR=0.77; p=0.38). The overall detection rate of sentinel lymph nodes, lymph flow, and metastatic rate of ICG-positive nodes with the help of ICG-FI were 86.8%, 89.9%, and 22.8%, respectively. No patients experienced major adverse events during ICG injection preoperatively or postoperatively. Indocyanine green fluorescence imaging-guided procedure, compared to conventional laparoscopic dissection, can assist in obtaining a greater number of harvested lymph nodes and metastatic lymph nodes, however, it did not significantly improve the long-term clinical outcomes. Level III systematic review of randomized control and nonrandomized studies.

Local Recurrence and Survival in Patients With Melanoma >2 mm in Thickness at Difficult Sites Treated With 1-cm Versus 2-cm Margins.

Melanoma guidelines recommend surgical excision with 2-cm margins for melanomas >2 mm in thickness. However, this procedure may be problematic at critical anatomic sites. We aimed to compare the outcomes of wide (2 cm) versus narrow (1 cm) excision margins in patients with melanoma >2 mm in thickness near critical structures. We retrospectively examined 736 patients undergoing excision with wide versus narrow margins at the National Cancer Institute in Milan, Italy, between 2001 and 2015. A total of 265 (36.0%) patients received a wide local excision-82 (30.9%) with linear repair and 183 (69.1%) with flap or graft reconstruction. A total of 471 (64.0%) patients received a narrow excision-320 (67.9%) with linear repair and 151 (32.1%) with flap or graft reconstruction (P<.001). The 10-year overall survival rate was 69.5% (95% CI, 63.3%-76.2%) in the wide group and 68.7% (95% CI, 63.8%-74.0%) in the narrow group (P=.462); 10-year crude cumulative incidence (CCI) of local recurrence was 5.4% (95% CI, 3.2%-9.2%) in the wide and 8.8% (95% CI, 6.4%-12.1%) in the narrow group (P=.150). Multivariable Fine-Gray modeling of the CCI of local recurrence showed that Breslow thickness (P=.010) was the only statistically significant parameter. Multivariable Cox models for overall survival showed that age (P<.001), Breslow thickness (P<.001), and sentinel lymph node status (P=.019) were statistically significant covariates. Excision margin was not a significant parameter affecting patients' outcome. Wide local excision with 1-cm margins for melanoma >2 mm in thickness was not associated with an increased risk of local recurrence and did not affect overall survival.

Impact of 8th edition AJCC staging changes on sentinel lymph node biopsy practices in melanoma.

Impact of 8th edition AJCC staging changes on sentinel lymph node biopsy practices in melanoma.

Has the Time Come to Switch From Extensive Lymph Node Dissection to Sentinel Lymph Node Biopsy in Prostate Cancer Patients Treated With Radical Laparoscopic Prostatectomy?

Abstract The efficacy of the available procedures currently recommended for staging and prognostic evaluation of prostate cancer patients treated with radical laparoscopic prostatectomy is discussed, taking into account the available evidence and potential implications in patient management.

Management of Melanoma in Elderly Patients over 80 Years.

Melanoma is a malignant tumour with a poorer prognosis in stage III and IV patients. Development of effective therapies for the treatment of advanced melanoma has led to an improvement in survival. Furthermore, the French population is ageing, and treatment of melanoma in this population has several specific limitations. This descriptive, retrospective, single-centre study collected data on the diagnostic and therapeutic management of patients with melanoma of Breslow ≥ 1 mm or of unknown primary and metastatic spread, at Limoges University Hospital, between 2018 and 2022, and compared the results obtained between 2 groups: under 80 and over 80 years of age; 344 patients were included. The extension work-up was more frequently complete and the sentinel lymph node technique more frequently performed in patients under 80. Wide excision was more frequently in accordance with guidelines in patients over 80. Adjuvant or first-line metastatic treat-ment was more frequently instituted in patients under 80, but no difference was found as regards the second and third lines, the frequency of adverse events, and the reason for stopping treatment. Our study supports similar management of elderly and young subjects, given the safety profile and efficacy of treatments.

Indocyanine Green Marking of Axillary Sentinel Lymph Nodes in Early Breast Cancer

AbstractAxillary sentinel lymph node excision (SLNE) in breast cancer patients with clinically node-negative disease may be carried out using different tracers. The standard tracer is technetium colloid (99mTc). Indocyanine green (ICG) can be used as an alternative. This study aimed to evaluate the clinical usefulness of this fluorescent dye in a standardized setting.A prospective, single-center cohort study carried out at the University Gynecological Hospital of Rostock from September 2023 to May 2024 carried out sentinel lymph node marking using only ICG in patients with breast malignancies. The ICG injection was administered immediately after the induction of anesthesia. Detection of the sentinel lymph node (SLN) was done using a laparoscopy system suitable for ICG. The aim was to determine the detection rate (DR) for SLNs marked exclusively using ICG and to record any complications. The costs of using ICG to mark SLNs were compared with those for 99mTc marking.During the study period, contraindications against marking with ICG were ascertained for five (3.8%) of 132 patients with planned SLNE. A total of 100 SLNEs were carried out after ICG marking in patients who met the inclusion criteria in the context of the study. A median of two SLNs were resected. The detection rate (DR) for SLNs was 98.0%. SLNs were identified in all obese patients. No serious systemic side effects occurred following ICG injection. Transient skin discoloration in the area around the injection site were observed in eight patients. The direct cost of ICG marking was 62.73 Euros, which was 170.36 Euros lower than the cost of 99mTc marking.The detection rate of axillary SLNs marked using ICG is high and the method is cost-effective, has few side effects and can also be used in obese patients. Contraindications against the administration of ICG are rare. Marking with ICG is a good alternative to the 99mTc method and offers advantages in terms of costs, logistics, no exposure to radiation, and patient comfort.

Lymph node assessment in cervical cancer: current approaches

Cervical cancer (CC) is the fourth most common neoplasia in women worldwide. Although early-stage CC is often curable, 40 to 50% of patients are diagnosed at a locally advanced stage. Metastatic disease accounts for the principal cause of death. Lymph node (LN) status is a major factor impacting treatment options and prognosis. Historically, CC was staged based only on clinical findings. However, in 2018, imaging modalities and/or pathological findings were included in the International Federation of Gynecology and Obstetrics (FIGO) staging classification. In the last decades, LN status assessment has evolved considerably. Full pelvic lymphadenectomy used to be the only way to determine LN status. Currently, several options exist: surgery with full lymphadenectomy, sentinel lymph node (SLN) biopsy or imaging modalities such as computed tomography (CT), magnetic resonance imaging (MRI) and positron emission tomography (PET). Regarding surgery, the SLN biopsy technique has become a standard procedure in cases of CC, with indocyanine green (ICG) being the preferred dye. Pelvic MRI is a valuable imaging technique modality for the evaluation of pelvic LNs. In locally advanced or in early-stage disease with suspicious LNs on CT scans or MRI, PET/CT is recommended for assessment of nodal and distant status. The best strategy for LN assessment remains a highly controversial topic in the literature. In this article, we aim to review and compare the advantages and limitations of each modality, i.e. imaging or surgical (lymphadenectomy or SLN biopsy) approaches.

Systematic review of risk prediction tools for primary cutaneous melanoma outcomes and validation of sentinel lymph node positivity prediction in a UK tertiary cohort.

It is difficult for clinicians to make predictions for cancer progression or outcomes based on AJCC staging for individual patients. Models individualising risk prediction for clinical outcomes are developed using patient level data, advanced statistical techniques, and artificial intelligence. A systematic search identified cutaneous melanoma prognostic prediction tools published between January 1985-March 2023. Population comparisons of key clinico-pathological variables, external prediction of receiver operating characteristics and calibration analysis are applied to an unselected group of patients undergoing sentinel lymph node biopsy in a UK University hospital setting (n = 1564). Twenty-nine models were identified which predicted survival, disease recurrence or sentinel lymph node positivity (Internal validation n = 19 and external validation n = 14). 3 out of 7 tools for sentinel node positivity were contemporaneous with available characteristics for external validation. External validation of models by Lo et al. Friedman et al. & Bertolli et al. highlighted good discriminative performance (AUC 68.1% (64.5-71.8%), 77.1% (66.8-85.7%) & 68.6% (63.3-74.1%) respectively) but were sub-optimally calibrated for the UK patient cohort (Calibration intercept & slope Friedman: -4.01 & 32.92, Lo: -1.17 & 0.44, Bertolli: -2.75 & 4.88). This work highlights the complexity of predictive modelling and the rigorous validation process necessary to ensure accurate predictions. Our search highlights a tendency to focus on discriminative performance over calibration, and the possibility for inconsistent predictions when tools are applied to populations with differing characteristics.

Lymph Node Metastasis of Head and Neck Cancer: A Bibliometric Analysis From 2000 to 2022.

Lymph node metastasis (LNM) is a significant prognostic factor in head and neck cancer (HNC) patients. To obtain a better understanding of the worldwide prevalence and current research status, the authors conducted a comprehensive bibliometric analysis of literature published from 2000 to 2022. The contributions of institutions, journals, countries or regions, cited literature, keywords, and authors in global publications were concisely summarized using the COOC and VosViewer software tools. The data were extracted from the expansive Web of Science database. A total of 5478 papers were collected for analysis, and the number of publications has exhibited exponential growth over the last 22 years. The United States emerged as the most productive country, closely followed by China. Noteworthy institutions for their high productivity include the Sloan-Kettering Cancer Center, Sun Yat-Sen University, and the University of Texas MD Anderson Cancer Center. The Head & Neck and Oral Oncology journals lead in terms of publication volume. The main areas of research in this field were prognostication, radiotherapy, survival rates, sentinel lymph node biopsy, and the human papillomavirus. In addition, the analysis of author collaboration networks yielded valuable insights into the collaborative relationships within this research domain. Our research has identified the primary characteristics of highly impactful studies on LNM in HNC, providing significant insights into the advancements made in this area of research.

Early Compliance with Commission on Cancer Operative Standards for Breast Cancer Surgery.

Efforts to define the key technical elements of breast cancer surgery, the foundation of curative treatment, have been recognized recently by the Commission on Cancer (CoC). Effective 1 January 2023, surgeon documentation in synoptic format of specific technical elements of axillary surgery for breast cancer became a CoC accreditation requirement (standards 5.3 and 5.4). After Institutional Review Board approval, the study identified patients from the authors' prospective breast surgery database granting research consent who underwent axillary surgery for breast cancer from 1 January 2023 to 31 December 2023. Operative reports, which since 2017 have been standardized templates, were reviewed for compliance. The study identified 592 eligible patients who had 623 axillary operations (76 % cN0, 24 % cN+). Full compliance with standard 5.3 was met in 71 % of cases and with standard 5.4 in 97 % of cases. Regarding standard 5.3, a mid-year internal review and subsequent individual surgeon-level communication significantly increased full synoptic documentation compliance to 98 % in quarter 4 (p < 0.001). The most common reasons for non-compliance were failure to record a response as "not applicable" regarding tracer use to identify sentinel lymph nodes in the neoadjuvant setting (the most deficient element, 81 % deficient) and failure to record "not applicable" for elements conditional on setting (upfront vs neoadjuvant surgery). Regarding standard 5.4, which has fewer elements overall, none of which are conditional, compliance was high throughout 2023. Mid-year audit and individual surgeon-level communication successfully improved compliance with standard 5.3 to meet the required threshold for accreditation. Prior practice adoption of templated operative notes likely facilitated integration of the synoptic standards into surgeon workflow.

MR tomographic evaluation of the effectiveness of neoadjuvant chemotherapy for breast cancer based on pharmacokinetic numerical analysis of tumor uptake of paramagnetic contrast in intravenous contrast enhancement

Background. In clinical practice, MRI pathophysiological and pharmacokinetic models with calculations of contrast transport indicators are unacceptably little used.Aim of the study. To propose a pharmacokinetic technique for the quantitative assessment of primary tumors and metastases, the effectiveness of breast cancer chemotherapy (BC), from dynamic contrast enhancement MRI. Material and methods. 18 patients were included who underwent neoadjuvant chemotherapy (NACHT) in four cycles for breast cancer T1-3N0-1M0, followed by radical surgical removal of the tumor. According to the results of a three — year follow-up, patients with a relapse — free course (n = 11) formed group 1, and seven patients with detected metastatic lesions (3 in the liver, 2 in the lungs, 2 in the brain) — group 2. For the initial 120–180 s of MRI with contrast after the injection of a paramagnetic, the simplification is valid for concentrations in tumor and blood and for tranfer coefficient: d{СОПУХОЛЬ(t)} / dt = ККр-Оп * СКРОВЬ (t) , from which it is obvious: ККр-Оп = (СОПУХОЛЬ(Т)) / (∫CКРОВЬ(t) dt), which was used in all calculations of the contrast transfer constant. Gadobutrol contrast is 0.1M/10 kg of body weight, TR = 5.5–6 ms, TE = 2.5 ms. Results. If, after the first cycle of NACHT, the ККр-Оп of the primary breast cancer is &lt; 0.22 ml/min/g of tissue, the probability of subsequent relapse-free course = 0.78. Similarly, a decrease in the KCr-Op Ккр-Оп of the sentinel lymph node after the first cycle of NAHT &lt; 0.08 ml/min/g of tissue with a probability of 0.75 predicts a relapse-free course. Conclusion. The proposed method for calculating the ККр-Оп transfer coefficient allows obtaining additional diagnostic and prognostic information in patients with local and locally advanced forms of breast cancer.

Nodal Burden and Oncologic Outcomes in Patients With Residual Isolated Tumor Cells After Neoadjuvant Chemotherapy (ypN0i+): The OPBC-05/ICARO Study.

The nodal burden of patients with residual isolated tumor cells (ITCs) in the sentinel lymph nodes (SLNs) after neoadjuvant chemotherapy (NAC) (ypN0i+) is unknown, and axillary management is not standardized. We investigated rates of additional positive lymph nodes (LNs) at axillary lymph node dissection (ALND) and oncologic outcomes in patients with ypN0i+ treated with and without ALND. The Oncoplastic Breast Consortium-05/ICARO cohort study (ClinicalTrials.gov identifier: NCT06464341) retrospectively analyzed data from patients with stage I to III breast cancer with ITCs in SLNs after NAC from 62 centers in 18 countries. The primary end point was the 3-year rate of any axillary recurrence. The rate of any invasive recurrence was the secondary end point. In total, 583 patients were included, of whom 182 (31%) had completion ALND and 401 (69%) did not. The median age was 48 years. Most patients (74%) were clinically node-positive at diagnosis and 41% had hormone receptor-positive/human epidermal growth factor receptor 2-negative tumors. The mean number of SLNs with ITCs was 1.2. Patients treated with ALND were more likely to present with cN2/3 disease (17% v 7%, P < .001), have ITCs detected on frozen section (62% v 8%, P < .001), have lymphovascular invasion (38% v 24%, P < .001), and receive adjuvant chest wall (89% v 78%, P = .024) and nodal radiation (82% v 75%, P = .038). Additional positive nodes were found at ALND in 30% of patients, but only 5% had macrometastases. The 3-year rates of any axillary and any invasive recurrence were 2% (95% CI, 0.95 to 3.6) and 11% (95% CI, 8 to 14), respectively, with no statistical difference by type of axillary surgery. The nodal burden in patients with ypN0(i+) was low, and axillary recurrence after ALND omission was rare in patients selected for this approach. These results do not support routine ALND in all patients with ypN0(i+).

Upstaging Prediction Model to Guide the Application of Sentinel Lymph Node Biopsy in Patients With Ductal Carcinoma In Situ: A Retrospective Comparative Study.

Indication for sentinel lymph node (SLN) biopsy in ductal carcinoma in situ (DCIS) patients with high-upstaging risk remains inconsistent. Our previous systematic review and meta-analysis had reported five variables that were significantly higher in the upstaging group. We developed the "high-risk upstaging model" and investigated its predictivity and accuracy. The study included patients initially diagnosed with DCIS in a medical center between 2011 and 2020. Patients' clinicopathological data were obtained through web-based surgical medical record database. Two prediction models were built, in which patients who met at least one (Model A) or two (Model B) of the predictors would be predicted to upstage in the final pathology. We compared the accuracy of our models with National Comprehensive Cancer Network (NCCN) guideline and original data. The analyses included 249 patients, of which 67 DCIS patients upstaged in final pathology. The excess treatment in Model A (70%) was lower than the original data (80.2%). The incomplete treatment in Model A (3%) was lower than the NCCN guideline model (38.8%) and the original data (7.5%). Both Model A and Model B yielded a higher receiver operating characteristic (AUC) curve compared with original data. Our Model A derived from the systematic review of the real-world data reduced the incomplete treatment rate of SLNB. Our Model B also showed the highest predictive value. With the two models, we provided a clearer indication for surgeons to perform SLNB in DCIS patients and demonstrated proof of concept, allowing ready input of patient data.

Identification of sentinel lymph node macrometastasis in breast cancer by deep learning based on clinicopathological characteristics

The axillary lymph node status remains an important prognostic factor in breast cancer, and nodal staging using sentinel lymph node biopsy (SLNB) is routine. Randomized clinical trials provide evidence supporting de-escalation of axillary surgery and omission of SLNB in patients at low risk. However, identifying sentinel lymph node macrometastases (macro-SLNMs) is crucial for planning treatment tailored to the individual patient. This study is the first to explore the capacity of deep learning (DL) models to identify macro-SLNMs based on preoperative clinicopathological characteristics. We trained and validated five multivariable models using a population-based cohort of 18,185 patients. DL models outperform logistic regression, with Transformer showing the strongest results, under the constraint that the sensitivity is no less than 90%, reflecting the sensitivity of SLNB. This highlights the feasibility of noninvasive macro-SLNM prediction using DL. Feature importance analysis revealed that patients with similar characteristics exhibited different nodal status predictions, indicating the need for additional predictors for further improvement.

Paget Disease of the Breast: An Uncommon Case Report

Paget’s breast disease is a rare malignancy with an incidence of 0.7% to 4.3% among all primary breast cancer. It’s characterized by an eczemous and ulcerative lesion of the nipple area. It’s associated up to 90% to an underlying invasive carcinoma or carcinoma in situ. Upon every cutaneous lesion matching the description above in women in their fifth or sixth decade, a punch biopsy should be performed. Imaging investigations rely on mammography, breast ultrasound and most importantly on Magnetic resolution imaging (MRI). Treatment management offers a wide array of options ranging from total mastectomy with sentinel node biopsy to non-surgical and non-invasive therapy. We present the uncommon case of a 49 years old female presented to our facility with Paget breast disease treated by breast conserving surgery.

Smaller is better? Compact vs. Conventional gamma camera for sentinel lymph node localization in patients with breast cancer.

Sentinel lymph node biopsy (SLNB) has been recognized as "the gold standard" for axillary staging in early breast cancer patients with clinically negative lymph nodes, resulting in significant morbidity decrease and quality of life improvement. This study aims to validate the performance of a newly developed handheld portable gamma camera (PGC) produced by Imagensys (Italy), in detecting and locating sentinel lymph nodes (SLNs) during the preoperative and intraoperative phases in breast cancer patients compared to conventional lymphoscintigraphy. Adult female patients with histologically confirmed breast cancer, candidates for surgery and SLNB, were prospectively enrolled in this open-label, pre-marketing clinical trial. All patients underwent pre- operative assessment using both the PGC and conventional lymphoscintigraphy. The performance of the two devices was compared using the Poisson regression model for incidence rate ratios (IRRs). The intrinsic sensitivity of the devices was compared using the Wilcoxon Ranked Sign Test. The utility of PGC during intra-operative procedures was also evaluated. The manoeuvrability of the devices was evaluated using operator-satisfaction questioner. Sixty-eight patients (median age 50 years, BMI 21.4) were enrolled, including two patients with bilateral breast cancer, who underwent SLNB on both axillae. The PGC demonstrated superior preoperative lymph node detection rate (IRR 8.01, 95% CI 6.11-10.50; p < 0.0001) and intrinsic device sensitivity (mean counts per second 409 ± 286 vs. 255 ± 1173 for conventional device, p = 0.0003) compared to the conventional gamma camera. Intra-operative assessment with PGC was performed in 62 patients and no additional lymph nodes were visualised. However, the conventional gamma camera demonstrated superior manoeuvrability (p < 0.0001). The PGC handheld gamma camera showed promising results for preoperative SLN assessment in patients with breast cancer. The limited manoeuvrability may be related to the operator's experience leading to higher inter-operator variability. Appropriate training and frequent use of nuclear medicine and surgical equipment could overcome this limitation.