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Prediction of Non-Sentinel Node Metastasis in Breast Cancer - A Population-Based Study
Linköping University, Department of Biomedical and Clinical Sciences, Division of Surgery, Orthopedics and Oncology. Linköping University, Faculty of Medicine and Health Sciences. Region Östergötland, Center for Surgery, Orthopaedics and Cancer Treatment, Department of Surgery in Linköping.
Department of Molecular Medicine and Surgery, Karolinska Institute, Stockholm Sweden; Department of Breast Cancer, Sarcoma and Endocrine Tumors, Karolinska University Hospital, Stockholm, Sweden.
Linköping University, Department of Biomedical and Clinical Sciences, Division of Surgery, Orthopedics and Oncology. Linköping University, Faculty of Medicine and Health Sciences. Region Östergötland, Center for Surgery, Orthopaedics and Cancer Treatment, Department of Surgery in Linköping.ORCID iD: 0000-0002-0054-664x
Linköping University, Department of Biomedical and Clinical Sciences, Division of Surgery, Orthopedics and Oncology. Linköping University, Faculty of Medicine and Health Sciences. Region Östergötland, Center for Surgery, Orthopaedics and Cancer Treatment, Department of Surgery in Linköping.
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2022 (English)In: Advances in Cancer Research & Clinical Imaging, E-ISSN 2688-8203, Vol. 3, no 3Article in journal (Refereed) Published
Abstract [en]

Background

It is debated if all breast cancer (BC) patients with sentinel lymph node metastasis need axillary lymph node dissection (ALND). Based on clinical and biological factors, we explore a statistical model for predicting non sentinel node metastasis (non-SNm) in patients with positive SN (SN+).

Methods

We obtained data on patients from the Swedish National Quality Register for BC patients operated Jan 2008 - May 2012. Pearson´s chi-squared test was performed to compare clinical data with presence of non-SNm. The risk of non-SNm, estimated as odds ratio (OR), was calculated with multivariable logistic regression analysis and the results were visualized with a nomogram. Receiver operating characteristic (ROC) analysis was used to evaluate the discriminatory ability of the regression model (Prisk) in predicting non-SNm.

Results

Out of 5382 patients with SN+, 3181 had macro metastases at sentinel node biopsy and were treated with ALND. The non-SNm was statistically significant correlated to the proportion of SN+ (OR increased from 1.41 to 3.75 with raised proportion, p<0.001), tumor size (OR= 1.70, p<0.001), LVI-lymphovascular infiltration (OR= 1.63, p<0.001), HER2 expression (OR= 1.49, p=0.004) and multifocality (OR= 1.28, p=0.04). A cut-off value of 0.3 for Prisk based on the logistic regression model, yielded a sensitivity of 83.2% and specificity of 34.7 % in predicting non-SNm. The results were visualized with a nomogram where the proportion of SN+ was the most important factor.

Conclusion

In this study we present a statistical score encompassing BC biology with good sensitivity and acceptable specificity that may be used in predicting non-SNm as a complement to traditional staging system used in clinical assessment of BC.

Place, publisher, year, edition, pages
Iris Publishers LLC , 2022. Vol. 3, no 3
Keywords [en]
Breast cancer; Sentinel node; Axillary metastases; Nomogram/Scoring system
National Category
Surgery
Identifiers
URN: urn:nbn:se:liu:diva-207712DOI: 10.33552/acrci.2022.03.000565OAI: oai:DiVA.org:liu-207712DiVA, id: diva2:1898724
Available from: 2024-09-18 Created: 2024-09-18 Last updated: 2025-02-20
In thesis
1. Diagnostic and patient aspects of axillary surgery in persons with breast cancer
Open this publication in new window or tab >>Diagnostic and patient aspects of axillary surgery in persons with breast cancer
2025 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Breast cancer (BC) is the most common cancer in women. In western society many women are living with BC, with symptoms after treatment and the risk of recurrence. When a woman develops cancer all her relationships are affected. Today the survival rate is very high with nine out of ten surviving for five years, meaning that there are many lives affected by the out-come of BC.

The most important prognostic factor in BC is the status of the lymph nodes in the axilla. However, surgery in the axilla is associated with significant arm morbidity. Thus, there is an urgent need to deescalate the effect of axillary surgery. This thesis investigates how to perform oncologically safe surgery with as little harm as possible.

The main aim was to identify factors for predicting non-sentinel node metastases and investigate different methods for sentinel node (SN) identification in the primary and recurring BC setting as well as to explore patients’ trajectory through BC treatment including axillary surgery. Furthermore, to reduce unnecessary suffering due to axillary surgery.

The first study aimed at identifying the clinicopathological predictive factors that are responsible for non-SN metastases. Using data from a large cohort from the National Quality Register for Breast Cancer (NKBC), we identified factors associated with non-SN metastasis. The findings showed how to differentiate between those with a risk for non-SN metastasis and in need of further axillary surgery and those with only a limited spread to the SN. A logistic regression model revealed statistically significant factors such as proportion of SN with macro metastases detected at SN biopsy, tumour size, HER2 positivity, lymphovascular invasion and multifocality as strong factors for non-SN metastasis. These factors were incorporated in a nomogram for predicting the risk of non-SN metastasis to avoid unnecessary axillary lymph node dissection.

In the second study the aim was to determine whether scintigraphy imaging can improve the detection rate for SN, SN metastases and non-SN metastases. The study explored which technique is best for identifying the SN, in order to better visualize it and thus facilitating the surgery procedure. The difference in SN outcome using the conventional radioisotope technique, Technetium-99m (Tc99), when adding scintigraphy to the gamma probe and blue dye was also compared. The findings showed a small difference of 2.3% in favour of adding scintigraphy images. However, it is unclear as to whether this will have any effect in the clinical setting.

The third paper adopted a person-centred approach to understand how healthcare professionals can facilitate women subjected to BC treatment including axillary surgery. An interview study was conducted using a phenomenological hermeneutical method. The main finding was that the women were in a state of acceptance and adaptation to their situation. When healthcare professionals provided structure and consistency, the women’s treatment and lived experience made sense. Uncertainty occurred when the women became lost in their own sense-making process, leading to low self-efficacy.

The fourth study was a feasibility study to identify better options for women with recurrence. An investigation of BC patients with recurrence and earlier axillary surgery was conducted to scrutinize if it is feasible to identify the SN with the magnetic tracer, superparamagnetic iron oxide, SPIO, com-pared to conventional methods with radioisotope (Tc99) and blue dye. The study was conducted at two hospitals, Sahlgrenska University Hospital and Linköping University Hospital. The findings showed that SPIO had a higher detection rate and a concordance rate of 92%. In conclusion, SPIO is a tracer with a smoother transition and easier handling eliminating the need for the radioisotope which has a short half-life and of which there is a limited global supply.

To conclude, this thesis emphasises the importance of being able to fine tune the factors that point to individual risk factors for non-SN metastases and transit to the next SN tracer with the magnetic technique. A person-centred approach during treatment and follow-up is warranted to support self-management among women with BC.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2025. p. 81
Series
Linköping University Medical Dissertations, ISSN 0345-0082 ; 1949
Keywords
Breast cancer, Sentinel node, Non-sentinel node metastases, Person-centered
National Category
Surgery
Identifiers
urn:nbn:se:liu:diva-211759 (URN)10.3384/9789180758451 (DOI)9789180758444 (ISBN)9789180758451 (ISBN)
Public defence
2025-03-20, Linden, entrance 65, Campus US, Linköping, 09:00 (Swedish)
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Supervisors
Available from: 2025-02-20 Created: 2025-02-20 Last updated: 2025-02-24Bibliographically approved

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Vikhe Patil, EvaGimm, OliverArnesson, Lars-GunnarFohlin, Helena

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