Bridging Global Disparities in Breast Cancer Care: External Validation Study of the MD Anderson “Nomogram To Predict Positive Sentinel Lymph Nodes After Neoadjuvant Chemotherapy” and Its Financial Implications of Axillary De-escalation in a Resource

Axillary surgery in breast cancer has evolved from radical dissections to selective de-escalations. Identifying patients who may safely omit sentinel lymph node biopsy (SLNB) can further reduce the surgical burden, post operative complications and financial toxicity associated with breast cancer surgical care. The MD Anderson "Nomogram To Predict Positive Sentinel Lymph Nodes After Neoadjuvant Chemotherapy" is widely available and free of charge to assess SLNB positivity post neoadjuvant chemotherapy (NACT). This study externally validates its accuracy in a sample of Pakistani women and assesses its implications for cost effective breast cancer care in a resource limited setting. Retrospective chart review of 150 women who underwent axillary sentinel lymph node biopsy post NACT at Shaukat Khanum Memorial Cancer Hospital from January 2023 to August 2024. Predicted node probability and observed positivity on histopathology were recorded. Calibration (Hosmer-Lemeshow test) and discrimination (C-index) were calculated. 98% were ductal carcinomas; tumor sub-types showed luminal A (42.7%), luminal B (4.7%), her2neu (H2N) enriched (14%) and triple negative (TNBC; 38.7%). 18% (n = 27) nodes were positive on final pathology closely aligning with the nomogram's predicted probability of 17.1 ± 10.3%. Calibration showed good model fit (<i>P</i> = .89) while C-index (0.64) indicated moderate discrimination. 12.6% of women would avoid costs of SLNB if omitted in the 0% to 5% bracket and 31.3% of women in the 0% to 10% bracket. TNBC demonstrated lowest positivity of 6.89% (<i>P</i> = .01). The MD Anderson Clinical Calculator for predicting positive sentinel lymph nodes post NACT may have a role in tailoring decisions for axillary de-escalation especially in patients with a low probability score between 0% and 10% with decrease in costs of breast cancer care in LMICs. Future studies incorporating safety of axillary surgery omission using the calculator and its economic impact are warranted.

Authors

Institutions

Publication Details

Journal
INQUIRY The Journal of Health Care Organization Provision and Financing
Published
2025-05-01
DOI
https://doi.org/10.1177/00469580251366150
Primary Topic
Breast Cancer Treatment Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Bridging Global Disparities in Breast Cancer Care: External Validation Study of the MD Anderson “Nomogram To Predict Positive Sentinel Lymph Nodes After Neoadjuvant Chemotherapy” and Its Financial Implications of Axillary De-escalation in a Resource

Vishal Farid Raza, Amina Khan, Ayesha Ehsan
INQUIRY The Journal of Health Care Organization Provision and Financing
Breast Cancer Treatment Studies
article

Bridging Global Disparities in Breast Cancer Care: External Validation Study of the MD Anderson “Nomogram To Predict Positive Sentinel Lymph Nodes After Neoadjuvant Chemotherapy” and Its Financial Implications of Axillary De-escalation in a Resource

Vishal Farid Raza, Amina Khan, Ayesha Ehsan
article en

Abstract

Axillary surgery in breast cancer has evolved from radical dissections to selective de-escalations. Identifying patients who may safely omit sentinel lymph node biopsy (SLNB) can further reduce the surgical burden, post operative complications and financial toxicity associated with breast cancer surgical care. The MD Anderson "Nomogram To Predict Positive Sentinel Lymph Nodes After Neoadjuvant Chemotherapy" is widely available and free of charge to assess SLNB positivity post neoadjuvant chemotherapy (NACT). This study externally validates its accuracy in a sample of Pakistani women and assesses its implications for cost effective breast cancer care in a resource limited setting. Retrospective chart review of 150 women who underwent axillary sentinel lymph node biopsy post NACT at Shaukat Khanum Memorial Cancer Hospital from January 2023 to August 2024. Predicted node probability and observed positivity on histopathology were recorded. Calibration (Hosmer-Lemeshow test) and discrimination (C-index) were calculated. 98% were ductal carcinomas; tumor sub-types showed luminal A (42.7%), luminal B (4.7%), her2neu (H2N) enriched (14%) and triple negative (TNBC; 38.7%). 18% (n = 27) nodes were positive on final pathology closely aligning with the nomogram's predicted probability of 17.1 ± 10.3%. Calibration showed good model fit (<i>P</i> = .89) while C-index (0.64) indicated moderate discrimination. 12.6% of women would avoid costs of SLNB if omitted in the 0% to 5% bracket and 31.3% of women in the 0% to 10% bracket. TNBC demonstrated lowest positivity of 6.89% (<i>P</i> = .01). The MD Anderson Clinical Calculator for predicting positive sentinel lymph nodes post NACT may have a role in tailoring decisions for axillary de-escalation especially in patients with a low probability score between 0% and 10% with decrease in costs of breast cancer care in LMICs. Future studies incorporating safety of axillary surgery omission using the calculator and its economic impact are warranted.

INQUIRY The Journal of Health Care Organization Provision and FinancingVol. 62
Shaukat Khanum Memorial Cancer Hospital and Research Center (PK)
Openalex Percentile: Top 73%
Breast Cancer Treatment Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.