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 Limited Setting
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 sur...
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| Format: | Article |
| Language: | English |
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SAGE Publishing
2025-08-01
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| Series: | Inquiry: The Journal of Health Care Organization, Provision, and Financing |
| Online Access: | https://doi.org/10.1177/00469580251366150 |
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| author | Vishal Farid Raza FCPS Ayesha Ehsan FCPS Amina Iqbal Khan FACS |
| author_facet | Vishal Farid Raza FCPS Ayesha Ehsan FCPS Amina Iqbal Khan FACS |
| author_sort | Vishal Farid Raza FCPS |
| collection | DOAJ |
| description | 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 ( P = .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% ( P = .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. |
| format | Article |
| id | doaj-art-2523d5dd9f6f45739cfc6df6db4a4eaf |
| institution | Kabale University |
| issn | 0046-9580 1945-7243 |
| language | English |
| publishDate | 2025-08-01 |
| publisher | SAGE Publishing |
| record_format | Article |
| series | Inquiry: The Journal of Health Care Organization, Provision, and Financing |
| spelling | doaj-art-2523d5dd9f6f45739cfc6df6db4a4eaf2025-08-21T10:03:56ZengSAGE PublishingInquiry: The Journal of Health Care Organization, Provision, and Financing0046-95801945-72432025-08-016210.1177/00469580251366150Bridging 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 Limited SettingVishal Farid Raza FCPS0Ayesha Ehsan FCPS1Amina Iqbal Khan FACS2Shaukat Khanum Memorial Cancer Hospital and Research Center, FCPS General Surgery, Lahore, Punjab, PakistanShaukat Khanum Memorial Cancer Hospital and Research Center, FCPS General Surgery, Lahore, Punjab, PakistanShaukat Khanum Memorial Cancer Hospital and Research Center, FACS, Lahore, Punjab, PakistanAxillary 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 ( P = .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% ( P = .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.https://doi.org/10.1177/00469580251366150 |
| spellingShingle | Vishal Farid Raza FCPS Ayesha Ehsan FCPS Amina Iqbal Khan FACS 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 Limited Setting Inquiry: The Journal of Health Care Organization, Provision, and Financing |
| title | 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 Limited Setting |
| title_full | 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 Limited Setting |
| title_fullStr | 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 Limited Setting |
| title_full_unstemmed | 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 Limited Setting |
| title_short | 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 Limited Setting |
| title_sort | 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 limited setting |
| url | https://doi.org/10.1177/00469580251366150 |
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