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Automated mitotic s...
Automated mitotic spindle hotspot counts are highly associated with clinical outcomes in systemically untreated early-stage triple-negative breast cancer
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- Leon-Ferre, Roberto A. (författare)
- Mayo Clin, MN 55905 USA
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- Carter, Jodi M. (författare)
- Univ Alberta, Canada
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- Zahrieh, David (författare)
- Mayo Clin, MN 55905 USA
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- Sinnwell, Jason P. (författare)
- Mayo Clin, MN 55905 USA
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- Salgado, Roberto (författare)
- GZA ZNA Hosp, Belgium; Peter Mac Callum Canc Ctr, Australia
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- Suman, Vera J. (författare)
- Mayo Clin, MN 55905 USA
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- Hillman, David W. (författare)
- Mayo Clin, MN 55905 USA
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- Boughey, Judy C. (författare)
- Mayo Clin, MN 55905 USA
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- Kalari, Krishna R. (författare)
- Mayo Clin, MN 55905 USA
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- Couch, Fergus J. (författare)
- Mayo Clin, MN 55905 USA
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- Ingle, James N. (författare)
- Mayo Clin, MN 55905 USA
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- Balkenhol, Maschenka (författare)
- Radboud Univ Nijmegen, Netherlands
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- Ciompi, Francesco (författare)
- Radboud Univ Nijmegen, Netherlands
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- van der Laak, Jeroen (författare)
- Linköpings universitet,Avdelningen för diagnostik och specialistmedicin,Medicinska fakulteten,Centrum för medicinsk bildvetenskap och visualisering, CMIV,Region Östergötland, Klinisk patologi,Radboud Univ Nijmegen, Netherlands
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- Goetz, Matthew P. (författare)
- Mayo Clin, MN 55905 USA
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(creator_code:org_t)
- NATURE PORTFOLIO, 2024
- 2024
- Engelska.
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Ingår i: npj Breast Cancer. - : NATURE PORTFOLIO. - 2374-4677. ; 10:1
- Relaterad länk:
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Ämnesord
Stäng
- Operable triple-negative breast cancer (TNBC) has a higher risk of recurrence and death compared to other subtypes. Tumor size and nodal status are the primary clinical factors used to guide systemic treatment, while biomarkers of proliferation have not demonstrated value. Recent studies suggest that subsets of TNBC have a favorable prognosis, even without systemic therapy. We evaluated the association of fully automated mitotic spindle hotspot (AMSH) counts with recurrence-free (RFS) and overall survival (OS) in two separate cohorts of patients with early-stage TNBC who did not receive systemic therapy. AMSH counts were obtained from areas with the highest mitotic density in digitized whole slide images processed with a convolutional neural network trained to detect mitoses. In 140 patients from the Mayo Clinic TNBC cohort, AMSH counts were significantly associated with RFS and OS in a multivariable model controlling for nodal status, tumor size, and tumor-infiltrating lymphocytes (TILs) (p < 0.0001). For every 10-point increase in AMSH counts, there was a 16% increase in the risk of an RFS event (HR 1.16, 95% CI 1.08-1.25), and a 7% increase in the risk of death (HR 1.07, 95% CI 1.00-1.14). We corroborated these findings in a separate cohort of systemically untreated TNBC patients from Radboud UMC in the Netherlands. Our findings suggest that AMSH counts offer valuable prognostic information in patients with early-stage TNBC who did not receive systemic therapy, independent of tumor size, nodal status, and TILs. If further validated, AMSH counts could help inform future systemic therapy de-escalation strategies.
Ämnesord
- MEDICIN OCH HÄLSOVETENSKAP -- Klinisk medicin -- Cancer och onkologi (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Clinical Medicine -- Cancer and Oncology (hsv//eng)
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Leon-Ferre, Robe ...
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Carter, Jodi M.
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Zahrieh, David
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Sinnwell, Jason ...
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Salgado, Roberto
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Suman, Vera J.
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visa fler...
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Hillman, David W ...
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Boughey, Judy C.
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Kalari, Krishna ...
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Couch, Fergus J.
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Ingle, James N.
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Balkenhol, Masch ...
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Ciompi, Francesc ...
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van der Laak, Je ...
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Goetz, Matthew P ...
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