Topology-Based Biomarkers Accurately Predict Breast Cancer Outcome and Survival

Sandeep Singhal, Chen Li, Andrew Aukerman, Mathieu Carrière, Michael L. Miller, Hanina Hibshoosh, Jasmine A. McDonald, Joy R. Winfield, Sai Tun Hein Aung, Gustavo Martinez-Delgado, Ziv Frankenstein, Young-Ho Lee, Raul Rabadan, Joel Saltz, Chao Chen, Kevin Gardner

Open source

DOI
10.1158/0008-5472.can-25-1216
Published
2026-02-09
Container
Cancer Research
Publisher
American Association for Cancer Research (AACR)
Open access
unknown

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Cite this work

BibTeX

@article{allodium:10.1158/0008-5472.can-25-1216,
  title = {Topology-Based Biomarkers Accurately Predict Breast Cancer Outcome and Survival},
  author = {Sandeep Singhal and Chen Li and Andrew Aukerman and Mathieu Carrière and Michael L. Miller and Hanina Hibshoosh and Jasmine A. McDonald and Joy R. Winfield and Sai Tun Hein Aung and Gustavo Martinez-Delgado and Ziv Frankenstein and Young-Ho Lee and Raul Rabadan and Joel Saltz and Chao Chen and Kevin Gardner},
  year = {2026},
  journal = {Cancer Research},
  doi = {10.1158/0008-5472.can-25-1216},
  url = {https://doi.org/10.1158/0008-5472.can-25-1216}
}

RIS

TY  - JOUR
TI  - Topology-Based Biomarkers Accurately Predict Breast Cancer Outcome and Survival
AU  - Sandeep Singhal
AU  - Chen Li
AU  - Andrew Aukerman
AU  - Mathieu Carrière
AU  - Michael L. Miller
AU  - Hanina Hibshoosh
AU  - Jasmine A. McDonald
AU  - Joy R. Winfield
AU  - Sai Tun Hein Aung
AU  - Gustavo Martinez-Delgado
AU  - Ziv Frankenstein
AU  - Young-Ho Lee
AU  - Raul Rabadan
AU  - Joel Saltz
AU  - Chao Chen
AU  - Kevin Gardner
PY  - 2026
JO  - Cancer Research
DO  - 10.1158/0008-5472.can-25-1216
UR  - https://doi.org/10.1158/0008-5472.can-25-1216
ER  - 

APA

Singhal, S., Li, C., Aukerman, A., Carrière, M., Miller, M. L., Hibshoosh, H., McDonald, J. A., Winfield, J. R., Aung, S. T. H., Martinez-Delgado, G., Frankenstein, Z., Lee, Y., Rabadan, R., Saltz, J., Chen, C., & Gardner, K. (2026). Topology-Based Biomarkers Accurately Predict Breast Cancer Outcome and Survival. Cancer Research. https://doi.org/10.1158/0008-5472.can-25-1216

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