Gillian L. Hirst

Also affiliated with UCSF Helen Diller Family Comprehensive Cancer Center

Biochemistry, Genetics and Molecular BiologyMedicineImmunology and Microbiology

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 1%percentile

5.3Author DataRank

Indexed papers

2in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Redefining breast cancer subtypes to guide treatment prioritization and maximize response: Predictive biomarkers across 10 cancer therapies

Cancer Cell(2022)10.1016/j.ccell.2022.05.005

Top 4%

4.9DataRank

Top 4%329 citations

Christina Yau, Julia Wulfkuhle, Lamorna Brown Swigart, Rosa I. Gallagher, Pei Rong Evelyn Lee +28 more

Papers

Driven by 38 papers — median percentile 72. Top paper: “Association of Event-Free and Distant Recurrence–Free Survival With Individual-Level Pathologic Complete Response in Neoadjuvant Treatment of Stages 2 and 3 Breast Cancer”.

Association of Event-Free and Distant Recurrence–Free Survival With Individual-Level Pathologic Complete Response in Neoadjuvant Treatment of Stages 2 and 3 Breast Cancer

JAMA Oncology(2020)10.1001/jamaoncol.2020.2535

N/A

6.3DataRank · unranked

225 citations

Angela DeMichele, Christina Yau, Claudine Isaacs, W. Fraser Symmans, Kathy S. Albain +74 more

Redefining breast cancer subtypes to guide treatment prioritization and maximize response: Predictive biomarkers across 10 cancer therapies

Cancer Cell(2022)10.1016/j.ccell.2022.05.005

Top 4%

4.9DataRank

Top 4%329 citations

Christina Yau, Julia Wulfkuhle, Lamorna Brown Swigart, Rosa I. Gallagher, Pei Rong Evelyn Lee +28 more

Datopotamab–deruxtecan plus durvalumab in early-stage breast cancer: the sequential multiple assignment randomized I-SPY2.2 phase 2 trial

Nature Medicine(2024)10.1038/s41591-024-03267-1

N/A

1.4DataRank · unranked

43 citations

Meghna S. Trivedi, Christina Yau, Rita Nanda, Hope S. Rugo, Marie Davidian +55 more

Safety and efficacy of HSP90 inhibitor ganetespib for neoadjuvant treatment of stage II/III breast cancer

npj Breast Cancer(2022)10.1038/s41523-022-00493-z

N/A

0.900DataRank · unranked

27 citations

Andres Forero‐Torres, Douglas Yee, Christina Yau, Denise M. Wolf, John Park +44 more

Datopotamab–deruxtecan in early-stage breast cancer: the sequential multiple assignment randomized I-SPY2.2 phase 2 trial

Nature Medicine(2024)10.1038/s41591-024-03266-2

N/A

0.610DataRank · unranked

13 citations

Jane Meisel, Christina Yau, Hope S. Rugo, Rita Nanda, Marie Davidian +52 more

Association of baseline ROR1 and ROR2 gene expression with clinical outcomes in the I-SPY2 neoadjuvant breast cancer trial

Breast Cancer Research and Treatment(2023)10.1007/s10549-023-06914-2

N/A

0.441DataRank · unranked

7 citations

Rebecca Shatsky, Richard B. Schwab, Anne M. Wallace, Denise M. Wolf, Gillian L. Hirst +7 more

PRoBE the cloud toolkit: finding the best biomarkers of drug response within a breast cancer clinical trial

JAMIA Open(2021)10.1093/jamiaopen/ooab038

Top 51%

0.346DataRank

Top 51%2 citations

David L. Gibbs, Kawther Abdilleh, Adam L. Asare, Smita Asare, Sara J. Venters +8 more

Predicted sensitivity to endocrine therapy for stage II-III hormone receptor-positive and HER2-negative (HR+/HER2−) breast cancer before chemo-endocrine therapy

Annals of Oncology(2021)10.1016/j.annonc.2021.02.011

N/A

0DataRank · unranked

45 citations

Christina Yau, Lamorna Brown Swigart, Rebekah Gould, Gregor Krings, Gillian L. Hirst +27 more

Ganitumab and metformin plus standard neoadjuvant therapy in stage 2/3 breast cancer

npj Breast Cancer(2021)10.1038/s41523-021-00337-2

N/A

0DataRank · unranked

29 citations

Claudine Isaacs, Denise M. Wolf, Christina Yau, Paul Haluska, Karthik V. Giridhar +50 more

Identifying Good Candidates for Active Surveillance of Ductal Carcinoma In Situ : Insights from a Large Neoadjuvant Endocrine Therapy Cohort

Cancer Research Communications(2022)10.1158/2767-9764.crc-22-0263

N/A

0DataRank · unranked

13 citations

Phoebe Miller, Heather Greenwood, Cristian K. Maldonado Rodas, Rita I. Freimanis, Amrita Basu +10 more

The breast pre-cancer atlas illustrates the molecular and micro-environmental diversity of ductal carcinoma in situ

npj Breast Cancer(2022)10.1038/s41523-021-00365-y

N/A

0DataRank · unranked

20 citations

Adam Officer, Hidetoshi Mori, Jonathan Gordon, Mark Evans, J. S. Steward +13 more

Development and testing of a polygenic risk score for breast cancer aggressiveness

medRxiv(2022)10.1101/2022.08.26.22278957

N/A

0DataRank · unranked

2 citations

Jacquelyn Roger, Christina Yau, Denise M. Wolf, Gillian L. Hirst, Lamorna Brown Swigart +18 more

Clinical significance and biology of circulating tumor DNA in high-risk early-stage HER2-negative breast cancer receiving neoadjuvant chemotherapy

Cancer Cell(2023)10.1016/j.ccell.2023.04.008

N/A

0DataRank · unranked

175 citations

Lamorna Brown Swigart, Ziad Ahmed, Rosalyn W. Sayaman, Derrick Renner, Ekaterina Kalashnikova +26 more

Neoadjuvant Trebananib plus Paclitaxel-based Chemotherapy for Stage II/III Breast Cancer in the Adaptively Randomized I-SPY2 Trial—Efficacy and Biomarker Discovery

Clinical Cancer Research(2023)10.1158/1078-0432.ccr-22-2256

N/A

0DataRank · unranked

20 citations

Christina Yau, Emanuel F. Petricoin, Denise M. Wolf, Julie E. Lang, A. Jo Chien +44 more

Protein signaling and drug target activation signatures to guide therapy prioritization: Therapeutic resistance and sensitivity in the I-SPY 2 Trial

Cell Reports Medicine(2023)10.1016/j.xcrm.2023.101312

N/A

0DataRank · unranked

18 citations

Julia Wulfkuhle, Denise M. Wolf, Lamorna Brown Swigart, Christina Yau, Nicholas O’Grady +22 more

Development and testing of a polygenic risk score for breast cancer aggressiveness

npj Precision Oncology(2023)10.1038/s41698-023-00382-z

N/A

0DataRank · unranked

11 citations

Jacquelyn Roger, Christina Yau, Denise M. Wolf, Gillian L. Hirst, Lamorna Brown Swigart +18 more

Computational drug repositioning for the identification of new agents to sensitize drug-resistant breast tumors across treatments and receptor subtypes

Frontiers in Oncology(2023)10.3389/fonc.2023.1192208

N/A

0DataRank · unranked

5 citations

Amrita Basu, Christina Yau, Denise M. Wolf, Hani Goodarzi, Sourav Bandyopadhyay +10 more

Computational drug repositioning for the identification of new agents to sensitize drug-resistant breast tumors across treatments and receptor subtypes

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.03.30.534178

N/A

0DataRank · unranked

0 citations

Amrita Basu, Christina Yau, Denise M. Wolf, Hani Goodarzi, Sourav Bandyopadhyay +11 more

Pathologic complete response (pCR) rates for patients with HR+/HER2− high-risk, early-stage breast cancer (EBC) by clinical and molecular features in the phase II I-SPY2 clinical trial

Annals of Oncology(2024)10.1016/j.annonc.2024.10.018

N/A

0DataRank · unranked

26 citations

David S. Wolf, Christina Yau, Lamorna Brown Swigart, Gillian L. Hirst, Claudine Isaacs +15 more

Cell-free DNA Concentration as a Biomarker of Response and Recurrence in HER2-Negative Breast Cancer Receiving Neoadjuvant Chemotherapy

Clinical Cancer Research(2024)10.1158/1078-0432.ccr-23-2928

N/A

0DataRank · unranked

13 citations

Ziad Ahmed, Rosalyn W. Sayaman, Lamorna Brown Swigart, Gillian L. Hirst, Christina Yau +13 more

Multi-platform biomarkers of response to an immune checkpoint inhibitor in the neoadjuvant I-SPY 2 trial for early-stage breast cancer

Cell Reports Medicine(2024)10.1016/j.xcrm.2024.101799

N/A

0DataRank · unranked

9 citations

Denise M. Wolf, Christina Yau, Lamorna Brown Swigart, Julie Wulfkuhle, Isela Gallagher +21 more

Magnetic resonance imaging insights from active surveillance of women with ductal carcinoma in situ

npj Breast Cancer(2024)10.1038/s41523-024-00677-9

N/A

0DataRank · unranked

3 citations

Cristian K. Maldonado Rodas, Rita I. Freimanis, Alexa Glencer, Phoebe Miller, Rita A. Mukhtar +10 more

Systematic annotation of orphan RNAs reveals blood-accessible molecular barcodes of cancer identity and cancer-emergent oncogenic drivers

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.03.19.585748

N/A

0DataRank · unranked

6 citations

Jung Min Suh, Brian J Woo, Albertas Navickas, Kristle Garcia, Keyi Yin +11 more

Tumor microenvironmental determinants of high-risk DCIS progression

Research Square(2024)10.21203/rs.3.rs-4126092/v1

N/A

0DataRank · unranked

2 citations

Alexa Glencer, Kirithiga Ramalingam, Nicole Schindler, Hidetoshi Mori, Parchi Ghule +13 more

Duration of Endocrine Treatment for DCIS impacts second events: Insights from a large cohort of cases at two academic medical centers

Research Square(2024)10.21203/rs.3.rs-3403438/v1

N/A

0DataRank · unranked

1 citations

Christina Yau, Emma Iaconetti, Eliza Jeong, Case Brabham, Paul Kim +7 more

Association of germline polygenic risk for thyroid autoimmunity with overall survival in the I-SPY2 Trial.

Journal of Clinical Oncology(2024)10.1200/jco.2024.42.16_suppl.10600

N/A

0DataRank · unranked

0 citations

Pooja Middha, Zoe Quandt, Yiwey Shieh, Amrita Basu, Rosalyn W. Sayaman +11 more

Circulating tumor DNA refines risk stratification of neoadjuvant therapy-resistant breast tumors

Nature Communications(2025)10.1038/s41467-025-65432-5

N/A

0DataRank · unranked

6 citations

Nayelis A. Manon, Denise M. Wolf, Samuel Rivero-Hinojosa, Ziad Ahmed, Rosalyn W. Sayaman +20 more

Insights from a multi-institutional registry show duration of endocrine treatment for DCIS impacts second events

npj Breast Cancer(2025)10.1038/s41523-025-00774-3

N/A

0DataRank · unranked

3 citations

Christina Yau, Emma Iaconetti, Eliza Jeong, Case Brabham, Paul Kim +7 more

Peripheral blood gene expression signatures of systemic immunity predict tumor microenvironment biology and therapeutic response in breast cancer

Research Square(2025)10.21203/rs.3.rs-6926989/v1

N/A

0DataRank · unranked

2 citations

Xiaopeng Sun, Ann Hanna, Andres A. Ocampo, Brandie C. Taylor, James R. Marshall +14 more

Detection of serum HER2 in patients treated with neratinib or trastuzumab: analysis of the I-SPY Trial

Frontiers in Oncology(2025)10.3389/fonc.2025.1605120

N/A

0DataRank · unranked

0 citations

Justin Lengfeld, S.P. Stoesz, Michelle Edwards, Franklin Pass, Gillian L. Hirst +6 more

Circulating tumor DNA in neoadjuvant-treated breast cancer reflects response and survival

Annals of Oncology(2020)10.1016/j.annonc.2020.11.007

N/A

0DataRank · unranked

445 citations

Lamorna Brown Swigart, H.-T. Wu, Gillian L. Hirst, Christina Yau, Denise M. Wolf +19 more

Integration of Gene Expression and Digital Histology to Predict Treatment-Specific Responses in Breast Cancer

medRxiv(2025)10.1101/2025.08.25.25334393

N/A

0DataRank · unranked

0 citations

James M. Dolezal, Hanna M. Hieromnimon, Sara J. Venters, Sara Kochanny, Anran Li +31 more

Mutational signatures in tumours induced by high and low energy radiation in Trp53 deficient mice

Nature Communications(2020)10.1038/s41467-019-14261-4

N/A

0DataRank · unranked

85 citations

Kyle Halliwill, Cassandra Adams, Vivek Iyer, Laura Riva, Rashid Mamunur +8 more

Circulating tumor DNA in neoadjuvant treated breast cancer reflects response and survival

medRxiv(2020)10.1101/2020.02.03.20019760

N/A

0DataRank · unranked

41 citations

Lamorna Brown Swigart, Hsin-Ta Wu, Gillian L. Hirst, Christina Yau, Denise M. Wolf +18 more

Residual cancer burden after neoadjuvant chemotherapy and long-term survival outcomes in breast cancer: a multicentre pooled analysis of 5161 patients

The Lancet Oncology(2021)10.1016/s1470-2045(21)00589-1

N/A

0DataRank · unranked

447 citations

Marie Osdoit, Marieke van der Noordaa, Sonal Shad, Jane Wei, Diane de Croze +94 more

Durvalumab with olaparib and paclitaxel for high-risk HER2-negative stage II/III breast cancer: Results from the adaptively randomized I-SPY2 trial

Cancer Cell(2021)10.1016/j.ccell.2021.05.009

N/A

0DataRank · unranked

335 citations

Christina Yau, Denise M. Wolf, Hyo S. Han, Lili Du, Anne M. Wallace +40 more

Neoadjuvant T-DM1/pertuzumab and paclitaxel/trastuzumab/pertuzumab for HER2+ breast cancer in the adaptively randomized I-SPY2 trial

Nature Communications(2021)10.1038/s41467-021-26019-y

N/A

0DataRank · unranked

73 citations

Christina Yau, Denise M. Wolf, Emanuel F. Petricoin, L. J. van ‘t Veer, Douglas Yee +46 more

Circulating tumor DNA and magnetic resonance imaging to predict neoadjuvant chemotherapy response and recurrence risk

npj Breast Cancer(2021)10.1038/s41523-021-00239-3

N/A

0DataRank · unranked

53 citations

Wen Li, Denise M. Wolf, Christina Yau, Gillian L. Hirst, Lamorna Brown Swigart +12 more

Gillian L. Hirst

Indexed papers

Top data-sharing exemplar

Papers