Ioannis K. Zervantonakis

Also affiliated with Magee-Womens Research Institute, UPMC Hillman Cancer Center, University of Pittsburgh Medical Center, McGowan Institute for Regenerative Medicine

MedicineEngineeringBiochemistry, Genetics and Molecular BiologyImmunology 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 4%percentile

0.578Author DataRank

Indexed papers

1in 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 1 indexed paper 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.

Large-scale Characterization of Drug Responses of Clinically Relevant Proteins in Cancer Cell Lines

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.07.03.186908

Top 34%

0.578DataRank

Top 34%10 citations

Jun Li, Mei‐Ju Chen, Zhenlin Ju, Nicole K. Nesser, Katie Johnson-Camacho +20 more

Papers

Driven by 24 papers — median percentile 66. Top paper: “Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation”.

Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation

Frontiers in Digital Health(2022)10.3389/fdgth.2022.1007784

N/A

0.714DataRank · unranked

116 citations

Mohamed H. Abdel‐Rahman, Boris Aguilar, Alireza Asadpoure, Robert A. Beckman, Lynn L. Borkon +28 more

Large-scale Characterization of Drug Responses of Clinically Relevant Proteins in Cancer Cell Lines

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.07.03.186908

Top 34%

0.578DataRank

Top 34%10 citations

Jun Li, Mei‐Ju Chen, Zhenlin Ju, Nicole K. Nesser, Katie Johnson-Camacho +20 more

A SNAI2-PEAK1-INHBA stromal axis drives progression and lapatinib resistance in HER2-positive breast cancer by supporting subpopulations of tumor cells positive for antiapoptotic and stress signaling markers

Oncogene(2021)10.1038/s41388-021-01906-2

N/A

0.524DataRank · unranked

32 citations

Robert Güth, Farhana Runa, Francesca Sanchez, Eric Vickers, Megan J. Agajanian +10 more

Integrating artificial intelligence-driven digital pathology and genomics to establish patient-derived organoids as new approach methodologies for drug response in head and neck cancer

Oral Oncology(2025)10.1016/j.oraloncology.2025.107742

N/A

0.373DataRank · unranked

11 citations

Jie Chen, Carl Kim, Joshua D. Smith, Micah Harris, Krishna B. Singh +24 more

Integrating Artificial Intelligence-Driven Digital Pathology and Genomics to Establish Patient-Derived Organoids as a Novel Alternative Model for Drug Response in Head and Neck Cancer

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.06.24.660824

N/A

0.165DataRank · unranked

2 citations

Jie Chen, Carl Kim, Joshua D. Smith, Micah Harris, Krishna B. Singh +24 more

Cancer-cell derived S100A11 promotes macrophage recruitment in ER+ breast cancer

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.03.21.586041

N/A

0.165DataRank · unranked

2 citations

Youngbin Cho, Yiting Li, Ruxuan Li, Daniel D. Brown, Priscilla F. McAuliffe +5 more

The chemotherapy-induced senescence-associated secretome promotes cell detachment and metastatic dissemination through metabolic reprogramming

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.12.02.569652

N/A

0.104DataRank · unranked

1 citations

Raquel Buj, Apoorva Uboveja, Evan Levasseur, Hui Wang, Katarzyna M. Kedziora +33 more

CAR T cell infiltration and cytotoxic killing within the core of 3D breast cancer spheroids under the control of antigen sensing in microwell arrays

APL Bioengineering(2024)10.1063/5.0207941

N/A

0DataRank · unranked

15 citations

Matthew S. Laird, Teddi Bishop, Ruxuan Li, Dorota E. Jazwinska, Elisa Ruffo +3 more

Paracrine Ovarian Cancer Cell‐Derived CSF1 Signaling Regulates Macrophage Migration Dynamics in a 3D Microfluidic Model that Recapitulates In Vivo Infiltration Patterns in Patient‐Derived Xenografts

Advanced Healthcare Materials(2024)10.1002/adhm.202401719

N/A

0DataRank · unranked

12 citations

Dorota E. Jazwinska, Diana G. Kulawiec, Ioannis K. Zervantonakis, Alexis L. Scott

Cancer-cell derived S100A11 promotes macrophage recruitment in ER+ breast cancer

OncoImmunology(2024)10.1080/2162402x.2024.2429186

N/A

0DataRank · unranked

6 citations

Youngbin Cho, Yiting Li, Ruxuan Li, Angela Wong Lau, Matthew S. Laird +7 more

Enhancing PKA-dependent mesothelial barrier integrity reduces ovarian cancer transmesothelial migration via inhibition of contractility

iScience(2024)10.1016/j.isci.2024.109950

N/A

0DataRank · unranked

4 citations

Youngbin Cho, Ioannis K. Zervantonakis, Dorota E. Jazwinska

CAR T cell infiltration and cytotoxic killing within the core of 3D breast cancer spheroids under control of antigen sensing in microwell arrays

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.03.14.585033

N/A

0DataRank · unranked

1 citations

Matthew Laird, Teddi Bishop, Ruxuan Li, Elisa Ruffo, Jason Lohmueller +2 more

Multiomics identifies tumor-intrinsic SREBP1 driving immune exclusion in hepatocellular carcinoma

Journal for ImmunoTherapy of Cancer(2025)10.1136/jitc-2025-011537

N/A

0DataRank · unranked

11 citations

Ruxuan Li, Jake Griner, Jie Chen, Arjun Singh, Brian R. Isett +12 more

BESTDR: Bayesian quantification of mechanism-specific drug response in cell culture

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.02.05.636681

N/A

0DataRank · unranked

0 citations

Simone Bruno, James P. Roney, Ioannis K. Zervantonakis, Franziska Michor, Thomas O. McDonald

Soma to neuron communication links stress adaptation to stress avoidance behavior

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.05.07.652728

N/A

0DataRank · unranked

0 citations

Ella Gundrum, María Victoria Veroli, A.J. Gilsrud, Mahdi Eskandarisani, Ioannis K. Zervantonakis +4 more

BESTDR Enables Bayesian Quantification of Mechanism-Specific Drug Responses

Cancer Research(2025)10.1158/0008-5472.can-25-1181

N/A

0DataRank · unranked

0 citations

Simone Bruno, James P. Roney, Ioannis K. Zervantonakis, Franziska Michor, Thomas O. McDonald

Perturbation biology links temporal protein changes to drug responses in a melanoma cell line

PLoS Computational Biology(2020)10.1371/journal.pcbi.1007909

N/A

0DataRank · unranked

26 citations

Richard R. Stein, Xiaohong Jing, Weiqing Wang, Benjamin Marks, Ioannis K. Zervantonakis +4 more

Hydrogel array patterning using 3D-printed microfluidic inserts to control cell-cell and cell-ECM interactions

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.64898/2025.12.21.695682

N/A

0DataRank · unranked

0 citations

Mohammadmahdi Eskandarisani, Ioannis K. Zervantonakis, Matthew D. Poskus

A PDE Model of Breast Tumor Progression in MMTV-PyMT Mice

Journal of Personalized Medicine(2022)10.3390/jpm12050807

N/A

0DataRank · unranked

20 citations

Zuzana Tatárová, Wenrui Hao, Navid Changizi, Alireza Asadpoure, Ioannis K. Zervantonakis +4 more

Investigating key cell types and molecules dynamics in PyMT mice model of breast cancer through a mathematical model

PLoS Computational Biology(2022)10.1371/journal.pcbi.1009953

N/A

0DataRank · unranked

11 citations

Navid Changizi, Alireza Asadpoure, Sumeyye Su, Dilruba Sofia, Zuzana Tatárová +4 more

Digital Light Processing 3D printing for biological applications of polydimethylsiloxane-based microfluidics

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.09.28.509779

N/A

0DataRank · unranked

2 citations

Tuo Wang, Yuxuan Deng, Sydney Borcherding, Jake Atkinson, Ioannis K. Zervantonakis +1 more

Beyond matrix stiffness: targeting force-induced cancer drug resistance

Trends in cancer(2023)10.1016/j.trecan.2023.07.006

N/A

0DataRank · unranked

153 citations

Matthew D. Poskus, Triantafyllos Stylianopoulos, Ioannis K. Zervantonakis, Maria Kalli

Fabrication of 3D-printed molds for polydimethylsiloxane-based microfluidic devices using a liquid crystal display-based vat photopolymerization process: printing quality, drug response and 3D invasion cell culture assays

Microsystems & Nanoengineering(2023)10.1038/s41378-023-00607-y

N/A

0DataRank · unranked

37 citations

Tuo Wang, Yuxuan Deng, Sydney Borcherding, Jake Atkinson, Ioannis K. Zervantonakis +1 more

Modeling collective cell behavior in cancer: Perspectives from an interdisciplinary conversation

Cell Systems(2023)10.1016/j.cels.2023.03.002

N/A

0DataRank · unranked

14 citations

Alexander R.A. Anderson, Abhinav Bhushan, Paul Bogdan, Jose Javier Bravo‐Cordero, Amy Brock +36 more

Ioannis K. Zervantonakis

Indexed papers

Top data-sharing exemplar

Papers