Ligand Inter‐Relation Analysis Via Graph Theory Predicts Macrophage Response (Adv. Mater. 10/2025)
Ligand Inter-Relation Modeling In article number 2414356, Heemin Kang, Sung-Gyu Park, Woo Young Jang, and co-workers show that RGD nano-ligand inter-relation inversely proportional to the shortest path distance in graph theory modeling activates integrin-bearing filopodia penetration and adhesion-mediated pro-regenerative polarization of host macrophages.
Authors
- Alireza Hassani Najafabadi (ORCID: https://orcid.org/0000-0002-8215-4374)
- Dahee Kim (ORCID: https://orcid.org/0000-0001-7286-1334)
- Ji Hye Choi (ORCID: https://orcid.org/0000-0002-0062-4222)
- Nayeon Kang (ORCID: https://orcid.org/0009-0003-3805-6675)
- Ramar Thangam (ORCID: https://orcid.org/0000-0002-6209-7149)
- Hee Joon Jung (ORCID: https://orcid.org/0000-0001-7963-0897)
- Hyun‐Do Jung (ORCID: https://orcid.org/0000-0001-8632-7431)
- T. H. Kim
- Woo Young Jang (ORCID: https://orcid.org/0000-0003-1775-7715)
- Jangsun Hwang (ORCID: https://orcid.org/0000-0001-5814-3467)
- Hyunsik Hong (ORCID: https://orcid.org/0000-0003-0823-3119)
- Sunhong Min (ORCID: https://orcid.org/0000-0001-9897-146X)
- Guosheng Song (ORCID: https://orcid.org/0000-0001-5628-6245)
- Iman Zare (ORCID: https://orcid.org/0000-0002-0056-5576)
- Liming Bian (ORCID: https://orcid.org/0000-0003-4739-0918)
- Kunyu Zhang (ORCID: https://orcid.org/0000-0003-2481-4781)
- Sungkyu Lee (ORCID: https://orcid.org/0000-0002-6419-2086)
- Heemin Kang (ORCID: https://orcid.org/0000-0003-2694-9882)
- Sung‐Gyu Park (ORCID: https://orcid.org/0000-0002-0580-3211)
- Jong Seung Kim (ORCID: https://orcid.org/0000-0003-3477-1172)
- Pengchao Zhao (ORCID: https://orcid.org/0009-0002-6863-6016)
- Hong‐Kyu Kim (ORCID: https://orcid.org/0000-0001-9723-2382)
- Daun Jeong (ORCID: https://orcid.org/0000-0003-0769-9697)
- Hwapyung Jung (ORCID: https://orcid.org/0000-0002-9990-0660)
- Juyoung Yoon
- Hyoung Kyun Rha
Institutions
- Ewha Womans University (KR)
- Korea Advanced Institute of Science and Technology (KR)
- Hunan University (CN)
- Korea University (KR)
- Korea Research Institute of Standards and Science (KR)
- Korea University Medical Center (KR)
- Terasaki Foundation (US)
- Korea Institute of Materials Science (KR)
- State Key Laboratory of Chemobiosensing and Chemometrics (CN)
- Hanyang University (KR)
- Korea Institute of Science and Technology (KR)
- South China University of Technology (CN)
Publication Details
- Journal
- Advanced Materials
- Published
- 2025-03-01
- DOI
- https://doi.org/10.1002/adma.202570079
- Primary Topic
- Computational Drug Discovery Methods
- Type
- article
- Field-Weighted Citation Impact
- 0.00