Author

Giulia Adriani

Agency for Science, Technology and ResearchORCID 0000-0002-7505-1668Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1 Cancer Biology· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Approach:experimental assay· 3 Research Focus:cell type annotation· 2 Research Focus:differential expression· 2 Organism:human· 2 Assay:bulk RNA-seq· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:deep learning· 1

Frequent Co-Authors

Giulio GiustariniiD· 2 shared Alicia TayiD· 1 shared Alrina Shin Min TaniD· 1 shared and Roger D Kamm· 1 shared Basil Kuok Zi XiiD· 1 shared Chenlei GuiD· 1 shared Chong Xiang TaniD· 1 shared Ciro ChiappiniiD· 1 shared

Activity by Year

2020-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 16 mutual co-author links

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2 shared papersBioengineering

Giulio GiustariniORCID

Mutual co-authors in cluster

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3 papers

Recent·Most cited

BioengineeringbioRxivPreprintMar 18, 2026

Immune reprogramming of 3D tumor models via optoporation-mediatedtargeted gene delivery to macrophages

Ines Poljak, Izzah Nabilah Hussein, Chenlei Gu…·Giulia Adriani

This paper develops a method to deliver genes specifically to macrophages in 3D tumor models, altering the tumor microenvironment to reduce tumorigenicity.

DOI 10.64898/2026.03.16.712123

humanbulk RNA-seq

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Cancer BiologybioRxivPreprintMar 9, 2026

Multi-omics and functional analysis of a bioengineered vascularized pancreatic cancer model reveal an immunosuppressive and therapy-resistant niche

Giulio Giustarini, Kok Siong Ang, Pavanish Kumar…·Giulia Adriani

The paper develops a bioengineered vascularized pancreatic cancer model and uses multi-omics and functional assays to reveal an immunosuppressive and therapy-resistant tumor niche.

1 citation

humanscRNA-seq

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Systems BiologyIntegrative BiologyPeer-reviewedApr 1, 2020

Integrated in silico and 3D in vitro model of macrophage migration in response to physical and chemical factors in the tumor microenvironment

Sharon Wei Ling Lee, Robert J. Seager, Felix Litvak…·and Roger D Kamm

The paper develops an integrated in silico and 3D in vitro model to study how tumor microenvironment factors influence macrophage migration and cancer invasion.

60 citations

experimental assay

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