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2026

Conference Publication

AI foundation model for single cell annotation from conventional histopathology images of cancer

Bai, Xiangqi, Lee, HoJoon, Tan, Xiao, Li, Chaoyi, Sathe, Anuja, Wang, Yan, Nguyen, Quan and Ji, Hanlee P. (2026). AI foundation model for single cell annotation from conventional histopathology images of cancer. AACR Annual Meeting, San Diego, CA United States, 17-22 April 2026. Philadelphia, PA United States: American Association for Cancer Research. doi: 10.1158/1538-7445.AM2026-5491

AI foundation model for single cell annotation from conventional histopathology images of cancer

2026

Journal Article

Understanding heterogeneity in the pathogenesis and drug responses of ulcerative colitis through single-cell and spatial transcriptomics

Phillips, Jennifer, Tambakis, George, Kumar, Rina, Croft, Anthony, Brown, Ian, Rosty, Christophe, Anderson, Robert, Belz, Gabrielle, Oliver, Amanda J., Xiong, Albert, Nguyen, Quan, Radford-Smith, Graham and Walker, Gareth J. (2026). Understanding heterogeneity in the pathogenesis and drug responses of ulcerative colitis through single-cell and spatial transcriptomics. Frontiers in Immunology, 17 1794207, 1-21. doi: 10.3389/fimmu.2026.1794207

Understanding heterogeneity in the pathogenesis and drug responses of ulcerative colitis through single-cell and spatial transcriptomics

2026

Journal Article

CD8+ T cells sustain vaccination-induced immunity against dissemination of contained tuberculosis in immunosuppressed hosts

Miranda-Hernandez, Socorro, Kumar, Manoharan, Henderson, Alec, Graham, Erin, Tan, Xiao, Taylor, Jim, Meehan, Michael T., Ceja, Zuriel, del Pozo-Ramos, Lidia, Pan, Yi, Tsui, Ellen, Donovan, Meg L., Rentería, Miguel E., Flores-Valdez, Mario Alberto, Blumenthal, Antje, Nguyen, Quan, Subbian, Selvakumar, Field, Matt A. and Kupz, Andreas (2026). CD8+ T cells sustain vaccination-induced immunity against dissemination of contained tuberculosis in immunosuppressed hosts. Nature Communications, 17 (1) 4476, 1-17. doi: 10.1038/s41467-026-70911-4

CD8+ T cells sustain vaccination-induced immunity against dissemination of contained tuberculosis in immunosuppressed hosts

2026

Other Outputs

SPanC-Lnc raw sequencing data

Pavithra, Prakrithi and Nguyen, Quan (2026). SPanC-Lnc raw sequencing data. The University of Queensland. (Dataset) doi: 10.48610/86039c7

SPanC-Lnc raw sequencing data

2026

Other Outputs

SPanC-Lnc manuscript data

Pavithra, Prakrithi and Nguyen, Quan (2026). SPanC-Lnc manuscript data. The University of Queensland. (Dataset) doi: 10.48610/4570a11

SPanC-Lnc manuscript data

2026

Conference Publication

AI interpretation of broncho-alveolar lavage cytology for personalised pulmonary fibrosis care

Hockey, Levi, Xiong, Zherui, Kaur, Ashandeep, Apte, Simon H., Groves, Penny L., Tan, Maxine E., Lutzky, Viviana P., Knuckley, Kiara, Zhang, Lai-Ying, Timmins, Sjane, Carew, Alan, Nguyen, Quan and Chambers, Daniel C. (2026). AI interpretation of broncho-alveolar lavage cytology for personalised pulmonary fibrosis care. Unknown, Unknown, Unknown. Richmond, VIC Australia: John Wiley & Sons.

AI interpretation of broncho-alveolar lavage cytology for personalised pulmonary fibrosis care

2026

Journal Article

Robust and interpretable prediction of gene markers and cell types from spatial transcriptomics data

Tan, Xiao, Mulay, Onkar, Xie, Jacky, MacDonald, Samual, Kim, Taehyun, Zhou, Chenhao, Xiong, Zherui, Tan, Samuel X., Ye, Nan, McCart Reed, Amy, Khosrotehrani, Kiarash, Roosta, Fred, Trzaskowski, Maciej, Simpson, Peter T. and Nguyen, Quan (2026). Robust and interpretable prediction of gene markers and cell types from spatial transcriptomics data. Nature Communications, 17 (1) 1781, 1781. doi: 10.1038/s41467-026-68487-0

Robust and interpretable prediction of gene markers and cell types from spatial transcriptomics data

2026

Journal Article

Integrative spatial omics and artificial intelligence: transforming cancer research with omics data and AI

McKenzie, Maddison, Irac, Sergio Erdel, Chen, Zhian, Moradi, Afshin, Jenner, Adrianne, Nguyen, Quan and Rashidieh, Behnam (2026). Integrative spatial omics and artificial intelligence: transforming cancer research with omics data and AI. Seminars in Cancer Biology, 119 PMID 9010218, 65-82. doi: 10.1016/j.semcancer.2026.01.002

Integrative spatial omics and artificial intelligence: transforming cancer research with omics data and AI

2026

Journal Article

Progressive fibrosis in human MASLD is associated with spatially linked transcriptomic signatures of metabolic reprogramming and senescence

Vu, Hani, Sun, Yuliangzi, Xiong, Zherui, Tan, Xiao, Radford-Smith, Daniel, Causer, Andrew, Dickens, Alex M., Hyötyläinen, Tuulia, Evstafev, Ilia, Oresic, Matej, Nefzger, Christian, O’Sullivan, Eoin D., Watt, Matthew J., Ramm, Grant A., Clouston, Andrew, Irvine, Katharine, Nguyen, Quan H. and Powell, Elizabeth E. (2026). Progressive fibrosis in human MASLD is associated with spatially linked transcriptomic signatures of metabolic reprogramming and senescence. JHEP Reports, 8 (2) 101657, 1-12. doi: 10.1016/j.jhepr.2025.101657

Progressive fibrosis in human MASLD is associated with spatially linked transcriptomic signatures of metabolic reprogramming and senescence

2026

Conference Publication

Transdiagnostic comparison of sleep measures across chronic physical and mental health disorders using fitbit data in the All Of Us dataset

Huang, X., Hsieh, C., Nguyen, Q., Renteria, M. E. and Gharahkhani, P. (2026). Transdiagnostic comparison of sleep measures across chronic physical and mental health disorders using fitbit data in the All Of Us dataset. Unknown, Unknown, Unknown. Amsterdam, Netherlands: ELSEVIER.

Transdiagnostic comparison of sleep measures across chronic physical and mental health disorders using fitbit data in the All Of Us dataset

2026

Journal Article

BRRIAR lncRNA alters breast cancer risk by modulating interferon signaling in cis and in trans

Sivakumaran, Haran, Nair, Sneha, Bitar, Maina, Lu, Xue, Wang, Lu, Liu, Ji, Karunarathne, Deshapriya S., Prakrithi, P., Jacquelin, Sebastien, Rivera, Isela Sarahi, Hillman, Kristine M., Ziegman, Rebekah, Kaufmann, Susanne, Shi, Wei, Alexandrou, Sarah, Caldon, C. Elizabeth, Veedu, Rakesh N., Nguyen, Quan H., Beesley, Jonathan, Wykes, Michelle N., French, Juliet D. and Edwards, Stacey L. (2026). BRRIAR lncRNA alters breast cancer risk by modulating interferon signaling in cis and in trans. Molecular Cancer, 25 (1) 5, 1-14. doi: 10.1186/s12943-025-02510-8

BRRIAR lncRNA alters breast cancer risk by modulating interferon signaling in cis and in trans

2026

Other Outputs

SMACs

Mulay, Onkar, Mulay, Onkar and Nguyen, Quan (2026). SMACs. The University of Queensland. (Dataset) doi: 10.48610/2f40a80

SMACs

2025

Other Outputs

Spatial pharmaco-multiomics reveals drug distribution, metabolic niches, and spatially constrained resistance in medulloblastoma

Cui, Cedric, Lee, John, Fung, Jenny, Vu, Hani, Nguyen, Quan, Causer, Andrew, Vo, Quang Anh Tuan, Tan, Xiao and Chen, Yibi (2025). Spatial pharmaco-multiomics reveals drug distribution, metabolic niches, and spatially constrained resistance in medulloblastoma. The University of Queensland. (Dataset) doi: 10.48610/bba49ae

Spatial pharmaco-multiomics reveals drug distribution, metabolic niches, and spatially constrained resistance in medulloblastoma

2025

Journal Article

Spatial analysis of HPV ‐associated cervical intraepithelial neoplastic tissues demonstrate distinct immune signatures associated with cervical cancer progression

Pavilion, Gianna, Vu, Hani, Xiong, Zherui, Dang, Thi Viet Trinh, O'Brien, Blake, Walsh, Michael, Causer, Andrew, Chandra, Janin, Nguyen, Quan and Frazer, Ian H. (2025). Spatial analysis of HPV ‐associated cervical intraepithelial neoplastic tissues demonstrate distinct immune signatures associated with cervical cancer progression. Journal of Pathology, 268 (2) path.70002, 200-214. doi: 10.1002/path.70002

Spatial analysis of HPV ‐associated cervical intraepithelial neoplastic tissues demonstrate distinct immune signatures associated with cervical cancer progression

2025

Conference Publication

Endothelial progenitor plasticity as a driver of immune suppression in melanoma

Sormani, L., Hashemi, G., Li, H., Tan, S., Zhou, C., Li, K., Muller, N., Nguyen, Q., Roy, E. and Khosrotehrani, K. (2025). Endothelial progenitor plasticity as a driver of immune suppression in melanoma. 54th Annual ESDR 2025 Meeting, Antwerp, Belgium, 10 - 13 September 2025. Oxford, United Kingdom: Elsevier. doi: 10.1016/j.jid.2025.10.407

Endothelial progenitor plasticity as a driver of immune suppression in melanoma

2025

Conference Publication

Chronic UVB exposure induces early transcriptomic changes associated with skin cancer development

Zhou, C., Galbraith, J. A., Roy, E., Chandra, J., Nguyen, Q., Walker, G. and Khosrotehrani, K. (2025). Chronic UVB exposure induces early transcriptomic changes associated with skin cancer development. 54th Annual ESDR 2025 Meeting, Antwerp, Belgium, 10-13 September 2025. Oxford, United Kingdom: Elsevier. doi: 10.1016/j.jid.2025.10.412

Chronic UVB exposure induces early transcriptomic changes associated with skin cancer development

2025

Conference Publication

Validating the Eph family of receptors as therapeutic targets using patient-derived Glioblastoma organoids

Skarne, Niclas, D'Souza, Rochelle, Martins, Paulo, Mulay, Onkar, Harris, Lachlan, Holton, Emily, Zaman, Ashraf, Akgul, Seckin, Palethorpe, Helen, Colditz, Michael, Alexander, Hamish, Jeffree, Rosalind, Powell, Joseph, Thurecht, Kris, Khanna, Rajiv, Nguyen, Quan, Boyd, Andrew, Gomez, Guillermo and Day, Bryan (2025). Validating the Eph family of receptors as therapeutic targets using patient-derived Glioblastoma organoids. 2025 WFNOS and SNO Annual Meeting, Honolulu, HI United States, 19-23 November 2025. Cary, NC United States: Oxford University Press. doi: 10.1093/neuonc/noaf201.1409

Validating the Eph family of receptors as therapeutic targets using patient-derived Glioblastoma organoids

2025

Journal Article

MASLD fibrosis stage F3 is morphologically and transcriptomically diverse: implications for assessing therapeutic response

Li, Chaoyi, Nguyen, Quan H., Irvine, Katharine, Powell, Elizabeth E. and Clouston, Andrew (2025). MASLD fibrosis stage F3 is morphologically and transcriptomically diverse: implications for assessing therapeutic response. Journal of Hepatology, 84 (4), e135-e137. doi: 10.1016/j.jhep.2025.11.006

MASLD fibrosis stage F3 is morphologically and transcriptomically diverse: implications for assessing therapeutic response

2025

Conference Publication

SMINT and SPAMTP: integrative spatial analysis tools reveal metabolic and transcriptional drivers of invasion in IDH-mutated glioma

Freytag, Saskia, Kriel, Jurgen, Moffet, Joel J. D., Lu, Tianyao, Causer, Andrew, Narayana, Vinod K., Nguyen, Quan, Whittle, James R. and Best, Sarah A. (2025). SMINT and SPAMTP: integrative spatial analysis tools reveal metabolic and transcriptional drivers of invasion in IDH-mutated glioma. 2025 WFNOS and SNO Annual Meeting, Honolulu, HI United States, 19-23 November 2025. Cary, NC United States: Oxford University Press. doi: 10.1093/neuonc/noaf201.0027

SMINT and SPAMTP: integrative spatial analysis tools reveal metabolic and transcriptional drivers of invasion in IDH-mutated glioma

2025

Journal Article

Long-term fixation impact on archived human nervous tissues for sequencing-based transcriptomics

Howe, Stephanie, McCann, Heather, Xiong, Zherui, Nguyen, Quan, Steyn, Frederik J., Ngo, Shyuan T. and Chang, Jeryn (2025). Long-term fixation impact on archived human nervous tissues for sequencing-based transcriptomics. Brain Communications, 7 (6) fcaf428, fcaf428. doi: 10.1093/braincomms/fcaf428

Long-term fixation impact on archived human nervous tissues for sequencing-based transcriptomics