Publications

Transfer Learning with Kernel Methods.

Radhakrishnan A, Luyten MR, Prasad N, Uhler C. Transfer Learning with Kernel Methods. Nature communications. 2023;14(1):5570. doi:10.1038/s41467-023-41215-8PubMed Google Scholar DOI

Being Breastfed in Infancy and Risk of Colorectal Cancer and Precursor Lesions.

Yuan C, Wang QL, Kim H, et al. Being Breastfed in Infancy and Risk of Colorectal Cancer and Precursor Lesions. Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association. 2023. doi:10.1016/j.cgh.2023.08.023PubMed Google Scholar DOI

Shared and distinct genetic etiologies for different types of clonal hematopoiesis.

Brown DW, Cato LD, Zhao Y, et al. Shared and distinct genetic etiologies for different types of clonal hematopoiesis. Nature communications. 2023;14(1):5536. doi:10.1038/s41467-023-41315-5PubMed Google Scholar DOI

Preexisting tumor-resident T cells with cytotoxic potential associate with response to neoadjuvant anti-PD-1 in head and neck cancer.

Oliveira G, Egloff AM, Afeyan AB, et al. Preexisting tumor-resident T cells with cytotoxic potential associate with response to neoadjuvant anti-PD-1 in head and neck cancer. Science immunology. 2023;8(87):eadf4968. doi:10.1126/sciimmunol.adf4968PubMed Google Scholar DOI

A Practical Guide to Inferring Multi-Omics Networks in Plant Systems.

Clark NM, Hurgobin B, Kelley DR, Lewsey MG, Walley JW. A Practical Guide to Inferring Multi-Omics Networks in Plant Systems. Methods in molecular biology (Clifton, N.J.). 2023;2698:233-257. doi:10.1007/978-1-0716-3354-0_15PubMed Google Scholar DOI

Deductive automated pollen classification in environmental samples via exploratory deep learning and imaging flow cytometry.

Barnes CM, Power AL, Barber DG, et al. Deductive automated pollen classification in environmental samples via exploratory deep learning and imaging flow cytometry. The New phytologist. 2023. doi:10.1111/nph.19186PubMed Google Scholar DOI

TSC2 inactivation, low mutation burden and high macrophage infiltration characterise hepatic angiomyolipomas.

Giannikou K, Klonowska K, Tsuji J, et al. TSC2 inactivation, low mutation burden and high macrophage infiltration characterise hepatic angiomyolipomas. Histopathology. 2023. doi:10.1111/his.15005PubMed Google Scholar DOI

GWAS of random glucose in 476,326 individuals provide insights into diabetes pathophysiology, complications and treatment stratification.

Lagou V, Jiang L, Ulrich A, et al. GWAS of random glucose in 476,326 individuals provide insights into diabetes pathophysiology, complications and treatment stratification. Nature genetics. 2023;55(9):1448-1461. doi:10.1038/s41588-023-01462-3PubMed Google Scholar DOI

Design principles for cyclin K molecular glue degraders.

Kozicka Z, Suchyta DJ, Focht V, et al. Design principles for cyclin K molecular glue degraders. Nature chemical biology. 2023. doi:10.1038/s41589-023-01409-zPubMed Google Scholar DOI

Enhancing the immunogenicity of lipid-nanoparticle mRNA vaccines by adjuvanting the ionizable lipid and the mRNA.

Li B, Jiang AY, Raji I, et al. Enhancing the immunogenicity of lipid-nanoparticle mRNA vaccines by adjuvanting the ionizable lipid and the mRNA. Nature biomedical engineering. 2023. doi:10.1038/s41551-023-01082-6PubMed Google Scholar DOI