[HTML][HTML] Machine learning predicts individual cancer patient responses to therapeutic drugs with high accuracy

C Huang, EA Clayton, LV Matyunina, LDE McDonald… - Scientific reports, 2018 - nature.com
Precision or personalized cancer medicine is a clinical approach that strives to customize
therapies based upon the genomic profiles of individual patient tumors. Machine learning …

[HTML][HTML] Magnetic nanoparticles in theranostics of malignant melanoma

M Shevtsov, S Kaesler, C Posch, G Multhoff… - EJNMMI research, 2021 - Springer
Malignant melanoma is an aggressive tumor with a tendency to metastasize early and with
an increasing incidence worldwide. Although in early stage, melanoma is well treatable by …

T cell receptor sequencing of activated CD8 T cells in the blood identifies tumor-infiltrating clones that expand after PD-1 therapy and radiation in a melanoma patient

A Wieland, AO Kamphorst, NV Adsay, JJ Masor… - Cancer Immunology …, 2018 - Springer
PD-1-targeted therapy has dramatically changed advanced cancer treatment. However,
many questions remain, including specificity of T cells activated by PD-1 therapy and how …

[HTML][HTML] Changes in expression of PD-L1 on peripheral T cells in patients with melanoma and lung cancer treated with PD-1 inhibitors

SJ Dart, AM Cook, MJ Millward, AM McDonnell… - Scientific Reports, 2021 - nature.com
Advances in cancer immunology have increased the use of immune checkpoint inhibitors in
clinical practice, however not all patients respond, and treatment can have severe side …

[HTML][HTML] Spatially resolved analyses link genomic and immune diversity and reveal unfavorable neutrophil activation in melanoma

A Mitra, MC Andrews, W Roh, MP De Macedo… - Nature …, 2020 - nature.com
Complex tumor microenvironmental (TME) features influence the outcome of cancer
immunotherapy (IO). Here we perform immunogenomic analyses on 67 intratumor sub …

A Fucose-Containing Sulfated Polysaccharide from Spatoglossum schröederi Potentially Targets Tumor Growth Rather Than Cytotoxicity: Distinguishing Action on …

MB Reis, AI Maximo, JM Magno, D de Lima Bellan… - Marine …, 2024 - Springer
Natural substances are strategic candidates for drug development in cancer research.
Marine-derived molecules are of special interest due to their wide range of biological …

[HTML][HTML] IL-7 coupled with IL-12 increases intratumoral T cell clonality, leading to complete regression of non-immunogenic tumors

M Tasaki, M Yamashita, Y Arai, T Nakamura… - Cancer Immunology …, 2021 - Springer
Immune checkpoint inhibitors against PD-1, PD-L1 and CTLA-4 have altered the treatment
paradigm for various types of cancers in the past decade. However, they offer clinical …

Superparamagnetic iron oxide nanoparticles induce persistent large foci of DNA damage in human melanoma cells post-irradiation

C Grissi, M Taverna Porro, M Perona, M Atia… - Radiation and …, 2023 - Springer
The synergy of superparamagnetic iron oxide nanoparticles (SPIONs) and ionizing radiation
(IR), attributed to reactive oxygen species (ROS) and DNA double-strand breaks (DSBs) …

Unveiling the Tumour Microenvironment: A Multi-Omics Machine Learning Approach for Personalised Cancer Treatment

K Tran - 2024 - eprints.qut.edu.au
Cancer is a complex and heterogeneous disease, which poses a challenge for precision
oncology. This thesis aims to advance precision oncology by improving treatment response …

Magnetic nanoparticles in theranostics of malignant melanoma

S Maxim, S Kaesler, C Posch, M Gabriele… - EJNMMI …, 2021 - search.proquest.com
Malignant melanoma is an aggressive tumor with a tendency to metastasize early and with
an increasing incidence worldwide. Although in early stage, melanoma is well treatable by …