Spatial resolution of transcriptomic plasticity states underpinning lethal morphologies in lung adenocarcinoma
Williams, H. L.; Poulain, N.; Powley, I.; Martinelli, S.; Bielik, R.; Leslie, H.; Nixon, C.; Wilson, C. R.; Sereno, M.; He, Z.; Officer-Jones, L.; Ballantyne, F.; Pennie, R.; Wood, C. S.; Lewis, D. Y.; Jamieson, N. B.; Le Quesne, J.
Show abstract
Adenocarcinoma of the lung (LUAD) is a common and highly lethal disease. Clinical grading of disease strongly predicts recurrence and survival after surgery and is determined by morphological assessment of histological growth patterns in resected tumours. The molecular basis of growth pattern is poorly understood at present, as are the mechanisms linking growth pattern to recurrence and death. Interestingly, the two archetypal lethal morphologies, solid and micropapillary patterns, are characterised by their biphasic appearance. Both have an epithelial fraction which is in direct stromal contact, and a fraction which is not. This morphological variance seems likely to represent plasticity, and to be causally linked to mechanisms of virulence. To investigate the gene expression changes related to growth pattern both intra- and intertumoral, we applied spatial transcriptomics (Nanostring GeoMx DSP) to tissue microarray specimens of primary resected human lung adenocarcinoma. Using a variety of region-of-interest (ROI) selection strategies, we sampled 160 pure epithelial ROIs across 7 distinct morphological features of LUAD from 51 patients. Analyses of gene expression reveal fundamental trajectories connecting growth patterns, and crucial modes of plasticity which underly high-risk morphologies. These modes suggest mechanisms for the origins of growth pattern and mechanisms of virulence. Our work highlights dramatic divergence in gene expression programmes between highly lethal but morphologically diverse modes of tumour growth. Furthermore, it provides an explanation for how microscopically localised hypoxia in the primary tumour helps to establish and maintain survival strategies which ultimately determine morphology-specific mechanisms of tumour metastasis, suggesting new therapeutic vulnerabilities.
Matching journals
The top 9 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Creating a 'Timeline' of ductal carcinoma in situ to identify processes and biomarkers for progression towards invasive ductal carcinoma 95%
- Spatial transcriptomics reveals ovarian cancer subclones with distinct tumour microenvironments 95%
- Pre-ciliated tubal epithelial cells are prone to initiation of high-grade serous ovarian carcinoma 95%
Similar papers in this journal
- Opposing roles for ADAMTS2 and ADAMTS14 in myofibroblast differentiation and function 93%
- Redefining phenotypic intratumor heterogeneity of pancreatic ductal adenocarcinoma: a bottom-up approach 93%
- Spatial analysis of HPV associated cervical intraepithelial neoplastic tissues demonstrate distinct immune signatures associated with cervical cancer progression 92%
Similar papers in this journal
- Long-term maintenance of patient-specific characteristics in tumoroids from six cancer indications in a common base culture media system 95%
- MAGI1 inhibits the AMOTL2/p38 stress pathway and prevents luminal breast tumorigenesis 94%
- A suspension technique for efficient large-scale cancer organoid culturing and perturbation screens 94%
Similar papers in this journal
- Cancer Associated Fibroblasts Mediate Cancer Progression and Remodel the Tumouroid Stroma 93%
- Integrative proteo-genomic profiling uncovers key biomarkers of lapatinib resistance in HER2-positive breast cancer 93%
- Thymidylate synthase drives the phenotypes of epithelial-to-mesenchymal transition in non-small cell lung cancer 92%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.