Single-cell spatial landscapes of the lung tumour immune microenvironment
Lung cancer is the leading cause of cancer-related deaths in Quebec and Canada, killing more individuals than prostate, colon and breast cancers combined.
In a recent collaborative study, researchers at 成人VR视频鈥檚 Rosalind and Morris Goodman Cancer Institute (GCI),聽Universit茅 Laval鈥檚 Institut universitaire de cardiologie et de pneumologie de Qu茅bec聽(IUCPQ) and the Research Institute of the 成人VR视频 Health Centre (RI-MUHC) profiled the cellular composition and spatial organization of the tumour immune microenvironment in over 475 lung cancer patient tumours using highly multiplex imaging technology.
鈥淥ur study is an example of how technology, including artificial intelligence (AI), can help us improve clinical decision-making for cancer patients. We demonstrate that AI can pinpoint which patients are likely to recur after surgery so we can not only identify who needs additional treatment, but importantly, who no longer requires therapy, to avoid unnecessary side effects,鈥� says Logan Walsh, Ph.D., Professor at the GCI and Department of Human Genetics.
"The predictive value of the tool we developed is about 95%. This means that from a sample of only 1 mm2聽of tumour, we can predict with high certainty a patient's risk of recurrence. Currently, in the clinical setting, we do not have any predictive tool that is as effective," adds Philippe Joubert, MD, Ph.D., thoracic pathologist at IUCPQ.
Samples were obtained from the IUCPQ Biobank (Quebec Respiratory Health Research Network) and Thoracic Oncology Clinical Database and Biobank (RI-MUHC). The availability of these unique resources is possible thanks to the generosity of patients who agree to provide their tissue for research purposes.
Single-cell spatial immune landscapes of primary and metastatic brain tumours
Brain tumours are among the most fatal and rapidly progressing cancers, and survival beyond two years is rare.
Immune cells are known to control the behaviour of cancer and its ability to respond to therapies. But the positioning of immune cells and their interactions within larger cellular networks hold valuable information about how a tumour might evolve to affect prognosis.
鈥淥ur study dissects the positional architecture of immune cells within the brain tumour niche and identifies a rare subset of immune cells, macrophages, that have a surprising relationship with long-term survival. Our work highlights opportunities for new immune-based therapies for brain tumours, where current therapy options are limited and prognosis is extremely poor,鈥� says Daniela Quail, Ph.D., Professor at the GCI and Department of Physiology.
鈥淥ur discoveries also offer unique insights into how the spatial organization of immune cells within primary brain tumours, which originate in the brain, differ from brain metastases that originate from sites outside the brain. Although these two types of brain tumours grow in the same environment, they display distinct immune landscapes that could signify differential response to immunotherapy," adds Peter Siegel, Ph.D., Professor at the GCI and Department of Medicine.
Both studies are a testament to the strength of the GCI鈥檚 clinical network, with seminal contributions by 成人VR视频 surgeons and pathologists, including Drs. Marie-Christine Guiot and Kevin Petrecca at the Montreal Neurological Institute, and Drs. Jonathan Spicer, Pierre-Olivier Fiset and Sophie Camilleri Bro毛t at the RI-MUHC.
About the studies
Read the publications in Nature:
The authors gratefully acknowledge technical support from the GCI Single Cell and Imaging Mass Cytometry Platform (SCIMAP) and Histology Core Facility, and funding from the Brain Tumor Funders鈥� Collaborative (BTFC), the Rosalind Goodman Chair in Lung Cancer Research, the 成人VR视频 Interdisciplinary Initiative in Infection and Immunity (Mi4), and others that were gratefully acknowledged in each study.
Disclaimer
This article was originally published on the website of the聽Rosalind and Morris Goodman Cancer Institute.
