Spatial insights into immunotherapy response in non-small cell lung cancer (NSCLC) by multiplexed tissue imaging
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Monkman, James
[1
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Moradi, Afshin
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Univ Queensland, Frazer Inst, Fac Med, 37 Kent St, Woolloongabba, Qld 4102, AustraliaUniv Queensland, Frazer Inst, Fac Med, 37 Kent St, Woolloongabba, Qld 4102, Australia
Moradi, Afshin
[1
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Yunis, Joseph
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Univ Queensland, Frazer Inst, Fac Med, 37 Kent St, Woolloongabba, Qld 4102, Australia
Univ Queensland, Fac Med, Ian Frazer Ctr Childrens Immunotherapy Res, Childrens Hlth Res Ctr, Brisbane, Qld, AustraliaUniv Queensland, Frazer Inst, Fac Med, 37 Kent St, Woolloongabba, Qld 4102, Australia
Yunis, Joseph
[1
,2
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Ivison, Geoff
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Enable Med, Menlo Pk, CA USAUniv Queensland, Frazer Inst, Fac Med, 37 Kent St, Woolloongabba, Qld 4102, Australia
Ivison, Geoff
[3
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Mayer, Aaron
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Enable Med, Menlo Pk, CA USAUniv Queensland, Frazer Inst, Fac Med, 37 Kent St, Woolloongabba, Qld 4102, Australia
Mayer, Aaron
[3
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Ladwa, Rahul
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Princess Alexandra Hosp, Brisbane, Qld, AustraliaUniv Queensland, Frazer Inst, Fac Med, 37 Kent St, Woolloongabba, Qld 4102, Australia
Ladwa, Rahul
[4
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O'Byrne, Ken
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Princess Alexandra Hosp, Brisbane, Qld, AustraliaUniv Queensland, Frazer Inst, Fac Med, 37 Kent St, Woolloongabba, Qld 4102, Australia
O'Byrne, Ken
[4
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Kulasinghe, Arutha
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Univ Queensland, Frazer Inst, Fac Med, 37 Kent St, Woolloongabba, Qld 4102, AustraliaUniv Queensland, Frazer Inst, Fac Med, 37 Kent St, Woolloongabba, Qld 4102, Australia
Kulasinghe, Arutha
[1
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机构:
[1] Univ Queensland, Frazer Inst, Fac Med, 37 Kent St, Woolloongabba, Qld 4102, Australia
[2] Univ Queensland, Fac Med, Ian Frazer Ctr Childrens Immunotherapy Res, Childrens Hlth Res Ctr, Brisbane, Qld, Australia
[3] Enable Med, Menlo Pk, CA USA
[4] Princess Alexandra Hosp, Brisbane, Qld, Australia
The spatial localisation of immune cells within tumours are key to understand the intercellular communications that can dictate clinical outcomes. Here, we demonstrate an analysis pipeline for highly multiplexed CODEX data to phenotype and profile spatial features and interactions in NSCLC patients that subsequently received PD1 axis immunotherapy. We found that regulatory T cells (Tregs) are enriched in non-responding patients and this was consistent with their localization within stromal and peripheral tumour-margins. Proximity-based interactions between Tregs and both monocytes (p = 0.009) and CD8+ T cells (p = 0.009) were more frequently found in non-responding patients, while macrophages were more frequently located in proximity to HLADR+ tumour cells (p = 0.01) within responding patients. Cellular neighbourhoods analysis indicated that both macrophages (p = 0.003) and effector CD4+ T cells (p = 0.01) in mixed tumour neighbourhoods, as well as CD8+ T cells (p = 0.03) in HLADR+ tumour neighbourhoods were associated with favorable clinical response. Evaluation of the inferred regulatory functions between immune cells relative to the tumour suggested that macrophages exhibit an immunosuppressive phenotype against both CD4+ and CD8+ T cells, and that this association scores more highly in ICI refractory patients. These spatial patterns are associated with overall survival in addition to ICI response and may thus indicate features for the functional understanding of the tumour microenvironment.
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Univ Calif Los Angeles, David Geffen Sch Med, Pulm Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Pulm Med, Los Angeles, CA 90095 USA
Li, Rui
Lee, Gina
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Univ Calif Los Angeles, David Geffen Sch Med, Pulm Med, Los Angeles, CA 90095 USA
Greater Los Angeles Vet Affairs Healthcare Syst, Pulm & Crit Care Med, Los Angeles, CA 90073 USAUniv Calif Los Angeles, David Geffen Sch Med, Pulm Med, Los Angeles, CA 90095 USA
Lee, Gina
El-Sherief, Ahmed
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Greater Los Angeles Vet Affairs Healthcare Syst, Radiol, Los Angeles, CA USA
Univ Calif Los Angeles, David Geffen Sch Med, Radiol, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Pulm Med, Los Angeles, CA 90095 USA
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Lung Canc Res Program, Los Angeles, CA 90095 USAJohns Hopkins Kimmel Canc Ctr, Bloomberg Kimmel Immunotherapy Inst, Baltimore, MD 21231 USA
Dubinett, Steven M.
Ferris, Andrea
论文数: 0引用数: 0
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LUNGevity, Chicago, IL 60604 USAJohns Hopkins Kimmel Canc Ctr, Bloomberg Kimmel Immunotherapy Inst, Baltimore, MD 21231 USA
Ferris, Andrea
Gandhi, Leena
论文数: 0引用数: 0
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机构:
NYU, Sch Med, Dept Med, Perlmutter Canc Ctr, New York, NY 10016 USAJohns Hopkins Kimmel Canc Ctr, Bloomberg Kimmel Immunotherapy Inst, Baltimore, MD 21231 USA
Gandhi, Leena
Garon, Edward B.
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Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Div Hematol Oncol, Los Angeles, CA 90404 USAJohns Hopkins Kimmel Canc Ctr, Bloomberg Kimmel Immunotherapy Inst, Baltimore, MD 21231 USA
Garon, Edward B.
Hellmann, Matthew D.
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Mem Sloan Kettering Canc Ctr, Dept Med, New York, NY 10065 USAJohns Hopkins Kimmel Canc Ctr, Bloomberg Kimmel Immunotherapy Inst, Baltimore, MD 21231 USA
机构:
Yale Univ, Sch Med, Dept Pathol, 333 Cedar St, New Haven, CT 06520 USAJohns Hopkins Kimmel Canc Ctr, Bloomberg Kimmel Immunotherapy Inst, Baltimore, MD 21231 USA
Rimm, David L.
Schwartz, Lawrence H.
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Columbia Univ Coll Phys & Surg, Dept Radiol, New York, NY 10032 USA
New York Presbyterian Hosp, New York, NY 10032 USAJohns Hopkins Kimmel Canc Ctr, Bloomberg Kimmel Immunotherapy Inst, Baltimore, MD 21231 USA