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Functional status and spatial architecture of tumor-infiltrating CD8+ T cells are associated with lymph node metastases in non-small cell lung cancer
by
Cai, Siqi
, Li, Chaozhuo
, Sun, Jujie
, Yang, Liying
, Zhang, Wei
, Xing, Ligang
, Yang, Guanqun
, Sun, Xiaorong
, Hu, Mengyu
, Sun, Fenghao
in
Analysis
/ Antibodies
/ Antigens
/ Biomedical and Life Sciences
/ Biomedicine
/ Cancer microenvironment
/ Carcinoma, Non-Small-Cell Lung - pathology
/ Care and treatment
/ CD103 antigen
/ CD4 antigen
/ CD8 antigen
/ CD8-Positive T-Lymphocytes
/ CD8 + T cell
/ Cells
/ Diagnosis
/ Dysfunction
/ Fibroblasts
/ Fluorescent antibody technique
/ Foxp3 protein
/ Functional Status
/ Humans
/ Hypoxia-inducible factor 1a
/ Immunofluorescence
/ Immunoregulation
/ Immunotherapy
/ Lung cancer
/ Lung cancer, Non-small cell
/ Lung Neoplasms - pathology
/ Lymph nodes
/ Lymphatic metastasis
/ Lymphatic Metastasis - pathology
/ Lymphatic system
/ Lymphocytes
/ Lymphocytes T
/ Lymphocytes, Tumor-Infiltrating - pathology
/ Machine learning
/ Medical prognosis
/ Medicine/Public Health
/ Metastases
/ Metastasis
/ Microenvironments
/ Multiplex immunofluorescence
/ Multivariate analysis
/ Non-small cell lung carcinoma
/ Patient outcomes
/ Patients
/ PD-1 protein
/ Prevention
/ Prognosis
/ Risk factors
/ Small cell lung carcinoma
/ Spatial architecture
/ Tumor Microenvironment
2023
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Functional status and spatial architecture of tumor-infiltrating CD8+ T cells are associated with lymph node metastases in non-small cell lung cancer
by
Cai, Siqi
, Li, Chaozhuo
, Sun, Jujie
, Yang, Liying
, Zhang, Wei
, Xing, Ligang
, Yang, Guanqun
, Sun, Xiaorong
, Hu, Mengyu
, Sun, Fenghao
in
Analysis
/ Antibodies
/ Antigens
/ Biomedical and Life Sciences
/ Biomedicine
/ Cancer microenvironment
/ Carcinoma, Non-Small-Cell Lung - pathology
/ Care and treatment
/ CD103 antigen
/ CD4 antigen
/ CD8 antigen
/ CD8-Positive T-Lymphocytes
/ CD8 + T cell
/ Cells
/ Diagnosis
/ Dysfunction
/ Fibroblasts
/ Fluorescent antibody technique
/ Foxp3 protein
/ Functional Status
/ Humans
/ Hypoxia-inducible factor 1a
/ Immunofluorescence
/ Immunoregulation
/ Immunotherapy
/ Lung cancer
/ Lung cancer, Non-small cell
/ Lung Neoplasms - pathology
/ Lymph nodes
/ Lymphatic metastasis
/ Lymphatic Metastasis - pathology
/ Lymphatic system
/ Lymphocytes
/ Lymphocytes T
/ Lymphocytes, Tumor-Infiltrating - pathology
/ Machine learning
/ Medical prognosis
/ Medicine/Public Health
/ Metastases
/ Metastasis
/ Microenvironments
/ Multiplex immunofluorescence
/ Multivariate analysis
/ Non-small cell lung carcinoma
/ Patient outcomes
/ Patients
/ PD-1 protein
/ Prevention
/ Prognosis
/ Risk factors
/ Small cell lung carcinoma
/ Spatial architecture
/ Tumor Microenvironment
2023
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Functional status and spatial architecture of tumor-infiltrating CD8+ T cells are associated with lymph node metastases in non-small cell lung cancer
by
Cai, Siqi
, Li, Chaozhuo
, Sun, Jujie
, Yang, Liying
, Zhang, Wei
, Xing, Ligang
, Yang, Guanqun
, Sun, Xiaorong
, Hu, Mengyu
, Sun, Fenghao
in
Analysis
/ Antibodies
/ Antigens
/ Biomedical and Life Sciences
/ Biomedicine
/ Cancer microenvironment
/ Carcinoma, Non-Small-Cell Lung - pathology
/ Care and treatment
/ CD103 antigen
/ CD4 antigen
/ CD8 antigen
/ CD8-Positive T-Lymphocytes
/ CD8 + T cell
/ Cells
/ Diagnosis
/ Dysfunction
/ Fibroblasts
/ Fluorescent antibody technique
/ Foxp3 protein
/ Functional Status
/ Humans
/ Hypoxia-inducible factor 1a
/ Immunofluorescence
/ Immunoregulation
/ Immunotherapy
/ Lung cancer
/ Lung cancer, Non-small cell
/ Lung Neoplasms - pathology
/ Lymph nodes
/ Lymphatic metastasis
/ Lymphatic Metastasis - pathology
/ Lymphatic system
/ Lymphocytes
/ Lymphocytes T
/ Lymphocytes, Tumor-Infiltrating - pathology
/ Machine learning
/ Medical prognosis
/ Medicine/Public Health
/ Metastases
/ Metastasis
/ Microenvironments
/ Multiplex immunofluorescence
/ Multivariate analysis
/ Non-small cell lung carcinoma
/ Patient outcomes
/ Patients
/ PD-1 protein
/ Prevention
/ Prognosis
/ Risk factors
/ Small cell lung carcinoma
/ Spatial architecture
/ Tumor Microenvironment
2023
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Functional status and spatial architecture of tumor-infiltrating CD8+ T cells are associated with lymph node metastases in non-small cell lung cancer
Journal Article
Functional status and spatial architecture of tumor-infiltrating CD8+ T cells are associated with lymph node metastases in non-small cell lung cancer
2023
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Overview
Background
Anti-PD-(L)1 immunotherapy has been recommended for non-small cell lung cancer (NSCLC) patients with lymph node metastases (LNM). However, the exact functional feature and spatial architecture of tumor-infiltrating CD8 + T cells remain unclear in these patients.
Methods
Tissue microarrays (TMAs) from 279 IA-IIIB NSCLC samples were stained by multiplex immunofluorescence (mIF) for 11 markers (CD8, CD103, PD-1, Tim3, GZMB, CD4, Foxp3, CD31, αSMA, Hif-1α, pan-CK). We evaluated the density of CD8 + T-cell functional subsets, the mean nearest neighbor distance (mNND) between CD8 + T cells and neighboring cells, and the cancer-cell proximity score (CCPS) in invasive margin (IM) as well as tumor center (TC) to investigate their relationships with LNM and prognosis.
Results
The densities of CD8 + T-cell functional subsets, including predysfunctional CD8 + T cells (T
predys
) and dysfunctional CD8 + T cells (T
dys
), in IM predominated over those in TC (
P
< 0.001). Multivariate analysis identified that the densities of CD8 + T
predys
cells in TC and CD8 + T
dys
cells in IM were significantly associated with LNM [OR = 0.51, 95%CI (0.29–0.88),
P
= 0.015; OR = 5.80, 95%CI (3.19–10.54),
P
< 0.001; respectively] and recurrence-free survival (RFS) [HR = 0.55, 95%CI (0.34–0.89),
P
= 0.014; HR = 2.49, 95%CI (1.60–4.13),
P
= 0.012; respectively], independent of clinicopathological factors. Additionally, shorter mNND between CD8 + T cells and their neighboring immunoregulatory cells indicated a stronger interplay network in the microenvironment of NSCLC patients with LNM and was associated with worse prognosis. Furthermore, analysis of CCPS suggested that cancer microvessels (CMVs) and cancer-associated fibroblasts (CAFs) selectively hindered CD8 + T cells from contacting with cancer cells, and were associated with the dysfunction of CD8 + T cells.
Conclusion
Tumor-infiltrating CD8 + T cells were in a more dysfunctional status and in a more immunosuppressive microenvironment in patients with LNM compared with those without LNM.
Publisher
BioMed Central,BioMed Central Ltd,Springer Nature B.V,BMC
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