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Eurasian Journal of
            Medicine and Oncology                                                 Single-cell sequencing for lung cancer



            scRNA-seq has enabled a detailed analysis of these cells   immune heterogeneity and diversity.  The immune atlas
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            and their roles within the TME. In a study, it was observed   outlines an expanding range of immune cells, including
            that  combined  therapy  resulted  in a  notable  increase in   lymphocytes, monocytes, macrophages, natural killer cells,
            normal lung epithelial cells, alongside the detection of   and dendritic cells (DCs). For instance, stromal and immune
            residual cancer cells, even in patients who had achieved   cells undergo dynamic developmental and functional
            a complete pathological  response.  The epithelial  cells   alterations, fostering a pro-tumor and immunosuppressive
            were re-clustered into multiple populations, separating   environment. This intricate crosstalk ultimately contributes
            malignant cells from normal cells using the CopyKAT   to tumor growth and resistance to therapy. 55
            algorithm based on CNVs.  Lu et al.  found that S100P    T cells are central to cancer immunotherapy. Joy A.
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                                  47
                                                          +
            epithelial cells are enriched in advanced lung cancer and   Pai  revealed that in NSCLC patients, regulatory CD4
                                                                 56
                                                                                                             +
            correlate with poor prognosis. These cells exhibited higher   T cells (Treg), follicular helper CD4  T cells (TFH), and
                                                                                            +
            CNV scores in advanced lung cancer and were shown   CD8  T cell subsets progressively exhaust as they approach
                                                                   +
            to regulate cell migration, apoptosis, and autophagy via   the tumor. Wu et al.,  through scRNA-seq analysis of 42
                                                                                57
            the nuclear factor kappa-B (NF-κB) and Wnt signaling   tissue biopsies from stage III/IV NSCLC patients, mapped
            pathways. These changes in biological pathways may   the cell type-specific transcriptome landscape of advanced
            provide new strategies for lung cancer treatment. Xu et al.    NSCLCs, identifying rare immune cell types like follicular
                                                         49
            discovered that KRT81  tumor cells, a subpopulation of   DCs and T helper 17 (Th17) cells. 57
                               +
            epithelial cells, are associated with adverse prognosis in
            lung adenocarcinoma (LUAD). These cells exhibited high   Current  research indicates that  tumor-associated
            activity in EMT and hypoxia pathways, indicating their high   macrophages are related to tumor metastasis, invasion,
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                                                                                                58
            metastatic potential.  Li et al.  identified distinct cellular   angiogenesis, and immunosuppression.  Guo  et al.
                            49
                                    50
            compositions in LUAD and lung squamous carcinoma   found immune heterogeneity in macrophage (Mφ)
            (LUSC), with alveolar type 2 cells driving heterogeneity in   subtypes  in  NSCLC.  The  main  Mφ  subtypes  were  fatty
            LUAD and basal cells playing a similar role in LUSC.  acid binding protein 4 (FABP4)-Mφ in LUAD and secreted
                                                               phosphoprotein-1 (SPP1)-Mφ in LUSC. Tumor-infiltrating
            3.3. Cancer-associated fibroblasts (CAFs)          CD8  T cells undergo depletion; a high ratio of depleted to
                                                                   +
            CAFs are a heterogeneous population of activated   exhausted T cells is associated with a better prognosis in
            fibroblasts within the TME, driving tumor metastasis,   LUAD, and genetic markers of active tumor Tregs correlate
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            immune  evasion, and  treatment  resistance.   scRNA-seq   with a poor prognosis in LUAD. Yu et al.  found that as
                                               51
            has identified three major fibroblast subpopulations in   NSCLC progressed, macrophage infiltration decreased,
            non-SCLC: adventitial fibroblasts, alveolar fibroblasts,   and  macrophage function  was  altered.  Low  macrophage
            and myofibroblasts. Alveolar and adventitial fibroblasts   infiltration  was found  to be  associated  with low  patient
            were localized to specific regions in normal lung tissue   survival based on survival analysis. Tissue inhibitor
            and were associated with higher OS rates in LUAD. In   of  metalloproteinases  1  (TIMP1)  has  been  reported  to
            contrast, myofibroblasts were linked to poorer survival   regulate metastatic foci metabolism by activating the
            and were associated with factors such as loss of epithelial   PI3K/Akt pathway, and it has been demonstrated to be a
            differentiation  and  TP53  mutations. 52,53   Myofibroblasts   potential biomarker for the pathogenesis of LUAD through
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            play a crucial role in tumor development and metastasis.   protein fluorescence immunostaining experiments.
            scRNA-seq analysis revealed a fibroblast-to-myofibroblast   SPP1 is critical in driving macrophage polarization and
            transition in LUAD, with a significant increase in   facilitating lung cancer escape, highlighting its potential as
            myofibroblast clusters within tumor tissue. These cells   a therapeutic target for LUAD. 61
            exhibited high expression of collagen genes (COL3A1,   4. Prospective clinical applications of
            COL5A1, COL5A2, and COL6A3). In addition, these cells
            exhibited high activity in TGFβ and JAK/STAT signaling   single-cell sequencing in lung cancer
            pathways, which are hallmark features of cancer-associated   With the widespread application of single-cell sequencing
            myofibroblasts. 54                                 technology in lung cancer research, its potential for
                                                               clinical translation has become more evident. Researchers
            3.4. Immune cells                                  are  exploring  its  clinical  integration  to  address  medical
            Immune cells play a crucial role in tumor progression and   challenges and support lung cancer treatment. Single-
            therapy response. scRNA-seq enables researchers to identify   cell sequencing is being explored for its potential in early
            various immune cell types and study the mechanisms   diagnosis,  drug  resistance  monitoring,  and  personalized
            of immunosuppression, providing insights into cancer   treatment of lung cancer.


            Volume 9 Issue 2 (2025)                         8                               doi: 10.36922/ejmo.6883
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