Research on the Mechanism of Lphn1 Knockout in Inhibiting Colorectal Cancer
wang, Y.
Show abstract
Decades ago, colorectal cancer was rarely diagnosed. Today, it is the fourth leading cause of cancer-related deaths worldwide, with nearly 90,000 fatalities each year. By analyzing single-cell data from tumor-bearing colorectal cancer model mice with Lphn1 knockout and wild-type Lphn1, we identified five key target genes for anticancer therapy: Ulbp1, Klrk1, Ccl6, Tlr4, Cd48, Prdm5, Vstm2a, Ret, Oas2, Hdac11 and Ptchd4, along with their corresponding cell types. Additionally, we discovered tumor-inhibiting cell subpopulations, including Cd244a_T_cells_subcluster_1, Cd48_Cd244a_NK_cells_subcluster_2, and C3_Macrophages_subcluster_1, which are potential candidates for therapeutic intervention. We propose that cancer-associated fibroblasts (CAFs) serve as the primary antigen presenters for MHC class I, providing antigens to macrophages, NK cells, and T cells to combat colorectal cancer. From a cellular perspective, the knockout of Lphn1 activates the anti-colorectal cancer functions of subpopulations of macrophages, NK cells, and T cells. Macrophages enhance antitumor immune activity by engaging the Ulbp1-Klrk1 receptor pair to activate NK cells. Additionally, macrophages activate downstream functions of T cells against colorectal cancer through CD48 signaling. After the knockout of Lphn1, macrophages are recruited by autocrine Ccl6 and Ccl6 secReted by CAFs. They exhibit high expression of Tlr4 and have the potential to transition into M1-type macrophages due to changes in their cellular state. After the knockout of Lphn1, the CAFs were reduced by half. CAFs, which are part of the cell network communication associated with tumor cells, typically play an immunosuppressive role. A reduction by half indicates that the immunosuppression in the Lphn1 knockout group has significantly decreased. This suggests that the efficacy of various cancer immunotherapy drugs can be significantly enhanced. In specific cell types, the four colorectal cancer-resistant transcription factors Irf7, Nr2f1 (with uncertain function), Bclaf1, and Irf2 co-localize with Tlr4, Cd48, Prdm5, and Oas2, respectively, and have been analyzed by pyscenic to interact and functionally contribute to the resistance against colorectal cancer. The four differential metabolic pathways between the Lphn1 group and the luc group are Arginine and proline metabolism, Histidine metabolism, Phenylalanine metabolism, and Riboflavin metabolism, with Arginine and proline metabolism being more active in the Lphn1 group and Histidine metabolism being more active in the luc group. CAF cells in tumors originate from CT26 cells. Additionally, Nr2f1 may serve as a potential therapeutic target, particularly as a transcription factor, for the treatment of colorectal cancer. These findings could open new avenues for the treatment of colorectal cancer and contribute to the development of personalized medicine.
Matching journals
The top 9 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Dissected subgroups predict the risk of recurrence of stage II colorectal cancer and select rational treatment 96%
- Profiling tumor immune microenvironment of non-small cell lung cancer using multiplex immunofluorescence 95%
- Up-regulated tumor intrinsic growth potential and decreased immune function orchestrate the evolution of lung adenocarcinoma 94%
Similar papers in this journal
- Loss of Y in regulatory T lymphocytes in the tumor micro-environment of primary colorectal cancers and liver metastases 96%
- Immune Classification of Clear Cell Renal Cell Carcinoma 96%
- Transcriptome Profiling and Characterization of Peritoneal Metastasis Ovarian Cancer Xenografts in Humanized Mice 95%
Similar papers in this journal
- Identification of cuproptosis and ferroptosis-related subtypes and development of a prognostic signature in colon cancer 97%
- A hemoperfusion column selectively adsorbs LAP+ lymphocytes to improve anti-tumor immunity and survival of tumor-bearing rats 95%
- Bioinformatics analysis of immune-related prognostic genes and immunotherapy in renal clear cell carcinoma 94%
Similar papers in this journal
Similar papers in this journal
- Mapping of single-cell landscape of acral melanoma and analysis of molecular regulatory network of tumor microenvironment 96%
- NPRL2 gene therapy induces effective antitumor immunity in KRAS/STK11 mutant anti-PD1 resistant metastatic non-small cell lung cancer (NSCLC) in a humanized mouse model 95%
- CD131 Contributes to Ulcerative Colitis Pathogenesis by Promoting Macrophage Infiltration 95%
"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.