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1.
BMC Pulm Med ; 24(1): 323, 2024 Jul 04.
Article in English | MEDLINE | ID: mdl-38965505

ABSTRACT

BACKGROUND: In the tumor microenvironment (TME), a bidirectional relationship exists between hypoxia and lactate metabolism, with each component exerting a reciprocal influence on the other, forming an inextricable link. The aim of the present investigation was to develop a prognostic model by amalgamating genes associated with hypoxia and lactate metabolism. This model is intended to serve as a tool for predicting patient outcomes, including survival rates, the status of the immune microenvironment, and responsiveness to therapy in patients with lung adenocarcinoma (LUAD). METHODS: Transcriptomic sequencing data and patient clinical information specific to LUAD were obtained from comprehensive repositories of The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO). A compendium of genes implicated in hypoxia and lactate metabolism was assembled from an array of accessible datasets. Univariate and multivariate Cox regression analyses were employed. Additional investigative procedures, including tumor mutational load (TMB), microsatellite instability (MSI), functional enrichment assessments and the ESTIMATE, CIBERSORT, and TIDE algorithms, were used to evaluate drug sensitivity and predict the efficacy of immune-based therapies. RESULTS: A novel prognostic signature comprising five lactate and hypoxia-related genes (LHRGs), PKFP, SLC2A1, BCAN, CDKN3, and ANLN, was established. This model demonstrated that LUAD patients with elevated LHRG-related risk scores exhibited significantly reduced survival rates. Both univariate and multivariate Cox analyses confirmed that the risk score was a robust prognostic indicator of overall survival. Immunophenotyping revealed increased infiltration of memory CD4 + T cells, dendritic cells and NK cells in patients classified within the high-risk category compared to their low-risk counterparts. Higher probability of mutations in lung adenocarcinoma driver genes in high-risk groups, and the MSI was associated with the risk-score. Functional enrichment analyses indicated a predominance of cell cycle-related pathways in the high-risk group, whereas metabolic pathways were more prevalent in the low-risk group. Moreover, drug sensitivity analyses revealed increased sensitivity to a variety of drugs in the high-risk group, especially inhibitors of the PI3K-AKT, EGFR, and ELK pathways. CONCLUSIONS: This prognostic model integrates lactate metabolism and hypoxia parameters, offering predictive insights regarding survival, immune cell infiltration and functionality, as well as therapeutic responsiveness in LUAD patients. This model may facilitate personalized treatment strategies, tailoring interventions to the unique molecular profile of each patient's disease.


Subject(s)
Adenocarcinoma of Lung , Lactic Acid , Lung Neoplasms , Tumor Microenvironment , Humans , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Lung Neoplasms/mortality , Prognosis , Tumor Microenvironment/genetics , Adenocarcinoma of Lung/genetics , Adenocarcinoma of Lung/metabolism , Adenocarcinoma of Lung/pathology , Lactic Acid/metabolism , Male , Female , Middle Aged , Biomarkers, Tumor/metabolism , Biomarkers, Tumor/genetics , Aged , Hypoxia/metabolism
2.
Heliyon ; 10(1): e23502, 2024 Jan 15.
Article in English | MEDLINE | ID: mdl-38223725

ABSTRACT

Disulfidptosis, a newly revealed form of cell death, regulated by numerous genes that has been recently identified. The exact role of disulfidptosis in lung adenocarcinoma (LUAD) still uncertain. Objective of this study was to explore potential prognostic markers among disulfidptosis genes in LUAD. By combining transcriptomic information from Gene Expression Omnibus databases and The Cancer Genome Atlas, we identified differentially expressed and prognostic disulfidptosis genes. By conducting least absolute shrinkage and selection operator with multivariate Cox regression, four disulfidptosis genes were selected to create the prognostic signature. The implementation of the signature separated the training and validation cohorts into groups with high- and low-risk. Subsequently, the model was verified by conducting an independent analysis of receiver operating characteristic (ROC) curves. Further comparisons were made between the two risk-divided groups with regards the tumor microenvironment, immune cell infiltration, immunotherapy response, and drug sensitivity. The signature was constructed using four disulfidptosis-related genes: SLC7A11, SLC3A2, NCKAP1, and GYS1. According to ROC curves, the signature was effective for predicting LUAD prognosis. In addition, the prognostic signature correlated with sensitivity to chemotherapeutic agents and the efficacy of immunotherapy in LUAD. Finally, through external validation, we showed that NCKAP1 are correlated with tumor migration, proliferation, and invasion of LUAD cells. GYS1 affects immune cell, especially M2 macrophage infiltration in the tumor microenvironment. The disulfidptosis four-gene model can reliably predict the prognosis of patients diagnosed with LUAD, thereby providing valuable information for clinical applications and immunotherapy.

3.
Di Yi Jun Yi Da Xue Xue Bao ; 23(10): 1059-61, 2003 Oct.
Article in Chinese | MEDLINE | ID: mdl-14559694

ABSTRACT

OBJECTIVE: To observe the effects of mild to moderate hypothermia on cerebral oxygen metabolism in patients with mitral valve replacement. METHODS: Twenty patients undergoing mitral valve replacement were randomly divided in mild (30 ) and moderate (26 degrees Celsius) hypothermia groups. Under alpha stat, the oxygen content and the concentration of lactic acid in the radial artery and jugular venous bulb were monitored in patients undergoing mitral valve replacement at mild and moderate hypothermia respectively. The arterial-venous difference of oxygen content, oxygen uptake rate, and blood lactic acid levels in the cerebrum and total body were calculated. The effect of cardiopulmonary bypass (CPB) under the two hypothermia strategies on cerebral oxygen metabolism was analyzed. RESULTS: In the two groups, arterial-venous differences and oxygen uptake rates were both decreased after the commencement of cardiopulmonary bypass, and were rapidly elevated during rewarming. In mild hypothermia group, the arterial-jugular venous difference and oxygen uptake were higher than those in moderate hypothermia group (P<0.05) during CPB when the lowest temperature was reached. The concentration of lactic acid in the plasma was progressively increased in both groups during CPB. Arterial-venous difference in the oxygen content in both groups was still lower during CPB than before CPB(P<0.01). CONCLUSION: Mild and moderate hypothermia during CPB is sufficient to retain the balance of cerebral oxygen metabolism, and more intensive hypothermia may not ensure better cerebral protective effect. Cerebral oxygenation progressively increases after CPB under hypothermia, but whether imbalance of cerebral oxygen metabolism occurs needs further investigation.


Subject(s)
Brain/metabolism , Heart Valve Prosthesis , Hypothermia, Induced , Mitral Valve/surgery , Oxygen/metabolism , Adult , Aged , Cardiopulmonary Bypass , Female , Humans , Male , Middle Aged
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