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1.
Artículo en Inglés | MEDLINE | ID: mdl-39350424

RESUMEN

BACKGROUND: Ferroptosis is closely related to radiotherapy resistance in multiple can-cers. Herein, the role of microsomal glutathione S-transferase 1 (MGST1) in regulating ferropto-sis and radiotherapy resistance in non-small cell lung cancer (NSCLC) was investigated. METHODS: Radiation-resistant NSCLC cells (NCI-1299-IR and HCC827-IR cells) were estab-lished. After exposure to X-ray, cell proliferation and survival were assessed by colony formation assay and CCK-8 assay, and lipid ROS level was examined by the fluorophore BODIPY™ 581/591 C11. MDA, GSH, and Fe2+ levels were measured by ELISA kits. The molecular interac-tion was analyzed using ChIP and MSP assays. RESULTS: Our results showed that RSL3 treatment greatly enhanced the radiotherapy sensitivity of NCI-1299-IR and HCC827-IR cells. It was subsequently revealed that MGST1 was highly ex-pressed in NCI-1299-IR and HCC827-IR cells than its parent cells, and silencing of MGST1 re-duced radioresistance of NCI-1299-IR and HCC827-IR cells by facilitating ferroptosis. Mechanis-tically, MGST1 knockdown greatly reduced HO-1 and DNMT1/3A protein levels, leading to re-duced DNA methylation on the ALOX15 promoter region, thereby epigenetically upregulating ALOX15 expression. As expected, the promoting effects of MGST1 silencing on radiosensitivity and ferroptosis in radiation-resistant NSCLC cells were strikingly eliminated by ALOX15 knock-down. CONCLUSION: MGST1 knockdown epigenetically enhanced radiotherapy sensitivity of NCSLC cells by promoting ALOX15-mediated ferroptosis through regulating the HO-1/DNMT1 pathway.

2.
Artículo en Inglés | MEDLINE | ID: mdl-39351653

RESUMEN

BACKGROUND: Cancer cachexia complicates advanced non-small cell lung cancer (NSCLC); however, it remains unclear how often cachexia occurs and how it affects the course of chemotherapy in patients receiving first-line systemic therapy. METHODS: We conducted a multicentre, prospective observational study and enrolled previously untreated NSCLC patients with Eastern Cooperative Oncology Group Performance Status (ECOG PS) of 0-2 and cachexia between September 2020 and September 2021. The primary outcome measure was the trends in the Functional Assessment of Anorexia/Cachexia Treatment and Anorexia/Cachexia Subscale [FAACT (A/CS)] scores by cohort. Secondary outcome measures included the incidence of cachexia before the initiation of first-line systemic therapy, quality of life (QOL) measures, body weight (BW) changes, and efficacy and safety of first-line systemic therapy. RESULTS: A total of 887 consecutive patients with previously untreated advanced NSCLC and ECOG PS of 0-2 who were initiated on first-line systemic therapy were evaluated. A total of 281 patients (31.7%) experienced BW loss consistent with the criteria of cachexia, and 186 were evaluated for QOL, BW and outcome measurements. Overall, 180/186 patients received first-line systemic therapy. Cohort 1 (targeted therapy), cohort 2 [cytotoxic chemotherapy (CTx) ± immune checkpoint inhibitors (ICIs)] and cohort 3 (ICIs) included 42, 98 and 40 patients, respectively. There were significant variations in QOL trends by cohort, with chemotherapy-associated emesis affecting early appetite-related QOL. The change in the FAACT (A/CS) score at 1 week from baseline was worse in cohort 2 (the least square mean change ± standard error: -3.0 ± 0.9) than in cohorts 1 (1.6 ± 1.2, p = 0.003) and 3 (1.8 ± 1.0, p = 0.002); meanwhile, the change at 6 weeks was worse in cohort 1 (-1.5 ± 1.2) than in cohorts 2 (3.6 ± 0.9, p = 0.001) and 3 (3.5 ± 1.1, p = 0.004). BW reduction was observed in all cohorts within 6 weeks of therapy initiation. The targeted therapy cohort demonstrated superior progression-free survival (PFS) and overall survival (OS) to CTx ± ICIs cohort or ICIs cohort (median PFS was 9.7 months, 6.3 months, 3.1 months, in cohort 1, 2, 3, respectively (cohort 1 vs. cohort 2: HR, 0.58, p = 0.018; cohort 1 vs. cohort 3: HR, 0.41, p = 0.001); median OS was not reached, 15.8 months, 9.9 months, respectively (cohort 1 vs. cohort 2: HR, 0.52, p = 0.033; cohort 1 vs. cohort 3: HR, 0.37, p = 0.003). CONCLUSIONS: Approximately 1/3 patients with previously untreated advanced NSCLC have cachexia. Appetite-related QOL trends vary based on the type of first-line systemic therapy in cachectic NSCLC patients, and the PFS and OS of these patients seemed to be shorter.

3.
Int J Clin Pharm ; 2024 Oct 01.
Artículo en Inglés | MEDLINE | ID: mdl-39352419

RESUMEN

BACKGROUND: Although selpercatinib has shown clinical benefits for rearranged during transfection (RET) fusion-positive non-small cell lung cancer (NSCLC), its cost-effectiveness requires further evaluation. AIM: This study aimed to evaluate the cost-effectiveness of selpercatinib versus chemotherapy and pembrolizumab in the first-line treatment of RET fusion-positive NSCLC from the perspective of the United States (US) payer. METHOD: A partitioned survival model was developed based on data from the LIBRETTO-431 trial. Cost and utility values for the health state were obtained from database data or published literature. The measured outcomes included quality-adjusted life-years (QALYs) and the incremental cost-effectiveness ratio (ICER). One-way sensitivity analysis and probabilistic sensitivity analyses (PSA) were conducted to assess the uncertainty of the model. RESULTS: Selpercatinib increased QALYs in patients with RET fusion-positive NSCLC by 0.90 compared to chemotherapy plus pembrolizumab, with an additional cost of $542,517.45, resulting in an ICER of $603,286.49/QALY, which exceeded the willingness-to-pay (WTP) threshold ($150,000) in the US. One-way sensitivity analysis suggested that the utility of progressed disease, the utility of progression-free survival, the price of selpercatinib, the discount, the price of pemetrexed, and the price of pembrolizumab had the greatest influence on the cost- effectiveness analysis process. In the PSA, 99.9% of the scatter points were distributed above the US WTP threshold of $150,000. CONCLUSION: From the perspective of the US payer, selpercatinib is not cost-effective compared to chemotherapy and pembrolizumab for first-line treatment in patients with RET fusion-positive NSCLC.

4.
Artículo en Inglés | MEDLINE | ID: mdl-39356318

RESUMEN

Phillyrin (PHN), derived from the dried fruit of Forsythia suspensa (Thunb.) Vahl, is a kind of Chinese herbal medicine with the effect of clearing heat, and has been used in China for thousands of years in treating various tumors. However, the mechanism of its main components on non-small cell lung cancer (NSCLC) remains unclear. PHN is a distinct component extracted from Forsythia suspensa with promising anti-cancer activity against various tumor types. This study sought to elucidate the promising effects of PHN on NSCLC. Based on network pharmacology results, we identified potential PHN targets and pathways for NSCLC treatment. CCK-8 assay, wound healing assay, apoptosis assay, western blot, and in vivo experiments verified the inhibitory effect of PHN on NSCLC. Network pharmacology identified 160 potential PHN targets, 955 NSCLC-related targets, and 54 common targets, along with 132 pathways and 2 core genes. Biological experiments demonstrated that PHN significantly inhibited the growth and migration of A549 and LLC cells while promoting their apoptosis. Western blot analysis revealed down-regulation of AKT, HSP90AA1, and CDC37 expression, suggesting that PHN inhibits A549 and LLC cell proliferation by down-regulating the HSP90-AKT pathway. In vivo experiments confirmed that PHN significantly inhibited NSCLC growth with low toxicity. This study, using network pharmacology and biological experiments, verified the effectiveness of PHN against NSCLC through the HSP90-AKT pathway. These findings provide a foundation for further research and analysis.

5.
Eur J Cancer ; 212: 115050, 2024 Sep 29.
Artículo en Inglés | MEDLINE | ID: mdl-39378565

RESUMEN

BACKGROUND: PERLA (NCT04581824) compared efficacy and safety of dostarlimab (DCT) or pembrolizumab (PCT) plus chemotherapy as first-line treatment for metastatic non-small cell lung cancer. Here, we report patient-reported outcomes (PROs; exploratory analysis) from PERLA. METHODS: Patients were randomized 1:1 to receive DCT or PCT every 3 weeks (Q3W) for ≤ 35 cycles [C]. PROs (EORTC QLQ-C30 and QLQ-LC13, PRO-CTCAE, FACT-GP5) were collected at baseline, Q3W until C4, Q9W until C16, Q12W until end of treatment and at 30-day safety follow-up. Change from baseline and time to deterioration (TTD) in QLQ-C30 and QLQ-LC13 were analyzed using longitudinal mixed models and Kaplan-Meier estimators, respectively. RESULTS: The PRO (DCT/PCT) datasets included 102/99 patients for QLQ-C30, 96/90 for QLQ-LC13, 96/88 for PRO-CTCAE, and 95/87 for FACT-GP5. Completion rates were > 80 % to C4, then decreased in both arms. For QLQ-C30 and QLQ-LC13, most patients reported stable/improved responses at C13 (∼ 9 months on treatment), with similar responses between arms except more patients reported improvements in dyspnea (QLQ-C30: 36.4 % vs 13.0 %; QLQ-LC13: 40.6 % vs 25.0 %) and chest pain (QLQ-LC13: 34.4 % vs 10.0 %) with DCT vs PCT. TTD per QLQ-C30 and QLQ-LC13 were similar between arms, although TTD in dyspnea was longer with DCT vs PCT (QLQ-LC13: 4.24 vs 1.54 months; p = 0.0168). Most patients in both arms reported that adverse events occurred occasionally/rarely/never with moderate/mild severity. Overall, patients reported little/no bother from treatment side effects. CONCLUSIONS: DCT maintained health-related quality of life similarly to PCT and was well tolerated, supporting the PERLA primary results and dostarlimab use in future regimens.

7.
Discov Oncol ; 15(1): 534, 2024 Oct 08.
Artículo en Inglés | MEDLINE | ID: mdl-39379639

RESUMEN

PURPOSE: Immune checkpoint inhibitors (ICIs) have improved lung cancer treatment but are associated with immune-related adverse events (irAEs). This study analyzes the relationship between irAEs and treatment effectiveness in advanced non-small cell lung cancer (NSCLC) patients. METHODS: We conducted a retrospective study of NSCLC patients treated with ICIs from March 2019 to October 2022 at Zhongshan Hospital (Xiamen). Patients were divided into irAE and non-irAE groups, and treatment outcomes were compared. RESULTS: A total of 154 patients were included, with 36.4% in the irAE group and 63.6% in the non-irAE group. Most irAEs were Grade 1-2 (86.4%), with 13.6% being Grade 3 or higher. The irAE group had higher disease control rates (DCR: 94.6% vs. 76.5%, P = 0.004) and objective response rates (ORR: 42.9% vs. 26.5%, P = 0.037). Median progression-free survival (PFS) was longer in the irAE group (18 vs. 9 months, HR: 0.53, P = 0.001), as was overall survival (OS: 39.5 vs. 16 months, HR: 0.46, P = 0.001). Landmark analysis at 6 and 12 weeks confirmed that irAEs were associated with improved outcomes. Moreover, patients who experienced two or more adverse events during treatment had significantly longer OS compared to those who had only one or no adverse events (41.6 months vs. 34.0 vs. 23.6, P = 0.003). CONCLUSION: Patients with irAEs demonstrated better outcomes, including ORR, DCR, PFS, and OS. Further studies on biomarkers and irAE incidence are warranted to improve lung cancer management.

8.
Integr Cancer Ther ; 23: 15347354241287775, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39380153

RESUMEN

Background: Lung cancer has the highest mortality rate of all cancers worldwide. Conserving the immune system and reducing the adverse events associated with cancer treatment have become increasingly important. Our study aimed to investigate the immunological effects of herbal medicine (HM) alone, independent of conventional cancer therapies, in patients with non-small cell lung cancer (NSCLC). Methods: We searched 8 databases for articles published until March 2023. Bias risk was assessed using RevMan 5.4. Meta-analyses of CD4+ and CD8+ levels reported in the included RCTs were also performed. Results: A total of 610 patients from 5 RCTs were included in the analysis. Immune markers in the peripheral blood of patients treated with HM alone were compared with those in the control group. As a result of meta-analyses, CD4+ (three studies; mean difference(MD) = 5.21, 95 confidence interval (CI) [3.26, 7.27], I2 = 61%, n = 428) and CD4+/CD8+ (two studies; MD = 0.22, 95% CI [0.18, 0.26], I2 = 0%, n = 278) significantly increased in the treatment group, while CD8+ levels (three studies; MD = -3.04, 95% CI [-5.80, -0.29], I2 = 74%, n = 428) decreased in HM groups compared to comparison groups. In a single trial, IL-1, IL-6, tumor necrosis factor (TNF)-a levels and the number of Tregs in the treatment group significantly decreased, while Th17 levels and the Th17/Treg ratios increased. Conclusion: This study provides a comprehensive and systematic review of the immunological effects of HM in patients with NSCLC. Future studies should explore how the immunological effects of HM correlate with clinical outcomes, such as tumor response and survival rates.PROSPERO registration: CRD42023459.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Neoplasias Pulmonares , Carcinoma de Pulmón de Células no Pequeñas/tratamiento farmacológico , Carcinoma de Pulmón de Células no Pequeñas/inmunología , Humanos , Neoplasias Pulmonares/tratamiento farmacológico , Neoplasias Pulmonares/inmunología , Medicina de Hierbas/métodos , Ensayos Clínicos Controlados Aleatorios como Asunto , Linfocitos T CD8-positivos/efectos de los fármacos , Linfocitos T CD8-positivos/inmunología , Fitoterapia/métodos , Linfocitos T CD4-Positivos/efectos de los fármacos , Linfocitos T CD4-Positivos/inmunología
9.
Oncoimmunology ; 13(1): 2413200, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39381588

RESUMEN

Acyl CoA binding protein (ACBP) encoded by DBI is a tissue hormone that limits autophagy in multiple cell types, hence acting as an extracellular autophagy checkpoint. We recently reported in Molecular Cancer that monoclonal antibodies neutralizing ACBP improve immunosurveillance of breast and lung carcinomas. Moreover, ACBP neutralization improves the outcome of neoadjuvant chemoimmunotherapy with PD-1 blockade in preclinical models.


Asunto(s)
Autofagia , Neoplasias , Humanos , Autofagia/efectos de los fármacos , Neoplasias/inmunología , Neoplasias/tratamiento farmacológico , Neoplasias/patología , Neoplasias/metabolismo , Animales , Monitorización Inmunológica/métodos , Inhibidores de Puntos de Control Inmunológico/uso terapéutico , Inhibidores de Puntos de Control Inmunológico/farmacología , Anticuerpos Monoclonales/uso terapéutico , Anticuerpos Monoclonales/farmacología , Anticuerpos Monoclonales/administración & dosificación , Vigilancia Inmunológica
10.
Oncoimmunology ; 13(1): 2413719, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39381589

RESUMEN

Acyl CoA binding protein (ACBP, which is encoded by diazepam binding inhibitor, DBI) acts on the gamma-amino butyric acid (GABA) receptor type A via a specific binding site that is shared by diazepam and other benzodiazepines. Both ACBP/DBI and benzodiazepines act as positive allosteric modulators, hence increasing GABA effects on this receptor. Recently, we found that ACBP/DBI acts as an endogenous immunosuppressor, meaning that its antibody-mediated neutralization has immunostimulatory effects and enhances the efficacy of immunotherapy and chemoimmunotherapy in mouse models. Driven by these considerations, we investigated whether diazepam administration in mice would reverse the beneficial effects of ACBP/DBI neutralization on cancer chemoimmunotherapy. Indeed, diazepam abolished the therapeutic of anti-ACBP/DBI antibodies, supporting the idea that diazepam exerts immunosuppressive properties. Of note, treatment with benzodiazepines was associated with poor clinical responses to chemoimmunotherapy in patients with non-small cell lung cancer (NSCLC) as compared to individuals not receiving any psychotropic drugs. Medication with other psychotropic drugs than benzodiazepines did not compromise the outcome of chemoimmunotherapy, indicating that this immunosuppressive effect was benzodiazepine specific. We conclude that benzodiazepines may confer systemic immunosuppression. This hypothesis requires further epidemiological and clinical confirmation.


Asunto(s)
Benzodiazepinas , Inmunoterapia , Animales , Humanos , Ratones , Inmunoterapia/métodos , Benzodiazepinas/uso terapéutico , Diazepam/uso terapéutico , Diazepam/farmacología , Inhibidor de la Unión a Diazepam , Neoplasias/tratamiento farmacológico , Neoplasias/inmunología , Neoplasias/terapia , Resultado del Tratamiento , Neoplasias Pulmonares/tratamiento farmacológico , Neoplasias Pulmonares/inmunología , Neoplasias Pulmonares/patología
11.
Cancer Immunol Immunother ; 73(12): 260, 2024 Oct 09.
Artículo en Inglés | MEDLINE | ID: mdl-39382668

RESUMEN

Thyroid immune-related adverse events (irAEs) are associated with programmed cell death protein 1 (PD-1) blockade efficacy in non-small cell lung cancer (NSCLC). However, their independence from PD-L1 expression and quantitative impact on predicting PD-1 blockade efficacy remain unexplored. This multicenter, retrospective, longitudinal study from Korea included 71 metastatic NSCLC patients who underwent PD-L1 expression and thyroid function testing during PD-1 blockade. Disease progression by the Response Evaluation Criteria for Solid Tumors was the main outcome. Three-stage analyses were performed: (1) multivariate Cox regression models adjusted for PD-L1 expression according to thyroid irAEs; (2) subgroup analyses; (3) regrouping and comparing predictivity of current and alternative staging. Patients with thyroid irAE + exhibited a longer progression-free survival [7/20 vs. 34/51, adjusted HR 0.19 (0.07-0.47); P < 0.001] than those with thyroid irAE-, independent of PD-L1 expression; the results remained across most subgroups without interaction. The three groups showed different adjusted HR for disease progression (Group 1: PD L1 + and thyroid irAE + ; Group 2: PD-L1 + or thyroid irAE + : 5.08 [1.48-17.34]; Group 3: PD-L1- and thyroid irAE- : 30.49 [6.60-140.78]). Alternative staging (Group 1 in stage IVB → stage IVA; Group 3 in stage IVA → stage IVB) improved the prognostic value (PVE: 21.7% vs. 6.44%; C-index: 0.706 vs. 0.617) compared with the 8th Tumor-Node-Metastasis staging. Our study suggests thyroid irAEs and PD-L1 expression are independent biomarkers that improve predicting PD-1 blockade efficacy in NSCLC. Thyroid irAEs would be helpful to identify NSCLC patients who benefit from PD-1 blockade in early course of treatment.


Asunto(s)
Antígeno B7-H1 , Biomarcadores de Tumor , Carcinoma de Pulmón de Células no Pequeñas , Inhibidores de Puntos de Control Inmunológico , Neoplasias Pulmonares , Humanos , Carcinoma de Pulmón de Células no Pequeñas/tratamiento farmacológico , Carcinoma de Pulmón de Células no Pequeñas/metabolismo , Carcinoma de Pulmón de Células no Pequeñas/patología , Masculino , Femenino , Antígeno B7-H1/antagonistas & inhibidores , Antígeno B7-H1/metabolismo , Neoplasias Pulmonares/tratamiento farmacológico , Neoplasias Pulmonares/metabolismo , Neoplasias Pulmonares/patología , Persona de Mediana Edad , Anciano , Estudios Retrospectivos , Biomarcadores de Tumor/metabolismo , Inhibidores de Puntos de Control Inmunológico/uso terapéutico , Receptor de Muerte Celular Programada 1/antagonistas & inhibidores , Receptor de Muerte Celular Programada 1/metabolismo , Glándula Tiroides/patología , Glándula Tiroides/metabolismo , Estudios Longitudinales , Pronóstico , Adulto , Anciano de 80 o más Años
12.
MedComm (2020) ; 5(10): e761, 2024 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-39372390

RESUMEN

Neuroendocrine transdifferentiation (NEtD), also commonly referred to as lineage plasticity, emerges as an acquired resistance mechanism to molecular targeted therapies in multiple cancer types, predominately occurs in metastatic epidermal growth factor receptor (EGFR)-mutant non-small cell lung cancer treated with EGFR tyrosine kinase inhibitors and metastatic castration-resistant prostate cancer treated with androgen receptor targeting therapies. NEtD tumors are the lethal cancer histologic subtype with unfavorable prognosis and limited treatment. A comprehensive understanding of molecular mechanism underlying targeted-induced plasticity could greatly facilitate the development of novel therapies. In the past few years, increasingly elegant studies indicated that NEtD tumors share key the convergent genomic and phenotypic characteristics irrespective of their site of origin, but also embrace distinct change and function of molecular mechanisms. In this review, we provide a comprehensive overview of the current understanding of molecular mechanism in regulating the NEtD, including genetic alterations, DNA methylation, histone modifications, dysregulated noncoding RNA, lineage-specific transcription factors regulation, and other proteomic alterations. We also provide the current management of targeted therapies in clinical and preclinical practice.

13.
Front Immunol ; 15: 1476365, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39372398

RESUMEN

Background: Tumor-infiltrating lymphocytes (TILs) have demonstrated potential as prognostic biomarkers across various cancer types. However, their prognostic implications in non-small cell lung cancer (NSCLC) remain ambiguous. Methods: An exhaustive electronic search was executed across the Pubmed, EMBASE, Web of Science, and Cochrane Library databases to locate relevant studies published up until December 19, 2023. Studies were eligible if they assessed the association between TILs and overall survival (OS) and disease-free survival (DFS) in NSCLC patients. The OS and DFS were subsequently extracted for analysis. The prognostic significance of TILs was evaluated by calculating the Pooled Hazard Ratios (HRs) and their corresponding 95% Confidence Intervals (CIs). Results: The meta-analysis incorporated 60 studies, which collectively included 15829 NSCLC patients. The collective analysis indicated that NSCLC patients exhibiting TILs infiltration demonstrated a significantly improved OS(HR: 0.67; 95%CI: 0.55-0.81). Subgroup analyses, based on TIL subtypes (CD8+, CD3+ and CD4+), consistently revealed a favorable prognostic impact on OS. However, it was observed that FOXP3+ was correlated with a poor OS (HR: 1.35; 95% CI: 0.87-2.11). Conclusion: This comprehensive systematic review and meta-analysis substantiate the prognostic significance of TILs in patients diagnosed with NSCLC. Notably, elevated TILs infiltration correlates with a favorable prognosis, particularly among CD8+, CD3+ and CD4+ subtypes. Systematic review registration: https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42023468089 PROSPERO, identifier CRD42023468089.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Neoplasias Pulmonares , Linfocitos Infiltrantes de Tumor , Humanos , Carcinoma de Pulmón de Células no Pequeñas/inmunología , Carcinoma de Pulmón de Células no Pequeñas/mortalidad , Carcinoma de Pulmón de Células no Pequeñas/patología , Linfocitos Infiltrantes de Tumor/inmunología , Neoplasias Pulmonares/inmunología , Neoplasias Pulmonares/mortalidad , Neoplasias Pulmonares/patología , Pronóstico , Biomarcadores de Tumor
14.
Front Immunol ; 15: 1453232, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39372403

RESUMEN

Objective: Develop a predictive model utilizing weakly supervised deep learning techniques to accurately forecast major pathological response (MPR) in patients with resectable non-small cell lung cancer (NSCLC) undergoing neoadjuvant chemoimmunotherapy (NICT), by leveraging whole slide images (WSIs). Methods: This retrospective study examined pre-treatment WSIs from 186 patients with non-small cell lung cancer (NSCLC), using a weakly supervised learning framework. We employed advanced deep learning architectures, including DenseNet121, ResNet50, and Inception V3, to analyze WSIs on both micro (patch) and macro (slide) levels. The training process incorporated innovative data augmentation and normalization techniques to bolster the robustness of the models. We evaluated the performance of these models against traditional clinical predictors and integrated them with a novel pathomics signature, which was developed using multi-instance learning algorithms that facilitate feature aggregation from patch-level probability distributions. Results: Univariate and multivariable analyses confirmed histology as a statistically significant prognostic factor for MPR (P-value< 0.05). In patch model evaluations, DenseNet121 led in the validation set with an area under the curve (AUC) of 0.656, surpassing ResNet50 (AUC = 0.626) and Inception V3 (AUC = 0.654), and showed strong generalization in external testing (AUC = 0.611). Further evaluation through visual inspection of patch-level data integration into WSIs revealed XGBoost's superior class differentiation and generalization, achieving the highest AUCs of 0.998 in training and robust scores of 0.818 in validation and 0.805 in testing. Integrating pathomics features with clinical data into a nomogram yielded AUC of 0.819 in validation and 0.820 in testing, enhancing discriminative accuracy. Gradient-weighted Class Activation Mapping (Grad-CAM) and feature aggregation methods notably boosted the model's interpretability and feature modeling. Conclusion: The application of weakly supervised deep learning to WSIs offers a powerful tool for predicting MPR in NSCLC patients treated with NICT.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Aprendizaje Profundo , Neoplasias Pulmonares , Terapia Neoadyuvante , Humanos , Carcinoma de Pulmón de Células no Pequeñas/terapia , Carcinoma de Pulmón de Células no Pequeñas/patología , Estudios Retrospectivos , Neoplasias Pulmonares/terapia , Neoplasias Pulmonares/patología , Femenino , Masculino , Persona de Mediana Edad , Anciano , Aprendizaje Automático Supervisado , Inmunoterapia/métodos , Resultado del Tratamiento , Adulto
15.
Oncol Lett ; 28(6): 560, 2024 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-39372664

RESUMEN

The present study aimed to investigate the molecular mechanisms by which paeonol impedes DNA damage repair, induces apoptosis and inhibits cell viability via the mitogen-activated protein kinase (MAPK) pathway. Firstly, normal human bronchial epithelial cells (BEAS-2B) and non-small cell lung cancer cells (H1299) were employed in the study as cellular models. Following cultivation, the cells were divided into experimental and control groups, and were treated with different concentrations of paeonol. Subsequently, various techniques, including western blotting, Cell Counting Kit-8, colony formation, TUNEL and comet assays were conducted to evaluate the effects of paeonol on cell viability, colony-forming ability, apoptosis levels and DNA damage in H1299 cells. According to the experimental results, paeonol significantly reduced the viability and colony formation ability of H1299 cells, but substantially increased apoptosis and DNA damage. These effects were enhanced in response to higher concentrations of paeonol. Furthermore, western blot analysis revealed that paeonol treatment decreased the protein levels of B-cell lymphoma 2 and breast cancer susceptibility gene 1, while it increased the expression levels of cleaved-PARP, cleaved-caspase 3, γH2AX and P21. Additionally, the phosphorylated levels of extracellular signal-regulated kinase 1, c-Jun N-terminal kinase and P38 within the MAPK signaling pathway were diminished. Collectively, the present study demonstrated that paeonol may inhibit the metabolic activity and proliferative capability of H1299 cells, and that it could promote apoptosis and obstruct DNA damage repair by modulating the MAPK signaling pathway.

16.
BMC Cancer ; 24(1): 1233, 2024 Oct 07.
Artículo en Inglés | MEDLINE | ID: mdl-39375649

RESUMEN

BACKGROUND: A Two-sample Mendelian randomization (MR) Analysis was used to assess the causal relationship between non-small cell lung cancer (NSCLC) and sepsis. METHOD: Single nucleotide polymorphisms (SNPs) closely associated with NSCLC were utilized as instrumental variables (IVs) in this study. The Inverse Variance Weighted (IVW) method was used as the primary method for MR analysis, supplemented by the Weighted median, Weighted model, and MR-Egger regression method. Sensitivity analysis was conducted to improve result robustness, and data from various sources were validated and integrated. Bonferroni tests were applied to adjust for multiple comparisons. RESULTS: After Bonferroni tests correcting the combined results, MR analysis revealed a significant association between genetically predicted NSCLC and an increased susceptibility to sepsis (odds ratios [OR]: 1.140, 95% confidence interval [CI]: 1.085-1.199, P = 2.61 × 10- 7). The combined results demonstrated that NSCLC is associated with a heightened risk of sepsis in patients under 75 years of age (OR: 1.085, 95%CI: 1.037-1.353, P = 3.84 × 10- 4). Furthermore, lung adenocarcinoma (LUAD) was found to be potentially associated with an increased susceptibility to sepsis (OR: 1.040, 95% CI: 1.009-1.073, P = 1.16 × 10- 2). These results withstood multiple sensitivity analyses, demonstrating their robustness. CONCLUSION: This study confirms that NSCLC can significantly increase susceptibility to sepsis at the genetic level, providing valuable insights for the early identification of individuals at risk for sepsis.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Predisposición Genética a la Enfermedad , Neoplasias Pulmonares , Análisis de la Aleatorización Mendeliana , Polimorfismo de Nucleótido Simple , Sepsis , Humanos , Carcinoma de Pulmón de Células no Pequeñas/genética , Sepsis/genética , Sepsis/epidemiología , Neoplasias Pulmonares/genética , Oportunidad Relativa , Anciano
17.
Respir Res ; 25(1): 362, 2024 Oct 05.
Artículo en Inglés | MEDLINE | ID: mdl-39369217

RESUMEN

BACKGROUND: The prevalence of non-small cell lung cancer (NSCLC) is notably elevated in individuals diagnosed with idiopathic pulmonary fibrosis (IPF). Secreted phosphoprotein 1 (SPP1), known for its involvement in diverse physiological processes, including oncogenesis and organ fibrosis, has an ambiguous role at the intersection of IPF and NSCLC. Our study sought to elucidate the function of SPP1 within the pathogenesis of IPF and its subsequent impact on NSCLC progression. METHODS: Four GEO datasets was analyzed for common differential genes and TCGA database was used to analyze the prognosis. The immune infiltration was analyzed by TIMER database. SPP1 expression was examined in human lung tissues, the IPF fibroblasts and the BLM-induced mouse lung fibrosis model. Combined with SPP1 gene gain- and loss-of-function, qRT-PCR, Western blot, EdU and CCK-8 experiments were performed to evaluate the effects and mechanisms of SPP1 in IPF progression. Effect of SPP1 on NSCLC was detected by co-cultured IPF fibroblasts and NSCLC cells. RESULTS: Through bioinformatics analysis, we observed a significant overexpression of SPP1 in both IPF and NSCLC patient datasets, correlating with enhanced immune infiltration of cancer-associated fibroblasts in NSCLC. Elevated levels of SPP1 were detected in lung tissue samples from IPF patients and bleomycin-induced mouse models, with partial colocalization observed with α-smooth muscle actin. Knockdown of SPP1 inhibits TGF-ß1-induced differentiation of fibroblasts to myofibroblasts and the proliferation of IPF fibroblasts. Conversely, SPP1 overexpression promoted IPF fibroblast proliferation via PI3K/Akt/mTOR pathway. Furthermore, IPF fibroblasts promoted NSCLC cell proliferation and activated the PI3K/Akt/mTOR pathway; these effects were attenuated by SPP1 knockdown in IPF fibroblasts. CONCLUSIONS: Our findings suggest that SPP1 functions as a molecule promoting both fibrosis and tumorigenesis, positioning it as a prospective therapeutic target for managing the co-occurrence of IPF and NSCLC.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Progresión de la Enfermedad , Fibrosis Pulmonar Idiopática , Neoplasias Pulmonares , Osteopontina , Fosfatidilinositol 3-Quinasas , Proteínas Proto-Oncogénicas c-akt , Serina-Treonina Quinasas TOR , Humanos , Animales , Proteínas Proto-Oncogénicas c-akt/metabolismo , Fibrosis Pulmonar Idiopática/patología , Fibrosis Pulmonar Idiopática/metabolismo , Fibrosis Pulmonar Idiopática/genética , Fibrosis Pulmonar Idiopática/inducido químicamente , Carcinoma de Pulmón de Células no Pequeñas/patología , Carcinoma de Pulmón de Células no Pequeñas/metabolismo , Carcinoma de Pulmón de Células no Pequeñas/genética , Serina-Treonina Quinasas TOR/metabolismo , Neoplasias Pulmonares/patología , Neoplasias Pulmonares/metabolismo , Neoplasias Pulmonares/genética , Ratones , Osteopontina/metabolismo , Osteopontina/genética , Fosfatidilinositol 3-Quinasas/metabolismo , Transducción de Señal/fisiología , Ratones Endogámicos C57BL , Masculino
18.
Cancer Pathog Ther ; 2(4): 268-275, 2024 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-39371104

RESUMEN

Background: Currently, the need for new therapeutic strategies involving programmed cell death protein-1 (PD-1) monoclonal antibodies in the second-line setting of small cell lung cancer (SCLC) is urgent. This study aimed to evaluate the efficacy and safety of anlotinib plus penpulimab as a second-line treatment for patients with SCLC who progressed after first-line platinum-based chemotherapy. Methods: This study included the patients from Cohort 4 of a single-arm, open-label, multicenter, phase II clinical trial. A safety run-in phase was performed under anlotinib (10/12 mg quaque die [QD], days 1-14) plus penpulimab (200 mg intravenously [IV], day 1) in a 21-day cycle, followed by the formal trial in which the patients received anlotinib (12 mg QD, days 1-14) plus penpulimab (200 mg IV, day 1) in a 21-day cycle. The primary endpoint of the safety run-in phase was safety. The primary endpoint of the formal trial phase was the objective response rate (ORR). Results: From April 28, 2020, to November 24, 2020, 21 patients were enrolled from 11 hospitals, including 2 in the safety run-in phase and 19 in the formal trial phase. In the formal trial phase, the ORR was 42.1% (8/19; 95% confidence interval [CI]: 17.7-66.6%). The median progression-free survival was 4.8 months (95% CI: 2.9-11.3 months), and the median overall survival was 13.0 months (95% CI: 4.6-not applicable [NA] months). The incidence of ≥grade 3 treatment-related adverse events (TRAEs) was 52.4% (11/21), and the incidence of treatment-related serious adverse events (AEs) was 28.6% (6/21). Two AE-related deaths occurred. The most common AEs were hypertension (57.1%, 12/21), hypothyroidism (42.9%, 9/21), and hypertriglyceridemia (38.1%, 8/21). Conclusions: In patients with SCLC who progressed after first-line platinum-based chemotherapy, the second-line anlotinib plus penpulimab treatment demonstrates promising anti-cancer activity and a manageable safety profile, which warrants further investigation. Trial registration: No. NCT04203719, https://clinicaltrials.gov/.

19.
Front Oncol ; 14: 1448966, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39381047

RESUMEN

Objectives: Analyzing the impact of peripheral lipid levels on the efficacy of immune checkpoint inhibitor therapy in non-small cell lung cancer (NSCLC) patient populations and exploring whether it can serve as a biomarker for broadening precise selection of individuals benefiting from immunotherapy. Methods: We retrospectively collected clinical data from 201 cases of NSCLC patients receiving immune checkpoint inhibitor therapy. The clinical information included biochemical indicators like total cholesterol, triglycerides, high-density lipoprotein (HDL), and low-density lipoprotein (LDL). We utilized machine learning algorithms and Cox proportional hazards regression models to investigate independent predictors for both short-term and long-term efficacy of immunotherapy. Additionally, we concurrently developed a survival prediction model. Analyzing the Genes of Patients with Treatment Differences to Uncover Mechanisms. Results: Correlation analysis revealed a significant positive association between HDL and ORR, DCR, and PFS. T-test results indicated that the high-HDL group exhibited higher DCR (81.97% vs. 45.57%) and ORR (61.48% vs. 16.46%). Kruskal-Wallis test showed that the high-HDL group had a longer median PFS (11 months vs. 6 months). Utilizing six machine learning algorithms, we constructed models to predict disease relief and stability. The model built using the random forest algorithm demonstrated superior performance, with AUC values of 0.858 and 0.802. Furthermore, both univariate and multivariate Cox analyses identified HDL and LDL as independent risk factors for predicting PFS. In patients with poor immunotherapy response, there is upregulation of BCL2L11, AKT1, and LMNA expression. Conclusion: HDL and LDL are independent factors influencing the survival prognosis of NSCLC patients undergoing immune checkpoint inhibitor therapy. HDL is expected to become new biomarkers for predicting the immunotherapy efficacy in patients with NSCLC. In patients with poor immunotherapy response, upregulation of the LMNA gene leads to apoptosis resistance and abnormal lipid metabolism.

20.
Technol Cancer Res Treat ; 23: 15330338241282080, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39360506

RESUMEN

BACKGROUND: Abnormal mitochondrial pyruvate carrier 1 (MPC1) expression plays a key role in tumor metabolic reprogramming and progression. Understanding its significance in non-small cell lung cancer (NSCLC) is crucial for identifying therapeutic targets. METHODS: TIMER 2.0 was utilized to assess the expression of MPC1 in both normal and cancer tissues in pan-cancer. Overall survival (OS) differences between high and low MPC1 expression were analyzed in NSCLC using the Cancer Genome Atlas (TCGA) datasets. We also examined the expression of MPC1 in NSCLC cell lines using western blotting and quantitative reverse transcriptase polymerase chain reaction (qRT-PCR). In addition, the tissue samples and clinical information of 80 patients with NSCLC from our hospital were collected. Immunohistochemistry (IHC) was used to assess MPC1 expression, and OS was evaluated using Kaplan-Meier curves and the log-rank test. Univariate and multivariate Cox regression analyses were conducted to evaluate the prognostic values of the clinical characteristics and MPC1expression. RESULTS: Analysis of public databases suggested that MPC1 was downregulated in NSCLC compared to that in normal lung tissue and predicted poor prognosis. In addition, the expression of MPC1 in NSCLC cell lines was lower than that in human bronchial epithelial (HBE) cells at both protein and mRNA levels. Further clinical analysis suggested that MPC1 expression was correlated with age, tumor T stage, and TNM stage. Kaplan-Meier analysis revealed that NSCLC patients with high MPC1 expression had a better prognosis, particularly in lung adenocarcinoma (LUAD), whereas no survival benefit was observed in lung squamous cell carcinoma (LUSC). Univariate and multivariate analyses suggested that MPC1 was an independent prognostic factor for patients with NSCLC. CONCLUSIONS: MPC1 is poorly expressed in NSCLC, particularly in LUAD, which predicts a poor prognosis and may serve as an independent prognostic factor. Further studies on MPC1 may reveal new targets for the treatment of NSCLC.


Asunto(s)
Biomarcadores de Tumor , Carcinoma de Pulmón de Células no Pequeñas , Estimación de Kaplan-Meier , Neoplasias Pulmonares , Proteínas de Transporte de Membrana Mitocondrial , Transportadores de Ácidos Monocarboxílicos , Humanos , Carcinoma de Pulmón de Células no Pequeñas/genética , Carcinoma de Pulmón de Células no Pequeñas/metabolismo , Carcinoma de Pulmón de Células no Pequeñas/patología , Carcinoma de Pulmón de Células no Pequeñas/mortalidad , Transportadores de Ácidos Monocarboxílicos/genética , Transportadores de Ácidos Monocarboxílicos/metabolismo , Pronóstico , Biomarcadores de Tumor/genética , Biomarcadores de Tumor/metabolismo , Femenino , Masculino , Proteínas de Transporte de Membrana Mitocondrial/genética , Proteínas de Transporte de Membrana Mitocondrial/metabolismo , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/metabolismo , Neoplasias Pulmonares/patología , Neoplasias Pulmonares/mortalidad , Persona de Mediana Edad , Línea Celular Tumoral , Regulación Neoplásica de la Expresión Génica , Anciano , Inmunohistoquímica , Estadificación de Neoplasias
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