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1.
Ther Adv Respir Dis ; 18: 17534666241249168, 2024.
Article En | MEDLINE | ID: mdl-38757628

BACKGROUND: Invasive lung adenocarcinoma with MPP/SOL components has a poor prognosis and often shows a tendency to recurrence and metastasis. This poor prognosis may require adjustment of treatment strategies. Preoperative identification is essential for decision-making for subsequent treatment. OBJECTIVE: This study aimed to preoperatively predict the probability of MPP/SOL components in lung adenocarcinomas by a comprehensive model that includes radiomics features, clinical characteristics, and serum tumor biomarkers. DESIGN: A retrospective case control, diagnostic accuracy study. METHODS: This study retrospectively recruited 273 patients (males: females, 130: 143; mean age ± standard deviation, 63.29 ± 10.03 years; range 21-83 years) who underwent resection of invasive lung adenocarcinoma. Sixty-one patients (22.3%) were diagnosed with lung adenocarcinoma with MPP/SOL components. Radiomic features were extracted from CT before surgery. Clinical, radiomic, and combined models were developed using the logistic regression algorithm. The clinical and radiomic signatures were integrated into a nomogram. The diagnostic performance of the models was evaluated using the area under the curve (AUC). Studies were scored according to the Radiomics Quality Score and Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis or Diagnosis guidelines. RESULTS: The radiomics model achieved the best AUC values of 0.858 and 0.822 in the training and test cohort, respectively. Tumor size (T_size), solid tumor size (ST_size), consolidation-to-tumor ratio (CTR), years of smoking, CYFRA 21-1, and squamous cell carcinoma antigen were used to construct the clinical model. The clinical model achieved AUC values of 0.741 and 0.705 in the training and test cohort, respectively. The nomogram showed higher AUCs of 0.894 and 0.843 in the training and test cohort, respectively. CONCLUSION: This study has developed and validated a combined nomogram, a visual tool that integrates CT radiomics features with clinical indicators and serum tumor biomarkers. This innovative model facilitates the differentiation of micropapillary or solid components within lung adenocarcinoma and achieves a higher AUC, indicating superior predictive accuracy.


A new tool to predict aggressive lung cancer types before surgeryWe developed a tool to help doctors determine whether lung cancer is one of the more dangerous types, called micropapillary (MPP) or solid (SOL) patterns, before surgery. These patterns can be more harmful and spread quickly, so knowing they are there can help doctors plan the best treatment. We looked at the cases of 273 lung cancer patients who had surgery and found that 61 of them had these aggressive cancer types. To predict these patterns, we used a computer process known as logistic regression, analyzing CT scan details, health information, and blood tests for cancer markers. Based on CT scans, our tool was very good at predicting whether these patterns were present in two patient groups. However, predictions using only basic health information like the size of the tumor and whether the patient smoked needed to be more accurate. We found a way to make our predictions even better. Combining all information into one chart, known as a nomogram, significantly improved our ability to predict these dangerous cancer patterns. This combined chart could be a big help for doctors. It gives them a clearer picture of the cancer's aggressiveness before surgery, which can guide them to choose the best treatment options. This approach aims to offer a better understanding of the tumor, leading to more tailored and effective treatments for patients facing lung cancer.


Adenocarcinoma of Lung , Biomarkers, Tumor , Lung Neoplasms , Nomograms , Predictive Value of Tests , Humans , Female , Middle Aged , Male , Retrospective Studies , Aged , Lung Neoplasms/pathology , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/blood , Adenocarcinoma of Lung/blood , Adenocarcinoma of Lung/diagnostic imaging , Adenocarcinoma of Lung/pathology , Adenocarcinoma of Lung/diagnosis , Adult , Biomarkers, Tumor/blood , Aged, 80 and over , Young Adult , Tomography, X-Ray Computed , Keratin-19/blood , Adenocarcinoma, Papillary/blood , Adenocarcinoma, Papillary/pathology , Adenocarcinoma, Papillary/diagnostic imaging , Adenocarcinoma, Papillary/diagnosis , Neoplasm Invasiveness , Radiomics , Antigens, Neoplasm
2.
Sci Rep ; 14(1): 11217, 2024 05 16.
Article En | MEDLINE | ID: mdl-38755208

Our preliminary investigation has identified the potential of serum fucosylated extracellular vesicles (EVs) miR-4732-5p in the early diagnosis of lung adenocarcinoma (LUAD) by a fucose-captured strategy utilizing lentil lectin (LCA)-magnetic beads and subsequent screening of high throughput sequencing and validation of real-time quantitative polymerase chain reaction (RT-qPCR). Considering the relatively complicated procedure, expensive equipment, and stringent laboratory condition, we have constructed an electrochemical biosensor assay for the detection of miR-4732-5p. miR-4732-5p is extremely low in serum, down to the fM level, so it needs to be detected by highly sensitive electrochemical methods based on the Mg2+-dependent DNAzyme splitting nucleic acid lock (NAL) cycle and hybridization chain reaction (HCR) signal amplification. In this study, signal amplification is achieved through the dual amplification reactions using NAL cycle in combination with HCR. In addition, hybridized DNA strands bind to a large number of methylene blue (MB) molecules to enhance signaling. Based on the above strategy, we further enhance our signal amplification strategies to improve detection sensitivity and accuracy. The implementation of this assay proceeded as follows: initially, miR-4732-5p was combined with NAL, and then Mg2+-dependent DNAzyme splitted NAL to release auxiliary DNA (S1) strands, which were subsequently captured by the immobilized capture probe DNA (C1) strands on the electrode surface. Following this, abundant quantities of DNA1 (H1) and DNA2 (H2) tandems were generated by HCR, and S1 strands then hybridized with the H1 and H2 tandems through base complementary pairing. Finally, MB was bonded to the H1 and H2 tandems through π-π stacking interaction, leading to the generation of a signal current upon the detection of a potential capable of inducing a redox change of MB by the electrode. Furthermore, we evaluated the performance of our developed electrochemical biosensor assay. The results demonstrated that our assay is a reliable approach, characterized by its high sensitivity (with a detection limit of 2.6 × 10-17 M), excellent specificity, good accuracy, reproducibility, and stability. Additionally, it is cost-effective, requires simple operation, and is portable, making it suitable for the detection of serum fucosylated extracellular vesicles miR-4732-5p. Ultimately, this development has the potential to enhance the diagnostic efficiency for patients with early-stage LUAD.


Adenocarcinoma of Lung , Biosensing Techniques , Electrochemical Techniques , Extracellular Vesicles , Lung Neoplasms , MicroRNAs , Humans , MicroRNAs/genetics , MicroRNAs/blood , Biosensing Techniques/methods , Extracellular Vesicles/metabolism , Extracellular Vesicles/genetics , Adenocarcinoma of Lung/diagnosis , Adenocarcinoma of Lung/genetics , Adenocarcinoma of Lung/blood , Adenocarcinoma of Lung/metabolism , Lung Neoplasms/diagnosis , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Electrochemical Techniques/methods , Biomarkers, Tumor/genetics , Biomarkers, Tumor/blood , Early Detection of Cancer/methods , Female , Male , Middle Aged
3.
J Int Med Res ; 52(4): 3000605241245016, 2024 Apr.
Article En | MEDLINE | ID: mdl-38661098

OBJECTIVE: To assess the ability of markers of inflammation to identify the solid or micropapillary components of stage IA lung adenocarcinoma and their effects on prognosis. METHODS: We performed a retrospective study of clinicopathologic data from 654 patients with stage IA lung adenocarcinoma collected between 2013 and 2019. Logistic regression analysis was used to identify independent predictors of these components, and we also evaluated the relationship between markers of inflammation and recurrence. RESULTS: Micropapillary-positive participants had high preoperative neutrophil-to-lymphocyte ratios. There were no significant differences in the levels of markers of systemic inflammation between the participants with or without a solid component. Multivariate analysis showed that preoperative neutrophil-to-lymphocyte ratio (odds ratio [OR] = 2.094; 95% confidence interval [CI], 1.668-2.628), tumor size (OR = 1.386; 95% CI, 1.044-1.842), and carcinoembryonic antigen concentration (OR = 1.067; 95% CI, 1.017-1.119) were independent predictors of a micropapillary component. There were no significant correlations between markers of systemic inflammation and the recurrence of stage IA lung adenocarcinoma. CONCLUSIONS: Preoperative neutrophil-to-lymphocyte ratio independently predicts a micropapillary component of stage IA lung adenocarcinoma. Therefore, the potential use of preoperative neutrophil-to-lymphocyte ratio in the optimization of surgical strategies for the treatment of stage IA lung adenocarcinoma should be further studied.


Adenocarcinoma of Lung , Lung Neoplasms , Lymphocytes , Neoplasm Staging , Neutrophils , Humans , Neutrophils/pathology , Male , Female , Adenocarcinoma of Lung/surgery , Adenocarcinoma of Lung/pathology , Adenocarcinoma of Lung/blood , Adenocarcinoma of Lung/diagnosis , Middle Aged , Lung Neoplasms/surgery , Lung Neoplasms/blood , Lung Neoplasms/pathology , Lung Neoplasms/diagnosis , Aged , Lymphocytes/pathology , Retrospective Studies , Prognosis , Neoplasm Recurrence, Local/pathology , Neoplasm Recurrence, Local/blood , Lymphocyte Count , Biomarkers, Tumor/blood , Preoperative Period , Adult
4.
PeerJ ; 12: e16845, 2024.
Article En | MEDLINE | ID: mdl-38304191

Objective: DJ-1 is an oncoprotein secreted by cancer cells. However, the physiological and pathological significance of DJ-1 secretion is not clearly understood. This study investigated the clinical value of serum DJ-1 in lung adenocarcinoma (LUAD). Methods: The study involved 224 LUAD patients, 110 patients with benign pulmonary disease and 100 healthy controls from the First Affiliated Hospital of Nanjing Medical University. We detected the expression of DJ-1 in lung cell lines in vitro. Meanwhile, serum concentrations of DJ-1, carcinoembryonic antigen (CEA), neuron-specific enolase (NSE), and cytokeratin 19 fragment (CYFRA21-1) were measured. The diagnostic performance of LUAD was obtained using receiver operating characteristic (ROC) curves. Kaplan-Meier, univariate and multivariate Cox regression analyses were performed for progression-free survival (PFS). Results: DJ-1 was highly expressed in LUAD cell lines. Serum DJ-1 levels were significantly higher in the LUAD group compared to the benign pulmonary disease group (5.04 vs. 3.66 ng/mL, P < 0.001) and healthy controls (5.04 vs. 3.51 ng/mL, P < 0.001). DJ-1 levels were associated with gender (P = 0.002), smoking history (P = 0.042) and lymph node metastasis (P = 0.040). ROC curve analysis of DJ-1 revealed an area under the curve (AUC) of 0.758 (95% CI [0.714-0.803], P < 0.001) with a sensitivity of 63.8% and specificity of 78.6% at a cutoff value of 4.62 ng/mL for the detection of LUAD. Univariate and multivariate analyses confirmed that the preoperative serum DJ-1 level, tumor stage and smoking history were independent prognostic factors of PFS. Conclusion: Our study is the first to explore the clinical value of serum DJ-1 in LUAD comprehensively. Serum DJ-1 could be a potential diagnostic and prognostic biomarker for LUAD.


Adenocarcinoma of Lung , Biomarkers, Tumor , Lung Neoplasms , Protein Deglycase DJ-1 , Humans , Adenocarcinoma of Lung/blood , Adenocarcinoma of Lung/diagnosis , Antigens, Neoplasm/blood , Biomarkers, Tumor/blood , Keratin-19/blood , Lung Neoplasms/blood , Lung Neoplasms/diagnosis , Protein Deglycase DJ-1/blood
5.
Nat Commun ; 14(1): 2339, 2023 04 24.
Article En | MEDLINE | ID: mdl-37095081

Differential diagnosis of pulmonary nodules detected by computed tomography (CT) remains a challenge in clinical practice. Here, we characterize the global metabolomes of 480 serum samples including healthy controls, benign pulmonary nodules, and stage I lung adenocarcinoma. The adenocarcinoma demonstrates a distinct metabolomic signature, whereas benign nodules and healthy controls share major similarities in metabolomic profiles. A panel of 27 metabolites is identified in the discovery cohort (n = 306) to distinguish between benign and malignant nodules. The discriminant model achieves an AUC of 0.915 and 0.945 in the internal validation (n = 104) and external validation cohort (n = 111), respectively. Pathway analysis reveals elevation in glycolytic metabolites associated with decreased tryptophan in serum of lung adenocarcinoma vs benign nodules and healthy controls, and demonstrates that uptake of tryptophan promotes glycolysis in lung cancer cells. Our study highlights the value of the serum metabolite biomarkers in risk assessment of pulmonary nodules detected by CT screening.


Adenocarcinoma of Lung , Biomarkers , Lung Neoplasms , Serum , Humans , Serum/chemistry , Adenocarcinoma of Lung/blood , Adenocarcinoma of Lung/diagnosis , Lung Diseases/blood , Lung Diseases/diagnosis , Diagnosis, Differential , Lung Neoplasms/blood , Lung Neoplasms/diagnosis , Metabolomics/methods , Biomarkers/blood , Tomography, X-Ray Computed , Tryptophan/metabolism , Glycolysis
6.
J Clin Lab Anal ; 36(6): e24425, 2022 Jun.
Article En | MEDLINE | ID: mdl-35441736

BACKGROUND: Extrachromosomal circular DNAs (eccDNAs) increase the number of proto-oncogenes by enhancing oncogene expression to promote tumorigenesis. However, there are limited reports on differential eccDNA expression and analysis in lung cancer, especially in lung adenocarcinoma (LAD). METHODS: Three LAD and three corresponding NT tissues samples were used for eccDNA next-generation sequencing analysis, and an additional 20 were used for quantitative PCR (qPCR) evaluations. We further performed qPCR amplification using serum samples from LAD patients and healthy medical examiners. RESULTS: eccDNAs from LAD samples were mainly 200-1000 bp in length. Gene annotation analysis revealed that most eccDNAs were derived from chromosomes 1 and 2. The top-ten increased and top-ten decreased eccDNAs in LAD tissues were CircD-ARPC1B, CircD-ARPC1A, CircD-FAM49B, CircD-SDK1, CircD-KCNG1, CircD-POLR2F, CircD-SS18L1, CircD-SLC16A3, CircD-CSNK1D, CircD-KCTD1, and CircD-TMIGD2, CircD-PDIA5, CircD-VAV2, CircD-GATAD2A, CircD-CAB39L, CircD-KHDC1, CircD-FOXN3, CircD-SULT2B1, CircD-DPP9, and CircD-CSNK1D. qPCR demonstrated that the expression of CircD-DZRN3 was higher in LAD tissues than in normal lung tissues, whereas CircD-LGR6 and CircD-UMODL1 expression levels were lower in LAD than in normal lung tissues. Furthermore, the serum CircD-PDZRN3 level increased, while CircD-LGR6 decreased in LAD. Receiver operating characteristic (ROC) analysis showed that area under curve (AUC) of serum CircD-PDZRN3 (0.991), CircD-LGR6 (0.916) was higher than that of serum carcinoembryonic antigen (CEA) (0.825), CY211 (cytokeratin 19 fragment) (0.842), SCCA(squamous cell carcinoma antigen) (0.857) for the diagnosis of LAD. CONCLUSIONS: Our study first showed that several eccDNAs were aberrantly expressed in LAD, among which CircD-PDZRN3 and CircD-LGR6 clearly distinguished LAD patients from healthy controls, indicating their potential as biomarkers.


Adenocarcinoma of Lung , DNA, Circular , Lung Neoplasms , Receptors, G-Protein-Coupled , Ubiquitin-Protein Ligases , Adenocarcinoma of Lung/blood , Adenocarcinoma of Lung/genetics , Antigens, Neoplasm , Apoptosis Regulatory Proteins/genetics , Biomarkers, Tumor/genetics , Co-Repressor Proteins/genetics , DNA/blood , DNA/genetics , DNA, Circular/blood , DNA, Circular/genetics , Humans , Lung Neoplasms/blood , Lung Neoplasms/genetics , Receptors, G-Protein-Coupled/blood , Receptors, G-Protein-Coupled/genetics , Ubiquitin-Protein Ligases/blood , Ubiquitin-Protein Ligases/genetics
7.
Int J Oncol ; 60(4)2022 Apr.
Article En | MEDLINE | ID: mdl-35211754

Transmembrane serine protease 2 (TMPRSS2) has been intensively investigated during the current Sars­CoV­2 pandemic as a virus activating protease. Furthermore, TMPRSS2 is an oncogenic gene associated with several cancer entities. Co­expression of TMPRSS2 and serpin family A member 1 (SERPINA1) (encoding alpha­1­antitrypsin; AAT) has been reported in the human lung. Recently, AAT was identified as a novel TMPRSS2 inhibitor. We previously reported that lower SERPINA1 expression in tumor tissues and higher levels of plasma AAT are associated with worse survival of patients with non­small cell lung cancer (NSCLC). In the present study, we sought to examine TMPRSS2 and SERPINA1/AAT expression in tumor and adjacent lung tissues from 347 NSCLC patients. Based on clinical data and gene expression analysis, we performed Cox regression for the survival analysis, and correlated TMPRSS2 and AAT protein levels in tissue samples by immunohistochemical and western blot analyses. We found that lower TMPRSS2 expression in tumor compared to adjacent non­tumor tissues is linked to a poor overall survival in patients with adenocarcinoma (ADC) and those who are current smokers. IHC staining of TMPRSS2 validated our findings in regard to overall survival while we did not observe a correlation with AAT staining. Based on western blot analyses, we found only a slight negative correlation between full­length TMPRSS2 and AAT in non­tumor tissues, which seems to be related to smoking status. Taken together, we demonstrated that TMPRSS2 is a prognostic factor in patients with lung ADC; however, a link between AAT and TMPRSS2 proteins warrants further investigation.


Adenocarcinoma of Lung/diagnosis , Prognosis , Serine Endopeptidases/analysis , Adenocarcinoma of Lung/blood , Adenocarcinoma of Lung/genetics , Biomarkers, Tumor/analysis , Biomarkers, Tumor/blood , Cell Line, Tumor , Humans , Serine Endopeptidases/blood
9.
Int J Cancer ; 150(1): 47-55, 2022 01 01.
Article En | MEDLINE | ID: mdl-34449869

Chronic inflammation has been associated with the development of lung cancer. In this study, we examined the association between C-reactive protein (CRP) and lung cancer in a prospective cohort study and used Mendelian randomization (MR) to clarify the causality. We included 420 977 participants from the UK Biobank (UKB) in the analyses; 1892 thereof were diagnosed with lung cancer during the follow-up. Hazards ratios (HRs) of CRP concentrations were estimated by Cox proportional hazard models and two approaches of MR analysis were performed. Besides, we added CRP concentrations to epidemiological model of lung cancer to evaluate its prediagnostic role through time-dependent receiver operating characteristic curve analysis. Elevated CRP levels were associated with a 22% increased lung cancer risk per 1 SD increase (HR = 1.22, 95% confidence interval [CI] = 1.18-1.26). Positive associations were observed in small cell lung cancer (HR = 1.21, 95% CI = 1.10-1.33), lung adenocarcinoma (HR = 1.17, 95% CI = 1.11-1.23) and lung squamous cell carcinoma (HR = 1.22, 95% CI = 1.14-1.31). No genetical association of circulating CRP levels and lung cancer risk was observed in MR analysis. When added to a risk model of lung cancer, CRP improved the performance of model as long as 8 years among current smokers (basic model: C-statistic = 0.78 [95% CI = 0.75-0.80]; CRP model: C-statistic = 0.79 [95% CI = 0.76-0.81]; Pnonadjusted  = .003, Padjusted  = .014). Our results did not support the causal association of circulating CRP with lung cancer risk. However, circulating CRP could be a prediagnostic marker of lung cancer as long as 8 years in advance for current smokers.


Adenocarcinoma of Lung/epidemiology , Biomarkers, Tumor/blood , C-Reactive Protein/analysis , Carcinoma, Non-Small-Cell Lung/epidemiology , Carcinoma, Squamous Cell/epidemiology , Small Cell Lung Carcinoma/epidemiology , Adenocarcinoma of Lung/blood , Adenocarcinoma of Lung/genetics , Biological Specimen Banks , Carcinoma, Non-Small-Cell Lung/blood , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Squamous Cell/blood , Carcinoma, Squamous Cell/genetics , Female , Follow-Up Studies , Humans , Male , Mendelian Randomization Analysis , Middle Aged , Polymorphism, Single Nucleotide , Prognosis , Prospective Studies , Small Cell Lung Carcinoma/blood , Small Cell Lung Carcinoma/genetics , United Kingdom/epidemiology
10.
Cancer Sci ; 113(2): 648-659, 2022 Feb.
Article En | MEDLINE | ID: mdl-34837453

At present, there is no effective noninvasive method for the accurate diagnosis of early-stage lung adenocarcinoma (LUAD). This study examined the profile of plasma extracellular vesicle (EV)-delivered microRNAs (miRNAs) in patients with invasive stage I LUAD. In this study, a total of 460 participants were enrolled, including 254 patients with LUAD, 76 patients with benign pulmonary nodules (BPNs), and 130 healthy control patients (HCs). miRNA sequencing was used to analyze the EV miRNA profile of the patient plasma samples (n = 150). A diagnostic signature (d-signature) was identified by applying a stepwise logistic regression algorithm, and a single-center training cohort (n = 150) was tested, followed by a multicenter validation cohort (n = 100). A d-signature comprising four EV-derived miRNAs (hsa-miR-106b-3p, hsa-miR-125a-5p, hsa-miR-3615, and hsa-miR-450b-5p) was developed for the early detection of LUAD. The d-signature had high precision with area under the curve (AUC) values of 0.917 and 0.902 in the training and test cohorts, respectively. Moreover, the d-signature could recognize patients with adenocarcinoma in situ (AIS) and minimally invasive adenocarcinoma (MIA) with AUC values of 0.846 and 0.92, respectively. To sum up, our study detailed the plasma EV-derived miRNA profile in early LUAD patients and developed an EV-derived miRNA d-signature to detect early LUAD.


Adenocarcinoma of Lung/diagnosis , Extracellular Vesicles/genetics , Lung Neoplasms/diagnosis , MicroRNAs/genetics , Adenocarcinoma of Lung/blood , Adenocarcinoma of Lung/genetics , Adenocarcinoma of Lung/pathology , Adult , Biomarkers, Tumor/blood , Biomarkers, Tumor/genetics , Diagnosis, Differential , Female , Humans , Lung Neoplasms/blood , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Male , MicroRNAs/blood , Middle Aged , Neoplasm Staging , Prospective Studies , Reproducibility of Results , Sensitivity and Specificity
11.
Mol Cancer Res ; 20(1): 139-149, 2022 01.
Article En | MEDLINE | ID: mdl-34635508

Lung adenocarcinoma (ADC) and squamous cell carcinoma (SCC) are two most common subtypes of lung cancer. Here, to identify new, targetable molecular properties of both subtypes, we monitored changes in the levels of heme- and oxidative phosphorylation (OXPHOS)-related proteins during lung tumorigenesis. Heme is a central molecule for oxidative metabolism and ATP generation via OXPHOS. Notably, both lung ADC and SCC tumors can be induced in the genetically engineered KLLuc mouse model harboring the G12D Kras mutation and a conditional Lkb1 knockout. We found that the levels of the rate-limiting heme synthesis enzyme ALAS1 and uptake protein SLC48A1, along with OXPHOS complex subunits, progressively increased as lung tumorigenesis advanced. Our data demonstrated that elevated levels of heme- and OXPHOS-related proteins were associated with both ADC and SCC. Importantly, treatment of KLLuc mice with a heme-sequestering protein, HeSP2, that inhibits heme uptake in tumor cells effectively arrested lung tumor progression, and both ADC and SCC tumors were strongly suppressed. Additionally, HeSP2 effectively suppressed the growth of both SCC and ADC tumor xenografts in NOD/SCID mice. Further analyses indicated that HeSP2 effectively diminished OXPHOS in both ADC and SCC, reduced angiogenesis, alleviated tumor hypoxia, and suppressed cell proliferation. These results show that the advancing of lung tumorigenesis requires progressive increase in cellular heme synthesis and uptake, leading to intensified OXPHOS activity and ATP generation and promoting aggressive tumorigenic functions. IMPLICATIONS: Heme sequestration is an effective strategy for the suppression of both ADC and SCC tumor initiation and development.


Adenocarcinoma of Lung/blood , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Squamous Cell/blood , Heme/metabolism , Lung Neoplasms/blood , Animals , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor , Cell Proliferation , Disease Models, Animal , Disease Progression , Humans , Mice , Mice, Inbred NOD , Mice, SCID
12.
J Cancer Res Ther ; 17(6): 1389-1396, 2021.
Article En | MEDLINE | ID: mdl-34916369

BACKGROUND: Lung carcinoma accounts to the most common cause of cancer globally. Optimal management of nonsmall cell lung carcinoma (NSCLC) requires prognostic biomarkers that help in targeted therapy and identification of tumor subsets with a distinctive molecular profile that can foretell response to therapy. Quantitative analysis of circulating cell-free DNA is considered as a possible aid for lung cancer screening. AIMS AND OBJECTIVES: The main aim of our study was detection of the clinicopathological spectrum of NSCLC, immunohistochemical (IHC) study of lung adenocarcinoma with epidermal growth factor receptor (EGFR), anaplastic lymphoma kinase (ALK), and molecular expression of EGFR mutation using Formalin fixed paraffin embedded tissue (FFPE) and cell-free DNA (cfDNA) from blood samples. MATERIALS AND METHODS: It was a prospective and observational study conducted in the Department of Pathology in association with the Department of Chest Medicine in a tertiary care hospital for 18 months, done on 50 patients. Histological subtyping of lung carcinomas was done, followed by IHC analysis using P40, thyroid transcription factor (TTF1), EGFR, and ALK. Molecular analysis for EGFR mutation was done using FFPE and cfDNA from the patient's blood samples. RESULTS AND ANALYSIS: On histological subtyping, majority (66%) of the cases were found to be adenocarcinoma. All adenocarcinoma (66%) cases show TTF1 positivity and all squamous cell carcinoma (32%) cases show P40 positivity. All the ALK-positive (6%) cases were never smokers and histologically diagnosed as adenocarcinoma. About 58% of the NSCLC cases were found to be EGFR IHC positive. Formalin-fixed paraffin tissue (FFPE) showed EGFR mutation in 32% cases, of which majority were deletion (19, 28%) and rest (4%) of the cases involving mutation in exon 21. From cfDNA, mutations were noticed in 16% of the cases where majority involved deletion 19 (12%), whereas the rest of the cases were positive for missense mutation in exon 21 of the EGFR gene (2%) and compound heterozygous mutation involving deletion 19 and missense mutation for exon 21 (2%). On correlation of EGFR mutation studies from FFPE with that of cfDNA analysis, the study was statistically significant (P = 0.000). CONCLUSION: This study reports clinicopathological, immunochemical, and molecular analysis of EGFR among NSCLC cases. EGFR mutation detection from cfDNA has its advantage of being a noninvasive technique to avoid rebiopsy in cases of the progressive disease to detect resistance to a drug and emergence of a newer mutation. Mutation detection from FFPE samples still remains the gold standard for targeted therapy using EGFR tyrosine kinase inhibitors. ALK rearrangement detection using IHC serves as an adjunct to EGFR diagnosis.


Adenocarcinoma of Lung/pathology , Biomarkers, Tumor/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Squamous Cell/pathology , Cell-Free Nucleic Acids/genetics , Lung Neoplasms/pathology , Tertiary Care Centers/statistics & numerical data , Adenocarcinoma of Lung/blood , Adenocarcinoma of Lung/genetics , Adult , Aged , Biomarkers, Tumor/blood , Carcinoma, Non-Small-Cell Lung/blood , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Squamous Cell/blood , Carcinoma, Squamous Cell/genetics , Cell-Free Nucleic Acids/blood , ErbB Receptors/genetics , Female , Follow-Up Studies , Humans , Lung Neoplasms/blood , Lung Neoplasms/genetics , Male , Middle Aged , Mutation , Prognosis , Prospective Studies
13.
Anticancer Res ; 41(10): 5117-5122, 2021 Oct.
Article En | MEDLINE | ID: mdl-34593462

AIM: The aim of this study was to evaluate the utility of selected tumor markers for the detection of lung cancer recurrence during follow-up. PATIENTS AND METHODS: The study group consisted of 109 patients and 109 healthy controls. The following biomarkers were selected: Carcinoembryonic antigen; cytokeratin fragment 19; neuron-specific enolase; tissue polypeptide-specific antigen; cytokeratin fragments 8, 18 and 19; insulin-like growth factor 1; pro-gastrin-releasing peptide; and 25-hydroxyvitamin D. The biomarkers were assessed individually or using a multivariate analysis. RESULTS: Carcinoembryonic antigen [area under the receiver operating characteristics curve (AUC)=0.6857, p<0.0001] and cytokeratin fragment 19 (AUC=0.6882, p<0.0001) proved best in detecting relapse. The multivariate model indicated insulin-like growth factor 1 (p=0.0006, AUC=0.6225) as the third most useful biomarker. The multivariate model using these three markers achieved the best AUC value of 0.7730 (p=0.0050). CONCLUSION: We demonstrated that carcinoembryonic antigen and cytokeratin fragment 19 play a key role in the detection of lung cancer recurrence. A multivariate approach can increase the effectiveness of detection.


Adenocarcinoma of Lung/pathology , Biomarkers, Tumor/blood , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Squamous Cell/pathology , Lung Neoplasms/pathology , Pneumonectomy/mortality , Adenocarcinoma of Lung/blood , Adenocarcinoma of Lung/surgery , Adult , Aged , Aged, 80 and over , Carcinoma, Non-Small-Cell Lung/blood , Carcinoma, Non-Small-Cell Lung/surgery , Carcinoma, Squamous Cell/blood , Carcinoma, Squamous Cell/surgery , Female , Follow-Up Studies , Humans , Lung Neoplasms/blood , Lung Neoplasms/surgery , Male , Middle Aged , Prognosis , Prospective Studies , Survival Rate
14.
Medicine (Baltimore) ; 100(35): e27100, 2021 Sep 03.
Article En | MEDLINE | ID: mdl-34477147

ABSTRACT: The aim of this study was to retrospectively analyze 18F-FDG positron emission tomography/computed tomography (18F-FDG PET/CT) metabolic variables, programmed death-ligand 1 (PD-L1) and phosphorylated signal transducer and activator of transcription 3 (p-STAT3) tumor expression, and other factors as predictors of disease-free survival (DFS) in patients with lung adenocarcinoma (LUAD) (stage IA-IIIA) who underwent surgical resection. We still lack predictor of immune checkpoint (programmed cell death-1 [PD-1]/PD-L1) inhibitors. Herein, we investigated the correlation between metabolic parameters from 18F-FDG PET/CT and PD-L1 expression in patients with surgically resected LUAD.Seventy-four patients who underwent 18F-FDG PET/CT prior to treatment were consecutively enrolled. The main 18F-FDG PET/CT-derived variables were primary tumor maximum standardized uptake value (SUVmax), metabolic tumor volume (MTV), and total lesion glycolysis (TLG). Surgical tumor specimens were analyzed for PD-L1 and p-STAT3 expression using immunohistochemistry. Correlations between immunohistochemistry results and 18F-FDG PET/CT-derived variables were compared. Associations of PD-L1 and p-STAT3 tumor expression, 18F-FDG PET/CT-derived variables, and other factors with DFS in resected LUAD were evaluated.All tumors were FDG-avid. The cutoff values of low and high SUVmax, MTV, and TLG were 12.60, 14.87, and 90.85, respectively. The results indicated that TNM stage, PD-L1 positivity, and high 18F-FDG PET/CT metabolic volume parameters (TLG ≥90.85 or MTV ≥14.87) were independent predictors of worse DFS in resected LUAD. No 18F-FDG metabolic parameters associated with PD-L1 expression were observed (chi-square test), but we found that patients with positive PD-L1 expression have significantly higher SUVmax (P = .01), MTV (P = .00), and TLG (P = .00) than patients with negative PD-L1 expression.18F-FDG PET/CT metabolic volume parameters (TLG ≥90.85 or MTV ≥14.87) were more helpful in prognostication than the conventional parameter (SUVmax), PD-L1 expression was an independent predictor of DFS in patients with resected LUAD. Metabolic parameters on 18F-FDG PET/CT have a potential role for 18F-FDG PET/CT in selecting candidate LUAD for treatment with checkpoint inhibitors.


Adenocarcinoma of Lung/surgery , B7-H1 Antigen/analysis , Fluorine Radioisotopes/pharmacology , Fluorine Radioisotopes/pharmacokinetics , Adenocarcinoma of Lung/blood , Adult , Aged , Aged, 80 and over , B7-H1 Antigen/blood , Female , Fluorine Radioisotopes/therapeutic use , Humans , Lung/diagnostic imaging , Lung/surgery , Male , Middle Aged , Positron Emission Tomography Computed Tomography/methods , Prognosis , Retrospective Studies
15.
Mod Pathol ; 34(12): 2168-2174, 2021 12.
Article En | MEDLINE | ID: mdl-34362997

Screening for therapeutic targets is standard of care in the management of advanced non-small cell lung cancer. However, most molecular assays utilize tumor tissue, which may not always be available. "Liquid biopsies" are plasma-based next generation sequencing (NGS) assays that use circulating tumor DNA to identify relevant targets. To compare the sensitivity, specificity, and accuracy of a plasma-based NGS assay to solid-tumor-based NGS we retrospectively analyzed sequencing results of 100 sequential patients with lung adenocarcinoma at our institution who had received concurrent testing with both a solid-tissue-based NGS assay and a commercially available plasma-based NGS assay. Patients represented both new diagnoses (79%) and disease progression on treatment (21%); the majority (83%) had stage IV disease. Tissue-NGS identified 74 clinically relevant mutations, including 52 therapeutic targets, a sensitivity of 94.8%, while plasma-NGS identified 41 clinically relevant mutations, a sensitivity of 52.6% (p < 0.001). Tissue-NGS showed significantly higher sensitivity and accuracy across multiple patient subgroups, both in newly diagnosed and treated patients, as well as in metastatic and nonmetastatic disease. Discrepant cases involved hotspot mutations and actionable fusions including those in EGFR, ALK, and NTRK1. In summary, tissue-NGS detects significantly more clinically relevant alterations and therapeutic targets compared to plasma-NGS, suggesting that tissue-NGS should be the preferred method for molecular testing of lung adenocarcinoma when tissue is available. Plasma-NGS can still play an important role when tissue testing is not possible. However, given its low sensitivity, a negative result should be confirmed with a tissue-based assay.


Adenocarcinoma of Lung/genetics , Biomarkers, Tumor/genetics , Circulating Tumor DNA/genetics , DNA Mutational Analysis , Gene Rearrangement , Lung Neoplasms/genetics , Mutation , Adenocarcinoma of Lung/blood , Adenocarcinoma of Lung/pathology , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/blood , Circulating Tumor DNA/blood , Female , Genetic Predisposition to Disease , High-Throughput Nucleotide Sequencing , Humans , Liquid Biopsy , Lung Neoplasms/blood , Lung Neoplasms/pathology , Male , Middle Aged , Phenotype , Predictive Value of Tests , Reproducibility of Results , Retrospective Studies
16.
Int Immunopharmacol ; 100: 108087, 2021 Nov.
Article En | MEDLINE | ID: mdl-34464888

Cytochromes P450 (CYPs) are a large superfamily of heme-containing enzymes that are essential for the metabolism of a variety of endogenous and xenobiotic compounds. The role and the possible diagnostic or prognostic value of the occurrence of anti-CYP autoantibodies (aAbs) in cancer patients are essentially unclear. Recently we reported the monitoring of aAbs against CYP4Z1 and CYP19A1 in breast cancer patients and healthy controls. In the present study, we extended this investigation by screening the sera of 47 lung cancer patients (17 female and 30 male; age range 49-84) and 119 healthy controls (60 female and 59 male; age range 21-72) for the presence of aAbs directed against CYP2D6, CYP4Z1, or CYP17A1, respectively. Determination of anti-CYP aAb levels was done using our previously established ELISA method. Most sera gave low signals while a small fraction showed stronger responses; however, there were no statistically significant differences between the different test groups. Also, there was no significant difference in aAb signals between the various subtypes of lung cancer. Unexpectedly, sera from two female lung cancer patients (age 67 (adenocarcinoma) and 70 (small cell carcinoma)) and from four healthy controls (one female and three male; age range 34-48) showed significantly elevated signals for more than one of the three CYPs tested. These findings corroborate earlier reports that anti-CYP aAbs occur with low frequency in the general population and, moreover, suggest that the simultaneous presence of multiple aAbs targeting different CYPs should be taken into consideration when evaluating anti-CYP aAbs as biomarkers.


Adenocarcinoma of Lung/immunology , Autoantibodies/blood , Biomarkers, Tumor/blood , Cytochrome P-450 Enzyme System/immunology , Lung Neoplasms/immunology , Small Cell Lung Carcinoma/immunology , Adenocarcinoma of Lung/blood , Adenocarcinoma of Lung/enzymology , Adenocarcinoma of Lung/pathology , Adult , Aged , Aged, 80 and over , Case-Control Studies , Cytochrome P-450 CYP2D6/immunology , Cytochrome P450 Family 4/immunology , Enzyme-Linked Immunosorbent Assay , Female , Humans , Lung Neoplasms/blood , Lung Neoplasms/enzymology , Lung Neoplasms/pathology , Male , Middle Aged , Predictive Value of Tests , Small Cell Lung Carcinoma/blood , Small Cell Lung Carcinoma/enzymology , Small Cell Lung Carcinoma/pathology , Steroid 17-alpha-Hydroxylase/immunology , Up-Regulation , Young Adult
17.
Asian Pac J Cancer Prev ; 22(8): 2569-2576, 2021 Aug 01.
Article En | MEDLINE | ID: mdl-34452572

BACKGROUND: Reliable blood markers for aiding lung cancer (LC) diagnosis and differentiating LC from tuberculosis are lacking in India. METHODOLOGY: In this single-centre, cross-sectional, real-world study, serum levels of 5 TMs (CEA, CYFRA 21-1, SCC, ProGRP, NSE) were measured from consented patients with suspicious lung nodules who were candidates for biopsy, and also from healthy controls. TM level measurement was done through electrochemiluminescent immunoassay, followed by histological diagnosis on the biopsied specimen. Using package insert cut-offs, sensitivity and specificity of the 5 TMs were evaluated individually and in combination. Using receiver operating characteristic (ROC) curves of individual TMs, the ability of CEA, CYFRA 21-1, and ProGRP taken together was evaluated for its ability to differentiate LC from no-LC. RESULTS: Out of 178 subjects, 160 had LC (147 NSCLC; 13 SCLC). NSCLC patients had higher median values of CYFRA 21-1 and SCC; SCLC patients had higher median values of CEA, NSE, and ProGRP. Adenocarcinoma-NSCLC patients had higher median values of CEA, CYFRA 21-1, NSE, and ProGRP; squamous-NSCLC patients had higher median value of SCC. For differentiating LC from no-LC, the combination of all 5 TMs (sensitivity:97.5%, specificity:33.3%) and combination of CEA, CYFRA 21-1 and ProGRP (sensitivity:91.3%, specificity:88.9%) were found suitable. CONCLUSION: Combination of all 5 TMs, and combination of CEA, CYFRA 21-1, and ProGRP represents an easy and non-invasive method for aid in LC diagnosis that does not require technical expertise. TM evaluation can also supplement histological diagnosis of LC. 
.


Adenocarcinoma of Lung/diagnosis , Biomarkers, Tumor/blood , Carcinoma, Non-Small-Cell Lung/diagnosis , Carcinoma, Squamous Cell/diagnosis , Lung Neoplasms/diagnosis , Small Cell Lung Carcinoma/diagnosis , Adenocarcinoma of Lung/blood , Adenocarcinoma of Lung/epidemiology , Aged , Carcinoma, Non-Small-Cell Lung/blood , Carcinoma, Non-Small-Cell Lung/epidemiology , Carcinoma, Squamous Cell/blood , Carcinoma, Squamous Cell/epidemiology , Cross-Sectional Studies , Female , Follow-Up Studies , Humans , India/epidemiology , Lung Neoplasms/blood , Lung Neoplasms/epidemiology , Male , Middle Aged , Prognosis , ROC Curve , Small Cell Lung Carcinoma/blood , Small Cell Lung Carcinoma/epidemiology
18.
Sci Rep ; 11(1): 14616, 2021 07 16.
Article En | MEDLINE | ID: mdl-34272441

Lung cancer continues to be the leading cause for cancer-related deaths in men and women worldwide. Sufficient screening tools enabling early diagnosis are essential to improve patient outcomes. The aim of this study was to evaluate serum midkine (S-MK) both as a diagnostic and prognostic biomarker in non-small cell lung cancer (NSCLC). This single-center analysis included 59 NSCLC patients counting 30 squamous cell cancers and 29 adenocarcinomas. Preoperative S-MK concentration was determined using ELISA. Patients were followed up to five years. S-MK was found to be significantly overexpressed in patients with NSCLC compared to healthy controls (p < 0.001). The discriminative power of S-MK to differentiate NSCLC subjects from controls was fairly high with an area under the receiver operating characteristic curve of 0.83 (p < 0.001). Optimal sensitivity of 92% and reasonable specificity of 68% was reached at a threshold of 416 pg/ml S-MK. Patients with high S-MK concentration showed a significantly shorter overall survival compared to patients with low S-MK expression (p < 0.05). In conclusion, S-MK is overexpressed in patients with NSCLC and serves as an independent prognostic factor for overall survival. S-MK may thus be considered as an additional non-invasive biomarker not only for NSCLC screening but also for outcome prediction.


Biomarkers, Tumor/blood , Carcinoma, Non-Small-Cell Lung/blood , Carcinoma, Non-Small-Cell Lung/diagnosis , Lung Neoplasms/blood , Lung Neoplasms/diagnosis , Midkine/blood , Adenocarcinoma of Lung/blood , Adult , Aged , Aged, 80 and over , Female , Follow-Up Studies , Humans , Male , Middle Aged , Neoplasms, Squamous Cell/blood , Prognosis , ROC Curve , Survival Analysis
19.
Biosci Rep ; 41(8)2021 08 27.
Article En | MEDLINE | ID: mdl-34286335

BACKGROUND: Increased serum neuron-specific enolase (NSE) level was found in a substantial proportion (30-69%) of patients with non-small-cell lung cancer (NSCLC), but little was known about the clinical properties of NSE in NSCLC. OBJECTIVE: We aimed to assess the level of serum NSE to predict prognosis and treatment response in patients with advanced or metastatic non-neuroendocrine NSCLC. METHODS: We retrospectively analyzed 363 patients with advanced and metastatic NSCLC between January 2011 and October 2016. The serum NSE level was measured before initiation of treatment. RESULTS: Patients with high NSE level (≥26.1 ng/ml) showed significantly shorter progression-free survival (PFS) (5.69 vs 8.09 months; P=0.02) and significantly shorter overall survival (OS) than patients with low NSE level (11.41 vs 24.31 months; P=0.01). NSE level was an independent prognostic factor for short PFS (univariate analysis, hazard ratio [HR] = 2.40 (1.71-3.38), P<0.001; multivariate analysis, [HR] = 1.81 (1.28-2.56), P=0.001) and OS (univariate analysis, [HR] = 2.40 (1.71-3.37), P<0.001; multivariate analysis, [HR] = 1.76 (1.24-2.50), P=0.002). CONCLUSION: The survival of NSCLC patients with high serum NSE level was shorter than that of NSCLC patients with low serum NSE levels. Serum NSE level was a predictor of treatment response and an independent prognostic factor.


Adenocarcinoma of Lung/blood , Biomarkers, Tumor/blood , Carcinoma, Non-Small-Cell Lung/blood , Carcinoma, Squamous Cell/blood , Lung Neoplasms/blood , Phosphopyruvate Hydratase/blood , Adenocarcinoma of Lung/drug therapy , Adenocarcinoma of Lung/mortality , Adenocarcinoma of Lung/pathology , Adult , Aged , Aged, 80 and over , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/mortality , Carcinoma, Non-Small-Cell Lung/secondary , Carcinoma, Squamous Cell/drug therapy , Carcinoma, Squamous Cell/mortality , Carcinoma, Squamous Cell/pathology , Female , Humans , Lung Neoplasms/drug therapy , Lung Neoplasms/mortality , Lung Neoplasms/pathology , Male , Middle Aged , Predictive Value of Tests , Progression-Free Survival , Retrospective Studies , Risk Assessment , Risk Factors , Time Factors , Up-Regulation
20.
Pathol Oncol Res ; 27: 631969, 2021.
Article En | MEDLINE | ID: mdl-34257598

The survivin protein contributes to the development and progression of tumors. Protein expression and mRNA levels correlate with clinicopathological parameters and survival of cancer patients. Our purpose was to evaluate whether circulating survivin levels have any diagnostic or predictive value in lung cancer. 118 patients with advanced stage lung cancer participated in our study. 53 suffered from adenocarcinoma (ADC), 33 from squamous cell carcinoma (SqCC), and 32 from small cell lung cancer (SCLC). We also enrolled 21 control subjects. Blood samples were collected before and after two cycles of chemotherapy. We measured survivin concentrations with ELISA. Non-parametric tests were used for analysis. We did not find significant difference in survivin levels between patients and control subjects (17.19/0-829.74/vs. 49.13/0-165.92/pg/ml; p = 0.07). We found lower survivin concentrations in patients with SqCC (0/0-171.24/pg/ml) than in those with ADC (24.94/0-626.46 pg/ml) and SCLC (45.51/0-829.74/pg/ml) (ADC vs. SqCC p < 0.0001, ADC vs. SCLC p = 0.0405, SqCC vs. SCLC p < 0.0001). Survivin levels were higher in stage IV patients than in patients without distant metastases (p = 0.0061), and concentrations were progressively higher with increasing number of metastatic organ sites (p = 0.04). We observed a decrease in survivin levels in ADC patients after platinum plus pemetrexed chemotherapy (26.22/0-626.46/pg/ml before vs. 0/0-114.36/pg/ml after; p = 0.01). Neither progression-free nor overall survival correlated with survivin levels at baseline. Our data imply that survivin may be involved in the development of metastases and it might be used as a biomarker of disease progression. However, circulating survivin concentrations do not predict survival of patients with lung cancer.


Adenocarcinoma of Lung/pathology , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers, Tumor/blood , Carcinoma, Squamous Cell/pathology , Lung Neoplasms/pathology , Small Cell Lung Carcinoma/pathology , Survivin/blood , Adenocarcinoma of Lung/blood , Adenocarcinoma of Lung/drug therapy , Aged , Carcinoma, Squamous Cell/blood , Carcinoma, Squamous Cell/drug therapy , Case-Control Studies , Female , Follow-Up Studies , Humans , Lung Neoplasms/blood , Lung Neoplasms/drug therapy , Male , Middle Aged , Pemetrexed/administration & dosage , Platinum/administration & dosage , Prognosis , Small Cell Lung Carcinoma/blood , Small Cell Lung Carcinoma/drug therapy , Survival Rate
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