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1.
Endocrine ; 2023 Nov 25.
Article En | MEDLINE | ID: mdl-38001322

PURPOSE: Our purposes were: 1) to estimate the prediction performance (PP) of cytology in identifying papillary thyroid carcinoma (PTC) subtypes; 2) to explore how the PTC subtypes distribute among the American College of Radiology (ACR) Thyroid Imaging Reporting and Data System (TI-RADS) categories. METHODS: Nodules were included if both the histology with the PTC subtype report and the cytology report with the possible PTC subtype were available. The PP was calculated by making the proportion of True positives/False positives+false negatives. RESULTS: 309 cytologically "suspicious for malignancy" and "malignant" thyroid nodules with PTC histology were evaluated. ACR TI-RADS categorization for classical PTC was significantly different from non-classical PTC (p-value 0.02). For the whole cohort the PP of cytologically classical cases was 0.74, while that of cytologically non classical cases was 0.41. ACR TI-RADS categorization was not significantly different for aggressive vs non-aggressive PTC subtypes (p-value 0.1). When considering only aggressive or non-aggressive PTC subtypes, the PP of cytologically classical cases was respectively 0.86 and 0.87, while that of cytologically non classical cases was respectively 0.27 and 0.22. The PP of cytologically classical cases was 0.73 and 0.79, respectively for macroPTCs and microPTCs, while that of cytologically non classical cases was 0.55 and 0.33, respectively for macroPTCs and microPTCs. CONCLUSION: Cytology examination reliably performed in predicting classical PTC versus non classical PTC subtypes. ACR TI-RADS categorization was significantly different among classical PTC versus non classical PTC subtypes.

2.
Diagnostics (Basel) ; 13(9)2023 May 05.
Article En | MEDLINE | ID: mdl-37175028

The handling of biomaterials is crucial for precision medicine in advanced-stage lung patients with only cytology or small biopsies available. The main purpose of the study was to evaluate the quantity and quality of nucleic acids extracted from mixed stained slides (MSSs), including H&E, IHC and FISH, compared to the extraction from unstained slides (USs). A series of 35 lung adenocarcinoma surgical samples was selected to set up the method and the technical approach was validated in a series of 15 small biopsies and 38 cytological samples. DNA extracted from MSSs was adequate in all samples and the Real Time PCR was successful in 30/35 surgical samples (86%), 14/15 small biopsies (93%), and 33/38 cytological samples (87%). NGS using DNA extracted from MSSs was successful in 18/35 surgical samples (51%), 11/15 small biopsies (73%), and 26/38 cytological samples (68%). RNA extracted from MSSs was unsatisfactory in all cases showing an inadequate degree of fragmentation. Our technical approach based on the recovery of stained slides could represent a strategic way forward for DNA-based biomarker testing in lung cancer cases without biomaterials. The RNA extracted from MSSs did not represent a successful approach.

3.
Cancer Cytopathol ; 131(8): 516-525, 2023 08.
Article En | MEDLINE | ID: mdl-37195098

BACKGROUND: The management of cytological samples can significantly impact diagnostic interpretation. Cell blocks (CB) are a popular method due to their ability to provide additional morphological information and be used for immunocytochemistry and molecular tests. Recently, a new CB technique called the synthetic matrix CytoMatrix (CM) has been introduced, which can gather and hold cytological material within its three-dimensional structure. METHODS: In this study, 40 cytological samples from patients with melanoma metastases were analyzed to evaluate the diagnostic performance of CM compared to another CB method used in the laboratory. The researchers assessed the morphological adequacy of the two techniques, as well as their performance in immunocytochemical analysis and molecular. RESULTS: This study showed that CM was quicker and equally effective compared to the other method, with the laboratory technician having less of an impact on the CM approach across all passages. Additionally, all CMs were adequate, whereas the other method was adequate in 90% of cases. Immunocytochemistry confirmed the diagnosis of melanoma metastases in all cases, and all 40 CMs and 36 of the other method were adequate for fluorescence in situ hybridization analysis. CONCLUSION: CM is a low-time-consuming technology that is unaffected by technicians during all setup phases, making it simpler to standardize the procedure. Moreover, a low loss of diagnostic cells ensures greater benefits for morphological analysis, immunocytochemistry, and molecular testing. Overall, the study highlights the potential of CM as a valuable technique for managing cytological samples.


Cytodiagnosis , Melanoma , Humans , In Situ Hybridization, Fluorescence , Cytological Techniques/methods , Cytodiagnosis/methods , Immunohistochemistry , Melanoma/diagnosis
4.
Acta Cytol ; 67(4): 357-364, 2023.
Article En | MEDLINE | ID: mdl-36807248

INTRODUCTION: Cytological samples from cutaneous melanoma (CM) metastases may be the only biomaterial available for diagnostic and predictive purpose in the clinical practice. BRAF evaluation from cytological samples actually implies the loss of one or more diagnostic smears, or the execution of one or more passes to obtain dedicated cytological samples. We tested BRAF molecular evaluation in CM metastases on cell suspension obtained from fine needle aspiration cytology (FNAC) needle rinses. METHODS: Forty-two patients with lymph node enlargements and a previous CM were enrolled. Patients were submitted to FNAC, and direct smears and cell-block were prepared for diagnostic purpose. The needle was carefully flushed in a vial containing 350 µL of nuclease-free water and a cell suspension was obtained for BRAF molecular evaluation. Molecular evaluation was also performed on histological samples for statistics. RESULTS: The series included 35 CM metastases and 7 reactive lymphadenopathies. Three cases resulted inadequate and adequacy was 92.9%. BRAF V600E/Ec mutations were found in 7 out of 32 (21.9%) CM metastases cases. BRAF mutations other than V600E/Ec were found in 2 out of 32 (6.25%) cases. Sensitivity, specificity, positive predictive value, and negative predictive value resulted 100%. CONCLUSION: BRAF molecular evaluation in CM metastases on cell suspension obtained from FNAC needle rinses is a time-sparing and accurate technique allowing to spare biomaterial in the clinical setting.


Melanoma , Skin Neoplasms , Thyroid Neoplasms , Humans , Thyroid Neoplasms/pathology , Melanoma/diagnosis , Melanoma/genetics , Proto-Oncogene Proteins B-raf/genetics , Biopsy, Fine-Needle , Skin Neoplasms/diagnosis , Skin Neoplasms/genetics , Sensitivity and Specificity , Melanoma, Cutaneous Malignant
5.
Cell Rep ; 41(6): 111601, 2022 11 08.
Article En | MEDLINE | ID: mdl-36351409

Melanoma is a deadly form of cancer characterized by remarkable therapy resistance. Analyzing the transcriptome of MAPK inhibitor sensitive- and resistant-melanoma, we discovered that APAF-1 is negatively regulated by MITF in resistant tumors. This study identifies the MITF/APAF-1 axis as a molecular driver of MAPK inhibitor resistance. A drug-repositioning screen identified quinacrine and methylbenzethonium as potent activators of apoptosis in a context that mimics drug resistance mediated by APAF-1 inactivation. The compounds showed anti-tumor activity in in vitro and in vivo models, linked to suppression of MITF function. Both drugs profoundly sensitize melanoma cells to MAPK inhibitors, regulating key signaling networks in melanoma, including the MITF/APAF-1 axis. Significant activity of the two compounds in inhibiting specific epigenetic modulators of MITF/APAF-1 expression, such as histone deacetylases, was observed. In summary, we demonstrate that targeting the MITF/APAF-1 axis may overcome resistance and could be exploited as a potential therapeutic approach to treat resistant melanoma.


Melanoma , Salvage Therapy , Humans , Apoptosis , Cell Line, Tumor , Gene Expression Regulation, Neoplastic , Melanoma/pathology , Microphthalmia-Associated Transcription Factor/metabolism , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/therapeutic use
6.
Int J Mol Sci ; 22(1)2020 Dec 22.
Article En | MEDLINE | ID: mdl-33375029

The transcription factor Forkhead box E1 (FOXE1) is a key player in thyroid development and function and has been identified by genome-wide association studies as a susceptibility gene for papillary thyroid cancer. Several cancer-associated polymorphisms fall into gene regulatory regions and are likely to affect FOXE1 expression levels. However, the possibility that changes in FOXE1 expression modulate thyroid cancer development has not been investigated. Here, we describe the effects of FOXE1 gene dosage reduction on cancer phenotype in vivo. Mice heterozygous for FOXE1 null allele (FOXE1+/-) were crossed with a BRAFV600E-inducible cancer model to develop thyroid cancer in either a FOXE1+/+ or FOXE1+/- genetic background. In FOXE1+/+ mice, cancer histological features are quite similar to that of human high-grade papillary thyroid carcinomas, while cancers developed with reduced FOXE1 gene dosage maintain morphological features resembling less malignant thyroid cancers, showing reduced proliferation index and increased apoptosis as well. Such cancers, however, appear severely undifferentiated, indicating that FOXE1 levels affect thyroid differentiation during neoplastic transformation. These results show that FOXE1 dosage exerts pleiotropic effects on thyroid cancer phenotype by affecting histology and regulating key markers of tumor differentiation and progression, thus suggesting the possibility that FOXE1 could behave as lineage-specific oncogene in follicular cell-derived thyroid cancer.


Forkhead Transcription Factors/genetics , Gene Expression Regulation, Neoplastic , Thyroid Cancer, Papillary/genetics , Thyroid Gland/metabolism , Thyroid Neoplasms/genetics , Animals , Apoptosis/genetics , Cell Differentiation/genetics , Cell Proliferation/genetics , Cell Transformation, Neoplastic/genetics , Forkhead Transcription Factors/metabolism , Genetic Pleiotropy , Humans , Mice , Mice, Knockout , Mice, Transgenic , Proto-Oncogene Proteins B-raf/genetics , Proto-Oncogene Proteins B-raf/metabolism , Thyroid Cancer, Papillary/metabolism , Thyroid Gland/pathology , Thyroid Neoplasms/metabolism
7.
J Thorac Dis ; 12(7): 3836-3843, 2020 Jul.
Article En | MEDLINE | ID: mdl-32802465

In advanced stage non-small cell lung cancer (NSCLC) patients, Kirsten Rat Sarcoma Viral Oncogene Homolog (KRAS) testing may soon acquire a predictive significance to select patients for AMG510 treatment. Since tissue samples are not always available, liquid biopsy may represent a viable option for KRAS testing. Here, we review the last three years clinical practice performed on 194 plasma based liquid biopsies by next generation sequencing (NGS) SiRe® panel. In particular, 36 (18.6%) KRAS mutated cases were identified, with an overall median allelic frequency of 5.0% (ranging between 0.2% and 46.8%). No concomitant mutations were observed in the other NSCLC clinical relevant genes included in the SiRe® panel, such as epidermal growth factor receptor (EGFR) and v-Raf murine sarcoma viral oncogene homolog B (BRAF). Exon 2 p.G12C was the most common detected mutation (13/36, 36.1%). In conclusion, our data update and confirm that SiRe® NGS panel represents a robust analytical tool to assess KRAS mutational status on circulating tumor DNA. Further investigation is required to design more cost-effective diagnostic algorithms to harmonize clinical relevant biomarker testing on tissue and blood in advanced stage NSCLC clinical practice.

8.
Diagn Cytopathol ; 48(8): 759-764, 2020 Aug.
Article En | MEDLINE | ID: mdl-32320137

Carcinomas do rarely metastasize to the finger. Non-small-cell lung cancer is most frequently involved. To date, only a few cases have been reported, on histology. Here we describe the cytological features of a metastatic lung adenocarcinoma case to the phalanx of the right forefinger as initial manifestation of the neoplastic disease in a 69-years-old woman. The cytological microscopic findings, complemented by a wide array of ancillary techniques, were confirmed by histology. Neoplastic cells were positive for cytokeratin 7 (CK7) and thyroid transcription factor 1 (TTF-1), harboring, in tissue and in bloodstream samples, an uncommon epidermal growth factor receptor (EGFR) exon 20 p.S768_D760DUP, detected by next generation sequencing (NGS) and liquid biopsy. Cytology corroborated by immunocytochemistry, NGS, and liquid biopsy is a modern approach to provide diagnostic and therapeutic information even in rare and challenging cases.


Adenocarcinoma of Lung/diagnosis , Fingers/pathology , High-Throughput Nucleotide Sequencing , Liquid Biopsy , Lung Neoplasms/diagnosis , Adenocarcinoma of Lung/secondary , Aged , Cytodiagnosis/methods , Female , High-Throughput Nucleotide Sequencing/methods , Humans , Liquid Biopsy/methods , Lung Neoplasms/pathology
9.
Diagn Cytopathol ; 48(7): 595-603, 2020 Jul.
Article En | MEDLINE | ID: mdl-32333728

INTRODUCTION: In the selection of non-small cell lung cancer (NSCLC) patients for immunotherapy, specimen processed as cell blocks (CBs) may be the only available material to assess PD-L1 expression. Therefore, optimal CB preparation becomes paramount. In this context, here we assessed whether inadequate fixation time might be one of the pre-analytical factors affecting PD-L1 expression. METHODS: Ex vivo CBs from placental (n = 3) and NSCLC (n = 8) resection specimens were obtained. PD-L1 staining was performed on CBs prepared at increasing fixation times (12 hours, 48 hours, 72 hours, 96 hours, 168 hours and 504 hours) using the companion diagnostic SP263 Assay and a validated 22C3 laboratory developed test (LDT). Staining intensity and percentage of positive cells were evaluated. RESULTS: All placental CBs showed moderate to strong PD-L1 positivity in most cells, regardless of the fixation time. Likewise, the percentage of SP263-stained NSCLC cells was similar at all fixation times except for one case, which showed less intense SP263 staining at 168 hours. Conversely, in 5/8 cases, the 22C3 LDT percentage of positive cells and staining intensity decreased at 168 hours and 504 hours. CONCLUSIONS: Our results show that fixation time influences the performance of 22C3 LDT on CBs. Thus, we recommend that the fixation time of cytological materials be carefully checked, especially when PD-L1 testing is delayed until the oncology request. Indeed, delays in tissue processing and paraffin embedding may lead to sub-optimal performance of PD-L1 staining on CBs.


B7-H1 Antigen/analysis , Biomarkers, Tumor/analysis , Carcinoma, Non-Small-Cell Lung/diagnosis , Lung Neoplasms/diagnosis , Tissue Fixation , Cytodiagnosis/methods , Humans , Immunohistochemistry/methods
10.
Diagn Cytopathol ; 48(4): 300-307, 2020 Apr.
Article En | MEDLINE | ID: mdl-31904908

BACKGROUND: Thyroid fine-needle aspirates (FNAs) with undetermined morphology can be outsourced to centralized laboratories for comprehensive molecular profiling. When a local, rapid screening rules out easily detectable BRAF and NRAS mutations outsourcing is minimized, leading to cost savings. The fully automated Idylla technology, that does not require trained staff, is an emerging option. However, Idylla platform has only been validated to process formalin fixed paraffin embedded (FFPE) sections. Here we investigate whether also the FNA needle rinse could be genotyped by the same cytopathologist who performs the FNA, a procedure that can be termed rapid on site molecular evaluation (ROME). METHODS: To validate this approach, the Idylla BRAF and NRAS Test was performed on the rinses from 25 simulated (bench-top) FNAs, in a first part of the study. Genotyping data were compared with those obtained on matched histological FFPE blocks. The second part of the study was carried out on 25 prospectively collected routine FNAs to assess the performance of the Idylla BRAF and NRAS assay against a gold standard real time polymerase chain reaction method. RESULTS: Idylla NRAS-BRAF Mutation Test was performed on needle rinse as well as histological FFPE blocks. A sensitivity of 88.9%, a specificity of 100.0% were obtained comparing the Idylla NRAS-BRAF Mutation Test on needle rinse to the reference method. CONCLUSIONS: The FNA needle rinse can be directly genotyped. This obviates the need of cell block preparation, making possible a rapid combined morphological and molecular evaluation. Since DNA extraction is no longer necessary, the cytopathologist can perform ROME him/herself.


GTP Phosphohydrolases/genetics , Membrane Proteins/genetics , Molecular Diagnostic Techniques , Mutation , Proto-Oncogene Proteins B-raf/genetics , Thyroid Gland , Thyroid Neoplasms , Biopsy, Fine-Needle , DNA Mutational Analysis , GTP Phosphohydrolases/metabolism , Humans , Membrane Proteins/metabolism , Proto-Oncogene Proteins B-raf/metabolism , Thyroid Gland/enzymology , Thyroid Gland/pathology , Thyroid Neoplasms/diagnosis , Thyroid Neoplasms/enzymology , Thyroid Neoplasms/genetics , Thyroid Neoplasms/pathology
11.
Acta Cytol ; 63(6): 497-505, 2019.
Article En | MEDLINE | ID: mdl-30943469

In the late stages of non-small cell lung cancer, the detection of sensitizing mutations of the epidermal growth factor receptor (EGFR) is mandatory to select patients' treatment with first- or second-generation tyrosine kinase inhibitors (TKIs). In patients showing progressive disease, the assessment of the EGFR exon 20 resistance point mutation p.T790M is required for third-generation TKI administration. However, molecular analysis does not capture all the different mechanisms of resistance against these molecules. A variety of morphological changes associated with acquired resistance have also been described. Since an altered morphology may be the only clue to acquired resistance, cytopathology still plays a relevant role in this setting. In this comprehensive review, we have focused on the relevance of squamous cell carcinoma, small cell lung cancer and large-cell neuroendocrine carcinoma transitions from adenocarcinoma resistant to TKIs.


Adenocarcinoma/diagnosis , Biomarkers, Tumor/genetics , Carcinoma, Non-Small-Cell Lung/diagnosis , Carcinoma, Squamous Cell/diagnosis , Lung Neoplasms/diagnosis , Neoplastic Cells, Circulating/chemistry , Adenocarcinoma/blood , Adenocarcinoma/drug therapy , Adenocarcinoma/genetics , Antineoplastic Agents/therapeutic use , Biomarkers, Tumor/blood , Carcinoma, Non-Small-Cell Lung/blood , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Squamous Cell/blood , Carcinoma, Squamous Cell/drug therapy , Carcinoma, Squamous Cell/genetics , Drug Resistance, Neoplasm/genetics , ErbB Receptors/antagonists & inhibitors , ErbB Receptors/blood , ErbB Receptors/genetics , Humans , Liquid Biopsy/methods , Lung Neoplasms/blood , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Monitoring, Physiologic , Mutation , Neoplastic Cells, Circulating/pathology , Precision Medicine/methods , Prognosis , Protein Kinase Inhibitors/therapeutic use
12.
J Clin Pathol ; 72(6): 412-417, 2019 Jun.
Article En | MEDLINE | ID: mdl-30846480

AIMS: Our laboratory is a centralised centre receiving routine non-small cell lung cancer (NSCLC) samples for programmed death ligand-1 (PD-L1) immunohistochemical (IHC) evaluation. Since literature data are not concordant here we review our clinical records to assess the rate of PD-L1 positive and negative NSCLC cases in real-world practice. METHODS: PD-L1 expression was evaluated by a validated 22C3 IHC laboratory developed test on 211 prospectively collected routine NSCLC samples, received from 10 outside institutions. PD-L1 expression was assessed by the tumour proportion score (TPS) and reported by using a three cut-point system: TPS<1, TPS 1%-49% and TPS≥50%. RESULTS: Overall, 193 out of 211 samples (91.5%) meet the criteria for adequacy (more than 100 viable neoplastic cells). In 62.7% (121/193) of samples TPS was <1%; 17.6% of samples (34/193) expressed PD-L1 with a TPS of 1%-49% and 19.7% (38/193) with a TPS of >50%. There was no significant difference in PD-L1 expression rates between different histotypes and site of sampling. Instead, a statistically significant difference was associated to the type of samples: in fact, cytological samples were more frequently negative for PD-L1 expression (TPS<1%) and less often displayed PD-L1 expression at high levels (TPS>50%) than surgical resections and biopsies. CONCLUSIONS: We present a referral laboratory experience on IHC PD-L1 expression of prospectively collected routine NSCLC samples. Data from the real-world practice can better clarify the percentage of PD-L1 positive and negative cases, to establish benchmarks for good practice standards.


B7-H1 Antigen/analysis , Biomarkers, Tumor/analysis , Carcinoma, Non-Small-Cell Lung/immunology , Clinical Laboratory Techniques , Immunohistochemistry , Lung Neoplasms/immunology , Pathology, Clinical , Regional Health Planning , Carcinoma, Non-Small-Cell Lung/pathology , Clinical Laboratory Techniques/standards , Female , Humans , Immunohistochemistry/standards , Italy , Lung Neoplasms/pathology , Male , Pathology, Clinical/organization & administration , Pathology, Clinical/standards , Predictive Value of Tests , Prospective Studies , Referral and Consultation , Regional Health Planning/organization & administration , Regional Health Planning/standards , Reproducibility of Results
13.
PLoS One ; 13(6): e0199740, 2018.
Article En | MEDLINE | ID: mdl-29953504

BACKGROUND: Neutrophil functions have long been regarded as limited to acute inflammation and the defense against microbes. The role(s) of neutrophils in cancer remain poorly understood. Neutrophils infiltrate tumors and are key effector cells in the orchestration of inflammatory responses. Thyroid cancer (TC) is the most recurrent endocrine malignant tumor and is responsible for 70% of deaths due to endocrine cancers. No studies are so far available on the role of neutrophils in TC. OBJECTIVE: Our purpose was to study the involvement of tumor-associated neutrophils in TC. METHODS: Highly purified human neutrophils (>99%) from healthy donors were stimulated in vitro with conditioned media derived from TC cell lines TPC1 and 8505c (TC-CMs). Neutrophil functions (e.g., chemotaxis, activation, plasticity, survival, gene expression, and protein release) were evaluated. RESULTS: TC-derived soluble factors promoted neutrophil chemotaxis and survival. Neutrophil chemotaxis toward a TC-CM was mediated, at least in part, by CXCL8/IL-8, and survival was mediated by granulocyte-macrophage colony-stimulating factor (GM-CSF). In addition, each TC-CM induced morphological changes and activation of neutrophils (e.g., CD11b and CD66b upregulation and CD62L shedding) and modified neutrophils' kinetic properties. Furthermore, each TC-CM induced production of reactive oxygen species, expression of proinflammatory and angiogenic mediators (CXCL8/IL-8, VEGF-A, and TNF-α), and a release of matrix metalloproteinase 9 (MMP-9). Moreover, in TC patients, tumor-associated neutrophils correlated with larger tumor size. CONCLUSIONS: TC cell lines produce soluble factors able to "educate" neutrophils toward an activated functional state. These data will advance the understanding of the molecular and cellular mechanisms of innate immunity in TC.


Chemotaxis/immunology , Immunity, Innate , Neutrophil Infiltration , Neutrophils/immunology , Thyroid Neoplasms/immunology , Antigens, CD/immunology , CD11b Antigen/immunology , Cell Adhesion Molecules/immunology , Cell Line, Tumor , Cell Survival/immunology , Coculture Techniques , GPI-Linked Proteins/immunology , Humans , Interleukin-8/immunology , Neutrophils/pathology , Reactive Oxygen Species/immunology , Thyroid Neoplasms/pathology
15.
J Clin Pathol ; 70(9): 798-802, 2017 Sep.
Article En | MEDLINE | ID: mdl-28363898

Non-small cell lung carcinoma harbouring epidermal growth factor receptor (EGFR) mutation, usually progress after an initial response to tyrosine-kinase inhibitors (TKI). Liquid biopsy enables with a simple blood draw the accurate detection of EGFR p.T790M mutation, the most common resistance mechanism, avoiding the more invasive tissue re-biopsy. However, in a subset of cases, resistance mechanisms are more complex featuring both genetic and morphological changes. Here we report the case of a 67 years-old woman, affected by an EGFR mutated lung adenocarcinoma and treated by TKI. At disease progression, the patient developed a morphological transition to squamous cell carcinoma in association to the arising of a PIK3CA p.E542K mutant subclone. This case illustrates that, even in the "liquid biopsy" era, cytology can have still a role by providing an overall assessment of both morphology and genetic TKI resistance mechanisms.


Adenocarcinoma/drug therapy , Antineoplastic Agents/therapeutic use , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Squamous Cell/drug therapy , Drug Resistance, Neoplasm , Lung Neoplasms/drug therapy , Protein Kinase Inhibitors/therapeutic use , Adenocarcinoma/enzymology , Adenocarcinoma/genetics , Adenocarcinoma/pathology , Adenocarcinoma of Lung , Aged , Antineoplastic Agents/adverse effects , Biomarkers, Tumor/antagonists & inhibitors , Biomarkers, Tumor/blood , Biomarkers, Tumor/genetics , Biopsy , Carcinoma, Non-Small-Cell Lung/enzymology , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Squamous Cell/enzymology , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/pathology , Class I Phosphatidylinositol 3-Kinases/genetics , DNA Mutational Analysis , Disease Progression , Drug Resistance, Neoplasm/genetics , ErbB Receptors/antagonists & inhibitors , ErbB Receptors/blood , ErbB Receptors/genetics , Female , Humans , Lung Neoplasms/enzymology , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Molecular Targeted Therapy , Predictive Value of Tests , Protein Kinase Inhibitors/adverse effects , Time Factors , Tomography, X-Ray Computed , Treatment Outcome , Ultrasonography
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