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1.
Clin Transl Oncol ; 2024 Mar 29.
Article in English | MEDLINE | ID: mdl-38553659

ABSTRACT

PURPOSE: In the pursuit of creating personalized and more effective treatment strategies for lung cancer patients, Patient-Derived Xenografts (PDXs) have been introduced as preclinical platforms that can recapitulate the specific patient's tumor in an in vivo model. We investigated how well PDX models can preserve the tumor's clinical and molecular characteristics across different generations. METHODS: A Non-Small Cell Lung Cancer (NSCLC) PDX model was established in NSG-SGM3 mice and clinical and preclinical factors were assessed throughout subsequent passages. Our cohort consisted of 40 NSCLC patients, which were used to create 20 patient-specific PDX models in NSG-SGM3 mice. Histopathological staining and Whole Exome Sequencing (WES) analysis were preformed to understand tumor heterogeneity throughout serial passages. RESULTS: The main factors that contributed to the growth of the engrafted PDX in mice were a higher grade or stage of disease, in contrast to the long duration of chemotherapy treatment, which was negatively correlated with PDX propagation. Successful PDX growth was also linked to poorer prognosis and overall survival, while growth pattern variability was affected by the tumor aggressiveness, primarily affecting the first passage. Pathology analysis showed preservation of the histological type and grade; however, WES analysis revealed genomic instability in advanced passages, leading to the inconsistencies in clinically relevant alterations between the PDXs and biopsies. CONCLUSIONS: Our study highlights the impact of multiple clinical and preclinical factors on the engraftment success, growth kinetics, and tumor stability of patient-specific NSCLC PDXs, and underscores the importance of considering these factors when guiding and evaluating prolonged personalized treatment studies for NSCLC patients in these models, as well as signaling the imperative for additional investigations to determine the full clinical potential of this technique.

2.
NPJ Precis Oncol ; 7(1): 125, 2023 Nov 21.
Article in English | MEDLINE | ID: mdl-37990050

ABSTRACT

Personalized medicine has revolutionized approaches to treatment in the field of lung cancer by enabling therapies to be specific to each patient. However, physicians encounter an immense number of challenges in providing the optimal treatment regimen for the individual given the sheer complexity of clinical aspects such as tumor molecular profile, tumor microenvironment, expected adverse events, acquired or inherent resistance mechanisms, the development of brain metastases, the limited availability of biomarkers and the choice of combination therapy. The integration of innovative next-generation technologies such as deep learning-a subset of machine learning-and radiomics has the potential to transform the field by supporting clinical decision making in cancer treatment and the delivery of precision therapies while integrating numerous clinical considerations. In this review, we present a brief explanation of the available technologies, the benefits of using these technologies in predicting immunotherapy response in lung cancer, and the expected future challenges in the context of precision medicine.

3.
Neurooncol Adv ; 4(1): vdab188, 2022.
Article in English | MEDLINE | ID: mdl-35156036

ABSTRACT

BACKGROUND: Osimertinib is selective for both epidermal growth factor receptor (EGFR)-tyrosine-kinase inhibitor (TKI) sensitizing and Thr790Met mutations. While intracranial activity of osimertinib is documented in larger trials, a prospective study focusing exclusively on patients with asymptomatic brain metastases has not been reported. METHODS: In this nonrandomized, phase II, open-label, 3-arm prospective proof-of-concept pilot study, 48 patients with metastatic EGFR-mutant lung adenocarcinoma (LUAD) received osimertinib 80 mg daily. Patients were either treatment naive (arm A = 20) or previously treated with an EGFR-TKI and Thr790Met positive (arm B = 18) or negative (arm C = 10). In cases of isolated intracranial progression, osimertinib dose was escalated (160 mg). The primary endpoints were intracranial objective response rate (iORR) and intracranial disease control rate (iDCR). The secondary endpoint was intracranial progression-free survival (iPFS). This study is registered at Clinicaltrials.gov, NCT02736513. RESULTS: The iORRs were 84.2%, 66.7%, and 50% and the iDCRs were 94.7%, 94.4%, and 80% in arms A, B, and C, respectively. The median iPFS was 11.8 months (95% CI 7.7 to NA), 7.6 months (95% CI 5.3 to NA), and 6.3 months (95% CI 3.9 to NA) in arms A, B, and C, respectively. Following dose escalation, pooled iORR was 54% (arm A = 5, arm B = 4, arm C = 2). Adverse events were similar to those in previously published literature. CONCLUSION: Osimertinib demonstrated high efficacy on brain metastases. All trial arms displayed a significant decrease in the number and diameter of target lesions. These findings indicate that osimertinib is effective for Thr790Met-positive and -negative LUAD patients with asymptomatic brain metastases. Therefore, osimertinib should be considered a viable option for EGFR-mutant patients with brain involvement regardless of their Thr790Met mutation status.

4.
Clin Drug Investig ; 42(2): 185-192, 2022 Feb.
Article in English | MEDLINE | ID: mdl-35044639

ABSTRACT

BACKGROUND AND OBJECTIVES: Osimertinib is considered the treatment of choice for patients with epidermal growth factor receptor (EGFR)-mutated advanced non-small-cell lung cancer (NSCLC) who progressed on EGFR tyrosine kinase inhibitors (TKIs). It has recently been shown to have superior efficacy over first-/second-generation TKIs as first-line treatment for advanced NSCLC. However, eventual development of resistance to osimertinib is inevitable, amplifying the need for new treatment options in these cases. Rechallenge with early-generation TKIs has been described as an optional treatment method after development of resistance. Nonetheless, osimertinib rechallenge has not yet been widely investigated. Herein, we describe a case series of six patients who, after acquiring resistance to their initial osimertinib treatment, were rechallenged with osimertinib following intervening carboplatin-based chemotherapy. METHODS: All patients had advanced NSCLC with a sensitizing EGFR mutation (EGFRm NSCLC). After acquiring resistance to first- or second-line osimertinib treatment, patients were rechallenged with osimertinib 80 mg following a period of carboplatin-based chemotherapy. To track tumor evolution and guide treatment decisions, all patients underwent serial NGS-based liquid biopsy testing throughout their disease course. RESULTS: Six EGFRm NSCLC patients were rechallenged with osimertinib following chemotherapy treatment. Osimertinib was given either as a single agent or as part of combination therapy. Median duration of treatment (DOT) was 5.0 [95% confidence interval (CI) = 2.0-7.0] months and the median OS was 45.0 (95% CI = 34.9-55.1) months. Treatment was generally feasible without serious adverse events. CONCLUSIONS: Osimertinib rechallenge as either a single agent or as part of a combination therapy may be an effective and well-tolerated approach with the potential to improve survival by a few months.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Acrylamides , Aniline Compounds , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , ErbB Receptors/genetics , High-Throughput Nucleotide Sequencing , Humans , Liquid Biopsy , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Mutation , Protein Kinase Inhibitors
5.
Lung Cancer (Auckl) ; 12: 81-92, 2021.
Article in English | MEDLINE | ID: mdl-34429674

ABSTRACT

Lung cancer has historically been the main responsible for cancer associated deaths. Owing to this is our current inability to screen for and diagnose early pathological findings, preventing us from a timely intervention when cure is still achievable. Over the last decade, together with the extraordinary progress in therapeutical alternatives in the field, there has been an ongoing search for a biomarker that would allow for this. Numerous technologies have been developed but their clinical application is yet to come. In this review, we provide an update on volatile organic compounds, a non-invasive method that can hold the key for detecting early metabolic pathway changes in carcinogenesis. For its compilation, web-based search engines of scientific literature such as PubMed were explored and reviewed, using articles, research, and papers deemed meaningful by authors discretion. After a brief description, we depict how this technique can complement current methods and present the value of electronic noses in the identification of the "breathprint". Lastly, we bring some of the latest updates in the field together with the current limitations and final remarks.

6.
Cancers (Basel) ; 13(14)2021 Jul 20.
Article in English | MEDLINE | ID: mdl-34298855

ABSTRACT

The new era of cancer treatments has made immune checkpoint inhibitors (ICIs) and emerging multikinase inhibitors (TKIs) the standards of care, thus drastically improving patient prognoses. Pembrolizumab is an anti-programmed cell death-1 antibody drug, and lenvatinib is a TKI with preferential antiangiogenic activity. We present, to our knowledge, the first reported series of cases consisting of patients with metastatic non-small cell lung cancer and malignant pleural mesothelioma who were treated with several types of chemotherapy combinations and ICIs followed by disease progression. They were subsequently treated with combined immunotherapy and TKI treatment, resulting in a near complete response within a very short time. Clinical responses were supported by in vitro testing of each patient's lymphocytic response to pembrolizumab after pre-exposure of target cancer cells to lenvatinib.

7.
Lung Cancer ; 153: 126-133, 2021 03.
Article in English | MEDLINE | ID: mdl-33486418

ABSTRACT

BACKGROUND: Resistance mechanisms following 1st line therapy with osimertinib in EGFR + NSCLC have become focus of investigation. This retrospective study aims to deepen the understanding and clarify possible mechanisms of osimertinib 1st line resistance in comparison to the 2nd line by examining NGS results of 30 patients who developed resistance to osimertinib. Furthermore, we followed clinical outcomes of select patients who received combined therapy following EGFR resistance, a novel strategy not yet widely tested. METHODS: Liquid biopsy technique (Guardant360) was used to monitor tumor dynamics in patients who were treated with osimertinib as 1st-line therapy (Group A, N = 15) and patients who received osimertinib as 2nd-line therapy (Group B, N = 15). RESULTS: At the time of progression under osimertinib all but one patient preserved the primary EGFR mutation. While the C797S mutation was relatively common in the 2nd-line osimertinib setting (5/15), it did not develop in group A patients. TP53 was the most common detected mutation among all patients accounting for 11/15 in group A (73.33 %) and 10/15 in group B (66.67 %). In group A MET amplification was found in 3/15 patients (20 %) whereas MET mutation appeared in only one patient from group B. The outcomes of different treatment approaches post osimertinib resistance is reported including chemotherapy with/without osimertinib for maintaining control of brain metastases, drug combination such as osimertinib with crizotinib, chemo-immunotherapy and others. Overall survival in this cohort ranged from 12 to80 months. CONCLUSIONS: Mechanisms of resistance to osimertinib as 1st-line therapy differ from those which develop in the 2nd-line setting and commonly include MET amplification. C797S is not a main resistance mechanism in the 1st-line setting, whereas it is more common in the 2nd-line setting. Combined therapy was effective and well tolerated, making it an acceptable choice in patients for whom there is a reasonable rationale for such treatment, however this approach deserves further investigation.


Subject(s)
ErbB Receptors , Lung Neoplasms , Acrylamides , Aniline Compounds , Clonal Evolution , Drug Resistance, Neoplasm/genetics , ErbB Receptors/genetics , Humans , Liquid Biopsy , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Mutation , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/therapeutic use , Retrospective Studies
8.
Neurooncol Adv ; 2(1): vdaa125, 2020.
Article in English | MEDLINE | ID: mdl-33196042

ABSTRACT

BACKGROUND: Osimertinib is a selective irreversible epidermal growth factor receptor tyrosine kinase inhibitor (EGFR-TKI) with increased penetration across the blood-brain barrier compared with previous EGFR-TKIs, and thus, a 52% reduction in the risk of intracranial disease progression is seen when it is used as a first line of therapy compared with gefitinib and erlotinib. It is also efficient as second-line therapy for patients who developed the T790M resistance mutation following treatment with previous generation TKIs. Here, we report 11 patients who were treated by an increasing dose of osimertinib from 80 mg to 160 mg QD orally following intracranial progression in either first- or second-line setting. METHODS: This is a subcohort analysis from a larger nonrandomized, phase 2, open-label trial, evaluating the efficacy of osimertinib dose escalation from 80 mg to 160 mg in EGFR-mutated advanced non-small-cell lung cancer (NSCLC) patients with intracranial progression in either first- (arm A) or second-line setting (arm B for T790M+ and C for T790M-). RESULTS: Eleven patients, 5 in arm A, 4 in arm B, and 2 in arm C were reported in this study. The mPFS of osimertinib before dose escalation was 11.4 ± 8.9 (6.6-30.7) months for arm A, 8.7 ± 1.8 (6.3-11.2) for arm B, and 14.5 ± 7.8 (6.7-22.3) for arm C. Intracranial response rate to dose escalation was 54% (6 of 11) with 2 of 11 having intracranial stability. Median iPFS was 4.3 ± 7.4 (0.7-25.5) months; 3.8 ± 6.4 (1.8-18.9), 5.6 ± 9.7 (0.7-25.5), and 7.0 ± 2.7 (4.3-9.6) for arms A/B/C, respectively. Dose escalation was well tolerated with diarrhea and paronychia as the main dose-limiting symptoms. CONCLUSIONS: Osimertinib 160 mg is feasible and may offer a therapeutic alternative for patients with isolated intracranial progression on osimertinib standard (80 mg) dose. Further studies on CNS osimertinib pharmacokinetics are needed to test this hypothesis.

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