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1.
Pract Radiat Oncol ; 13(1): e35-e44, 2023.
Article in English | MEDLINE | ID: mdl-35858658

ABSTRACT

PURPOSE: Stereotactic ablative radiation therapy (SABR) results in high rates of primary tumor control for early-stage non-small cell lung cancer (NSCLC). For patients with isolated hilar or mediastinal nodal recurrence (INR) after SABR, the optimal salvage treatment strategy is unclear. The purpose of this study was to determine the rate of INR after SABR for early-stage NSCLC and to describe patterns of care and treatment outcomes after salvage therapy. METHODS AND MATERIALS: This retrospective cohort study included 342 patients with stage T1-3N0M0 NSCLC treated with definitive SABR from 2003 to 2018. We evaluated the incidence of INR and baseline factors between patients who did and did not experience INR. Among patients who experienced INR, we described treatment patterns and outcomes including overall survival (OS) and progression free survival (PFS) from the time of nodal failure using the Kaplan-Meier method. RESULTS: With a median follow-up of 3.3 years, the 3-year INR rate was 10.6% (95% CI, 6.6%-13.4%). Among the 34 patients experiencing INR, the 3-year rates of OS and PFS were 39.3% (24.4%-63.3%) and 26.7% (14.1%-0.3%), respectively. The 34 patients with INR were treated with radiation therapy alone (26.7%), concurrent chemoradiation therapy (43.3%), chemotherapy alone (13.3%), or observation (16.7%). Patients treated with concurrent chemoradiation therapy had the best survival outcomes, with a 3-year OS and PFS of 81.5% (61.1%-100.0%) and 63.9% (40.7%-100.0%), respectively. Of the patients treated with salvage radiation therapy or concurrent chemoradiation therapy, 14.3% experienced grade 3 toxic effects, and no patients had grade ≥4 toxic effects. CONCLUSIONS: In this study, INR occurred in approximately 10% of patients treated with SABR for early-stage NSCLC. The highest rates of OS and PFS among patients with INR were observed in those treated with salvage chemoradiation therapy.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Radiosurgery , Small Cell Lung Carcinoma , Humans , Carcinoma, Non-Small-Cell Lung/pathology , Lung Neoplasms/pathology , Retrospective Studies , Small Cell Lung Carcinoma/pathology , Treatment Outcome , Radiosurgery/adverse effects , Radiosurgery/methods , Neoplasm Staging
2.
Cancer Discov ; 9(2): 210-219, 2019 02.
Article in English | MEDLINE | ID: mdl-30425037

ABSTRACT

A key resistance mechanism to platinum-based chemotherapies and PARP inhibitors in BRCA-mutant cancers is the acquisition of BRCA reversion mutations that restore protein function. To estimate the prevalence of BRCA reversion mutations in high-grade ovarian carcinoma (HGOC), we performed targeted next-generation sequencing of circulating cell-free DNA (cfDNA) extracted from pretreatment and postprogression plasma in patients with deleterious germline or somatic BRCA mutations treated with the PARP inhibitor rucaparib. BRCA reversion mutations were identified in pretreatment cfDNA from 18% (2/11) of platinum-refractory and 13% (5/38) of platinum-resistant cancers, compared with 2% (1/48) of platinum-sensitive cancers (P = 0.049). Patients without BRCA reversion mutations detected in pretreatment cfDNA had significantly longer rucaparib progression-free survival than those with reversion mutations (median, 9.0 vs. 1.8 months; HR, 0.12; P < 0.0001). To study acquired resistance, we sequenced 78 postprogression cfDNA, identifying eight additional patients with BRCA reversion mutations not found in pretreatment cfDNA. SIGNIFICANCE: BRCA reversion mutations are detected in cfDNA from platinum-resistant or platinum-refractory HGOC and are associated with decreased clinical benefit from rucaparib treatment. Sequencing of cfDNA can detect multiple BRCA reversion mutations, highlighting the ability to capture multiclonal heterogeneity.This article is highlighted in the In This Issue feature, p. 151.


Subject(s)
BRCA1 Protein/genetics , BRCA2 Protein/genetics , Carcinoma, Ovarian Epithelial/pathology , Circulating Tumor DNA/genetics , Drug Resistance, Neoplasm/genetics , Indoles/therapeutic use , Mutation , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/genetics , Carcinoma, Ovarian Epithelial/drug therapy , Carcinoma, Ovarian Epithelial/genetics , Circulating Tumor DNA/drug effects , Female , Follow-Up Studies , Humans , International Agencies , Male , Middle Aged , Poly(ADP-ribose) Polymerase Inhibitors/therapeutic use , Prognosis , Survival Rate
3.
J Appl Clin Med Phys ; 19(5): 444-452, 2018 Sep.
Article in English | MEDLINE | ID: mdl-29984915

ABSTRACT

We prospectively investigated the feasibility of IMRT treatment plan optimization based on dosimeter measurements of lateral tongue mucosal dose adjacent to the dental fillings and evaluated dose-toxicity relationship and factors affecting oral mucositis (OM) in head and neck cancer patients. Twenty-nine head and neck cancer patients with metallic dental fillings who were scheduled to undergo fractionated external beam radiation therapy (RT) ± chemotherapy were enrolled. The lateral tongue dose was measured and if the calculated dose for the entire treatment was ≥35 Gy, a re-plan was generated to reduce the lateral tongue mucosal dose. OM was graded weekly according to Common Terminology Criteria for Adverse Events version 4.0 and the patients completed the Oral Mucositis Weekly Questionnaire-Head and Neck Cancer. The result showed that it was not feasible to optimize the IMRT plan based on measured tongue dose in most of the patients who needed re-plan as re-planning compromised the target coverage in 60% of these patients. The duration of grade (Gr) 2 OM was correlated with measured lateral tongue dose (P = 0.050). Concurrent cetuximab was significantly associated with faster onset of Gr2 OM than concurrent cisplatin (P = 0.006) and with longer duration of OM (P = 0.041) compared to concurrent cisplatin or IMRT-alone. The pattern of reported pain over time was significantly different for each treatment type (RT and cetuximab, RT and cisplatin and RT-alone) and depending on the dose level (P = 0.006). In conclusion, optimizing the IMRT plan based on measured lateral tongue dose was not feasible. Measured lateral tongue dose was significantly correlated with longer duration of OM ≥Gr2, and concurrent cetuximab was associated with earlier onset and longer duration of OM ≥Gr2.


Subject(s)
Radiotherapy, Intensity-Modulated , Adult , Aged , Aged, 80 and over , Cetuximab , Cisplatin , Female , Head and Neck Neoplasms , Humans , Male , Middle Aged , Mouth Mucosa , Prospective Studies , Radiation Dosage , Radiotherapy, Intensity-Modulated/adverse effects
4.
J Colloid Interface Sci ; 519: 203-213, 2018 Jun 01.
Article in English | MEDLINE | ID: mdl-29500992

ABSTRACT

HYPOTHESIS: The nucleation of biofilms is known to be affected by both the chemistry and topography of the underlying substrate, particularly when topography includes nanoscale (<100 nm) features. However, determining the role of topography vs. chemistry is complicated by concomitant variation in both as a result of typical surface modification techniques. Analyzing the behavior of biofilm-forming bacteria exposed to surfaces with systematic, independent variation of both topography and surface chemistry should allow differentiation of the two effects. EXPERIMENTS: Silicon surfaces with reproducible nanotopography were created by anisotropic etching in deoxygenated water. Surface chemistry was varied independently to create hydrophilic (OH-terminated) and hydrophobic (alkyl-terminated) surfaces. The attachment and proliferation of Psuedomonas aeruginosa to these surfaces was characterized over a period of 12 h using fluorescence and confocal microscopy. FINDINGS: The number of attached bacteria as well as the structural characteristics of the nucleating biofilm were influenced by both surface nanotopography and surface chemistry. In general terms, the presence of both nanoscale features and hydrophobic surface chemistry enhance bacterial attachment and colonization. However, the structural details of the resulting biofilms suggest that surface chemistry and topography interact differently on each of the four surface types we studied.


Subject(s)
Bacterial Adhesion/drug effects , Biofilms , Nanostructures/chemistry , Pseudomonas aeruginosa/physiology , Silicon/chemistry , Hydrophobic and Hydrophilic Interactions , Surface Properties
5.
Cancer Discov ; 7(12): 1394-1403, 2017 12.
Article in English | MEDLINE | ID: mdl-28899864

ABSTRACT

Identifying molecular residual disease (MRD) after treatment of localized lung cancer could facilitate early intervention and personalization of adjuvant therapies. Here, we apply cancer personalized profiling by deep sequencing (CAPP-seq) circulating tumor DNA (ctDNA) analysis to 255 samples from 40 patients treated with curative intent for stage I-III lung cancer and 54 healthy adults. In 94% of evaluable patients experiencing recurrence, ctDNA was detectable in the first posttreatment blood sample, indicating reliable identification of MRD. Posttreatment ctDNA detection preceded radiographic progression in 72% of patients by a median of 5.2 months, and 53% of patients harbored ctDNA mutation profiles associated with favorable responses to tyrosine kinase inhibitors or immune checkpoint blockade. Collectively, these results indicate that ctDNA MRD in patients with lung cancer can be accurately detected using CAPP-seq and may allow personalized adjuvant treatment while disease burden is lowest.Significance: This study shows that ctDNA analysis can robustly identify posttreatment MRD in patients with localized lung cancer, identifying residual/recurrent disease earlier than standard-of-care radiologic imaging, and thus could facilitate personalized adjuvant treatment at early time points when disease burden is lowest. Cancer Discov; 7(12); 1394-403. ©2017 AACR.See related commentary by Comino-Mendez and Turner, p. 1368This article is highlighted in the In This Issue feature, p. 1355.


Subject(s)
Circulating Tumor DNA/genetics , Lung Neoplasms/genetics , Neoplasm, Residual/diagnosis , Female , Humans , Male , Neoplasm, Residual/pathology
6.
Cancer Discov ; 7(1): 86-101, 2017 01.
Article in English | MEDLINE | ID: mdl-27663899

ABSTRACT

Lung squamous cell carcinoma (LSCC) pathogenesis remains incompletely understood, and biomarkers predicting treatment response remain lacking. Here, we describe novel murine LSCC models driven by loss of Trp53 and Keap1, both of which are frequently mutated in human LSCCs. Homozygous inactivation of Keap1 or Trp53 promoted airway basal stem cell (ABSC) self-renewal, suggesting that mutations in these genes lead to expansion of mutant stem cell clones. Deletion of Trp53 and Keap1 in ABSCs, but not more differentiated tracheal cells, produced tumors recapitulating histologic and molecular features of human LSCCs, indicating that they represent the likely cell of origin in this model. Deletion of Keap1 promoted tumor aggressiveness, metastasis, and resistance to oxidative stress and radiotherapy (RT). KEAP1/NRF2 mutation status predicted risk of local recurrence after RT in patients with non-small lung cancer (NSCLC) and could be noninvasively identified in circulating tumor DNA. Thus, KEAP1/NRF2 mutations could serve as predictive biomarkers for personalization of therapeutic strategies for NSCLCs. SIGNIFICANCE: We developed an LSCC mouse model involving Trp53 and Keap1, which are frequently mutated in human LSCCs. In this model, ABSCs are the cell of origin of these tumors. KEAP1/NRF2 mutations increase radioresistance and predict local tumor recurrence in radiotherapy patients. Our findings are of potential clinical relevance and could lead to personalized treatment strategies for tumors with KEAP1/NRF2 mutations. Cancer Discov; 7(1); 86-101. ©2016 AACR.This article is highlighted in the In This Issue feature, p. 1.


Subject(s)
Carcinoma, Squamous Cell/genetics , Kelch-Like ECH-Associated Protein 1/genetics , Lung Neoplasms/genetics , NF-E2-Related Factor 2/genetics , Radiation Tolerance , Trachea/pathology , Tumor Suppressor Protein p53/genetics , Adult , Aged , Aged, 80 and over , Animals , Carcinoma, Squamous Cell/pathology , Carcinoma, Squamous Cell/radiotherapy , Cell Line, Tumor , Cell Self Renewal , Disease Models, Animal , Female , Gene Expression Regulation, Neoplastic , Humans , Lung Neoplasms/pathology , Lung Neoplasms/radiotherapy , Male , Mice , Middle Aged , Mutation , Neoplasm Invasiveness , Stem Cells/cytology , Stem Cells/pathology , Trachea/cytology , Tumor Cells, Cultured
7.
Proc Natl Acad Sci U S A ; 113(52): E8379-E8386, 2016 12 27.
Article in English | MEDLINE | ID: mdl-27956614

ABSTRACT

Circulating tumor cells (CTCs) are established cancer biomarkers for the "liquid biopsy" of tumors. Molecular analysis of single CTCs, which recapitulate primary and metastatic tumor biology, remains challenging because current platforms have limited throughput, are expensive, and are not easily translatable to the clinic. Here, we report a massively parallel, multigene-profiling nanoplatform to compartmentalize and analyze hundreds of single CTCs. After high-efficiency magnetic collection of CTC from blood, a single-cell nanowell array performs CTC mutation profiling using modular gene panels. Using this approach, we demonstrated multigene expression profiling of individual CTCs from non-small-cell lung cancer (NSCLC) patients with remarkable sensitivity. Thus, we report a high-throughput, multiplexed strategy for single-cell mutation profiling of individual lung cancer CTCs toward minimally invasive cancer therapy prediction and disease monitoring.


Subject(s)
Biomarkers, Tumor/blood , Carcinoma, Non-Small-Cell Lung/blood , Lung Neoplasms/blood , Neoplastic Cells, Circulating , Adult , Aged , Carcinoma, Non-Small-Cell Lung/pathology , Cell Count , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Leukocyte Common Antigens/blood , Lung Neoplasms/pathology , Male , Microfluidics , Middle Aged , Mutation , Nanotechnology , Reverse Transcriptase Polymerase Chain Reaction , Single-Cell Analysis
8.
Nat Biotechnol ; 34(5): 547-555, 2016 05.
Article in English | MEDLINE | ID: mdl-27018799

ABSTRACT

High-throughput sequencing of circulating tumor DNA (ctDNA) promises to facilitate personalized cancer therapy. However, low quantities of cell-free DNA (cfDNA) in the blood and sequencing artifacts currently limit analytical sensitivity. To overcome these limitations, we introduce an approach for integrated digital error suppression (iDES). Our method combines in silico elimination of highly stereotypical background artifacts with a molecular barcoding strategy for the efficient recovery of cfDNA molecules. Individually, these two methods each improve the sensitivity of cancer personalized profiling by deep sequencing (CAPP-Seq) by about threefold, and synergize when combined to yield ∼15-fold improvements. As a result, iDES-enhanced CAPP-Seq facilitates noninvasive variant detection across hundreds of kilobases. Applied to non-small cell lung cancer (NSCLC) patients, our method enabled biopsy-free profiling of EGFR kinase domain mutations with 92% sensitivity and >99.99% specificity at the variant level, and with 90% sensitivity and 96% specificity at the patient level. In addition, our approach allowed monitoring of NSCLC ctDNA down to 4 in 10(5) cfDNA molecules. We anticipate that iDES will aid the noninvasive genotyping and detection of ctDNA in research and clinical settings.


Subject(s)
Artifacts , Biomarkers, Tumor/blood , Biomarkers, Tumor/genetics , DNA, Neoplasm/blood , DNA, Neoplasm/genetics , High-Throughput Nucleotide Sequencing/methods , Algorithms , DNA, Neoplasm/isolation & purification , Humans , Neoplastic Cells, Circulating/metabolism , Reproducibility of Results , Sensitivity and Specificity , Signal Processing, Computer-Assisted , Systems Integration
9.
Clin Cancer Res ; 20(21): 5558-69, 2014 Nov 01.
Article in English | MEDLINE | ID: mdl-25189484

ABSTRACT

PURPOSE: Radiotherapy can result in lymphopenia, which has been linked to poorer survival. Here, we test the hypothesis that radiotherapy-induced lymphopenia is mediated by a tumor-secreted factor, Galectin-1 (Gal-1), which possesses T-cell proapoptotic activities. EXPERIMENTAL DESIGN: Matched Gal-1 wild-type (WT) or null mice were implanted with Lewis lung carcinoma (LLC-1) that either expressed Gal-1 or had Gal-1 stably downregulated. Tumors were irradiated locally and circulating Gal-1 and T cells were measured. Tumor growth, lung metastasis, intratumoral T-cell apoptosis, and microvessel density count were quantified. Thiodigalactoside (TDG), a Gal-1 inhibitor, was used to inhibit Gal-1 function in another group of mice to validate the observations noted with Gal-1 downregulation. Lymphocyte counts, survival, and plasma Gal-1 were analyzed in cohorts of radiotherapy-treated lung [non-small cell lung cancer (NSCLC)] and head and neck cancer patients. RESULTS: LLC irradiation increased Gal-1 secretion and decreased circulating T cells in mice, regardless of host Gal-1 expression. Inhibition of tumor Gal-1 with either shRNA or thiodigalactoside ablated radiotherapy-induced lymphopenia. Irradiated shGal-1 tumors showed significantly less intratumoral CD8(+) T-cell apoptosis and microvessel density, which led to marked tumor growth delay and reduced lung metastasis compared with controls. Similar observations were made after thiodigalactoside treatment. Radiotherapy-induced lymphopenia was associated with poorer overall survival in patients with NSCLC treated with hypofractionated radiotherapy. Plasma Gal-1 increased whereas T-cell decreased after radiation in another group of patients. CONCLUSIONS: Radiotherapy-related systemic lymphopenia appeared to be mediated by radiotherapy-induced tumor Gal-1 secretion that could lead to tumor progression through intratumoral immune suppression and enhanced angiogenesis.


Subject(s)
Apoptosis/radiation effects , Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/radiotherapy , Galectin 1/metabolism , Lung Neoplasms/metabolism , Lung Neoplasms/radiotherapy , Lymphopenia/metabolism , Animals , CD8-Positive T-Lymphocytes/metabolism , Carcinoma, Lewis Lung/metabolism , Carcinoma, Lewis Lung/radiotherapy , Cell Line, Tumor , Galectin 1/antagonists & inhibitors , Humans , Mice , Mice, Inbred C57BL , Neovascularization, Pathologic/metabolism , Thiogalactosides/pharmacology
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