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1.
Cancer ; 130(10): 1758-1765, 2024 May 15.
Article in English | MEDLINE | ID: mdl-38422026

ABSTRACT

BACKGROUND: In early-stage non-small cell lung cancer (NSCLC), recurrence is frequently observed. Circulating tumor DNA (ctDNA) has emerged as a noninvasive tool to risk stratify patients for recurrence after curative intent therapy. This study aimed to risk stratify patients with early-stage NSCLC via a personalized, tumor-informed multiplex polymerase chain reaction (mPCR) next-generation sequencing assay. METHODS: This retrospective cohort study included patients with stage I-III NSCLC. Recruited patients received standard-of-care management (surgical resection with or without adjuvant chemotherapy, followed by surveillance). Whole-exome sequencing of NSCLC resected tissue and matched germline DNA was used to design patient-specific mPCR assays (Signatera, Natera, Inc) to track up to 16 single-nucleotide variants in plasma samples. RESULTS: The overall cohort with analyzed plasma samples consisted of 57 patients. Stage distribution was 68% for stage I and 16% each for stages II and III. Presurgery (i.e., at baseline), ctDNA was detected in 15 of 57 patients (26%). ctDNA detection presurgery was significantly associated with shorter recurrence-free survival (RFS; hazard ratio [HR], 3.54; 95% confidence interval [CI], 1.00-12.62; p = .009). In the postsurgery setting, ctDNA was detected in seven patients, of whom 100% experienced radiological recurrence. ctDNA positivity preceded radiological findings by a median lead time of 2.8 months (range, 0-12.9 months). Longitudinally, ctDNA detection at any time point was associated with shorter RFS (HR, 16.1; 95% CI, 1.63-158.9; p < .0001). CONCLUSIONS: ctDNA detection before surgical resection was strongly associated with a high risk of relapse in early-stage NSCLC in a large unique Asian cohort. Prospective studies are needed to assess the clinical utility of ctDNA status in this setting.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Circulating Tumor DNA , High-Throughput Nucleotide Sequencing , Lung Neoplasms , Neoplasm Recurrence, Local , Neoplasm Staging , Neoplasm, Residual , Humans , Lung Neoplasms/genetics , Lung Neoplasms/blood , Lung Neoplasms/pathology , Male , Circulating Tumor DNA/blood , Circulating Tumor DNA/genetics , Female , Middle Aged , Aged , Retrospective Studies , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/diagnosis , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/blood , Carcinoma, Non-Small-Cell Lung/pathology , High-Throughput Nucleotide Sequencing/methods , Neoplasm, Residual/genetics , Neoplasm, Residual/diagnosis , Early Detection of Cancer/methods , Biomarkers, Tumor/genetics , Biomarkers, Tumor/blood , Adult , Aged, 80 and over , Multiplex Polymerase Chain Reaction/methods
2.
Clin Cancer Res ; 29(23): 4797-4807, 2023 12 01.
Article in English | MEDLINE | ID: mdl-37782315

ABSTRACT

PURPOSE: To investigate whether circulating tumor DNA (ctDNA) assessment in patients with muscle-invasive bladder cancer predicts treatment response and provides early detection of metastatic disease. EXPERIMENTAL DESIGN: We present full follow-up results (median follow-up: 68 months) from a previously described cohort of 68 neoadjuvant chemotherapy (NAC)-treated patients who underwent longitudinal ctDNA testing (712 plasma samples). In addition, we performed ctDNA evaluation of 153 plasma samples collected before and after radical cystectomy (RC) in a separate cohort of 102 NAC-naïve patients (median follow-up: 72 months). Total RNA sequencing of tumors was performed to investigate biological characteristics of ctDNA shedding tumors. RESULTS: Assessment of ctDNA after RC identified metastatic relapse with a sensitivity of 94% and specificity of 98% using the expanded follow-up data for the NAC-treated patients. ctDNA dynamics during NAC was independently associated with patient outcomes when adjusted for pathologic downstaging (HR = 4.7; P = 0.029). For the NAC-naïve patients, ctDNA was a prognostic predictor before (HR = 3.4; P = 0.0005) and after RC (HR = 17.8; P = 0.0002). No statistically significant difference in recurrence-free survival for patients without detectable ctDNA at diagnosis was observed between the cohorts. Baseline ctDNA positivity was associated with the Basal/Squamous (Ba/Sq) subtype and enrichment of epithelial-to-mesenchymal transition and cell cycle-associated gene sets. CONCLUSIONS: ctDNA is prognostic in NAC-treated and NAC-naïve patients with more than 5 years follow-up and outperforms pathologic downstaging in predicting treatment efficacy. Patients without detectable ctDNA at diagnosis may benefit significantly less from NAC, but additional studies are needed.


Subject(s)
Carcinoma, Transitional Cell , Circulating Tumor DNA , Urinary Bladder Neoplasms , Humans , Carcinoma, Transitional Cell/drug therapy , Urinary Bladder Neoplasms/drug therapy , Urinary Bladder Neoplasms/genetics , Circulating Tumor DNA/genetics , Follow-Up Studies , Neoplasm Recurrence, Local/genetics , Neoadjuvant Therapy/methods
3.
Cancer Cell ; 41(6): 1091-1102.e4, 2023 06 12.
Article in English | MEDLINE | ID: mdl-37146605

ABSTRACT

Circulating tumor DNA (ctDNA) analysis may improve early-stage breast cancer treatment via non-invasive tumor burden assessment. To investigate subtype-specific differences in the clinical significance and biology of ctDNA shedding, we perform serial personalized ctDNA analysis in hormone receptor (HR)-positive/HER2-negative breast cancer and triple-negative breast cancer (TNBC) patients receiving neoadjuvant chemotherapy (NAC) in the I-SPY2 trial. ctDNA positivity rates before, during, and after NAC are higher in TNBC than in HR-positive/HER2-negative breast cancer patients. Early clearance of ctDNA 3 weeks after treatment initiation predicts a favorable response to NAC in TNBC only. Whereas ctDNA positivity associates with reduced distant recurrence-free survival in both subtypes. Conversely, ctDNA negativity after NAC correlates with improved outcomes, even in patients with extensive residual cancer. Pretreatment tumor mRNA profiling reveals associations between ctDNA shedding and cell cycle and immune-associated signaling. On the basis of these findings, the I-SPY2 trial will prospectively test ctDNA for utility in redirecting therapy to improve response and prognosis.


Subject(s)
Breast Neoplasms , Circulating Tumor DNA , Triple Negative Breast Neoplasms , Humans , Female , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Triple Negative Breast Neoplasms/drug therapy , Triple Negative Breast Neoplasms/genetics , Circulating Tumor DNA/genetics , Neoadjuvant Therapy , Clinical Relevance , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biology , Receptor, ErbB-2/genetics , Receptor, ErbB-2/metabolism
4.
Clin Cancer Res ; 28(3): 507-517, 2022 02 01.
Article in English | MEDLINE | ID: mdl-34625408

ABSTRACT

PURPOSE: Sensitive methods for risk stratification, monitoring therapeutic efficacy, and early relapse detection may have a major impact on treatment decisions and patient management for stage III colorectal cancer patients. Beyond assessing the predictive power of postoperative ctDNA detection, we explored the added benefits of serial analysis: assessing adjuvant chemotherapy (ACT) efficacy, early relapse detection, and ctDNA growth rates. EXPERIMENTAL DESIGN: We recruited 168 patients with stage III colorectal cancer treated with curative intent at Danish and Spanish hospitals between 2014 and 2019. To quantify ctDNA in plasma samples (n = 1,204), 16 patient-specific somatic single-nucleotide variants were profiled using multiplex-PCR, next-generation sequencing. RESULTS: Detection of ctDNA was a strong recurrence predictor postoperatively [HR = 7.0; 95% confidence interval (CI), 3.7-13.5; P < 0.001] and directly after ACT (HR = 50.76; 95% CI, 15.4-167; P < 0.001). The recurrence rate of postoperative ctDNA-positive patients treated with ACT was 80% (16/20). Only patients who cleared ctDNA permanently during ACT did not relapse. Serial ctDNA assessment after the end of treatment was similarly predictive of recurrence (HR = 50.80; 95% CI, 14.9-172; P < 0.001), and revealed two distinct rates of exponential ctDNA growth, slow (25% ctDNA-increase/month) and fast (143% ctDNA-increase/month; P < 0.001). The ctDNA growth rate was prognostic of survival (HR = 2.7; 95% CI, 1.1-6.7; P = 0.039). Serial ctDNA analysis every 3 months detected recurrence with a median lead-time of 9.8 months compared with standard-of-care computed tomography. CONCLUSIONS: Serial postoperative ctDNA analysis has a strong prognostic value and enables tumor growth rate assessment. The novel combination of ctDNA detection and growth rate assessment provides unique opportunities for guiding decision-making.See related commentary by Morris and George, p. 438.


Subject(s)
Biomarkers, Tumor/blood , Circulating Tumor DNA/blood , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/therapy , Neoplasm Recurrence, Local/diagnosis , Neoplasm, Residual/diagnosis , Aged , Clinical Decision-Making , Colorectal Neoplasms/pathology , Drug Monitoring , Female , Humans , Male , Neoplasm Staging , Predictive Value of Tests , Prognosis
5.
JCO Precis Oncol ; 52021 07.
Article in English | MEDLINE | ID: mdl-34327297

ABSTRACT

PURPOSE: More than 50% of patients with stage IV colorectal cancer (metastatic colorectal cancer [mCRC]) relapse postresection. The efficacy of postoperative systemic treatment is limited in this setting. Thus, these patients would greatly benefit from the use of a reliable prognostic biomarker, such as circulating tumor DNA (ctDNA) to identify minimal or molecular residual disease (MRD). PATIENTS AND METHODS: We analyzed a cohort of 112 patients with mCRC who had undergone metastatic resection with curative intent as part of the PREDATOR clinical trial. The study evaluated the prognostic value of ctDNA, correlating MRD status postsurgery with clinical outcomes by using a personalized and tumor-informed ctDNA assay (bespoke multiple PCR, next-generation sequencing assay). Postresection, systemic therapy was given to 39.2% of the patients at the discretion of the treating physician. RESULTS: Postsurgical, MRD positivity was observed in 54.4% (61 of 112) of patients, of which 96.7% (59 of 61) progressed at the time of data cutoff (hazard ratio [HR]: 5.8; 95% CI, 3.5 to 9.7; P < .001). MRD-positive status was also associated with an inferior overall survival: HR: 16.0; 95% CI, 3.9 to 68.0; P < .001. At the time of analyses, 96% (49 of 51) of patients were alive in the MRD-negative arm compared with 52.4% (32 of 61) in the MRD-positive arm. Patients who did not receive systemic therapy and were MRD-negative in the combined ctDNA analysis at two time points had an overall survival of 100%. In the multivariate analysis, ctDNA-based MRD status was the most significant prognostic factor associated with disease-free survival (HR: 5.78; 95% CI, 3.34 to 10.0; P < .001). CONCLUSION: This study confirms that in mCRC undergoing resection of metastases, postoperative MRD analysis is a strong prognostic biomarker. It holds promises for being implemented in clinical decision making, informing clinical trial design, and further translational research.


Subject(s)
Circulating Tumor DNA , Colorectal Neoplasms , Circulating Tumor DNA/genetics , Colorectal Neoplasms/genetics , Humans , Neoplasm Recurrence, Local/genetics , Neoplasm, Residual/genetics , Prognosis
6.
Cell Adh Migr ; 11(5-6): 504-513, 2017 Sep 03.
Article in English | MEDLINE | ID: mdl-28129019

ABSTRACT

Physical force has emerged as a key regulator of tissue homeostasis, and plays an important role in embryogenesis, tissue regeneration, and disease progression. Currently, the details of protein interactions under elevated physical stress are largely missing, therefore, preventing the fundamental, molecular understanding of mechano-transduction. This is in part due to the difficulty isolating large quantities of cell lysates exposed to force-bearing conditions for biochemical analysis. We designed a simple, easy-to-fabricate, large-scale cell stretch device for the analysis of force-sensitive cell responses. Using proximal biotinylation (BioID) analysis or phospho-specific antibodies, we detected force-sensitive biochemical changes in cells exposed to prolonged cyclic substrate stretch. For example, using promiscuous biotin ligase BirA* tagged α-catenin, the biotinylation of myosin IIA increased with stretch, suggesting the close proximity of myosin IIA to α-catenin under a force bearing condition. Furthermore, using phospho-specific antibodies, Akt phosphorylation was reduced upon stretch while Src phosphorylation was unchanged. Interestingly, phosphorylation of GSK3ß, a downstream effector of Akt pathway, was also reduced with stretch, while the phosphorylation of other Akt effectors was unchanged. These data suggest that the Akt-GSK3ß pathway is force-sensitive. This simple cell stretch device enables biochemical analysis of force-sensitive responses and has potential to uncover molecules underlying mechano-transduction.


Subject(s)
Proto-Oncogene Proteins c-akt/metabolism , Animals , Blotting, Western , Dogs , Glycogen Synthase Kinase 3 beta/genetics , Glycogen Synthase Kinase 3 beta/metabolism , Madin Darby Canine Kidney Cells , Mechanotransduction, Cellular/genetics , Mechanotransduction, Cellular/physiology , Phosphorylation/genetics , Phosphorylation/physiology , Protein Binding/genetics , Protein Binding/physiology , Proto-Oncogene Proteins c-akt/genetics , Stress, Mechanical
7.
PLoS One ; 10(3): e0122886, 2015.
Article in English | MEDLINE | ID: mdl-25806963

ABSTRACT

Tissues and organs undergo constant physical perturbations and individual cells must respond to mechanical forces to maintain tissue integrity. However, molecular interactions underlying mechano-transduction are not fully defined at cell-cell junctions. This is in part due to weak and transient interactions that are likely prevalent in force-induced protein complexes. Using in situ proximal biotinylation by the promiscuous biotin ligase BirA tagged to α-catenin and a substrate stretch cell chamber, we sought to identify force-dependent molecular interactions surrounding α-catenin, an actin regulator at the sites of cadherin mediated cell-cell adhesion. While E-cadherin, ß-catenin, vinculin and actin localize with α-catenin at cell-cell contacts in immuno-fluorescent staining, only ß-catenin and plakoglobin were biotinylated, suggesting that this proximal biotinylation is limited to the molecules that are in the immediate vicinity of α-catenin. In mechanically stretched samples, increased biotinylation of non-muscle myosin IIA, but not myosin IIB, suggests close spatial proximity between α-catenin and myosin IIA during substrate stretching. This force-induced biotinylation diminished as myosin II activity was inhibited by blebbistatin. Taken together, this promising technique enables us to identify force sensitive complexes that may be essential for mechano-responses in force bearing cell adhesion.


Subject(s)
Biotin/metabolism , Carbon-Nitrogen Ligases/metabolism , Escherichia coli Proteins/metabolism , Nonmuscle Myosin Type IIA/metabolism , Repressor Proteins/metabolism , alpha Catenin/metabolism , Actins/metabolism , Animals , Biotinylation , Carbon-Nitrogen Ligases/genetics , Dogs , Escherichia coli Proteins/genetics , Madin Darby Canine Kidney Cells , Microscopy, Confocal , Mutagenesis, Site-Directed , Repressor Proteins/genetics , Stress, Mechanical , Substrate Specificity , beta Catenin/metabolism , gamma Catenin/metabolism
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