INTRODUCTION: Esophageal adenocarcinoma (EAC) is an aggressive cancer with poor prognosis. Barrett's esophagus (BE) is a critical precursor of EAC. Patients with BE undergo endoscopic surveillance to monitor disease progression although only a small fraction develop EAC. These procedures are invasive and have limited accuracy in predicting BE progression. We evaluated the utility of an 8-protein mass spectrometry panel in predicting progression in patients with BE. METHODS: Eighty untreated controls and 20 cases were selected from our institutional tissue registry. Quantitative mass-spectrometry was performed on microdissected tissue sections. Data were split into 80% training and 20% test sets. We used Least Absolute Shrinkage and Selection Operator-regularized regression to train a logistic classifier on training data. Classifier performance was evaluated in test data. RESULTS: Ninety-two samples had sufficient tissue for mass spectrometry analysis (18 progressors, 74 nonprogressors). The multivariable regression model produced a sensitivity of 100% and a specificity of 39% in the overall cohort, with AUCs of 0.75 and 0.89 in the overall and test cohorts, respectively. Cox proportional hazards time-to-progression (TTP) showed a hazard ratio of 66.1 (95% CI 7.79–561, P = 0.00012) for the model prediction. DISCUSSION: The promising performance of the model generated here suggests that the test may aid in selecting patients most likely to benefit from active BE surveillance. Moreover, the association of this model's prediction with time-to-progression may offer decision support for management of patients likely to progress quickly. These results support continued development of this proteomic panel as a risk stratification tool for patients with BE.
Abstract 2805: Mass spectrometry detects lower frequency of routine markers and consistent overexpression of novel disease drivers in Barrett's-related esophageal cancer
Abstract Introduction: The incidence of esophageal adenocarcinoma (EAC) has increased more than any other cancer in our lifetime. Barrett’s esophagus (BE) is the only known precursor to EAC. At present, HER-2 and anti-PD-L1 therapies are FDA-approved for EAC, and off-label use of EGFR-directed therapy has been reported. Our study aims to use liquid chromatography mass spectrometry (LC/MS) to measure the expression of oncoproteins that are currently approved-drug targets in EAC and explore new promising targets for drug development and diagnostic applications for EAC and BE. Methods: EAC patients who underwent esophagectomy without chemo-radiation were identified. BE patients with subsequent progression to EAC and those without progression for >10 years were identified. Normal esophageal mucosa tissues with no history of progression were analyzed for baseline expression. Tissue sections were microdissected to isolate pure EAC, BE and normal mucosal cells from stroma. These biopsies were solubilized for LC/MS-based quantification of 80+ clinically relevant tumor markers including novel markers which are believed to play a role in the disease progression from BE to EAC. The expression trends of these markers were scrutinized by immunofluorescence (IF) in a subset of specimens/biomarkers to confirm mass spec results. Results: A total of 159 tissues were analyzed via LC-MS. In 55 EAC tissues - HER2, PD-L1 and EGFR were overexpressed in 16.3%, 0%, and 0% of patients, respectively. New markers DAD1 and S100P were noted to have high (7,634.0 and 27,222.6 attomoles/ug) and consistent (98.1% and 94.5%) overexpression in EAC samples. Expression of HER2, S100P and DAD1 were significantly higher in EAC compared to 23 normal esophageal mucosa specimens. There was no statistical difference in the expression of PD-L1 and EGFR between EAC and healthy mucosal samples. 45 BE biopsies progressed to EAC within a mean of 380 days, while the remaining 36 BE specimens did not progress over a 10-year period. 8 novel biomarkers were expressed at a higher level in BE tissue that progressed to cancer when compared to esophageal tissue that remained stable over 10 years. The expression trends observed via LC/MS were confirmed via IF in DAD1, S100P and two other novel markers. Discussion: LC-MS revealed low prevalence of target proteins in currently approved EAC therapies and high levels of newly discovered disease drivers that should be explored as possible therapy targets or diagnostic markers. The differential overexpression of the novel markers in progressive and non-progressive BE tissues, as well as the consistent overexpression of these markers in EAC tumors, demonstrates the potential for early detection of esophageal carcinogenesis and/or reveals potential therapeutic programs for an indication that lacks highly efficacious targeted therapy options. Citation Format: Christopher Hartley, Ajay Bansal, Catherine Hagen, Olivia Driscoll, Seyun Oh, Joe Abdo, Sumeet K. Mittal. Mass spectrometry detects lower frequency of routine markers and consistent overexpression of novel disease drivers in Barrett's-related esophageal cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 2805.
Quantitative proteomic profiling of esophageal adenocarcinoma tumors to assess prevalence of approved targets and elucidate novel biomarkers.
343 Background: Esophageal adenocarcinoma (EAC) continues to have extremely poor prognosis despite advances in surgical and oncological regimens. Targeted and immune therapy hold promise to improve outcomes in solid tumors including EAC. At present HER-2 and anti-PD-L1 therapies are approved by the FDA for EAC. Additionally, off-label use of EGFR directed therapy has been reported. The aim of this study is to measure expression of 80+ oncoproteins in EAC using multiplexed mass spectrometry to elucidate expression of currently approved-drug targets and explore promising new targets for drug development. Methods: After Institutional Review Board approval (Mayo Clinic and KUMC), EAC patients whose tumors were resected via esophagectomy before chemotherapy and/or radiation were identified. Normal esophageal mucosa samples with no history of EAC were also retrieved for analysis. Tissue sections were microdissected to exclude stroma from adenocarcinoma cells. Isolated EAC cells were solubilized for mass spectrometry-based quantitation of more than 80 clinically relevant tumor markers. Results: 55 EAC tissues were analyzed. HER2, PD-L1 and EGFR were overexpressed only in 16.3%, 0%, and 0% of patients, respectively. New oncoproteins #2 and #6 were noted to have high (7,634.0 and 27,222.6 attomoles/ug) and consistent (98.1% and 94.5%) overexpression in EAC samples. Expression of HER2, oncoproteins #2 and #6 were significantly higher in EAC compared to normal esophageal mucosa. There was no statistical difference in the expression of PD-L1 and EGFR between EAC and normal samples. Conclusions: Mass spectrometry revealed a very low prevalence of target oncoproteins in EAC for currently used drugs. Our study potentially reveals alternate markers which are near universally present at high levels and should be further explored for targeted treatment.[Table: see text]
STLA101 assay for the detection of cancerous progression in Barrett’s esophagus: A multi-institutional study.
249 Background: Since 1975, Esophageal adenocarcinoma (EAC) incidence has increased more than any other cancer (̃700%). Pre-malignant metaplastic tissue, or Barrett's Esophagus (BE), is the only known precursor for EAC. Periodic histological assessment of endoscopic biopsy along dysplasia-carcinoma sequence is used to assess progression risk. Current surveillance protocols have clinical limitations as 80% of patients still present with stage II-IV EAC. The aim of this study is to compare novel proteomic expression patterns to distinguish stable BE patients from those who developed EAC using the STLA101 assay. Methods: After Institutional Review Board approval patients with BE/GERD were identified. Two cohorts were selected: progressors (progressed to EAC at subsequent interval of 0.5-3 years) and non–progressors (̃10 yrs of f/u surveillance without progression along dysplasia/carcinoma path). 24 normal esophageal mucosa samples with no h/o of BE were also retrieved for baseline expression levels. Tissue sections were microdissected to isolate pure BE cells from surrounding stromal cells. BE cells underwent a multi-step process where tissue was heated and digested to produce a liquid biopsy for mass spec. Isotopically labeled control peptides representing the STLA101 panel were spiked in with digested tissue samples to quantify all of the markers simultaneously using a Triple-quad mass spectrometer. Results: A total of 95 tissues were analyzed. 29 BE biopsies progressed to EAC within a mean of 380 days while the remaining 28 BE and 14 GERD specimens did not progress over a 10-yr period. All 8 biomarkers were expressed at a higher level in BE tissue that progressed to cancer when compared to BE/GERD tissue that remained stable over 10 years. The assay had a 100% technical success rate as no samples yielded “non-detectable” data points. Conclusions: The differential overexpression of the STLA101 panel on progressive and non-progressive BE tissues demonstrates the clinical utility of STLA101 as a predictive biomarker panel for early detection of esophageal carcinogenesis. Non-progressive BE tissues were similar to normal mucosa, therefore, patients whose BE tissue samples resemble this profile may receive a reduced screening cadence. On the other hand, patients with overexpression of the STLA101 panel may be eligible to receive more frequent screening or therapeutic intervention.
S431 Proteomic Assay for Barrett’s Esophagus Progression: A Multi-Institutional Retrospective Study