scholarly journals O29: PREDICTING RESPONSE TO NEOADJUVANT THERAPY IN OESOPHAGEAL ADENOCARCINOMA PRE-TREATMENT BIOPSIES

2021 ◽  
Vol 108 (Supplement_1) ◽  
Author(s):  
M Lloyd ◽  
F Izadi ◽  
S Rahman ◽  
R Walker ◽  
A Hayden ◽  
...  

Abstract Aims We currently cannot predict which patients with locally advanced oesophageal adenocarcinoma will be amongst the 15-20% to gain a clinically important response to neoadjuvant therapy (NAT). This pilot study aimed to identify differentially expressed genes from oesophageal adenocarcinoma pre-treatment biopsies between responders and non-responders to NAT and develop methodology for predicting response. Method Response to NAT was assessed pathologically using Tumour Regression Grading (TRG). Pre-treatment formalin-fixed paraffin embedded samples were analysed with two nuclease protection assays (EdgeSeq, HTG = Oncology Biomarker Panel (OBP) and Precision Immuno-Oncology Panel (PIP)). Sequencing was performed on the NextSeq500 (Illumina). Result Whilst there was no difference in pre-treatment characteristics, responders (TRG1-2, n=26) had significantly better post-treatment pathology and overall survival than non-responders (TRG4-5, n=30). Genes up-regulated in responders were involved in regulating cell cycling, whereas genes up-regulated in non-responders were involved in cytokine signalling and the immune response. Neuronal artificial network models could predict response to NAT with overall accuracy of 73% and 68% for the OBP and PIP, respectively, which is promising considering the small sample size. As no model will be 100% accurate, we developed a model that could take patient's views into consideration with an adjustable probability threshold for classification. Conclusion This pilot study informs a biologically sound hypothesis for the basis of response to NAT and suggests prediction from pre-treatment biopsies may be possible using EdgeSeq. We now aim to validate these results in a larger study to inform a bespoke classifier of response to enable delivery of precision therapy. Take-home message In oesophageal adenocarcinoma, responders and non-responders to neoadjuvant therapy have different expression profiles. Through using EdgeSeq in larger studies, we may be able to predict which patients will respond to treatment, allowing for delivery of precision therapy.

2021 ◽  
Vol 108 (Supplement_5) ◽  
Author(s):  
S Rahman ◽  
J Early ◽  
B Sharpe ◽  
M Lloyd ◽  
B Grace ◽  
...  

Abstract Introduction Locally advanced oesophageal adenocarcinoma is typically treated with neoadjuvant chemotherapy (NACT) or chemoradiotherapy (NACRT) followed by surgery. Significant benefit to neoadjuvant treatment however is confined to a minority of patients (<25%) and there are no reliable means of establishing prior to treatment in whom this benefit will occur. In this study, we assessed the utility of features extracted from high-resolution digital microscopy of pre-treatment biopsies in predicting response to neoadjuvant therapy in a machine-learning based modelling framework. Method A total of 102 cases were included in the study. Pre-treatment clinical information, including TNM staging, was obtained, along with diagnostic biopsies. Diagnostic biopsies were converted into high-resolution whole slide-images and features extracted using a pre-trained convolutional neural network (Xception). Elastic net regression models were then trained and validated with bootstrapping with 1000 resampled datasets. The response was considered according to Mandard tumour regression grade (TRG). Result There were 45 (44.1%) responders (TRG1-2) and 57 (57%) non-responders (TRG3-5) in the dataset. 34 patients (33.3%) received NACT and 68 (66.7%) received NACRT. A model trained with RNA-seq data achieved fair performance only in predicting response (AUC 0.598 95% CI 0.593–0.603), which was far exceeded by use of segmented diagnostic biopsy images (AUC 0.872 95% CI 0.869–0.875), which also produced well calibrated predictions of risk. Conclusion Despite using a small dataset, impressive performance in classifying response to neoadjuvant treatment can be achieved, particularly using automated image classification. Further study to refine the methodology is required before expansion to clinical settings. Take-home Message Response to neoadjuvant treatment for oesophageal cancer can be predicted from diagnostic biopsies


2020 ◽  
Vol 38 (4_suppl) ◽  
pp. 393-393
Author(s):  
Eric Roeland ◽  
Katie Kanter ◽  
Jennifer Yon-Li Wo ◽  
Madeleine Fish ◽  
Ryan David Nipp ◽  
...  

393 Background: Nearly half of patients with G/GE cancer do not receive or complete post-operative chemotherapy and/or chemoradiation (CRT). Total neoadjuvant therapy (TNT) is as an emerging alternate treatment strategy. We have previously reported a 28% pCR with FOLFIRINOX followed by CRT. However, TNT outcomes with FLOT or FOLFOX followed by CRT are lacking. Methods: We retrospectively analyzed patients after resection of locally advanced G/GE after receiving TNT. Patient received neoadjuvant FOLFOX or FLOT x 8 cycles, CRT (G 45 Gy, GE 50.4 Gy) with concurrent chemotherapy (5FU, carboplatin/paclitaxel). The primary aim was to explore TNT completion rates. Secondary aims included pCR and toxicity. We performed descriptive statistics, t-test, chi-squared, and Fisher’s exact tests as appropriate. Results: From 12/2015 to 8/2019, 57.1% (40/70) completed TNT and resection (15.7% active treatment, 15.7% progressive disease, 11% treated elsewhere). Median age was 66.0 (range:27-79) and 73% male. Tumor locations included 57.5% G, 30.0% GE, and 12.5% overlapping. Neoadjuvant chemotherapy included FLOT 22.5% (n = 9) or FOLFOX 77.5% (n = 31). Overall we found a 25% pCR without significant differences between type of neoadjuvant chemotherapy. Conclusions: TNT followed by resection is feasible with acceptable rates of treatment completion and toxicity. Notable limitations include the retrospective analysis, small sample size, and heterogenous treatment. The pCR rate is promising and warrants further prospective study to optimize TNT approaches. [Table: see text]


2021 ◽  
Vol 13 (11) ◽  
pp. 6285
Author(s):  
Sandra Misiak-Kwit ◽  
Małgorzata Wiścicka-Fernando ◽  
Kelaniyage Shihan Dilruk Fernando

In this manuscript, the authors aim to explore firstly the association between entrepreneurial mindset and co-creation experience, secondly the association between co-creation experience and entrepreneurial intentions, and thirdly the association between entrepreneurial mindset and entrepreneurial intentions within the sustainability context. In this paper, the authors present the results of the pilot study. Primary data were collected from 500 university students from China, Georgia, Poland, Romania, and Sri Lanka by using a convenient sampling technique, and a literature review was the primary method of the concept development. The authors selected the above-mentioned countries to collect primary data by using a convenient sampling technique based on accessibility; they also visited all analysed countries in order to conduct the pilot survey personally. Descriptive statistics and the Spearman’s rank correlation coefficient were applied as primary statistical methods. The findings reveal that there is a very strong association between co-creation experience and entrepreneurial intentions, a very weak negative association between entrepreneurial mindset and co-creation experience, and, surprisingly, a weak association between entrepreneurial mindset and entrepreneurial intentions. The added value of the conducted pilot research involves filling in a gap regarding the relationship between experience and the subjective norm. In the presented pilot research, co-creation experience was compared with not only entrepreneurial mindset but with entrepreneurial intentions as well. An additional value of this exploratory research is compiling an international comparison. The main contribution of this pilot study is examining the symbiotic mutualism between co-creation and entrepreneurship. Among many platforms of associations, the following can be differentiated: creativity, innovativeness, openness, engagement, awareness, motivation, trust (level of social capital), and recognizing the significance of social and sustainable development objectives. Due to the small sample size, the results cannot be generalised. Results refer only to the respondents. However, the findings of the pilot study are the basis for further research studies on symbiotic mutualism between entrepreneurship and co-creation.


2021 ◽  
Vol 14 (1) ◽  
Author(s):  
Anna Gorsler ◽  
Ulrike Grittner ◽  
Nadine Külzow ◽  
Torsten Rackoll

Abstract Objective Neglect after stroke is a disabling disorder and its rehabilitation is a major challenge. Transcranial direct current stimulation (tDCS) seems to be a promising adjuvant technique to improve standard care neglect therapy. Since electric fields are influenced by age-related factors, higher current densities are probably needed for effective treatment in aged stroke patients. Validation of treatment efficacy requires sham-controlled experiments, but increased current densities might comprise blinding. Therefore, a pilot study was conducted to test sham adequacy when using current density of 0.8 A/m2. Whether especially neglect patients who mainly suffer from perceptual and attentional deficits are able to differentiate beyond chance active from sham tDCS was investigated in a randomized cross-over design (active/sham stimulation) in 12 early subacute patients with left-sided hemineglect. Stimulation (0.8 A/m2) was performed simultaneous to standard care neglect therapy. Results Odds ratio of correct guessing an atDCS condition compared to wrongly judge an atDCS condition as sham was 10.00 (95%CI 0.65–154.40, p = 0.099). However, given the small sample size and high OR, although likely somewhat overestimated, results require careful interpretation and blinding success in neglect studies with current densities of 0.8 A/m2 should be further confirmed.


2021 ◽  
pp. 193229682110111
Author(s):  
Sarah Nadeem ◽  
Uswah Siddiqi ◽  
Russell Seth Martins ◽  
Kaleemullah Badini

Introduction: Diabetes mellitus technology (DMT) is increasingly used for routine management in developed countries, yet its uptake in developing countries is not as consistent. Multiple factors may influence this, including country specific patient perception regarding DMT. We conducted a pilot study in Pakistan to understand this important question which has not been studied yet. Methods: A cross-sectional pilot study was conducted in Pakistan. An anonymous survey exploring perceptions of diabetes technology was circulated on social media platforms, collecting responses over 2 weeks. Target population included adults (≥18 years) living in Pakistan, with DM1 or 2. Results: A total of 40 responses were received. The majority (36/40) reported using conventional glucometers. Nine used continuous glucose monitoring (CGM). Thirty-two of 40 patients believed DMT improved diabetes care, 22 felt it helped decreased risk of Diabetes-related complications. 15/40 stated that DMT results in increased cost of care. Sixteen reported their diabetes care teams had never discussed wearable DMT options whereas 11 disliked them because they did not want a device on their self. Conclusion: In our pilot study we have identified broad themes of opportunity and challenges to DMT use in Pakistan. Patients’ perceptions regarding DMT were generally positive but significant barriers to its acceptance included high cost, lack of discussion between doctor and patient about available technology and personal hesitation. Limitations of our study include sampling bias (online survey) and small sample size, but this data can help inform larger studies, to look at this important topic in greater detail.


2021 ◽  
pp. 039156032110351
Author(s):  
Alessandro Uleri ◽  
Rodolfo Hurle ◽  
Roberto Contieri ◽  
Pietro Diana ◽  
Nicolòmaria Buffi ◽  
...  

Background: Bladder cancer (BC) staging is challenging. There is an important need for available and affordable predictors to assess, in combination with imaging, the presence of locally-advanced disease. Objective: To determine the role of the De Ritis ratio (DRR) and neutrophils to lymphocytes ratio (NLR) in the prediction of locally-advanced disease defined as the presence of extravescical extension (pT ⩾ 3) and/or lymph node metastases (LNM) in patients with BC treated with radical cystectomy (RC). Methods: We retrospectively analyzed clinical and pathological data of 139 consecutive patients who underwent RC at our institution. Logistic regression models (LRMs) were fitted to test the above-mentioned outcomes. Results: A total of 139 consecutive patients underwent RC at our institution. Eighty-six (61.9%) patients had a locally-advanced disease. NLR (2.53 and 3.07; p = 0.005) and DRR (1 and 1.17; p = 0.01) were significantly higher in patients with locally-advanced disease as compared to organ-confined disease. In multivariable LRMs, an increasing DRR was an independent predictor of locally-advanced disease (OR = 3.91; 95% CI: 1.282–11.916; p = 0.017). Similarly, an increasing NLR was independently related to presence of locally-advanced disease (OR = 1.28; 95% CI: 1.027–1.591; p = 0.028). In univariate LRMs, patients with DRR > 1.21 had a higher risk of locally advanced disease (OR = 2.83; 95% CI: 1.312–6.128; p = 0.008). Similarly, in patients with NLR > 3.47 there was an increased risk of locally advanced disease (OR = 3.02; 95% CI: 1.374–6.651; p = 0.006). In multivariable LRMs, a DRR > 1.21 was an independent predictor of locally advanced disease (OR = 2.66; 95% CI: 1.12–6.35; p = 0.027). Similarly, an NLR > 3.47 was independently related to presence of locally advanced disease (OR = 2.24; 95% CI: 0.95–5.25; p = 0.065). No other covariates such as gender, BMI, neoadjuvant chemotherapy or diabetes reached statistical significance. The AUC of the multivariate LRM to assess the risk of locally advanced disease was 0.707 (95% CI: 0.623–0.795). Limitations include the retrospective nature of the study and the relatively small sample size.


2006 ◽  
Vol 24 (18_suppl) ◽  
pp. 17116-17116 ◽  
Author(s):  
M. Gamaz ◽  
T. Makhloufi ◽  
S. Taright ◽  
R. Baba-Ahmed ◽  
R. Amrane ◽  
...  

17116 Background: This study was designed to compare the response rates and toxicities of the standard GC regimen versus GD, a non-platin regimen, in locally advanced and metastatic NSCLC. Methods: In both arms, gemcitabine 1250 mg/m2 was administered on days 1 and 8. In the GD arm, docetaxel 75 mg/m2 was given on day 8. In the GC arm, cisplatin 70 mg/m2 was given on day 1. Both regimens were repeated every 3 weeks. Results: From September 2004 to September 2005, 47 patients were enrolled In the GD arm (N = 25), the median age was 54.6 years (range, 45–70), and 22 (88.0%) were male. The majority of patients had either squamous cell (52.0%) or adenocarcinoma (44.0%), and stage IIIB disease (64.0%). In the GC arm (N = 22), the median age was 60.9 years (range, 42–74), and 20 (90.9%) were male. Most patients also had either squamous cell (50.0%) or adenocarcinoma (31.8%), and stage IIIB disease (59.1%). The difference in age between arms was significant (p = 0.046), but the differences in the remaining baseline characteristics and demographics were not significant. Toxicity and response results are in the table below. Conclusions: Overall response rate was numerically higher in the GC arm than the GD arm, but the difference was not significant because of the small sample size in each arm. The toxicity profile was significantly better in the GC arm for fatigue and nausea/vomiting. We think that GC regimen will remain the standard in treatment for advanced and metastatic NSCLC; however, we will confirm these findings in a randomized phase II study. [Table: see text] No significant financial relationships to disclose.


2016 ◽  
Vol 34 (4_suppl) ◽  
pp. 371-371 ◽  
Author(s):  
Teresa Macarulla ◽  
Josep Tabernero ◽  
Daniel H. Palmer ◽  
Sunil Sharma ◽  
Kenneth H. Yu ◽  
...  

371 Background: Sonidegib (LDE225) is a potent, selective, and orally bioavailable inhibitor of smoothened receptor that demonstrated preclinical activity in combination with gemcitabine (GEM). Here, we present data from a phase 1b trial of sonidegib in combination with GEM in patients (pts) with pancreatic adenocarcinoma (PA). Methods: Pts with histologically or cytologically confirmed, locally advanced, or metastatic PA who had not been treated previously or had progressed despite prior chemotherapy (other than GEM) were included in the study. Dose escalation started with sonidegib 400 mg, once a day, in combination with GEM 1000 mg/m2 IV infusion on days 1, 8, and 15 of a 28-day cycle. Results: A total of 18 pts were enrolled (9 pts each the in dose escalation and dose expansion phases). Pts discontinued the study because of disease progression (n = 11, 61.1%), consent withdrawal (n = 3, 16.7%), administrative problems (n = 3, 16.7%), and grade 3 or 4 blood creatine kinase (CK) elevation (n = 1, 5.6%). Three of 9 pts in dose escalation phase experienced dose-limiting toxicities during the first 8 weeks including grade 3 mucositis (n = 1), grade 3 CK elevation (n = 1), and grade 3 aspartate aminotransferase elevation (n = 1). Drug-related adverse events (AEs) of all grades were reported in 14 pts (77.8%) and grade 3 or 4 AEs were reported in 10 pts (55.6%). The most commonly reported AEs were anemia and nausea. No pharmacokinetic (PK) interaction was observed. Based on considerations of the statistical model, clinical assessment of safety, tolerability, PK, and pharmacodynamic results, maximum-tolerated dose and recommended dose were established as 400 mg of sonidegib in combination with the fixed standard dose of GEM (1000 mg/m2).The objective response rate was 11.1% and the median progression-free survival (PFS) was 4.9 months. Conclusions: The combination of sonidegib and GEM was generally well tolerated with moderate activity. Although no formal comparison can be made due to small sample size of this study, this combination provided a median PFS comparable to the current standard of care without conferring any additional clinical benefit. Clinical trial information: NCT01487785.


2017 ◽  
Vol 2017 ◽  
pp. 1-7 ◽  
Author(s):  
Dawn Odom ◽  
Deirdre Mladsi ◽  
Molly Purser ◽  
James A. Kaye ◽  
Eirini Palaka ◽  
...  

Objectives. Based on single-arm trial data (BOLT), sonidegib was approved in the US and EU to treat locally advanced basal cell carcinomas (BCCs) ineligible for curative surgery or radiotherapy. Vismodegib, the other approved targeted therapy, also was assessed in a single-arm trial (ERIVANCE). We examined the comparative effectiveness of the two drugs using a matching-adjusted indirect comparison (MAIC) versus an unadjusted indirect comparison. Methods. After comparing trials and identifying potential prognostic factors, an MAIC was conducted to adjust for differences in key patient baseline characteristics. Due to BOLT’s small sample size, the number of matching variables was restricted to two. Efficacy results for sonidegib were generated so that selected baseline characteristics matched those from ERIVANCE and were compared with published ERIVANCE results. Results. Matching variables were baseline percentages of patients receiving prior radiotherapy and surgery. After weighting, sonidegib objective response rate (ORR) and median progression-free survival (PFS) were effectively unchanged (prematched versus postmatched ORR and PFS, 56.1% versus 56.7% and 22.1 versus 22.1 months, resp.). Vismodegib’s ORR and PFS were 47.6% and 9.5 months. Conclusions. Comparative effectiveness of sonidegib versus vismodegib remains unchanged after adjusting BOLT patient-level data to match published ERIVANCE baseline percentages of patients receiving prior surgery and radiotherapy.


2015 ◽  
Vol 1 (1) ◽  
pp. 12-18 ◽  
Author(s):  
Lindsay C Johnston ◽  
Ruijun Chen ◽  
Travis M Whitfill ◽  
Christie J Bruno ◽  
Orly L Levit ◽  
...  

IntroductionDirect laryngoscopy (DL) and airway intubation are critical for neonatal resuscitation. A challenge in teaching DL is that the instructor cannot assess the learners’ airway view. Videolaryngoscopy (VL), which allows display of a patient's airway on a monitor, enables the instructor to view the airway during the procedure. This pilot study compared deliberate practice using either VL with instruction (I-VL) or traditional DL. We hypothesised that I-VL would improve the efficiency and effectiveness of neonatal intubation (NI) training.MethodsParticipants (students, paediatric interns and neonatal fellows) were randomised to I-VL or DL. Baseline technical skills were assessed using a skills checklist and global skills assessment. Following educational sessions, deliberate practice was performed on mannequins using the Storz C-MAC. With I-VL, the instructor could guide training using a real-time airway monitor view. With DL, feedback was based solely on technique or direct visual confirmation, but the instructor and learner views were not concurrent. During summative assessment, procedural skills checklists were used to evaluate intubation ability on a neonatal airway trainer. The duration of attempts was recorded, and recorded airway views were blindly reviewed for airway grade. ‘Effectiveness’ reflected achievement of the minimum passing score (MPS). ‘Efficiency’ was the duration of training for learners achieving the MPS.Results58 learners were randomised. Baseline demographics were similar. All participants had a significant improvement in knowledge, skills and comfort/confidence following training. There were no significant differences between randomised groups in efficiency or effectiveness, but trends towards improvement in each were noted. Fellows were more likely to achieve ‘competency’ postinstruction compared to non-fellows (p<0.001).ConclusionsThis educational intervention to teach NI increased the learner's knowledge, technical skills and confidence in procedural performance in both groups. I-VL did not improve training effectiveness. The small sample size and participant diversity may have limited findings, and future work is indicated.


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