scholarly journals Whole blood transcriptomics identifies gene expression associated with peanut allergy in infants at high risk

2021 ◽  
Vol 51 (10) ◽  
pp. 1396-1400
Author(s):  
Ashley L. Devonshire ◽  
Hanli Fan ◽  
Mario Pujato ◽  
Aditi Paranjpe ◽  
Demirkan Gursel ◽  
...  
Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 2305-2305
Author(s):  
Thomas L. Ortel ◽  
Michele Beckman ◽  
W Craig Hooper ◽  
Deborah A Lewis ◽  
Jen-Tsan A. Chi ◽  
...  

Abstract Abstract 2305 Background. Recurrent venous thromboembolism (VTE) occurs in ∼30% of patients with spontaneous VTE after completion of a standard course of anticoagulant therapy. D-dimer levels and selected clinical parameters have been used to identify patients at low risk for recurrent VTE, who may safely discontinue antithrombotic therapy. We have used gene expression profiles to distinguish patients with a single VTE from patients with recurrent VTE. The purpose of this study was to extend this initial report and identify unique gene expression patterns from whole blood that correlate with different risk profiles for VTE recurrence. Methods. Patients with ≥1 prior VTE, with the first event occurring at age 18 years or older and >3 months from the most recent event were recruited for this study. Patients were allocated into 4 groups: (1) ‘low-risk’ patients had sustained ≥1 provoked VTE; (2) ‘moderate-risk’ patients had sustained 1 unprovoked VTE (with or without provoked VTE); (3) ‘high-risk’ patients had sustained ≥2 unprovoked VTE and had no evidence for antiphospholipid antibodies; and (4) antiphospholipid syndrome (APS) patients met established consensus criteria for APS. A similar number of individuals with no prior history of VTE were enrolled as a control population. Citrated plasma, serum and PAXgene RNA tubes were collected, processed and stored at −80°C until shipped to the CDC for analysis. Antiphospholipid testing was performed on all participants to confirm correct group distribution. Total RNA was isolated from whole blood drawn into PAXgene tubes. Following sample labeling and normalization, cRNA samples were hybridized to Illumina HT-12 Beadchips to assay whole genome gene expression with over 47,000 probes against human transcripts. Two hundred and twenty six unique samples passed initial quality control measures. Quality assessment of raw data was done using GenomeStudio. The raw data files were converted to a text file using the IlluminaExpression FileCreator in GenePattern and then log transformed, normalized and median-centered using Cluster. Both unsupervised (hierarchical clustering using Cluster) and supervised analyses (SAM) were used to identify genes that were differentially expressed between the groups. GATHER was used to help understand the biological processes and gene ontology of the gene lists generated by Cluster and SAM. Results. A total of 226 participants were enrolled into the study. Characteristics of the patient groups are summarized in the Table. Demographically, the groups were similar except that patients in the high-risk group tended to be older and were more likely male. The number of events per patient, and the proportion on anticoagulant therapy, increased with the risk group. Antiphospholipid antibodies were detected in several patients in each of the 3 non-APS VTE patient groups, but in most cases this was a single test positive; antiphospholipid antibodies were present in the majority of patients with APS, typically with more than one test positive (37 of 45 with complete testing, 82%). Preliminary analysis of the gene expression profiles using an unsupervised clustering by gene on the high-risk and low-risk groups identified multiple genes that distinguished the two groups, including 18 immune response genes identified by GATHER. These two patient groups were also distinguished by SAM analysis, and multiple genes in the MAPK signaling pathway that separated the two groups were identified by the KEGG pathways in GATHER. Additional analyses are being performed on all of the groups. Conclusions. Whole blood gene expression profiling can be used to develop profiles that distinguish patients with VTE who differ based on their risk of recurrent events. Individual genes identified in these profiles may provide biological insights into the molecular basis for recurrent VTE. Disclosures: Heit: Daiichi Sankyo: Honoraria; Ortho-McNeil Janssen: Honoraria; Covidien: Honoraria. Manco-Johnson:Octapharma AG: Consultancy; Bayer: Research Funding.


2015 ◽  
Vol 33 (7_suppl) ◽  
pp. 166-166
Author(s):  
Bobby Chi-Hung Liaw ◽  
Uma Chippada-Venkata ◽  
Yixuan Gong ◽  
Li Wang ◽  
Jun Zhu ◽  
...  

166 Background: Prostate cancer is a heterogeneous disease with differences in tumor stromal interactions contributing to variability in treatment response and outcome. Gene expression of peripheral blood cells is altered by interactions with neoplastic tissue. We previously developed a peripheral whole blood six-gene signature prognostic for survival in mCRPC. Here we evaluate how different clinical disease states and treatment with different therapeutic agents impact this signature. Methods: Whole blood was collected in PAXgene Blood RNA tubes in two cohorts of prostate cancer patients, one at Mount Sinai (n=135), the other in Munich (n=59), in the context of prospective clinical studies. Whole blood RNA was extracted and the six target genes were amplified using qPCR. Scores were derived using normalized cycle threshold (ΔCT) values of the six genes, according to the model: 2 x ABL2 + SEMA4D + ITGAL – C1QA – TIMP1 – CDKN1A. Patients were categorized by disease state in the Mount Sinai cohort, and by treatment received in the Munich cohort, for data analysis. Results: CRPC is the only disease state with a mean six-gene score (18.06) above the high-risk cutoff (17.9), and is significantly higher than localized or hormone sensitive advanced disease (16.07, 16.52, respectively; p=0.0002). Among patients with localized disease, there was no significant difference in the mean six-gene scores for patients with low-, intermediate-, and high-risk disease (16.07, 15.33, 16.66, respectively; p=0.27). In CRPC patients treated with docetaxel, there are significant changes to the six-gene score over the course of treatment (p=0.002), with a notable percentage decrease (-6.2%) at the 2-8 week timepoint that is not observed in patients treated with abiraterone or enzalutamide. Conclusions: Gene expression profiling of whole blood is influenced by the clinical state of prostate cancer as seen by differences to the six-gene score from localized to castrate resistant disease. Cytotoxic chemotherapy appears to modulate the six-gene score, something not seen with AR-directed therapies. Further investigation will be needed to understand the significance of these changes.


2015 ◽  
Vol 33 (3_suppl) ◽  
pp. 326-326
Author(s):  
Peter E Huber ◽  
Carmen Timke ◽  
Nils H Nicolay ◽  
Ramon Lopez

326 Background: Pancreatic cancer is a cancer with dismal prognosis. Multimodal therapy approaches integrating targeted drugs into radiochemotherapy regimens may be promising concepts for patients with locally advanced disease. It would be desirable to better understand patterns of therapy response, clinical outcome and side effect spectra by performing gene expression and protein analyses from blood samples before, during and after actual treatments. Methods: At defined time points before, during and after neoadjuvant triple therapy consisting of IMRT +/-gemcitabine chemotherapy +/-cetuximab EGFR antibodies, blood samples were collected from 21 patients with advanced pancreatic cancer. Whole blood transcriptomics was performed using Agilent’s human genome wide microarray platform. Quantitative serum protein analysis was performed using the ‘FastQuant’ (sandwich antibody) system on 20 selected proteins with a focus on cytokines and angiogenesis related proteins. Cluster analyses were performed and array data were correlated to local control, survival, CA19-9 response, and side effects e.g. acne grading and hematotoxicity. Results: Whole blood transcriptomics was feasible and showed statistically significant prognostic and predictive value for therapy specific and patient specific expression signatures. RNA expression signatures obtained before and during treatment course appeared to have significant statistical power to predict CA19-9 response, clinical outcome and side effect parameters. Similarly, the serum proteomic time course correlated with clinical outcome. Moreover, cetuximab increased e.g. PDGF, MCP-1, Rantes, Il-6, Angiopoietin, serum and downregulated TIMP-1, Il-8, and Angiogenin levels while radiochemotherapy had primarily the respective opposite effects. Conclusions: Whole blood analyses provides a promising tool to monitor pancreatic cancer patients undergoing radiotherapy+gemcitabine+cetuximab, and the protein and gene expression “signatures” from blood may be prognostic and predictive for clinical endpoints.


Blood ◽  
2020 ◽  
Vol 136 (Supplement 1) ◽  
pp. 45-46
Author(s):  
Rafael Bejar ◽  
Hongying Zhang ◽  
Nasrin Rastgoo ◽  
Khalid Benbatoul ◽  
Yuying Jin ◽  
...  

INTRODUCTION: APTO-253 is the only known small molecule in clinical development to target a conserved G-quadruplex structure in the promoter of the MYC oncogene and interrupt MYC gene expression. In preclinical studies of acute myeloid leukemia (AML) cell lines, APTO-253 potently down-regulates MYC gene expression, reduces MYC mRNA and protein level, depletes cells of the MYC oncoprotein and induces apoptosis (Local et al., 2018). APTO-253 demonstrated broad killing of primary mononuclear cells isolated from the bone marrow of patients with AML, MDS, or MPN and enhanced AML cell killing when combined with BET bromodomain inhibitors or FLT3 inhibitors (Kurtz, et al., 2017). Fe(253)3, a ferrous complex formed from parental APTO-253 when it chelates iron, exhibits similar in vitro anti-tumor potency as its monomeric form (Tsai, et al., 2018). Because dysregulated MYC is considered a major oncogenic operator in AML and myelodysplasias, and because APTO-253 has such a distinct cytotoxic mechanism, APTO-253 has been granted orphan drug designation for the treatment of AML by the US FDA and is currently in a Phase 1a/b clinical trial (NCT02267863) in patients with relapsed or refractory AML (R/R AML) or high-risk myelodysplasias (high-risk MDS). AIMS: Primary objectives are to determine the safety and tolerability of APTO-253, to determine the maximum tolerated dose and the dose limiting toxicities (DLT), and to establish the recommended Phase 2 dose for future clinical trials in patients with R/R AML or high-risk MDS. Key secondary objectives are to assess the pharmacokinetic (PK) profile, pharmacodynamic (PD) activity, and preliminary evidence of antitumor activity. METHODS: Eligible patients are those with R/R AML or high-risk MDS for which either standard treatment has failed, is no longer effective, or can no longer be administered safely. Treatment- emergent adverse events (TEAEs) and tumor responses are evaluated using International Working Group criteria. APTO-253 is administered by IV infusion once weekly on days 1, 8, 15, and 22 of each 28-day cycle; ascending dose cohorts will enroll at a starting dose of 20 mg/m2 with planned escalating to 403 mg/m2. RESULTS: As of July 28, 2020, a total of 10 patients (age 66.1 ± 13.58 years, male 50%, female 50%, 8 AML and 2 MDS) have been treated with APTO-253 in this clinical trial at doses of 20 mg/m2 (n=1), 40 mg/m2 (n=1), 66 mg/m2 (n=4), and 100 mg/m2 (n=4). All 8 AML patients and 1 MDS patient were RBC and platelet transfusion dependent; 1 MDS patient was RBC transfusion dependent. No DLTs or drug-related serious adverse events have been reported. Possible drug related grade 2 TEAEs included fatigue, increased alkaline phosphatase, decreased appetite, hematoma, hypokalemia, thrombophlebitis, upper respiratory tract in 1 (10%) patient each. Only 1 TEAE of grade 3 or greater (fatigue, considered possibly drug-related) has occurred to date. Preliminary PK analysis showed plasma levels of APTO-253 were dose proportional. Cmax and AUC0-24h on cycle 1 day 1 (C1D1) were 0.18, 0.07, 0.28 ± 0.15 and 0.77 ± 0.63 µM and 0.08, 0.13, 1.14 ± 0.57, 1.84 ± 0.41 µM*h for dose levels of 20 mg/m2, 40 mg/m2, 66 mg/m2, and 100 mg/m2, respectively. Not surprisingly, Fe(253)3 was detected in the patients' plasma immediately after dosing and at a significantly higher concentration than the APTO-253 monomer. For example, Cmax and AUC0-24h of Fe(253)3 on C1D1 of patients in Cohort 66 mg/m2 were 3- and 8-fold higher than the monomer at 0.92 ± 0.29 µM and 20.61 ± 9.01 µM*h, respectively. The levels of MYC mRNA in the whole blood, a PD biomarker of APTO-253 and Fe(253)3 measured by RT-qPCR, were reduced 20-48% at 24 h post-dose as compared to pre-dose in the first 3 cohorts (other samples of Cohort 100 mg/m2 in process), suggesting target engagement by the drug. CONCLUSIONS: APTO-253 has been well-tolerated in patients treated with 20, 40, 66, and 100 mg/m2 over multiple cycles. PK analysis revealed APTO-253 monomer rapidly transformed to and co-existed with the Fe(253)3 complex in peripheral blood and their exposures resulted in suppression of MYC expression in whole blood samples from R/R AML and high-risk MDS patients. Enrollment of patients at the 150 mg/m2 dose level is underway and updated clinical data will be presented at the meeting. Disclosures Bejar: Aptose Biosciences, Inc: Current Employment, Current equity holder in publicly-traded company. Zhang:Aptose Biosciences, Inc.: Current Employment, Current equity holder in publicly-traded company. Rastgoo:Aptose Biosciences, Inc.: Current Employment, Current equity holder in publicly-traded company. Benbatoul:Aptose Biosciences, Inc.: Current Employment, Current equity holder in publicly-traded company. Jin:Aptose Biosciences, Inc.: Current Employment, Current equity holder in publicly-traded company. Thayer:Aptose Biosciences, Inc.: Current Employment, Current equity holder in publicly-traded company. Sheng:Aptose Biosciences, Inc.: Current Employment, Current equity holder in publicly-traded company. Chow:Aptose Biosciences, Inc.: Current Employment, Current equity holder in publicly-traded company. Montalvo-Lugo:Aptose Biosciences, Inc.: Current Employment, Current equity holder in publicly-traded company. Marango:Aptose Biosciences, Inc.: Current Employment, Current equity holder in publicly-traded company. Howell:Aptose Biosciences, Inc.: Current equity holder in publicly-traded company. Rice:Aptose Biosciences, Inc.: Current Employment, Current equity holder in publicly-traded company.


2019 ◽  
Vol 143 (2) ◽  
pp. AB82
Author(s):  
Ashley L. Devonshire ◽  
Demirkan B. Gursel ◽  
Hanli Fan ◽  
Kristin A. Erickson ◽  
Jacqueline A. Pongracic ◽  
...  

Allergy ◽  
2020 ◽  
Vol 75 (12) ◽  
pp. 3248-3260 ◽  
Author(s):  
Nathanaël Lemonnier ◽  
Erik Melén ◽  
Yale Jiang ◽  
Stéphane Joly ◽  
Camille Ménard ◽  
...  

2021 ◽  
Vol 80 (Suppl 1) ◽  
pp. 12.2-12
Author(s):  
I. Muller ◽  
M. Verhoeven ◽  
H. Gosselt ◽  
M. Lin ◽  
T. De Jong ◽  
...  

Background:Tocilizumab (TCZ) is a monoclonal antibody that binds to the interleukin 6 receptor (IL-6R), inhibiting IL-6R signal transduction to downstream inflammatory mediators. TCZ has shown to be effective as monotherapy in early rheumatoid arthritis (RA) patients (1). However, approximately one third of patients inadequately respond to therapy and the biological mechanisms underlying lack of efficacy for TCZ remain elusive (1). Here we report gene expression differences, in both whole blood and peripheral blood mononuclear cells (PBMC) RNA samples between early RA patients, categorized by clinical TCZ response (reaching DAS28 < 3.2 at 6 months). These findings could lead to identification of predictive biomarkers for TCZ response and improve RA treatment strategies.Objectives:To identify potential baseline gene expression markers for TCZ response in early RA patients using an RNA-sequencing approach.Methods:Two cohorts of RA patients were included and blood was collected at baseline, before initiating TCZ treatment (8 mg/kg every 4 weeks, intravenously). DAS28-ESR scores were calculated at baseline and clinical response to TCZ was defined as DAS28 < 3.2 at 6 months of treatment. In the first cohort (n=21 patients, previously treated with DMARDs), RNA-sequencing (RNA-seq) was performed on baseline whole blood PAXgene RNA (Illumina TruSeq mRNA Stranded) and differential gene expression (DGE) profiles were measured between responders (n=14) and non-responders (n=7). For external replication, in a second cohort (n=95 therapy-naïve patients receiving TCZ monotherapy), RNA-seq was conducted on baseline PBMC RNA (SMARTer Stranded Total RNA-Seq Kit, Takara Bio) from the 2-year, multicenter, double-blind, placebo-controlled, randomized U-Act-Early trial (ClinicalTrials.gov identifier: NCT01034137) and DGE was analyzed between 84 responders and 11 non-responders.Results:Whole blood DGE analysis showed two significantly higher expressed genes in TCZ non-responders (False Discovery Rate, FDR < 0.05): urotensin 2 (UTS2) and caveolin-1 (CAV1). Subsequent analysis of U-Act-Early PBMC DGE showed nine differentially expressed genes (FDR < 0.05) of which expression in clinical TCZ non-responders was significantly higher for eight genes (MTCOP12, ZNF774, UTS2, SLC4A1, FECH, IFIT1B, AHSP, and SPTB) and significantly lower for one gene (TND2P28M). Both analyses were corrected for baseline DAS28-ESR, age and gender. Expression of UTS2, with a proposed function in regulatory T-cells (2), was significantly higher in TCZ non-responders in both cohorts. Furthermore, gene ontology enrichment analysis revealed no distinct gene ontology or IL-6 related pathway(s) that were significantly different between TCZ-responders and non-responders.Conclusion:Several genes are differentially expressed at baseline between responders and non-responders to TCZ therapy at 6 months. Most notably, UTS2 expression is significantly higher in TCZ non-responders in both whole blood as well as PBMC cohorts. UTS2 could be a promising target for further analyses as a potential predictive biomarker for TCZ response in RA patients in combination with clinical parameters (3).References:[1]Bijlsma JWJ, Welsing PMJ, Woodworth TG, et al. Early rheumatoid arthritis treated with tocilizumab, methotrexate, or their combination (U-Act-Early): a multicentre, randomised, double-blind, double-dummy, strategy trial. Lancet. 2016;388(10042):343-55.[2]Bhairavabhotla R, Kim YC, Glass DD, et al. Transcriptome profiling of human FoxP3+ regulatory T cells. Human Immunology. 2016;77(2):201-13.[3]Gosselt HR, Verhoeven MMA, Bulatovic-Calasan M, et al. Complex machine-learning algorithms and multivariable logistic regression on par in the prediction of insufficient clinical response to methotrexate in rheumatoid arthritis. Journal of Personalized Medicine. 2021;11(1).Disclosure of Interests:None declared


2021 ◽  
Vol 13 (1) ◽  
Author(s):  
Chen Yao ◽  
Roby Joehanes ◽  
Rory Wilson ◽  
Toshiko Tanaka ◽  
Luigi Ferrucci ◽  
...  

Abstract Background DNA methylation is a key epigenetic modification that can directly affect gene regulation. DNA methylation is highly influenced by environmental factors such as cigarette smoking, which is causally related to chronic obstructive pulmonary disease (COPD) and lung cancer. To date, there have been few large-scale, combined analyses of DNA methylation and gene expression and their interrelations with lung diseases. Results We performed an epigenome-wide association study of whole blood gene expression in ~ 6000 individuals from four cohorts. We discovered and replicated numerous CpGs associated with the expression of cis genes within 500 kb of each CpG, with 148 to 1,741 cis CpG-transcript pairs identified across cohorts. We found that the closer a CpG resided to a transcription start site, the larger its effect size, and that 36% of cis CpG-transcript pairs share the same causal genetic variant. Mendelian randomization analyses revealed that hypomethylation and lower expression of CHRNA5, which encodes a smoking-related nicotinic receptor, are causally linked to increased risk of COPD and lung cancer. This putatively causal relationship was further validated in lung tissue data. Conclusions Our results provide a large and comprehensive association study of whole blood DNA methylation with gene expression. Expression platform differences rather than population differences are critical to the replication of cis CpG-transcript pairs. The low reproducibility of trans CpG-transcript pairs suggests that DNA methylation regulates nearby rather than remote gene expression. The putatively causal roles of methylation and expression of CHRNA5 in relation to COPD and lung cancer provide evidence for a mechanistic link between patterns of smoking-related epigenetic variation and lung diseases, and highlight potential therapeutic targets for lung diseases and smoking cessation.


2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Sunita Chopra ◽  
Maria Moroni ◽  
Jaleal Sanjak ◽  
Laurel MacMillan ◽  
Bernadette Hritzo ◽  
...  

AbstractGottingen minipigs mirror the physiological radiation response observed in humans and hence make an ideal candidate model for studying radiation biodosimetry for both limited-sized and mass casualty incidents. We examined the whole blood gene expression profiles starting one day after total-body irradiation with increasing doses of gamma-rays. The minipigs were monitored for up to 45 days or time to euthanasia necessitated by radiation effects. We successfully identified dose- and time-agnostic (over a 1–7 day period after radiation), survival-predictive gene expression signatures derived using machine-learning algorithms with high sensitivity and specificity. These survival-predictive signatures fare better than an optimally performing dose-differentiating signature or blood cellular profiles. These findings suggest that prediction of survival is a much more useful parameter for making triage, resource-utilization and treatment decisions in a resource-constrained environment compared to predictions of total dose received. It should hopefully be possible to build such classifiers for humans in the future.


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