gene expression signatures
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2022 ◽  
Vol 102 ◽  
pp. 102323
Author(s):  
Gaia Griguolo ◽  
Michele Bottosso ◽  
Grazia Vernaci ◽  
Federica Miglietta ◽  
Maria Vittoria Dieci ◽  
...  

2021 ◽  
Vol 23 (Supplement_6) ◽  
pp. vi14-vi15
Author(s):  
Michael Brown ◽  
Gao Zhang ◽  
Kevin Stevenson ◽  
Xiang Lin ◽  
Yeqing Chen ◽  
...  

Abstract BACKGROUND PVSRIPO is a live-attenuated recombinant rhino:poliovirus that mediates antitumor efficacy by engaging antitumor immunity. A subset (~20%) of patients with recurrent GBM (rGBM) survive >24 months after therapy. We previously reported that low tumor mutation burden (TMB) is associated with longer survival after PVSRIPO and immune checkpoint blockade therapy in rGBM, and that low TMB associates with higher inflammatory gene expression signatures in rGBM tumors. METHODS Clinical features were tested for association with survival after PVSRIPO therapy. Whole exome sequencing and RNA-sequencing of tumors were used to correlate mutational landscape, tumor mutation burden (TMB), and gene expression signatures of patient tumors with survival. An in vitro assay that measures inflammatory responses of patient PBMCs to PVSRIPO was performed. An independent cohort of paired primary and recurrent GBM tumors was used to assess longitudinal changes in TMB and gene expression signatures after standard of care treatment. RESULTS A short time to recurrence and low TMB associated with longer survival after PVSRIPO therapy; these features were not prognostic for longer survival in immunotherapy naïve rGBM cohorts. Unexpectedly, higher pre-treatment polio neutralizing antibody titers were also associated with longer survival after PVSRIPO therapy in two independent clinical cohorts. PBMCs from patients surviving longer after PVSRIPO therapy mounted higher TNF, but lower IFN-a responses after in vitro challenge with PVSRIPO. In analysis of paired primary vs recurrent GBM tumors, we discovered that patients with low TMB upon recurrence were more likely to experience increased tumor inflammation and suppression of overall TMB. Low TMB in rGBM tumors was also associated with neoantigen depletion. Collectively, these observations imply that patients with low TMB and/or shorter duration of standard of care therapy may have intact immune surveillance, and that pre-treatment immunological status may dictate survival response to polio virotherapy.


Cancers ◽  
2021 ◽  
Vol 13 (21) ◽  
pp. 5492
Author(s):  
Robson Francisco Carvalho ◽  
Luisa Matos do Canto ◽  
Sarah Santiloni Cury ◽  
Torben Frøstrup Hansen ◽  
Lars Henrik Jensen ◽  
...  

Rectal cancer is a common disease with high mortality rates and limited therapeutic options. Here we combined the gene expression signatures of rectal cancer patients with the reverse drug-induced gene-expression profiles to identify drug repositioning candidates for cancer therapy. Among the predicted repurposable drugs, topoisomerase II inhibitors (doxorubicin, teniposide, idarubicin, mitoxantrone, and epirubicin) presented a high potential to reverse rectal cancer gene expression signatures. We showed that these drugs effectively reduced the growth of colorectal cancer cell lines closely representing rectal cancer signatures. We also found a clear correlation between topoisomerase 2A (TOP2A) gene copy number or expression levels with the sensitivity to topoisomerase II inhibitors. Furthermore, CRISPR-Cas9 and shRNA screenings confirmed that loss-of-function of the TOP2A has the highest efficacy in reducing cellular proliferation. Finally, we observed significant TOP2A copy number gains and increased expression in independent cohorts of rectal cancer patients. These findings can be translated into clinical practice to evaluate TOP2A status for targeted and personalized therapies based on topoisomerase II inhibitors in rectal cancer patients.


2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Xiaojiang Guo ◽  
Xiguang Qi ◽  
Peihao Fan ◽  
Michael Gilbert ◽  
Andrew D. La ◽  
...  

AbstractThe purpose of this study is to identify medications with potentially beneficial effects on decreasing mortality in patients with acute kidney injury (AKI) while in the intensive care unit (ICU). We used logistic regression to investigate associations between medications received and ICU mortality in patients with AKI in the MIMIC III database. Drugs associated with reduced mortality were then validated using the eICU database. Propensity score matching (PSM) was used for matching the patients’ baseline severity of illness followed by a chi-square test to calculate the significance of drug use and mortality. Finally, we examined gene expression signatures to explore the drug’s molecular mechanism on AKI. While several drugs demonstrated potential beneficial effects on reducing mortality, most were used for potentially fatal illnesses (e.g. antibiotics, cardiac medications). One exception was found, ondansetron, a drug without previously identified life-saving effects, has correlation with lower mortality among AKI patients. This association was confirmed in a subsequent analysis using the eICU database. Based on the comparison of gene expression signatures, the presumed therapeutic effect of ondansetron may be elicited through the NF-KB pathway and JAK-STAT pathway. Our findings provide real-world evidence to support clinical trials of ondansetron for treatment of AKI.


Cancers ◽  
2021 ◽  
Vol 13 (19) ◽  
pp. 4840
Author(s):  
Romain Varnier ◽  
Christophe Sajous ◽  
Solène de de Talhouet ◽  
Colette Smentek ◽  
Julien Péron ◽  
...  

The development of gene expression signatures since the early 2000′s has offered standardized assays to evaluate the prognosis of early breast cancer. Five signatures are currently commercially available and recommended by several international guidelines to individualize adjuvant chemotherapy decisions in hormone receptors-positive/HER2-negative early breast cancer. However, many questions remain unanswered about their predictive ability, reproducibility and external validity in specific populations. They also represent a new hope to tailor (neo)adjuvant systemic treatment, adjuvant radiation therapy, hormone therapy duration and to identify a subset of patients who might benefit from CDK4/6 inhibitor adjuvant treatment. This review will highlight these particular issues, address the remaining questions and discuss the ongoing and future trials.


2021 ◽  
Author(s):  
Szilvia Barsi ◽  
Henrietta Papp ◽  
Alberto Valdeolivas Urbelz ◽  
Dániel J. Tóth ◽  
Anett Kuczmog ◽  
...  

AbstractComparing SARS-CoV-2 infection-induced gene expression signatures to drug treatment-induced gene expression signatures is a promising bioinformatic tool to repurpose existing drugs against SARS-CoV-2. The general hypothesis of signature based drug repurposing is that drugs with inverse similarity to a disease signature can reverse disease phenotype and thus be effective against it. However, in the case of viral infection diseases, like SARS-CoV-2, infected cells also activate adaptive, antiviral pathways, so that the relationship between effective drug and disease signature can be more ambiguous.To address this question, we analysed gene expression data from in vitro SARS-CoV-2 infected cell lines, and gene expression signatures of drugs showing anti-SARS-CoV-2 activity. Our extensive functional genomic analysis showed that both infection and treatment with in vitro effective drugs leads to activation of antiviral pathways like NFkB and JAK-STAT. Based on the similarity - and not inverse similarity - between drug and infection-induced gene expression signatures, we were able to predict the in vitro antiviral activity of drugs. We also identified SREBF1/2, key regulators of lipid metabolising enzymes, as the most activated transcription factors by several in vitro effective antiviral drugs. Using a fluorescently labeled cholesterol sensor, we showed that these drugs decrease the cholesterol levels of plasma-membrane. Supplementing drug-treated cells with cholesterol reversed the in vitro antiviral effect, suggesting the depleting plasma-membrane cholesterol plays a key role in virus inhibitory mechanism.Our results can help to more effectively repurpose approved drugs against SARS-CoV-2, and also highlights key mechanisms behind their antiviral effect.Abstract Figure


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