Serum microRNAs as xerostomia biomarkers in oropharyngeal cancer patients undergoing radiotherapy
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PROVIDER: PRJNA755266 | ENA |
REPOSITORIES: ENA
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Project description:Severe xerostomia is noted in the majority of patients irradiated for oropharyngeal cancer (OPC). Extracellular microRNAs (miRNAs) may serve as effective tools allowing prediction of radiation-related toxicity. The aim of this study was to create an efficient prognostic miRNA-based test for severe, patient-rated xerostomia 3 months after primary treatment. This prospective study enrolled OPC patients treated between 2016 and 2018 in three centers in Poland. The primary endpoint was severe (grade ≥3) xerostomia as assessed by the EORTC H&N-35 questionnaires. Initially, a group of 10 patients with severe xerostomia was randomly selected and matched with a comparative group of 10 patients without severe xerostomia. Samples were collected before RT, after receiving 20 Gy and within 24 hours after treatment completion. qPCR arrays (QIAGEN, Hilden, Germany) were used to quantify expression levels of 752 miRNAs in the serum at all timepoints. The resulting logistic-regression based model was validated in additional 60 patients: 30 with grade >3 xerostomia and 30 without. Of 152 eligible patients, we successfully recruited 111 patients. Severe xerostomia 3 months after treatment was reported by 63 patients (56.8%). Mean dose delivered to parotid glands was higher in both exploratory and validation cohort. The model based on miR-185-5p and miR-425-5p expression levels measured before the start of radiotherapy had AUC 0.96 (95% CI: 0.88-1.00). The model based on the same miRNAs remained robust when parameters were measured after 20 Gy (AUC 0.90 (95% CI: 0.75-1.00)). These results were confirmed in the validation group. In the validation group pre-radiotherapy model application yielded 73.3% sensitivity and 80.0% specificity. In the samples taken after 20 Gy, the same two miRNAs yielded 67.7% sensitivity and 72.4% specificity. The model including pretreatment miR-185-5p and miR-425-5p levels together with mean parotid dose, yielded 90.0% sensitivity and 80.0% specificity. In the validation cohort, this model yielded 80.6 % sensitivity and 55.2 % specificity. The model based on miRNA levels measured after 20 Gy and mean parotid dose had 80.0 % sensitivity and 100% specificity in the exploratory group. In the validation cohort its performance fell to 71.0 % sensitivity and 58.6 % specificity. Serum expression levels of miR-425-5p and miR-185-5p measured before the start of radiotherapy or during therapy (after 20 Gy) had a significant prognostic value for the occurrence of severe xerostomia 3 months after treatment completion. The variability explained by miRNAs appears to be, at least partially, independent from the one related to the dosimetric data.
2021-08-16 | GSE182178 | GEO
Project description:Currently there is no predictive marker with clinical utility to guide treatment decisions in NSCLC patients undergoing radiotherapy. Identification of such markers would allow treatment options to be considered for more effective therapy. To enable the identification of appropriate protein biomarkers, plasma samples were collected from patients with non-small cell lung cancer before and during radiotherapy for longitudinal comparison following a protocol that carries sufficient power for effective discovery proteomics. Plasma samples from patients pre- and during radiotherapy who had survived >18 months were compared to the same time points from patients who survived <14 months using an 8 channel isobaric tagging tandem mass spectrometry discovery proteomics platform.
2018-10-19 | PXD001052 | Pride
Project description:Precision radiotherapy: Reduction in radiation for oropharyngeal cancer - the 30 ROC trial
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Project description:Salivary gland hypofunction is a common adverse effect during and after radiotherapy of head and neck cancers, resulting in the dry mouth syndrome called xerostomia. Previous studies suggested that the functionality of the salivary gland is under the regulation of the circadian clock, however, the extent and scope of this regulation remains unexplored. Here, we profiled the diurnal fluctuation of gene expression in the mouse submandibular salivary gland. We further analyzed the regulatory role of key circadian transcription factors Bmal1, Nr1d1 (Rev-erba), and Dbp, which revealed a wide range of potential down-stream target genes. The circadian clock was disrupted upon irradiation, as revealed by gene expression analysis. We propose that the mechanism of salivary gland hypofunction in radiotherapy involves perturbation of the circadian clock.
2024-01-01 | GSE234789 | GEO
Project description:Exosomes were purified from 250 ul serum using ExoQuickTm. The presence of particles consistent in size with exosomes (60-150nm) was confirmed using a Nanosight LM10. miRNA was extracted from exosomes using an miRNeasy Serum/Plasma kit (Qiagen, #217184). miRNA was reversed transcribed using a TaqMan® microRNA Reverse Transcription Kit (Life technologies, #4366596). miRNA profiling was performed with a custom high throughput TaqMan® OpenArray® Human microRNA panel (Life technologies). The panel consisted of probes for 110 human miRNAs that are based on miRNA sequences derived from Sanger miRBase v20. The poor prognosis and rising incidence of HPV-positive oropharyngeal squamous cell carcinoma (OPSCC) highlight the need for improved methods for detection of this cancer. Molecular biomarkers offer potential for this. The potential for circulating miRNAs as biomarkers in some other cancers has been shown, but circulating miRNAs have not been well validated in OPSCC. This study therefore used stabilised nested cross validation to investigate whether circulating miRNAs could be used to differentiate OPSCCs from healthy controls and patients with gastro-oesophageal reflux disease.
2020-07-15 | GSE137109 | GEO
Project description:human oropharyngeal metagenome
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Project description:DNA methylation analysis in oropharyngeal squamous carcinoma (OPSCC) samples and oropharyngeal non-cancerous mucosa samples. Infinium HumanMethylation450 BeadChip was used to obtain DNA methylation profiles across 485,577 CpG sites. Total samples included 89 OPSCC samples and 5 non-cancerous mucosa samples.
2020-01-20 | GSE124464 | GEO
Project description:DNA methylation analysis in oropharyngeal squamous carcinoma (OPSCC) samples and oropharyngeal non-cancerous mucosa samples. Infinium MethylationEPIC BeadChip Kit was used to obtain DNA methylation profiles across more than 850,000 CpG sites. Total samples included 89 OPSCC samples and 5 non-cancerous mucosa samples.
2020-01-20 | GSE124632 | GEO
Project description:Microbiome analysis of oropharyngeal and nasopharyngeal samples of SARS-CoV-2 infected patients
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Project description:Cross validated serum exosomal microRNAs for the detection of oropharyngeal squamous cell carcinoma
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