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Status |
Public on May 03, 2024 |
Title |
A set of circulating microRNAs belonging to the 14q32 chromosomic locus identifies two different subgroups of individuals with recent onset Stage 3 type 1 diabetes [first cohort, untargeted] |
Organism |
Homo sapiens |
Experiment type |
Non-coding RNA profiling by high throughput sequencing
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Summary |
Circulating microRNAs are linked to the onset and progression of type 1 diabetes mellitus (T1DM), making them potential biomarkers for the disease. In this study, we employ a multiplatform sequencing approach to analyze circulating microRNAs in an extended cohort of individuals with T1DM from the INNODIA consortium. Our findings reveal that a set of microRNAs located within the T1DM susceptibility chromosomal locus 14q32 distinguishes two subgroups of individuals. To validate our results, we conduct additional analyses on a second cohort of T1DM individuals, confirming the identification of these subgroups, which we have named Cluster A and Cluster B. Remarkably, Cluster B T1DM individuals, who exhibit increased expression of a set of 14q32 miRNAs, show better glycaemic control and display a different blood immunomics profile. Our findings suggest that this set of circulating microRNAs can identify two different T1DM subgroups with distinct blood immunomics at baseline and clinical outcomes during follow-up.
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Overall design |
The study design involved the analysis of two cohorts of Type 1 Diabetes (T1DM) subjects: an initial screening cohort, the INNODIA first cohort, consisting of n=115 T1DM individuals, and a validation cohort, the INNODIA second cohort, consisting of n=147 T1DM individuals. All subjects were followed-up with programmed visits at 3 (visit 2), 6 (visit 3) and 12 months (visit 4) after clinical diagnosis of T1DM. In both cohorts, blood samples were collected at baseline (visit 1) and processed within 2 hours from blood draw. The collected blood samples underwent centrifugation to separate plasma from contaminant cells and platelets. The plasma samples were then aliquoted (200 μL) and stored at -80°C in a centralized biobank. For the INNODIA first cohort, the plasma samples were subjected to miRNA profiling using two different sequencing platforms: HTG-miRNA Edge Seq and Small RNA-seq. The profiling was followed by validation using droplet digital PCR. For the validation cohort, the plasma samples were analyzed using small RNA-seq, and subsequently validated using droplet digital PCR.
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Citation missing |
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Submission date |
Apr 26, 2024 |
Last update date |
May 03, 2024 |
Contact name |
Francesco Dotta |
E-mail(s) |
francesco.dotta@unisi.it
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Organization name |
University of Siena
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Department |
Department of Medicine, surgery and neuroscience
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Street address |
Viale Bracci 16
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City |
Siena |
State/province |
Si |
ZIP/Postal code |
53100 |
Country |
Italy |
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Platforms (1) |
GPL24676 |
Illumina NovaSeq 6000 (Homo sapiens) |
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Samples (121)
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GSM8238726 |
Plasma,T1D,S4 |
GSM8238727 |
Plasma,T1D,S5 |
GSM8238728 |
Plasma,T1D,S6 |
GSM8238729 |
Plasma,T1D,S6b |
GSM8238730 |
Plasma,T1D,S7 |
GSM8238731 |
Plasma,T1D,S8 |
GSM8238732 |
Plasma,T1D,S9 |
GSM8238733 |
Plasma,T1D,S10 |
GSM8238734 |
Plasma,T1D,S11 |
GSM8238735 |
Plasma,T1D,S12 |
GSM8238736 |
Plasma,T1D,S13 |
GSM8238737 |
Plasma,T1D,S14 |
GSM8238738 |
Plasma,T1D,S15 |
GSM8238739 |
Plasma,T1D,S16 |
GSM8238740 |
Plasma,T1D,S17 |
GSM8238741 |
Plasma,T1D,S18 |
GSM8238742 |
Plasma,T1D,S19 |
GSM8238743 |
Plasma,T1D,S19b |
GSM8238744 |
Plasma,T1D,S20 |
GSM8238745 |
Plasma,T1D,S21 |
GSM8238746 |
Plasma,T1D,S22 |
GSM8238747 |
Plasma,T1D,S23 |
GSM8238748 |
Plasma,T1D,S24 |
GSM8238749 |
Plasma,T1D,S25 |
GSM8238750 |
Plasma,T1D,S26 |
GSM8238751 |
Plasma,T1D,S27 |
GSM8238752 |
Plasma,T1D,S28 |
GSM8238753 |
Plasma,T1D,S29 |
GSM8238754 |
Plasma,T1D,S30 |
GSM8238755 |
Plasma,T1D,S31 |
GSM8238756 |
Plasma,T1D,S32 |
GSM8238757 |
Plasma,T1D,S33 |
GSM8238758 |
Plasma,T1D,S34 |
GSM8238759 |
Plasma,T1D,S35 |
GSM8238760 |
Plasma,T1D,S36 |
GSM8238761 |
Plasma,T1D,S37 |
GSM8238762 |
Plasma,T1D,S38 |
GSM8238763 |
Plasma,T1D,S39 |
GSM8238764 |
Plasma,T1D,S40 |
GSM8238765 |
Plasma,T1D,S41 |
GSM8238766 |
Plasma,T1D,S42 |
GSM8238767 |
Plasma,T1D,S43 |
GSM8238768 |
Plasma,T1D,S44 |
GSM8238769 |
Plasma,T1D,S45 |
GSM8238770 |
Plasma,T1D,S46 |
GSM8238771 |
Plasma,T1D,S47 |
GSM8238772 |
Plasma,T1D,S48 |
GSM8238773 |
Plasma,T1D,S49 |
GSM8238774 |
Plasma,T1D,S49b |
GSM8238775 |
Plasma,T1D,S50 |
GSM8238776 |
Plasma,T1D,S51 |
GSM8238777 |
Plasma,T1D,S52 |
GSM8238778 |
Plasma,T1D,S53 |
GSM8238779 |
Plasma,T1D,S54 |
GSM8238780 |
Plasma,T1D,S54b |
GSM8238781 |
Plasma,T1D,S55 |
GSM8238782 |
Plasma,T1D,S56 |
GSM8238783 |
Plasma,T1D,S57 |
GSM8238784 |
Plasma,T1D,S58 |
GSM8238785 |
Plasma,T1D,S59 |
GSM8238786 |
Plasma,T1D,S60 |
GSM8238787 |
Plasma,T1D,S61 |
GSM8238788 |
Plasma,T1D,S62 |
GSM8238789 |
Plasma,T1D,S63 |
GSM8238790 |
Plasma,T1D,S64 |
GSM8238791 |
Plasma,T1D,S65 |
GSM8238792 |
Plasma,T1D,S66 |
GSM8238793 |
Plasma,T1D,S67 |
GSM8238794 |
Plasma,T1D,S68 |
GSM8238795 |
Plasma,T1D,S69 |
GSM8238796 |
Plasma,T1D,S70 |
GSM8238797 |
Plasma,T1D,S71 |
GSM8238798 |
Plasma,T1D,S72 |
GSM8238799 |
Plasma,T1D,S73 |
GSM8238800 |
Plasma,T1D,S74 |
GSM8238801 |
Plasma,T1D,S75 |
GSM8238802 |
Plasma,T1D,S76 |
GSM8238803 |
Plasma,T1D,S77 |
GSM8238804 |
Plasma,T1D,S78 |
GSM8238805 |
Plasma,T1D,S79 |
GSM8238806 |
Plasma,T1D,S80 |
GSM8238807 |
Plasma,T1D,S81 |
GSM8238808 |
Plasma,T1D,S82 |
GSM8238809 |
Plasma,T1D,S83 |
GSM8238810 |
Plasma,T1D,S83b |
GSM8238811 |
Plasma,T1D,S84 |
GSM8238812 |
Plasma,T1D,S85 |
GSM8238813 |
Plasma,T1D,S86 |
GSM8238814 |
Plasma,T1D,S87 |
GSM8238815 |
Plasma,T1D,S88 |
GSM8238816 |
Plasma,T1D,S89 |
GSM8238817 |
Plasma,T1D,S90 |
GSM8238818 |
Plasma,T1D,S91 |
GSM8238819 |
Plasma,T1D,S92 |
GSM8238820 |
Plasma,T1D,S93 |
GSM8238821 |
Plasma,T1D,S94 |
GSM8238822 |
Plasma,T1D,S95 |
GSM8238823 |
Plasma,T1D,S96 |
GSM8238824 |
Plasma,T1D,S97 |
GSM8238825 |
Plasma,T1D,S98 |
GSM8238826 |
Plasma,T1D,S99 |
GSM8238827 |
Plasma,T1D,S100 |
GSM8238828 |
Plasma,T1D,S101 |
GSM8238829 |
Plasma,T1D,S102 |
GSM8238830 |
Plasma,T1D,S103 |
GSM8238831 |
Plasma,T1D,S104 |
GSM8238832 |
Plasma,T1D,S105 |
GSM8238833 |
Plasma,T1D,S106 |
GSM8238834 |
Plasma,T1D,S107 |
GSM8238835 |
Plasma,T1D,S107b |
GSM8238836 |
Plasma,T1D,S108 |
GSM8238837 |
Plasma,T1D,S109 |
GSM8238838 |
Plasma,T1D,S110 |
GSM8238839 |
Plasma,T1D,S111 |
GSM8238840 |
Plasma,T1D,S112 |
GSM8238841 |
Plasma,T1D,S113 |
GSM8238842 |
Plasma,T1D,S114 |
GSM8238843 |
Plasma,T1D,S115 |
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Relations |
BioProject |
PRJNA1105085 |
Supplementary file |
Size |
Download |
File type/resource |
GSE265980_First_cohort_Untargeted.csv.gz |
315.6 Kb |
(ftp)(http) |
CSV |
SRA Run Selector |
Raw data are available in SRA |
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