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        <identifier>oai:researchdata.se:2023-120-1/1</identifier>
        <datestamp>2026-03-19</datestamp>
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        <setSpec>subject:ssif:10609</setSpec>
        <setSpec>subject:ssif:10610</setSpec>
        <setSpec>subject:ssif:30202</setSpec>
        <setSpec>subject:ssif:30112</setSpec>
        <setSpec>subject:ssif:301</setSpec>
        <setSpec>subject:ssif:302</setSpec>
        <setSpec>subject:ssif:3</setSpec>
        <setSpec>principal:slug:karolinska-institutet</setSpec>
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        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>http://purl.org/dc/dcmitype/Dataset</dc:type>
          <dc:identifier>https://doi.org/10.48723/41wa-yv42</dc:identifier>
          <dc:title xml:lang="en">Bulk RNA sequencing of bone marrow cells from MDS-RS patients and healthy donors</dc:title>
          <dc:title xml:lang="sv">RNA sekvensering av benmärgsceller från MDS-RS patienter och friska donatorer</dc:title>
          <dc:creator>https://orcid.org/0000-0002-0493-5394</dc:creator>
          <dc:creator>https://orcid.org/0000-0002-7839-3743</dc:creator>
          <dc:contributor>Gabriele Todisco</dc:contributor>
          <dc:subject xml:lang="en">Natural Sciences</dc:subject>
          <dc:subject xml:lang="sv">Naturvetenskap</dc:subject>
          <dc:subject xml:lang="en">Biological Sciences</dc:subject>
          <dc:subject xml:lang="sv">Biologi</dc:subject>
          <dc:subject xml:lang="en">Cell Biology</dc:subject>
          <dc:subject xml:lang="sv">Cellbiologi</dc:subject>
          <dc:subject xml:lang="en">Genetics and Genomics</dc:subject>
          <dc:subject xml:lang="sv">Genetik och genomik</dc:subject>
          <dc:subject xml:lang="en">Bioinformatics and Computational Biology</dc:subject>
          <dc:subject xml:lang="sv">Bioinformatik och beräkningsbiologi</dc:subject>
          <dc:subject xml:lang="en">Hematology</dc:subject>
          <dc:subject xml:lang="sv">Hematologi</dc:subject>
          <dc:subject xml:lang="en">Basic Cancer Research</dc:subject>
          <dc:subject xml:lang="sv">Basal cancerforskning</dc:subject>
          <dc:description xml:lang="en">This dataset consists of bulk RNA sequencing data of MACS-separated bone marrow cells (CD34+ stem cells, GPA+ erythroblasts, CD71+ reticulocytes, ring sideroblasts and siderocytes) obtained from multiple healthy bone marrow donors and MDS-RS patients. A second minibulk dataset is included, where CD34+ and GPA+ cells were treated with cycloheximide or left untreated. The objective of this data collection was to assess several parameters on how the bone marrow of MDS-RS patients differs from that of healthy donors.

This dataset includes raw sequencing data in .fastq format, processed count matrices and associated pseudonymized metadata.
 
Processing: 
Bulk: 
CD34+ HSPC samples, mixed GPA+ erythroblast samples and CD71+ PB reticulocyte samples (RetPB) were isolated through MACS. RS and siderocytes were obtained through MACS+FACS. Cells were lysed in RLT (Qiagen) + 40 mM dithiothreitol (Sigma-Aldrich) and RNA extraction was performed with RNeasy Micro Kit (Qiagen) with RNase-free DNase treatment according to the manufacturer’s protocol. RNA integrity numbers (RIN) were estimated using Agilent RNA 6000 Pico Kits (Agilent Technologies, CA, USA). A minimum RIN value of 6.5 was considered adequate. 

Minibulk: 
Minibulk RNAseq was performed for assessment of cycloheximide treatment effects in CD34+ and GPA+ cell populations. The library preparation procedure was performed using the Xpress Genomics bulk RNA-seq kit v1, automated on a SP960 liquid handler (MGI Tech). In short, the library preparation procedure denatures RNA samples in presence of oligo-dT primer, which is followed by reverse transcription of RNA with a template-switching procedure and pre-amplification of full-length cDNA for 10 PCR cycles. cDNA was subsequently tagmented using Tn5 (TDE1 Tagment DNA Enzyme; Illumina) and reactions quenched after 10 min at 55 °C by addition of 0.2 % SDS (Sigma-Aldrich). Tagmented DNA was indexed using custom dual-unique Nextera index primers in a 12 cycle PCR reaction. Indexed libraries were cleaned up using SPRI beads in 22% PEG8000 buffer and eluted in 12 µL H2O.

The dataset consists of 2 folders: 
- Bulk_Main
- Minibulk_Cycloheximide

The folder Bulk_Main contains 67 GNU zipped fastq files, 1 tsv file, and 1 txt file.
The folder Minibulk_Cycloheximide contains 2 GNU zipped fastq files, and 4 txt files.

The documentation file File_list_BulkMinibulk.txt contains a full list of the files in the dataset.

The total size of the dataset is approximately 360 GB.</dc:description>
          <dc:description xml:lang="sv">Syftet med denna datainsamling var att bedöma flera parametrar om hur benmärgen hos MDS-RS-patienter skiljer sig från den hos friska donatorer. Denna datauppsättning består av RNA sekvensering av benmärgsceller från MDS-RS patienter och friska donatorer. Se den engelska beskrivningen för mer information.

Datasetet består av två mappar: 
- Bulk_Main
- Minibulk_Cycloheximide

Mappen Bulk_Main innehåller 67 GNU zippade fastq-filer, 1 tsv-fil och 1 txt-fil.
Mappen Minibulk_Cycloheximide innehåller 2 GNU zippade fastq-filer och 4 txt-filer.

Dokumentationsfilen File_list_BulkMinibulk.txt innehåller en lista över datasetets alla filer.

Datasetets totala storlek är ungefär 360 GB.</dc:description>
          <dc:rights>info:eu-repo/semantics/restrictedAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by-nc-nd/4.0/</dc:rights>
          <dc:publisher xml:lang="en">Karolinska Institutet</dc:publisher>
          <dc:publisher xml:lang="sv">Karolinska Institutet</dc:publisher>
          <dc:date>2023-10-19T13:51:02.786065Z</dc:date>
          <dc:language>eng</dc:language>
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