NIH, National Cancer Institute, Division of Cancer Treatment and Diagnosis (DCTD) NIH - National Institutes of Health National Cancer Institute DCTD - Division of Cancer Treatment and Diagnosis

Investigating gene expression profiles of whole blood and peripheral blood mononuclear cells using multiple collection and processing methods.

Author(s): Gautam A, Donohue D, Hoke A, Miller SA, Srinivasan S, Sowe B, Detwiler L, Lynch J, Levangie M, Hammamieh R, Jett M

Publication: PLoS One, 2019, Vol. 14, Page e0225137

PubMed ID: 31809517 PubMed Review Paper? No

Purpose of Paper

This paper compared yield, integrity and expression of RNA isolated from peripheral blood mononuclear cells (PBMCs) and blood that were collected in different tube types and processed, shipped and stored under different conditions.

Conclusion of Paper

The highest RNA yields were obtained from unlysed whole blood collected in ACD-A tubes followed by blood collected in EDTA tubes while lower yields were observed among blood collected in CPT, PAXgene Blood RNA, and RNAGard tubes. Mean RIN values were between 8.2-8.8 for PBMCs regardless of separation method; 8.2 for PAXgene blood specimens; 7.6 and 7.8 for ACK-lysed blood collected in ACD-A and EDTA tubes, respectively, but <6 for unlysed and blood collected in RNAgard tubes. Despite high RIN values, the PBMC separation methods generally showed higher distance ratios and lower correlation ratios between replicates than whole blood methods. The highest correlation ratios and lowest distance ratios were observed for ACD blood (ACK-lysed or unlysed), while the lowest correlations and highest distances were observed with magnetically separated PBMCs. Analysis of the 50% most variable genes showed separate clustering of PBMC and whole blood with some overlap but did not show clustering based on patient. Further analysis of differentially expressed genes in specimens shipped frozen/preserved (PAXgene, RNAgard, most PBMC) versus refrigerated (ACD-A or EDTA blood, Leukolock PBMC) showed considerable overlap between blood (PAXgene and RNAGard versus whole blood) and PBMCs (Leukolock versus others). When further restricted to the top 1000 most differentially expressed genes (DEG) by P value, 33 genes were found to be differentially expressed between preserved/frozen and refrigerated specimens both in PBMC and whole blood.

Studies

  1. Study Purpose

    This study compared yield, integrity and expression in RNA isolated from PBMCs and blood that were collected in different tube types and processed and stored under different conditions. Blood was collected from 5 healthy donors in PAXgene blood RNA tubes, RNAgard blood tubes, BD Vacutainers containing CPT, Acid Citrate Dextrose Solution A (ACD-A) tubes and triplicate K2EDTA blood Vacutainer tubes. All tubes were inverted 8 times. RNAgard and PAXgene tubes were frozen, CPT tubes were centrifuged using the manufacturers protocol to obtain PBMCs which were immediately suspended in Trizol and frozen. The EasySep Direct Human Total Lymphocyte Isolation Kit was used to process 1.5 mL ACD-A blood to PBMCs which were frozen in TRizol while the remaining sample was stored at 4°C. One EDTA tube was immediately placed at 4°C.  PBMCs were isolated from an EDTA tube using Lymphocyte Separation Medium (LSM), subsequently frozen in Trizol. RNA was isolated from the third EDTA tube using Leuko- LOCK Total RNA Isolation System. RNA was extracted from PBMCs using a Trizol LS-based method. RNA was extracted from PAXgene blood using the PAXgene blood miRNA kit, and from RNAgard blood using the PAXgene blood miRNA kit after precipitation with BioMaxi precipitation buffer. ACK Lysing Buffer was added to a subset of blood specimens collected in EDTA and ACD-A tubes before extraction using miRNeasy mini kit. RNA was quantified by spectrophotometer and RNA integrity was evaluated on a Tapestation. mRNA expression was determined using Agilent Technologies Human Gene Expression Arrays co-hybridized with commercially procured human reference RNA.

    Summary of Findings:

    Mean RNA yield was highest in blood collected and stored in ACD-A (31.1 µg) and EDTA (18.4 µg) tubes without lysis. Lysing the blood in EDTA or ACD-A tubes with ACK lysis buffer resulted in lower mean yields (0.9 µg and 0.2 µg, respectively). Comparatively, mean RNA yields were higher from blood collected and stored in RNAgard tubes than in PAXgene Blood RNA tubes (3.7 µg versus 1.7 µg). The highest mean yield of RNA from separated PBMCs was observed when isolated  from EDTA blood with LSM (5.9 µg), followed by CPT blood (2.4 µg) with gel centrifugation, and ACD-A blood separated using magnetic beads (2.3 µg), then PBMC separated from EDTA blood using LeukoLOCK (1.1 µg). Mean RIN values were between 8.2-8.8 for PBMCs regardless of separation method; 8.2 for PAXgene blood specimens; 7.6 and 7.8 for ACK-lysed blood collected in ACD-A and EDTA tubes, respectively, but <6 for unlysed and blood collected in RNAgard tubes. Despite high RIN values, the PBMC separation methods generally showed higher distance ratios and lower correlation ratios between replicates than whole blood methods. The highest correlation ratios and lowest distance ratios were observed for ACD blood (ACK lysed or unlysed), while the lowest correlations and highest distances observed were with magnetically separated PBMCs. Overall expression patterns were consistent across methods, but there were qualitative differences between whole blood and PBMCs. Analysis of the 50% most variable genes showed separate clustering of PBMCs and whole blood with some overlap between the PBMCS isolated from EDTA blood using leukolock (only refrigerated PBMC) and blood, but importantly did not show clustering based on patient. Further, when considering whole blood methods PAXgene blood and RNAgard specimens (frozen and preserved) clustered separately from the refrigerated ACD and EDTA specimens. Analysis of differentially expressed genes in specimens shipped frozen/preserved versus refrigerated showed considerable overlap between blood (PAXgene and RNAGard versus whole blood) and PBMCs (leukolock versus others). While no pathways were found to be significantly affected by shipping temperature, several pathways were found to differ significantly between frozen (RNAgard and PAXgene) and refrigerated (EDTA and ACD-A blood) specimens, with the most profound effects traced to hematological system development and function.  When comparisons were limited to the 1,000 most differentially expressed genes by P-value,33 genes were found to be differentially expressed between preserved/frozen and refrigerated specimens both in PBMC and whole blood.

    Biospecimens
    Preservative Types
    • None (Fresh)
    • Frozen
    • Other Preservative
    • PAXgene
    Diagnoses:
    • Normal
    Platform:
    AnalyteTechnology Platform
    RNA Spectrophotometry
    RNA DNA microarray
    RNA Automated electrophoresis/Bioanalyzer
    Pre-analytical Factors:
    ClassificationPre-analytical FactorValue(s)
    Biospecimen Acquisition Anticoagulant Acid-citrate-dextrose
    EDTA
    Biospecimen Acquisition Type of collection container/solution EDTA tube
    ACD-A tube
    CPT tube
    PAXgene Blood RNA tube
    RNAGard Tube
    Biospecimen Aliquots and Components Blood processing method Lymphocyte Separation Medium (LSM)
    Leuko- LOCK
    CPT Gel centrifugation
    Magnetic separation
    Analyte Extraction and Purification Analyte isolation method TRIzol
    PAXgene Blood miRNA kit
    ACK Lysing buffer with RNeasy mini kit and TRIzol LS
    Biospecimen Aliquots and Components Blood and blood products Whole blood
    Peripheral blood mononuclear cells
    Storage Storage temperature 4°C
    Frozen

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