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Updated: May 11, 2025

Targeted RNA Sequencing Assay to Characterize Gene Expression and Genomic Alterations
Published on: August 4, 2016
Alterations in RNA Expression Profile Following S. aureus and S. epidermidis Inoculation into Platelet Concentrates
Jae Kwon Kim1, Taewon Kang1,2, Youngeun Kweon1
1Department of Laboratory Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 222, Banpo-daero, Seocho-gu, Seoul 06591, Republic of Korea.
Abstract:
Microbial contamination of platelet concentrates (PC) remains a persistent challenge in transfusion medicine, necessitating robust preventive measures prior to product release. Differentially expressed gene (DEG) analysis of microbe inoculated PC offers a promising approach to identifying potential biomarkers for contamination detection. Within PC, each S. aureus (ATCC 29213) and S. epidermidis (ATCC 12228) was inoculated in a 103 CFU/mL concentration. Total RNA was extracted from the samples at predetermined time points (0-, 1-, 3-, and 6-hours post-inoculation), followed by high-throughput RNA sequencing. DEG, gene enrichment, and pathway analysis were conducted. Diagnostic potential was evaluated through the calculation of area under the curve (AUC) values and the assessment of additional performance metrics. DEG identified 5884 and 974 DEGs in S. aureus and S. epidermidis samples, respectively. Pathway analysis revealed distinct biological responses: S. aureus-inoculated samples showed prominent enrichment in ribosomal and spliceosome pathways, while S. epidermidis-inoculated samples demonstrated significant activation of mitogen-activated protein kinase (MAPK) signaling pathways and natural killer (NK) cell-mediated cytotoxicity pathways. ROC analysis of the commonly differentially expressed genes in both S. aureus and S. epidermidis-inoculated samples demonstrated significant diagnostic potential. The genes H19, CAVIN1, A2M, and EPAS1 exhibited statistically significant adjusted p-values and AUC values exceeding 0.8, with the exception of the H19 gene in S. epidermidis, suggesting their utility as potential biomarkers for staphylococcal contamination detection. Interaction between PC and microbial contaminants resulted in DEG and genes could be analyzed for microbial contamination of PC. However, to establish the robustness and broader applicability of these findings, further studies encompassing a more diverse range of microbial species are necessary.
Insights
Microbial contamination of platelet concentrates (PC) is a transfusion risk. Gene expression analysis identified potential biomarkers, like H19 and A2M, for detecting staphylococcal contamination in PCs.
Area of Science:
- Transfusion Medicine
- Molecular Biology
- Microbiology
Background:
- Microbial contamination of platelet concentrates (PC) poses a significant risk in transfusion medicine.
- Current detection methods require improvement for timely and accurate identification of contaminants.
- Differentially expressed gene (DEG) analysis presents a novel approach for biomarker discovery.
Purpose of the Study:
- To identify potential gene expression biomarkers for detecting microbial contamination in platelet concentrates.
- To investigate the host response to Staphylococcus aureus and Staphylococcus epidermidis contamination in PCs.
- To evaluate the diagnostic potential of identified DEGs for staphylococcal contamination.
Main Methods:
- Platelet concentrates were inoculated with Staphylococcus aureus or Staphylococcus epidermidis at 10^3 CFU/mL.
- Total RNA was extracted at 0, 1, 3, and 6 hours post-inoculation for high-throughput RNA sequencing.
- Differentially expressed gene (DEG), gene enrichment, pathway, and ROC analyses were performed.
Main Results:
- 5884 and 974 DEGs were identified in S. aureus and S. epidermidis samples, respectively.
- Distinct pathway enrichments were observed: ribosomal/spliceosome for S. aureus, and MAPK/NK cell pathways for S. epidermidis.
- Genes H19, CAVIN1, A2M, and EPAS1 showed significant diagnostic potential (AUC > 0.8) for staphylococcal contamination.
Conclusions:
- Host gene expression changes in platelet concentrates can serve as biomarkers for microbial contamination.
- Specific genes like H19, CAVIN1, A2M, and EPAS1 show promise for detecting staphylococcal contamination.
- Further research with diverse microbial species is needed to validate these findings for broader application.
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