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MicroRNA Expression Profiles Analysis of Apheresis Platelets Treated With Vitamin B2 and Ultraviolet-B During Storage

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Abstract

Whether platelet (PLT) microRNA (miRNA) profiles are affected by pathogen reduction technology (PRT) using vitamin B2 and ultraviolet-B (VB2-PRT) remains unclear. Samples from VB2-PRT-treated (experimental group, E_) and untreated (control group, C_) apheresis PLTs were taken on days 1, 3 and 5 of storage, designated as E_1, E_3, E_5, C_1, C_3 and C_5, respectively. The miRNA expression profiles were assessed by DNA Nano Ball (DNB) sequencing technology, and verified by quantitive real-time fluorescence quantitative PCR (qRT-PCR). Compared with the expression profiles of PLT miRNAs, 3895 miRNAs were identified in the E_ groups while 4106 were in the C_ groups. There were 487 significant differentially expressed miRNAs in E_1 vs C_1 group, including 220 upregulated and 287 downregulated, such as miR-146a-5p and let-7b-5p. There were 908 significant differentially expressed miRNAs in E_3 vs C_3 group, including 297 upregulated and 611 downregulated, such as miR-142-5p and miR-7-5p. There were 229 significant differentially expressed miRNAs in E_5 vs C_5 group, including 80 upregulated and 149 downregulated, such as miR-3529-3p and miR-451a. These differentially expressed miRNAs had been suggested to have functional roles in energy homeostasis, cell communication, proliferation, migration and apoptosis. GO analysis showed a significant enrichmen in relevant biological process categories as receptor activity, signal transduction, cell transport, motility and chemotaxis. The significantly enriched KEGG pathway of predicted target genes was Glycosaminoglycan biosynthesis in E_ vs C_ groups. These new observation could provide insights on the understanding of change of miRNA profiles of PLT treated with VB2-PRT.

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Aim Studies have reported that micro (miR)-486-5p plays a crucial part in the progression of leukemia, however, to the best of our knowledge, few studies have been conducted on its mechanism in leukemia. In this study, the mechanism of miR-486-5p in leukemia cells was pointed out and its possible target genes were analyzed for the purpose of providing new therapeutic strategies for treating leukemia patients. Methods MiRNA expression of Leukemia cells (K562, Kasumi-1, and THP-1) and primary leukocytes was detected by Real-time Quantitative polymerase chain reaction(qPCR). The activity of the cells was assessed using the Cell Counting Kit-8 (CCK-8). Apoptotic cells were analyzed by a flow cytometer (FCM). Caspase-3 activation in leukemia cells was determined by Western blot. Targetscan 7.2 was used to predict the potential targets of miR-486-5p and further confirmed by dual-luciferase reporter assay. Result miR-486-5p was significantly down-regulated in leukemia cells. The over-expression of miR-486-5p notably increased the apoptosis and caspase-3 activity in leukemia cells. There was a predicted interaction site for miR-486-5p in the FOXO1 3′-UTR. Furthermore, this study showed that FOXO1 was significantly up-regulated in leukemia cells, the growth of which was depressed by the up-regulation of miR-486-5p. Conclusion miR-486-5p may inhibit the proliferation of leukemia cells and induce apoptosis through targeting FOXO1.
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Renal cell carcinoma (RCC) is a common kidney tumor in adults. The role of miR‐486‐5p in RCC is unknown. The aim of our study was to identify new targets regulated by miR‐486‐5p in RCC, to obtain a deeper insight into the network and to better understand the role of these microRNAs and their targets in carcinogenesis of RCC. We performed a series of tests and found consistently lower expression levels of miR‐486‐5p in kidney cancer cells. Restoration of miR‐486‐5p expression in RCC cells could lead to the suppression of cell proliferation and the increase of cell apoptosis. Further studies demonstrated that TGF‐β–activated kinase 1 was a target gene of miR‐486‐5p in kidney cancer cells. It was also shown that C‐C motif chemokine ligand 2 (CCL2) from tumor‐associated macrophages downregulated miR‐486‐5p expression, and miR‐486‐5p inhibited RCC cell proliferation and apoptosis resistance induced by CCL2. The study demonstrates that there are potential diagnosis and therapy values of miR‐486‐5p in RCC. Renal cell carcinoma (RCC) with low levels of miR‐486‐5p expression compared with normal tissues have a relatively poor prognosis, whereas high miR‐486‐5p expression is associated with a long survival rate in patients with RCC. TGF‐β–activated kinase 1 (TAK1) was a target gene of miR‐486‐5p in RCC cells. Low levels of miR‐486‐5p were negatively associated with TAK1 in patients with RCC . miR‐486‐5p could suppress RCC cell proliferation and increase cell apoptosis. C‐C motif chemokine ligand 2 (CCL2) from tumor‐associated macrophages downregulated miR‐486‐5p levels in RCC cells and miR‐486‐5p inhibited cell proliferation and induced apoptosis of RCC cells in the presence of CCL2.
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MicroRNAs (miRNAs) play a critical role on biological and cellular processes, the search for functional markers may be of importance for differential diagnosis, prognosis and development of new therapeutic regimens. In this context, we evaluated the bone marrow miRNA profile of Brazilian children exhibiting T or B cell acute lymphoblastic leukemia (T‐ALL or B‐ALL), using massive parallel sequencing, using the HiSeq 2500 platform (Illumina). The differential expression analysis was conducted considering a leave‐one‐out approach and FDR ≤ 0.05. Machine learning algorithms were applied to search for the disease subset biomarkers. Target prediction, functional enrichment and classification of biological categories were also performed. Sixteen miRNAs were differentially expressed between T‐ and B‐ALL, of which 10 (miR‐708‐5p, miR‐497‐5p, miR‐151a‐5p, miR‐151b, miR‐371b‐5p, miR‐455‐5p, miR‐195‐5p, miR‐1266‐5p, miR‐574‐5p, miR‐425‐5p) were downregulated and 6 (miR‐450b‐5p, miR‐450a‐5p, miR‐542‐5p, miR‐424‐5p, miR‐629‐5p, miR‐29c‐5p) were upregulated in childhood T‐ALL. These miRNAs may be used for distinguishing childhood lymphoblastic leukemia subtypes, since it provided the clearly separation of patients in these two distinct groups. Six relevant biological pathways were identified according to their role in leukemia, namely viral carcinogenesis, cell cycle and B cell receptor signaling pathways for induced miRNAs, and TGF‐beta signaling, apoptosis, and NF‐kappa B signaling for the repressed miRNAs, of which several miRNA gene targets participate in cell differentiation and hematopoiesis processes. Machine learning analysis pointed out miR‐29c‐5p expression as the best discriminator between childhood T‐ and B‐ALL, which is involved in calcium signaling, critical for B‐cell lymphocyte fate. Further studies are needed to assure the role of the 16 miRNAs and miR‐29c‐5p on acute lymphoblastic leukemia subtypes and on disease prognosis.
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Philadelphia chromosome positive (Ph+) acute lymphoblastic leukemia (ALL) is the most fatal leukemia due to the BCR/ABL fusion protein. This fusion protein could induce the interleukin 6 (IL-6) expression in leukemia stem cells (LSCs), which sustain the stemness by binding IL-6R and activating Janus kinase (JAK)/signal transducer and activator of transcription (STAT) pathway. IL-6R was one of the targets of miR-451a, which was downregulated in LSCs by BCR/ABL. We aimed to investigate the relationship between miR-451a, IL-6R, and BCR/ABL in Ph+ ALL and create a strategy to treat this disease. The expression levels of miR-451a and BCR/ABL of Ph+ ALL patients were examined by real-time quantitative polymerase chain reaction (RT-qPCR); serum IL-6 were tested by enzyme-linked immunosorbent assay. Ph+ ALL cell line SUP-B15 and Ph- ALL cell line Nalm-6 were treated with miR-451a mimic and inhibitor, respectively; the proliferation rate was assessed by CCK-8, the apoptosis rate was tested by Annexin/PI, the expression levels of Bcl-XL, Bax, cyclin D2, and c-myc were examined by qPCR and western blot (WB). The levels of STAT3, p-STAT3, JAK2, and p-JAK2 were tested by WB. We found that BCR/ABL was inversely related with miR-451a and positively related with IL-6 in Ph+ ALL. MiR-451a inhibited the proliferation of SUP-B15 through apoptosis pathway. The oncogene c-myc was downregulated by miR-451a. We confirmed that miR-451a could target IL-6R and inhibit activation of JAK and STAT3. In conclusion, miR-451a is down regulated in Ph+ ALL, and increasing the expression levels of miR-451a in leukemia cells may increase the potential to curing this disease.
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Introduction: Hepatocyte proliferation and apoptosis are critical cellular behaviors in rat liver as a result of a liver injury. Herein, we performed this study in order to evaluate the role of miR-30e and its target Fos-Related Antigen-2 (FOSL2) in septic rats through the JAK/STAT signaling pathway. Methods: Rat models of sepsis were induced by cecal ligation and puncture. Enzyme-linked immunosorbent assay (ELISA) was performed to access serum levels of lipopolysaccharide (LPS), inflammatory factors, alanine aminotransferase (ALT) and aspartate aminotransferase (AST) to confirm the successful establishment of the model. The hepatocytes were subject to miR-30e mimics, miR-30e inhibitors or siRNA-FOSL2. The expressions of miR-30e, FOSL2, apoptosis- and, JAK/STAT signaling pathway-related genes in liver tissues and hepatocytes were determined by reverse transcription quantitative polymerase chain reaction (RT-qPCR) and western blot analysis. MTT assay and flow cytometry were performed to evaluate hepatocyte viability and apoptosis, respectively. Results: The results obtained revealed that in the septic rats, serum levels of inflammatory factors, LPS, ALT and AST, as well as the expression of FOSL2 were elevated and the JAK/STAT signaling pathway was activated, while there was a reduction in the expression of miR-30e. An initial bioinformatics prediction followed by a confirmatory dual-luciferase reporter assay determined that miR-30e targeted and negatively regulated FOSL2 expression. MiR-30e inhibited the activation of JSK2/STAT3 signaling pathway by reducing FOSL2 expression, while miR-30e enhanced hepatocyte proliferation and decreased hepatocyte cell apoptosis in septic rats. Conclusion: These findings indicated that miR-30e may serve as an independent therapeutic target for sepsis, due to its ability to inhibit apoptosis and induce proliferation of hepatocytes by targeted inhibition of FOSL2 through the JAK/STAT signaling pathway.
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Tuberculosis continues to be one of the deadliest infectious disease worldwide. MicroRNAs (miRNAs) are small non-coding entities that play critical role as post-transcriptional regulators and are transcriptionally deregulated upon mycobacterial infection. In this study, we found significant upregulation of hsa-let-7b-5p in Mycobacterium tuberculosis (MTB) infected THP-1 human macrophages. Concomitantly, we detected the reduced level of Fas protein, one of the targets of hsa-let-7b-5p, in MTB infected THP-1 macrophages. Using luciferase assay a direct interaction between hsa-let-7b-5p and the Fas 3'-untranslated region (UTR) was established. Inhibition of hsa-let-7b-5p augmented the apoptosis of THP-1 cells enabling enhanced clearance of MTB. Our findings suggest that hsa-let-7b-5p helps intracellular survival of MTB in THP-1 cells by down-regulating Fas protein level. This highlights hsa-let-7b-5p as a potential therapeutic target for tuberculosis treatment.
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Hydroquinone (HQ), one of the major metabolic products of benzene, is a carcinogen, which induces apoptosis and inhibit proliferation in lymphoma cells. microRNA-7-5p (miR-7-5p), a tumor suppressor, participates in various biological processes including cell proliferation and apoptosis regulation by repressing expression of specific oncogenic target genes. To explore whether miR-7-5p is involved in HQ-induced cell proliferation and apoptosis, we assessed the effect of miR-7-5p overexpression on induction of apoptosis analyzed by FACSCalibur flow cytometer in transfection of TK6 cells with miR-7-5p mimic (TK6- miR-7-5p). We observed an increased apoptosis by 25.43% and decreased proliferation by 28.30% in TK6-miR-7-5p cells compared to those negative control cells (TK6-shNC) in response to HQ treatment. Furthermore, HQ might active the apoptotic pathway via partly downregulation the expression of BRCA1 and PARP-1, followed by p53 activation, in TK6-miR-7-5p cells. In contrast, attenuated p53 and BRCA1 expression was observed in shPARP-1 cells than in NC cells after HQ treatment. Therefore, we conclude that HQ may activate apoptotic signals via inhibiting the tumor suppressive effects of miR-7-5p, which may be mediated partly by upregulating the expression of PARP-1 and BRCA1 in control cells. The increase of miR-7-5p expression further intensified downregulation of PARP-1 and BRCA1 in TK6-miR-7-5p cells, resulting in an increase of apoptosis and proliferation inhibited.
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MicroRNAs (miRNAs) are essential for the maintenance of podocyte homeostasis. Emerging evidence demonstrated a protective role of miRNA-30a, a member of miR-30 family in podocyte injury. However, the role of other members of miR-30 family in podocyte injury is unclear. The present study was undertaken to investigate the contribution of miR-30e in the pathogenesis of podocyte injury induced by aldosterone (Aldo), as well as the underlying mechanism. Following Aldo treatment, miR-30e was dose-and time-dependently reduced. Notably, overexpression of miR-30e remarkably attenuated Aldo-induced apoptosis in podocytes. In agreement with this finding, miR-30e silencing led to significant podocyte apoptosis. Mitochondrial dysfunction (MtD) has been shown as an early event in Aldo-induced podocyte injury. Here we found that overexpressing miR-30e improved Aldo-induced MtD while miR-30e silencing resulted in MtD. Next, we found that miR-30e could directly target BCL2/adenovirus E1B interacting protein 3-like (BNIP3L) gene. Aldo remarkably enhanced BNIP3L expression in podocytes and silencing BNIP3L largely abolished Aldo-induced MtD and cell apoptosis. On the contrary, overexpression of BNIP3L induced MtD and apoptosis in podocytes. Taken together, these findings demonstrated that miR-30e protected mitochondria and podocytes against Aldo challenge by targeting BNIP3L.
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Platelet storage lesions seriously affect the quality of stored platelets, even causing them to be ineffective in vivo after transfusion. Past researches have been focused on what mechanism(s) cause the formation of storage lesions. One proposed mechanism is microRNAs (miRNAs)-based molecular regulation of the platelet mRNAs that are relevant to the storage lesion. Platelets continue to translate proteins from mRNA while in a storage environment. A strong correlation exists between the platelet transcriptome and its subsequent proteomic profile, which supports de novo platelet translational capabilities. Thus, miRNA may play a crucial role in platelet biology during storage conditions. Importantly, this suggests the exciting possibility of post-transcriptional regulation of gene expression in platelets that are in storage. Given this, the differential profiling of miRNAs could be a useful tool in identifying changes to ex vivo stored platelets. Any identified miRNAs could then be considered as potential markers to assess the viability of platelet concentrates. The present review summarizes the current experimental and clinical evidence that clarifies the role miRNAs play during platelet ex vivo storage.
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The transfusion of platelet concentrates (PCs) is mainly used for treatment of thrombocytopenic, trauma or surgery patients. The integrity and safety of these platelet preparations, however, is compromised by the presence of pathogens, such as viruses, bacteria and parasites. The transfer of allogeneic donor leukocytes contaminating PCs can also potentially cause adverse reactions in recipients. These considerations prompted the development and implementation of pathogen reduction technologies (PRT), which are based on chemically induced cross-linking and inactivation of nucleic acids. While the incumbent PRT may provide some protection against transfusion-transmitted infections, they are ineffective against infectious prions and may not inactivate other emerging pathogens. In addition, the safety of PRT concerning platelet viability and function has been questioned in several reports. Recent studies suggest that PRT, such as Intercept, may adversely affect the messenger RNA (mRNA) and microRNA content of platelets, as well as their functional integrity, which may compromise the clinical benefits of PRT. Here, we will discuss about the peculiarities of studying the effects of PRT on platelets, which will need to be taken into account in future studies aimed to characterize further, and polish, the rugged side of this otherwise useful and potentially important approach in transfusion medicine. This article is protected by copyright. All rights reserved.
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There are many sources of systematic variation in cDNA microarray experiments which affect the measured gene expression levels (e.g. differences in labeling efficiency between the two fluorescent dyes). The term normalization refers to the process of removing such variation. A constant adjustment is often used to force the distribution of the intensity log ratios to have a median of zero for each slide. However, such global normalization approaches are not adequate in situations where dye biases can depend on spot overall intensity and/or spatial location within the array. This article proposes normalization methods that are based on robust local regression and account for intensity and spatial dependence in dye biases for different types of cDNA microarray experiments. The selection of appropriate controls for normalization is discussed and a novel set of controls (microarray sample pool, MSP) is introduced to aid in intensity-dependent normalization. Lastly, to allow for comparisons of expression levels across slides, a robust method based on maximum likelihood estimation is proposed to adjust for scale differences among slides.
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Recent reports from Europe have advocated the use of bacterial culturing of platelets on Day 2 or 3 of storage to extend the shelf life of platelets to 7 days, thereby reducing the outdating of platelets and preserving a limited medical resource. To assess the optimal timing, the necessary sensitivity, and the possible efficacy of bacterial detection, the bacterial growth characteristics were reviewed in 165 platelet units, each inoculated on the day of collection with one of the following organisms: Bacillus cereus, Pseudomonas aeruginosa, Klebsiella pneumoniae, Serratia marcescens, Staphylococcus aureus, and Staphylococcus epidermidis from four previously published studies. Quantitative culture data from inoculated platelet concentrates from five sites and four studies were combined into one database and analyzed for bacterial concentration thresholds (> or =10(1), > or =10(2), > or =10(3), > or =10(4), > or =10(5) CFU/mL) by day of storage. All examples of B. cereus, P. aeruginosa, K. pneumoniae, S. marcescens, and S. aureus had concentrations > or =10(2) CFU per mL by Day 3 after inoculation. By Day 4, all units with these organisms contained > or =10(5) CFU per mL. Units contaminated with S. epidermidis showed slower and more varied growth. By Day 3 after inoculation, 81.3 percent had 10(2) CFU per mL. By Day 4 after inoculation, 46 (95.8%) of 48 units had concentrations > or =10(2) CFU per mL. These experiments suggest that an assay capable of detecting 10(2) CFU per mL on Day 3 of storage would detect the vast majority of bacterially contaminated platelet units, prevent many cases of platelet-associated bacterial sepsis, and provide a scientific basis for the extension of the current platelet storage time. It would be expected that a rare, slow-growing organism could escape such a detection scheme.
Article
Platelets are anucleate blood cells that play a crucial role in thrombosis and hemostasis. Despite their lack of nuclear DNA, platelets contain significant amounts of microRNA (miRNA) that may have vital functions in post-transcriptional gene regulation. Here, we combined comprehensive miRNA expression profiling by quantitative PCR with target prediction analysis for the most abundant miRNAs in human platelets. A network composed of predicted platelet miRNA target genes was then constructed, using annotations available in Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) databases. In addition, we evaluated possible differences in miRNA levels between resting and thrombin-stimulated platelets. We identified 281 transcripts, including 228 mature miRNAs and 53 minor miRNAs (or miR*), of which six miRNAs (miR-15 a, miR-339-3 p, miR-365, miR-495, miR-98, and miR-361-3 p) were up- or down-regulated in activated human platelets (P ≤ 0.001). A redundancy-reduced network was established that encompassed 246 genes in five statistically significant functional clusters representing platelet miRNA regulating pathways. Comparison of the 246 network genes with the platelet mRNA expression data available at ArrayExpress database confirmed that most of these genes (89%) are expressed in human platelets. In conclusion, this work affirms a recent microarray study reporting a wide-spread existence of miRNAs in human platelets. Further, we observed that thrombin stimulation was associated with altered levels of some miRNAs in platelets. The proposed functional network, combining computational prediction analysis with annotations from experimental observations, may in addition provide some information about probable miRNA target pathways in human platelets.
Article
MicroRNAs (miRNAs) regulate cell physiology by altering protein expression, but the biology of platelet miRNAs is largely unexplored. We tested whether platelet miRNA levels were associated with platelet reactivity by genome-wide profiling using platelet RNA from 19 healthy subjects. We found that human platelets express 284 miRNAs. Unsupervised hierarchical clustering of miRNA profiles resulted in 2 groups of subjects that appeared to cluster by platelet aggregation phenotypes. Seventy-four miRNAs were differentially expressed (DE) between subjects grouped according to platelet aggregation to epinephrine, a subset of which predicted the platelet reactivity response. Using whole genome mRNA expression data on these same subjects, we computationally generated a high-priority list of miRNA-mRNA pairs in which the DE platelet miRNAs had binding sites in 3'-untranslated regions of DE mRNAs, and the levels were negatively correlated. Three miRNA-mRNA pairs (miR-200b:PRKAR2B, miR-495:KLHL5, and miR-107:CLOCK) were selected from this list, and all 3 miRNAs knocked down protein expression from the target mRNA. Reduced activation from platelets lacking PRKAR2B supported these findings. In summary, (1) platelet miRNAs are able to repress expression of platelet proteins, (2) miRNA profiles are associated with and may predict platelet reactivity, and (3) bioinformatic approaches can successfully identify functional miRNAs in platelets.
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As part of its risk management process, Canadian Blood Services (CBS) constructed mathematical models of how newly emerging pathogens might affect blood transfusion recipients. CBS convened an expert panel including medical, health economics, analytical, risk management, and insurance professionals to examine multiple data sources. The model for emerging pathogen risk included separate modules to calculate the frequency and severity of infections from transfusion-transmitted agents that could cause either acute transient or chronic persistent infection. Important model input variables were annual number of components transfused, the presumed incidence and prevalence of a new agent, the time interval of recipient risk, recipient age and sex, projected recipient survival, rate of secondary infection, pathogen-induced morbidity, and the associated medical costs of such morbidity. In the 5-year time frame considered in the model, it was estimated that approximately 3500 recipient infections (two-SD range of 0 to 11,370 infections) could occur from an emerging pathogen that establishes a chronic infection in donors, with 60% of these due to red blood cell transfusion. The medical costs associated with recipient outcomes due to a catastrophic emerging pathogen could be lowered by 20% if an effective pathogen reduction method for either platelets or plasma were in place. This modeling exercise offers a framework for other blood services to construct similar models. It also provides a useful way to model the implementation of new blood safety interventions (e.g., pathogen reduction) on emerging pathogen risk.
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Transfusion of platelet concentrates (PCs) is the basic treatment for severe platelet disorders. PCs carry the risk of pathogen transmission, especially bacteria. Pathogen reduction (PR) by addition of photochemical reagents and irradiation with visible or ultraviolet (UV) light can significantly reduce this risk. We present a novel approach for PR in PCs employing UVC light alone. UVC PR was evaluated by bacteria and virus infectivity assays. PC quality was investigated by measuring pH, lactate, glucose, hypotonic shock response, platelet aggregation, CD62P expression, and annexin V binding as in vitro parameters. The impact of UVC PR on the platelet proteome was assessed by differential in-gel electrophoresis and compared with changes caused by UVB and gamma-irradiation, respectively. Vigorous agitation of loosely placed PCs generated thin fluid layers that allow penetration of UVC light for inactivation of the six bacteria and six of the seven virus species tested. HIV-1 was only moderately inactivated. UVC light at the dose used (0.4 J/cm(2)) had a minor impact on in vitro parameters and on storage stability of treated PCs. Proteome analysis revealed a common set of 92 (out of 793) protein spots being affected by all three types of irradiation. Specific alterations were most pronounced for gamma-irradiation (45 spots), followed by UVB (11 spots) and UVC (2 spots). UVC irradiation is a potential new method for pathogen reduction in PCs. The data obtained until now justify further development of this process.
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Enucleated platelets (PLTs) utilize posttranscriptional gene (mRNA) regulation (PTGR) for their normal morphologic and physiologic functions, which are altered in their ex vivo storage, also collectively referred to as storage lesions. While cellular micro-RNAs (miRNAs) play a significant role in posttranscriptional gene (mRNA) regulation by binding to their target mRNAs, comprehensive analysis of apoptosis-associated miRNAs and global changes in their profiles during PLT storage have not been evaluated to date. In this report room temperature-stored PLTs of Days 0, 2, and 9 were analyzed by differential profiling for 52 apoptosis-associated human miRNAs. After total RNA extraction from the samples, a membrane array-based miRNA analysis was carried out. Prediction of target genes was performed by bioinformatics-based approaches. Our analysis revealed that during storage, Let-7a, -7c, -7e, -7f, -7g, and -7i miRNA profiles of the PLTs were barely detectable, while levels of miR-150, -151, -152, -184, -188, -196a, -197, and -202 remained at high levels in PLTs. The rest of the miRNA levels were in between. However, two miRNAs, Let-7b and miR-16, distinctly demonstrated an increasing trend while miR-7 and miR-145 showed a decreasing profile during PLT storage. For these four miRNAs, we also identified their potential target mRNAs. Overall, these results confirm the fact that miRNAs do exist in PLTs, and among 52 apoptosis-specific miRNAs studied, only a few selected miRNAs did perturb during PLT storage. Future experimental evaluation of these miRNA-target mRNA interactions will provide new insights into the molecular mechanisms of PLT storage-associated lesions.
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To examine if different pathogen-reduction technologies (PRTs) induce different degrees of platelet (PLT) storage lesion. Twenty-seven split triple-dose apheresis PLTs were PRT treated using ultraviolet light with either riboflavin (M) or psoralen (I) or remained untreated (C). Samples taken on days (d) 0 to 8 were analysed for PLT count, blood gas (pH, pO(2) and pCO(2)), metabolism (lactate, glucose, ATP content), in vitro function [swirling, hypotonic shock response (HSR) and aggregation], activation (p-selectin expression) and cellular integrity (JC-1 signal, annexin A5 release). Platelet counts of all study groups remained unchanged during storage indicating that PRT treatment did not induce relevant cell lysis. Although M units demonstrated the highest values for HSR until d5, PRT treatment lowered all parameters examined with significant differences to untreated controls by d7 of storage. During final storage, M was significantly superior over I for HSR, aggregation with TRAP-6 as agonist (collagen was similar), annexin A5 release and JC-1 signal. Regarding blood gas and metabolic analysis, the most evident effect of PRT was an elevated glycolytic flux combined with higher acidity due to increased lactate accumulation. Most likely due to impaired O(2) consumption, pH and ATP decreased more rapidly in I relative to C and M. Pathogen reduction technology-treated PLTs remained comparable to untreated units throughout 7 days of storage. Mitochondria-based oxidative respiration appeared up-regulated after the riboflavin-based PRT. Compared to the psoralen-based PRT, this resulted in significantly better ATP maintenance and in vitro function during the last storage period (d7, d8).
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The relationship between the platelet storage lesion (PSL) and programmed cell death (apoptosis) is poorly understood. Nevertheless, there is some experimental evidence that platelets contain most of the components of the apoptosis machinery and both the apoptotic process and the PSL lead to platelet activation and microvesiculation with expression of phosphatidyl serine (PS) on the outer layer of cell membrane, a hallmark of all nucleated cells. The PS exposure is believed to contribute to the development of inflammatory or immunomodulation process, to the regulation of haemostatic balance and the ultimate clearance of dead or fragmented cells from the circulation. While there is no doubt that apoptosis, as a form of genetically encoded programmed cell death in nucleated cells, is triggered by several signalling stimuli at the nuclear level, there is some doubt as to whether platelets, as enucleated cells have retained the memory of the "parental" megakaryocytes for apoptosis or whether platelet mitochondrial DNA has a major role in both the apoptotic process and the PSL. The storage lesion occurs during processing and storage subsequent to mechanical trauma, hypoxic conditions or exposure to cold. In this brief report some observational evidence is provided in support of the notion that the PSL and apoptosis may be related to each other, despite the fact that, in contrast to the 'parental' megakarocyte, the platelets appear to survive upon stimulation with a high concentration of protein kinase inhibitors such as staurosporine (STS), in the presence of cycloheximide (CHX) which inhibit protein synthesis. This is a model which is often used to regulate the level of survival signals. The possible relevance of platelet microvesiculation to transfusion practice is briefly discussed.
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There are many sources of systematic variation in cDNA microarray experiments which affect the measured gene expression levels (e.g. differences in labeling efficiency between the two fluorescent dyes). The term normalization refers to the process of removing such variation. A constant adjustment is often used to force the distribution of the intensity log ratios to have a median of zero for each slide. However, such global normalization approaches are not adequate in situations where dye biases can depend on spot overall intensity and/or spatial location within the array. This article proposes normalization methods that are based on robust local regression and account for intensity and spatial dependence in dye biases for different types of cDNA microarray experiments. The selection of appropriate controls for normalization is discussed and a novel set of controls (microarray sample pool, MSP) is introduced to aid in intensity-dependent normalization. Lastly, to allow for comparisons of expression levels across slides, a robust method based on maximum likelihood estimation is proposed to adjust for scale differences among slides.