Zhi-Bin Zhou1, Yu-Long Niu2, Gao-Xiang Huang3, Jia-Jia Lu1, Aimin Chen4, Lei Zhu5. 1. Orthopaedic Trauma and Reconstruction Surgery Center, Department of Orthopaedics, Changzheng Hospital, Second Military Medical University, Shanghai 200003, China. 2. Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610065, Sichuan, China. 3. Department of Pathology, No.181 Hospital of PLA, Guilin, Guangxi, 541002, China. 4. Orthopaedic Trauma and Reconstruction Surgery Center, Department of Orthopaedics, Changzheng Hospital, Second Military Medical University, Shanghai 200003, China. Electronic address: aiminchen@smmu.edu.cn. 5. Orthopaedic Trauma and Reconstruction Surgery Center, Department of Orthopaedics, Changzheng Hospital, Second Military Medical University, Shanghai 200003, China. Electronic address: hailangzhulei@smmu.edu.cn.
Abstract
Circular RNAs (circRNAs) represent a class of non-coding RNAs that are involved in transcriptional and posttranscriptional gene expression regulation and associated with different kinds of human diseases. However, the characterization and function of circular RNAs in peripheral nerve injuries remain elusive. Here, we established a rat sciatic nerve injury model and identified at least 4,942 distinct circular RNA candidates and a series of circular RNAs that were differentially expressed in injured nerve tissues compared with matched normal tissues. We characterized one frequently downregulated circular RNA, circRNA.2837, and further investigated its function in sciatic nerve injury. We found that circRNA.2837 regulated autophagy in neurons in vitro and in vivo, and downregulation of circRNA.2837 alleviated sciatic nerve injury via inducing autophagy in vivo. Mechanistically, knockdown of circRNA.2837 may protect neurons against neurological injury by acting as a sponge for members of miR-34 family. Our findings suggested that differentially expressed circular RNAs were involved in the pathogenesis of sciatic nerve injury, and circular RNAs exerted regulatory functions in sciatic nerve injury and might be used as potential targets in sciatic nerve injury therapy.
Circular RNAs (circRNAs) represent a class of non-coding RNAs that are involved in transcriptional and posttranscriptional gene expression regulation and associated with different kinds of human diseases. However, the characterization and function of circular RNAs in peripheral nerve injuries remain elusive. Here, we established a ratsciatic nerve injury model and identified at least 4,942 distinct circular RNA candidates and a series of circular RNAs that were differentially expressed in injured nerve tissues compared with matched normal tissues. We characterized one frequently downregulated circular RNA, circRNA.2837, and further investigated its function in sciatic nerve injury. We found that circRNA.2837 regulated autophagy in neurons in vitro and in vivo, and downregulation of circRNA.2837 alleviated sciatic nerve injury via inducing autophagy in vivo. Mechanistically, knockdown of circRNA.2837 may protect neurons against neurological injury by acting as a sponge for members of miR-34 family. Our findings suggested that differentially expressed circular RNAs were involved in the pathogenesis of sciatic nerve injury, and circular RNAs exerted regulatory functions in sciatic nerve injury and might be used as potential targets in sciatic nerve injury therapy.
Peripheral nerve injury (PNI) is a common clinical problem mainly caused by trauma and surgical intervention, which has a heavy social burden in terms of both long-term disability and economic costs.1, 2 It is known that the injured peripheral nerve has an intrinsic capacity for axons to regenerate, but the functional recovery was poor. Thereby, growing efforts have been dedicated to the development of effective treatment for peripheral nerve injury. Currently, pre-clinical research of peripheral nerve injury is mainly carried out in animal models, and a sciatic nerve injury (SNI) model is the most used experimental paradigm for investigating peripheral nerve injury. Many experiments have been carried out using the SNI model with an attempt to increase nerve regeneration and functional recovery after peripheral nerve injury. However, existing therapeutic approaches for nerve injuries seem to be inadequate, partly attributable to an insufficient understanding of post-injury cellular and molecular events. Thus, it is still important to improve the understanding of the molecular and intermolecular interactions post-peripheral nerve injury.Circular RNAs (circRNAs) are a novel type of endogenous noncoding RNA characterized by forming circular structures with neither 5′-to-3′ polarity nor a polyadenylated tail. Recently, it was reported that circular RNAs performed numerous biological functions, including promoting rolling-circle translation, controlling transcription of parent genes, helping to form alternatively spliced mRNA, and acting as microRNA (miRNA) sponges.5, 6, 7 Among these functions, a growing number of studies reported that circular RNAs acted as sponges to interact with miRNAs and regulate gene expression, thus playing a significant role in the pathogenesis and diagnosis of human diseases.6, 8, 9 However, the roles of circular RNAs in peripheral nerve injuries are largely unknown.In this study, we generated ribo-minus RNA sequencing data of sciatic nerve from the rat SNI model and identified approximately 4,942 circular RNA candidates (at least two unique back-spliced reads). We identified a small number of significantly differentially expressed circular RNAs in injured sciatic nerve tissues and characterized one circular RNA, circRNA.2837, which is frequently downregulated in injured sciatic nerve tissues, and further examined the functions and mechanisms of circRNA.2837. We found that circRNA.2837 induced autophagy in neurons in vitro and in vivo. Down- regulation of circRNA.2837 alleviated sciatic nerve injury via inducing autophagy in vivo. Moreover, luciferase assay revealed that circRNA.2837 could bind to miR-34 family members, including miR-34a, miR-34b, and miR-34c. Furthermore, using miR-34a as a representative of this miRNA family, we found that silencing of circRNA.2837 induced autophagy in neurons by directly targeting miR-34a. Taken together, we concluded that circRNA.2837 acts as a ceRNA (competing endogenous RNA) to regulate neuronal autophagy by sponging the miR-34 family. Our findings indicated that differentially expressed circular RNAs were involved in the pathogenesis of sciatic nerve injury, and circular RNAs exerted regulatory functions in SNI and can be used as potential targets in SNI therapy.
Results
Identification of Circular RNAs by RNA-Seq Analyses in Rat Sciatic Nerve Injury Model
We first characterized circular RNA transcripts using RNA sequencing (RNA-seq) analysis of ribosomal RNA-depleted total RNA from two paired rat injured sciatic nerve tissues and matched normal tissues (Figure 1A). RNA samples were sequenced on an Illumina HiSeq and mapped to the rat reference genome by BWA-MEM. circular RNAs were identified by analyzing the unmapped reads via computational pipelines. In all, among the 7,222 distinct circular RNA candidates that were found in these tissues (GEO: GSE115315), 4,942 circular RNAs contained at least two unique back-spliced reads (Figure 1B). The total number of circular RNAs and junction reads detected in different sciatic nerve tissue was shown in Figure 1C. We further calculated the SRPBM (spliced reads per billion mapping) of each circular RNA to quantitate their expression level. Each normal and injured sciatic nerve tissue sample expressed approximately 2,000 circular RNAs with SRPBM that ranged from 0.1 to 62.6 (Figure 1D). The genomic loci distributions of circular RNAs in rat chromosomes were depicted in Figure 1E, and we found that the circular RNAs were transcribed from all chromosomes, but the distribution was not uniform among different chromosomes.
Figure 1
Identification of Circular RNAs by RNA-Seq Analyses in a Rat Sciatic Nerve Compression Model
(A) Workflow for RNA-seq analysis of circular RNAs in two paired rat compressed sciatic nerves and matched normal sciatic nerve. (B) The total number of circular RNAs and back-spliced reads that were identified in two paired rat compressed sciatic nerves and matched normal sciatic nerve. (C) The number of circular RNAs and back-spliced reads detected in four samples. (D) The number of circular RNAs that were identified from two paired rat compressed sciatic nerves and matched normal sciatic nerve using different spliced reads per billion mapping (SRPBM) cut-off. (E) Circos plot showing the distribution of circular RNAs in different chromosomes.
Identification of Circular RNAs by RNA-Seq Analyses in a Rat Sciatic Nerve Compression Model(A) Workflow for RNA-seq analysis of circular RNAs in two paired rat compressed sciatic nerves and matched normal sciatic nerve. (B) The total number of circular RNAs and back-spliced reads that were identified in two paired rat compressed sciatic nerves and matched normal sciatic nerve. (C) The number of circular RNAs and back-spliced reads detected in four samples. (D) The number of circular RNAs that were identified from two paired rat compressed sciatic nerves and matched normal sciatic nerve using different spliced reads per billion mapping (SRPBM) cut-off. (E) Circos plot showing the distribution of circular RNAs in different chromosomes.
Differentially Expressed Circular RNAs in Rat Sciatic Nerve Injury Model
On the basis of expression of circular RNA analysis, we found 131 circular RNAs to be significantly (p ≤ 0.05, fold change ≥2) differently expressed in injured sciatic nerve tissues compared with matched normal tissues (Figure 2A). All these circular RNAs are derived from 21 rat chromosomes, and the distribution of differentially expressed circular RNAs on chromosomes are shown in Figure 2B. Among these differentially expressed circular RNAs, 83 were upregulated and 48 were downregulated. There were 54 circular RNAs transcribed from the exonic region, 10 from the intronic region, and 19 from the intergenic region among the upregulated circular RNAs, while for the downregulated circular RNAs, 35 were transcribed from the exonic region, 2 from the intronic region, and 11 from the intergenic region (Figure 2C). Since it has been reported that circular RNAs had a highly conserved expression pattern in mammals, we conducted analyses to detect conserved expression between human and rat based on our profile data. We found only 10 circular RNAs could not be mapped to the human genome using liftOver among these differently expressed circular RNAs; over 90% of them were detected to be 3′ or 5′ slice sites, or even both slice sites were utilized by human circular RNAs, indicating that circular RNAs were highly conserved between human and rat (Figure 2D).
Figure 2
Differentially Expressed Circular RNAs in a Rat Sciatic Nerve Compression Model
(A) Clustered heatmap of the differentially expressed circular RNAs in two paired rat compressed sciatic nerves and matched normal sciatic nerve. Rows represent circular RNAs, while columns represent tissues. The circular RNAs were classified according to the Pearson correlation. (B) The distribution for differentially expressed circular RNAs on rat chromosomes. (C) The classification of differentially expressed circular RNAs based on the genomic origin. (D) Venn diagrams of detection results of conserved expression between human and rat. rno3′ to has3′ represented the 3′ slice site of rat circular RNA and was utilized by circular RNAs in human and mapped to the 3′ slice site of human circular RNA. Similarly, rno3′ to has5′, rno5′ to has3′, and rno5′ to has5′ represented slice sites of rat circular RNA and were mapped to certain slice sites of human circular RNA.
Differentially Expressed Circular RNAs in a Rat Sciatic Nerve Compression Model(A) Clustered heatmap of the differentially expressed circular RNAs in two paired rat compressed sciatic nerves and matched normal sciatic nerve. Rows represent circular RNAs, while columns represent tissues. The circular RNAs were classified according to the Pearson correlation. (B) The distribution for differentially expressed circular RNAs on rat chromosomes. (C) The classification of differentially expressed circular RNAs based on the genomic origin. (D) Venn diagrams of detection results of conserved expression between human and rat. rno3′ to has3′ represented the 3′ slice site of rat circular RNA and was utilized by circular RNAs in human and mapped to the 3′ slice site of human circular RNA. Similarly, rno3′ to has5′, rno5′ to has3′, and rno5′ to has5′ represented slice sites of rat circular RNA and were mapped to certain slice sites of human circular RNA.
Delineation of Gene Ontology and KEGG Pathway for the Host Genes of Circular RNAs
To investigate the potential function of differently expressed circular RNAs, we performed gene ontology (GO)-enrichment analysis of those host genes. The 30 most significant functional annotations are shown in Figure 3A. The major enriched and meaningful GO terms in biological process (BP) were neurogenesis, neuron differentiation, and nervous system development. In terms of cellular component (CC), the majority of the altered circular RNA-related mRNAs were found to be cell-intracellular membrane-bounded and intracellular organelles. As for molecular function (MF), the most enriched molecular function terms were protein binding, DNA binding, and organic cyclic compound binding. We then employed the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis to further understand their biological functions and molecular interactions. The top 30 most significant KEGG pathways are listed Figure 3B. Of these, the major enriched and meaningful pathways were the axon guidance, vascular endothelial growth factor (VEGF) signaling, phosphatidylinositol 3-kinase (PI3K)-Akt signaling, and mitogen-activated protein kinase (MAPK) signaling pathway.
Figure 3
Gene Ontology and Kyoto Encyclopedia of Genes and Genomes Pathways
Shown are the top 30 GO (A) and KEGG (B) terms of parental genes from which differentially expressed circular RNAs were uncovered. Rich factor refers to the ratio of the number of genes located in the GO entry to the total number of genes in the GO entry. The larger the rich factor, the greater the enrichment. The q value is the p value after the multiple hypothesis test correction, where smaller values indicate the greater significance.
Gene Ontology and Kyoto Encyclopedia of Genes and Genomes PathwaysShown are the top 30 GO (A) and KEGG (B) terms of parental genes from which differentially expressed circular RNAs were uncovered. Rich factor refers to the ratio of the number of genes located in the GO entry to the total number of genes in the GO entry. The larger the rich factor, the greater the enrichment. The q value is the p value after the multiple hypothesis test correction, where smaller values indicate the greater significance.
Validation of Differentially Expressed Circular RNAs by qRT-PCR in Rat Sciatic Nerve Injury Model
We confirmed the RNA-seq results in rat injured sciatic nerve tissues by qRT-PCR analysis. According to our RNA-seq results, we selected the 10 most differentially upregulated and 10 most differentially downregulated circular RNAs for further validation (Figure 4A). Their junction regions were amplified using specific qPCR primers (Figure 4B), and Sanger sequencing was performed to verify the amplified PCR products with specific circular RNA junctions (Figure 4C). Relative expression levels of those circular RNAs normalized by SRPBM from our circular RNA-seq analysis are shown in Figure 4D. As shown in Figure 4E, our qRT-PCR results indicated that the expression patterns of up- and downregulation of the selected 20 circular RNAs were consistent with the sequencing results, suggesting relatively high reliability of this circRNA-seq profile.
Figure 4
Real-Time qPCR Validation of Putative Circular RNA Differentially Expressed in a Rat Sciatic Nerve Compression Model
(A) Clustered heatmap of the top 10 differentially up- and down-expressed circular RNAs. (B) Schematic view illustrating the design of primers for circular RNAs used in qPCR. (C) The junction sequences of selected circular RNAs were validated by Sanger sequencing. (D) Relative expression levels of circular RNAs normalized by SRPBM after sequencing. SRPBM = number of circular reads/number of mapped reads (units in billion)/read length. (E) Relative expression levels of circular RNAs detected by qRT-PCR analysis. The qRT-PCR results were consistent with the sequencing results. Data represent the mean ± SD of three independent experiments. *p < 0.05.
Real-Time qPCR Validation of Putative Circular RNA Differentially Expressed in a Rat Sciatic Nerve Compression Model(A) Clustered heatmap of the top 10 differentially up- and down-expressed circular RNAs. (B) Schematic view illustrating the design of primers for circular RNAs used in qPCR. (C) The junction sequences of selected circular RNAs were validated by Sanger sequencing. (D) Relative expression levels of circular RNAs normalized by SRPBM after sequencing. SRPBM = number of circular reads/number of mapped reads (units in billion)/read length. (E) Relative expression levels of circular RNAs detected by qRT-PCR analysis. The qRT-PCR results were consistent with the sequencing results. Data represent the mean ± SD of three independent experiments. *p < 0.05.
Knockdown of circRNA.2837 Induces Autophagy in Primary Spinal Neurons
To further investigate the function of differently expressed circular RNAs in nerve injury, we focused on the most downregulated circular RNA-circRNA.2837 with an expression level downregulated 6.49-fold change in injured sciatic nerve tissues compared to matched normal tissues from those selected circular RNAs. We noted that circRNA.2837 is derived from ratSlc25a16 gene locus and located at chromosome 20:27278618-27279990(-). We used OGD to mimic an injured condition in vitro and found that the expression level of circRNA.2837 in spinal neurons was also downregulated after OGD treatment for 6 hr (Figure 5A). Interestingly, upregulation of LC3-II expression level was detected in spinal neurons under OGD in a time-dependent manner (data not shown), and the relative fluorescence intensity of LC3-II was most significantly elevated under OGD after 6 hr (2.63-fold the control, p < 0.001) (Figures 5B and 5C). Meanwhile, the formation of numerous autophagosomes with double-membraned structures was also observed in rat injured sciatic nerve tissue (Figure 5D), indicating autophagy was induced in spinal neurons and sciatic nerve under injured conditions. We then explored whether autophagy was inhibited by circRNA.2837 in primary spinal neurons. We used siRNAs against circRNA.2837 (si-circRNA) to suppress circRNA.2837 expression, and circRNA.2837 overexpression vector (pcDNA-circRNA) to upregulate circRNA.2837 expression, and the effect of downregulation and upregulation of circRNA.2837 on the expression of LC3-II and p62 in primary spinal neurons were determined by western blot. qRT-PCR revealed that, compared with the negative control group, the expression of circRNA.2837 was significantly downregulated by si-circRNA transfection and upregulated by pcDNA-circRNA transfection in neurons under OGD (Figure 5E). Western blotting showed that upregulation of circRNA.2837 dramatically decreased the level of LC3-II compared with the OGD group, but the upregulated the level of p62 in neurons (Figure 5F). However, knockdown of circRNA.2837 markedly increased the expression level of LC3-II while reducing the level of p62 (Figure 5G). Taken together, these data indicated that circRNA.2837 negatively regulates autophagy in primary spinal neurons under injured conditions.
Figure 5
Knockdown of circRNA.2837 Induces Autophagy in Primary Spinal Neurons
(A) Expression level of circRNA.2837 in spinal neurons after OGD for 6 hr was determined by qRT-PCR. (B) Immunofluorescence staining for LC3-II in spinal neurons under OGD for 6 hr and normal culture condition. Scale bars, 20 μm. (C) The relative fluorescence intensity of LC3-II was shown in the bar graphs. (D) Electronmicrographs of the compressed sciatic nerve and matched normal sciatic nerve from rats. Autophagosomes containing cytoplasmic components with double membrane structures were observed (arrow). Scale bars, 1 μm. (E) Primary spinal neurons were transfected with siRNAs against circRNA.2837 (si-circRNA) or circRNA.2837 overexpression vector (pcDNA-circRNA) or their negative control (si-NC and pcDNA-NC) and then treated OGD for 6 hr. Expression levels of circRNA.2837 were determined by qRT-PCR assay. (F and G) The protein levels of LC3-II and p62 were determined by western blot in spinal neurons after pcDNA-circRNA (F) or si-circRNA (G) transfection. β-actin was used as an endogenous control. The relative protein levels of LC3-II and p62 were shown in the bar graphs. Error bars represent ± SD. *p < 0.05, #p < 0.05.
Knockdown of circRNA.2837 Induces Autophagy in Primary Spinal Neurons(A) Expression level of circRNA.2837 in spinal neurons after OGD for 6 hr was determined by qRT-PCR. (B) Immunofluorescence staining for LC3-II in spinal neurons under OGD for 6 hr and normal culture condition. Scale bars, 20 μm. (C) The relative fluorescence intensity of LC3-II was shown in the bar graphs. (D) Electronmicrographs of the compressed sciatic nerve and matched normal sciatic nerve from rats. Autophagosomes containing cytoplasmic components with double membrane structures were observed (arrow). Scale bars, 1 μm. (E) Primary spinal neurons were transfected with siRNAs against circRNA.2837 (si-circRNA) or circRNA.2837 overexpression vector (pcDNA-circRNA) or their negative control (si-NC and pcDNA-NC) and then treated OGD for 6 hr. Expression levels of circRNA.2837 were determined by qRT-PCR assay. (F and G) The protein levels of LC3-II and p62 were determined by western blot in spinal neurons after pcDNA-circRNA (F) or si-circRNA (G) transfection. β-actin was used as an endogenous control. The relative protein levels of LC3-II and p62 were shown in the bar graphs. Error bars represent ± SD. *p < 0.05, #p < 0.05.
Downregulation of circRNA.2837 Alleviated Sciatic Nerve Injury by Inducing Autophagy In Vivo
We next examined the effects of inhibiting circRNA.2837 on neuronal autophagy in vivo. The sciatic nerve injury model was established in Sprague-Dawley rats (Figure 6A); lentiviruses encoding the circRNA.2837 antagonist sequence or control lentivirus were injected into the sciatic nerve using a 33G fine needle, and tissues were harvested for further examination after 1 week. Knockdown of circRNA.2837 by lentiviruses in sciatic nerve was confirmed by qRT-PCR (Figure 6B). We found that administration of circRNA.2837 inhibitor (lenti-inhibitor circular RNA) markedly reinforced neuronal autophagy induced by SNI. Western blotting revealed that downregulated circRNA.2837 level markedly upregulated the level of LC3-II but decreased the expression of p62 compared with the SNI group (Figure 6C). Correspondingly, immunofluorescent staining of sciatic nerve tissue showed LC3-II expression in neuronal axons significantly increased after lenti-inhibitor circular RNAtransfection (Figure 6D). Histological analysis was also performed to evaluate the effect of circRNA.2837 downregulation on target muscles after sciatic nerve injury. The gastrocnemius muscles of the operated side were harvested and subjected to H&E staining, and we found that the SNI caused significant reduction on the percentage of muscle fiber area (Pm). However, the percentage of muscle fiber area significantly increased after the lenti-inhibitor circular RNAinjection at 1 week after surgery (Figures 6E and 6F). The motor function recovery was assessed by the walking track analysis. The SFI values in the LV-inhibitor circular RNAgroup were significantly higher than those in the SNI group (Figure 6G). These results indicated that downregulation of circRNA.2837 alleviated sciatic nerve injury via inducing autophagy in vivo.
Figure 6
Downregulation of circRNA.2837 Alleviated Sciatic Nerve Injury by Inducing Autophagy In Vivo
(A) A flow diagram of the experiments in vivo. A total of 24 rats were randomly divided into four groups: rats received sham surgery (sham group), rats received SNI surgery (SNI group), rats received SNI surgery and the injured sciatic nerve was treated with lentiviruses that expressed an antagonist sequence of circRNA.2837 (LV-inhibitor circular RNA group), and rats received same operation but were treated with negative control viruses (LV-inhibitor NC group) (n = 6 in each group). (B) Expression level of circRNA.2837 in sciatic nerve tissue of different groups were determined by qRT-PCR. (C) The protein levels of LC3-IIand p62 were determined by western blot. (D) Immunofluorescent staining of NeuN (green), LC3-II (red), and DAPI (blue) of sciatic nerve tissue in different groups. Scale bars, 50 μm. (E) Light micrographs of the transverse-sectioned gastrocnemius muscle following H&E staining for the operated side of different groups; scale bars, 100 μm. (F) The percentage of muscle fiber area (Pm) for different groups. (G) The SFI of rats in different groups at 1 week after surgery. Error bars represent ± SD. *p < 0.05, #p < 0.05.
Downregulation of circRNA.2837 Alleviated Sciatic Nerve Injury by Inducing Autophagy In Vivo(A) A flow diagram of the experiments in vivo. A total of 24 rats were randomly divided into four groups: rats received sham surgery (sham group), rats received SNI surgery (SNI group), rats received SNI surgery and the injured sciatic nerve was treated with lentiviruses that expressed an antagonist sequence of circRNA.2837 (LV-inhibitor circular RNA group), and rats received same operation but were treated with negative control viruses (LV-inhibitor NC group) (n = 6 in each group). (B) Expression level of circRNA.2837 in sciatic nerve tissue of different groups were determined by qRT-PCR. (C) The protein levels of LC3-IIand p62 were determined by western blot. (D) Immunofluorescent staining of NeuN (green), LC3-II (red), and DAPI (blue) of sciatic nerve tissue in different groups. Scale bars, 50 μm. (E) Light micrographs of the transverse-sectioned gastrocnemius muscle following H&E staining for the operated side of different groups; scale bars, 100 μm. (F) The percentage of muscle fiber area (Pm) for different groups. (G) The SFI of rats in different groups at 1 week after surgery. Error bars represent ± SD. *p < 0.05, #p < 0.05.
circRNA.2837 Serves as a miRNA Sponge for the miR-34 Family
Given that circular RNAs could regulate miRNA target genes by acting as miRNA sponges, we speculated that circRNA.2837 could also target a specific miRNA and modulate its downstream functions. According to the public databases miRanda and TargetScan, circRNA.2837 was observed to act as sponge for 25 miRNAs in which the putative binding sites in the 3′ UTR, where the circRNA.2837 sequence exists. To determine whether these miRNAs can directly target the 3′ UTR of circRNA.2837, we performed luciferase reporter assays for those miRNAs. MiRNA mimic was co-transfected with the luciferase reporters into HEK293 T cells, and then the luciferase intensity was detected. Results showed that luciferase intensity was reduced by more than 30% when mimics of miR-34a, miR-34b, miR-34c were transfected (Figure 7A). As an example, the potential binding site between the alignment of miR-34a and the 3′ UTR of circRNA.2837 is illustrated in Figure 7B. Co-transfection of luciferase reporters containing a 3′ UTR sequence and miR-34a mimics into HEK293T cells reduced over 40% of the luciferase intensity, but co-transfection of miR-34a mimics and the mutated luciferase reporter had no significant effect on luciferase activity (Figure 7C), thus confirming the direct interaction between miR-34a and circRNA.2837. Additionally, qRT-PCR results revealed that the expression of miR-34a was upregulated in primary spinal neurons after OGD treatment and rat sciatic nerve compressed tissues, which was negatively correlated with the expression of circRNA.2837 (Figure 7D). Then the functional relationship between miR-34a and circRNA.2837 was further investigated. We constructed over- or under-expression vector of miR-34a (miR-mimic and miR-inhibitor) and explored their effect on autophagy in spinal neurons. The efficiency of miR-mimic and miR-inhibitor was verified by qRT-PCR after transfection (Figure 7E). The western blot results of LC3-II and p62 showed that the effect on neuronal autophagy of miR-34a was also negatively correlated with circRNA.2837 (Figure 7F). Taken together, this evidence suggested that circRNA.2837 served as a sponge for the miR-34 family and regulated the function of miR-34a on autophagy in spinal neurons.
Figure 7
circRNA.2837 Serves as a miRNA Sponge for the miR-34 Family
(A) Luciferase reporter assay for the luciferase activity of LUC-circRNA.2837 in HEK293 T cells transfected with a library of 25 miRNA mimics to identify miRNAs that were able to bind to the circRNA.2837 sequence. Three miRNAs (miR-34a, miR-34b, miR-34c) that inhibited luciferase activity by 30% are indicated by red dots. (B) A schematic drawing shows the putative binding sites of miR-34a with respect to circRNA.2837. (C) A luciferase reporter assay was used to detect the luciferase activity of LUC-circRNA.2837 or the LUC-circRNA.2837 mutant in primary spinal neurons co-transfected with miR-34a mimics. (D) Expression level of miR-34a in compressed sciatic nerve and primary spinal neurons after OGD for 6 hr was determined by qRT-PCR. (E) Primary spinal neurons were transfected with over- or under-expression vector of miR-34a (miR-mimic and miR-inhibitor), and then treated OGD for 6 hr. Expression levels of miR-34a were determined by qRT-PCR assay. (F) The protein levels of LC3-II and p62 were determined by western blot in spinal neurons after miR-mimic or miR-inhibitor transfection. β-actin was used as an endogenous control. The relative protein levels of LC3-II and p62 were shown in the bar graphs. Error bars represent ± SD. *p < 0.05, #p < 0.05.
circRNA.2837 Serves as a miRNA Sponge for the miR-34 Family(A) Luciferase reporter assay for the luciferase activity of LUC-circRNA.2837 in HEK293 T cells transfected with a library of 25 miRNA mimics to identify miRNAs that were able to bind to the circRNA.2837 sequence. Three miRNAs (miR-34a, miR-34b, miR-34c) that inhibited luciferase activity by 30% are indicated by red dots. (B) A schematic drawing shows the putative binding sites of miR-34a with respect to circRNA.2837. (C) A luciferase reporter assay was used to detect the luciferase activity of LUC-circRNA.2837 or the LUC-circRNA.2837 mutant in primary spinal neurons co-transfected with miR-34a mimics. (D) Expression level of miR-34a in compressed sciatic nerve and primary spinal neurons after OGD for 6 hr was determined by qRT-PCR. (E) Primary spinal neurons were transfected with over- or under-expression vector of miR-34a (miR-mimic and miR-inhibitor), and then treated OGD for 6 hr. Expression levels of miR-34a were determined by qRT-PCR assay. (F) The protein levels of LC3-II and p62 were determined by western blot in spinal neurons after miR-mimic or miR-inhibitor transfection. β-actin was used as an endogenous control. The relative protein levels of LC3-II and p62 were shown in the bar graphs. Error bars represent ± SD. *p < 0.05, #p < 0.05.
Silencing of circRNA.2837 Induces Autophagy in Primary Spinal Neurons by Targeting miR-34a
We then explored the involvement of miR-34a in neuronal autophagy regulated by circRNA.2837. Primary spinal neurons were transfected with si-circRNA or miR-34a inhibitor or a combination of si-circRNA and miR-34a inhibitor and treated with OGD for 6 hr, then the protein expression levels of LC3-II and p62 were determined by qRT-PCR and western blot analysis. Results suggested that the upregulation of LC3-II caused by transfection with si-circRNA was reversed when neurons were pre-treated with the miR-34a inhibitor, whereas the miR-34a inhibitor restored the production of p62, which was reduced by knockdown of circRNA.2837 (Figures 8A and 8B). Likewise, immunofluorescence assay revealed that downregulation of circRNA.2837 caused by si-circRNA transfection markedly increased the relative fluorescence intensity of LC3-II, and this phenomenon was also neutralized when neurons were co-transfected with the miR-34a inhibitor (Figures 8C and 8D). Taken together, these results suggested that silencing of circRNA.2837 induced autophagy in primary spinal neurons by targeting miR-34a.
Figure 8
Silencing of circRNA.2837 Induces Autophagy in Primary Spinal Neurons by Targeting miR-34a
Primary spinal neurons were transfected with si-circRNA or miR-34a inhibitor or a combination of si-circRNA and miR-34a inhibitor and then treated with OGD for 6 hr. (A) The protein levels of LC3-IIand p62 were determined by western blot. β-actin was used as an endogenous control. (B) The relative protein levels of LC3-II and p62 were shown in the bar graphs. (C) The expression of LC3-II was detected by immunofluorescence. Scale bars, 20 μm. (D) The relative fluorescence intensity of LC3-II was shown in the bar graphs. (E) The schematic diagram shows the mechanism underlying circRNA.2837 as a ceRNA for miR-34a. Error bars represent ± SD. *p < 0.05, #p < 0.05.
Silencing of circRNA.2837 Induces Autophagy in Primary Spinal Neurons by Targeting miR-34aPrimary spinal neurons were transfected with si-circRNA or miR-34a inhibitor or a combination of si-circRNA and miR-34a inhibitor and then treated with OGD for 6 hr. (A) The protein levels of LC3-IIand p62 were determined by western blot. β-actin was used as an endogenous control. (B) The relative protein levels of LC3-II and p62 were shown in the bar graphs. (C) The expression of LC3-II was detected by immunofluorescence. Scale bars, 20 μm. (D) The relative fluorescence intensity of LC3-II was shown in the bar graphs. (E) The schematic diagram shows the mechanism underlying circRNA.2837 as a ceRNA for miR-34a. Error bars represent ± SD. *p < 0.05, #p < 0.05.
Discussion
In brief, the present study reports the expression profile and regulatory function of circular RNAs on autophagy in sciatic nerve injury. A large number of circular RNAs were aberrantly expressed in SNI nerve tissue compared with matched normal tissue, suggesting that these circular RNAs may exert a potential role in SNI. We further characterized one of the most downregulated circular RNAs and proved that circRNA.2837 played an important role in sciatic nerve injury by modulating autophagy via sponging the miR-34 family.A great number of studies have examined the molecular mechanisms underlying peripheral nerve injury with a sciatic nerve injury model, and accumulating evidence indicates that non-coding RNAs (ncRNAs), especially miRNAs, and long non-coding RNAs (lncRNAs), significantly affect the biological behaviors of neurons during the processes of nerve injury.10, 11 For example, miR-340 regulates cell debris removal and axonal regrowth after sciatic nerve injury. MiR-9 regulates mammalian axon regeneration by regulating FoxP1 expression in sensory neurons after peripheral nerve injury, and miRNA-210 promotes sensory axon regeneration in vivo and in vitro. Additionally, lncRNA uc.217 played an important role in peripheral nerve regeneration by regulating neurite outgrowth following sciatic nerve injury, and lncRNA BC088327 plays a synergistic role with heregulin-1β in repairing peripheral injury. Overall, these findings showed the potential for treatment of peripheral nerve injury by targeting miRNAs and lncRNAs. However, research regarding the potential functions of circular RNAs, a new type of ncRNAs, in the pathophysiologic process of peripheral nerve injury has not been reported.It is becoming increasingly evident that circular RNAs played an important role in the pathogenesis of human diseases, such as heart failure, osteoarthritis, diabetes, and cancer.17, 18, 19, 20, 21 More importantly, studies revealed that circular RNAs are abundant, conserved, and expressed in neuronal tissues of mammals and closely related to the development and progression of neurodegenerative diseases.22, 23, 24 Zhao et al. found that dysregulated expression of ciRS-7 contributes to the accumulation of amyloid and the formation of senile plaque deposits in Alzheimer’s disease by targeting ubiquitin-conjugating enzyme E2A. Junn et al. reported that ciRS-7 also promoted the progression of Parkinson’s disease by modulating the α-synuclein protein aggregation pattern. Besides that, a study showed that ectopic circular RNAexpression participated in the pathological process of amyotrophic lateral sclerosis. Recently, two independent groups discovered that circular RNAs were differentially expressed in traumatic brain injury, indicating that circular RNAs also have potential functions in traumatic nerve injury.28, 29 In this study, we identified abundant expression of circular RNAs in peripheral nerve and found a substantial fraction of circular RNAs were also highly conserved and differentially expressed after SNI. It is known that the circular RNAfunction was related to the known function of the host gene,30, 31 so we performed GO and KEGG biological pathway analysis and preliminary predicted potential functions of these differentially expressed circular RNAs. At this point, we only have limited evidence that circular RNAs significantly altered after SNI, and they may be correlated with post-SNI pathophysiology; however, further studies are required to expound upon whether these circular RNAs are really major regulators in SNI.Mounting studies have focused on the treatment of peripheral nerve injury by protecting neurons and promoting nerve regeneration. Neurotrophins are reported to be pivotal cytokines promoting peripheral nerve regeneration. Nerve growth factor (NGF), the first discovered member of neurotrophin family, contributes to the development and phenotype maintenance of the peripheral nervous system. Stem cells, such as neural stem cells and mesenchymal stem cells, have neuroprotective roles in peripheral nerve injury.33, 34, 35 Attempts to enhance nerve regeneration and functional recovery with chemical compounds after SNI were also carried out in many studies.36, 37 In addition, studies have shown that artificial nerve conduits along with neurotrophins or stem cells can be used to regenerate peripheral nerves after injury as well.38, 39, 40, 41 On the basis of our observation of several circular RNAs differentially expressed after SNI, we hypothesized that further investigation of circular RNAs may lead to the discovery of specific functions involved in this process. We characterized one circular RNA, circRNA.2837, and found that it could regulate neuronal autophagy in primary spinal neurons under OGD, a condition we used to mimic nerve injury in vitro. Additionally, administration of circRNA.2837 inhibitor markedly enhanced neuronal autophagy and alleviated sciatic nerve injury via inducing autophagy in vivo. Our results provided a new insight into circular RNA regulation of peripheral nerve protection and suggest a potential therapy for peripheral nerve injury. Autophagy is an intracellular degradative process that recycles cytoplasm to maintain cellular survival and stability, and evidence revealed that neuroprotective effects of autophagy existed in neurological injury, including spinal cord injury and brain injury.43, 44, 45, 46 A recently study revealed that a novel indentified circular RNA, circHECTD1, may play important roles in cerebral ischemic stroke by inhibiting astrocyte activation via autophagy. Here, our experiment showed that autophagy was induced both in spinal neurons and sciatic nerve tissue under injured conditions, and circRNA.2837-induced autophagy protected neurons from injury, indicating that autophagy was activated in sciatic nerve after injury and activation of neuronal autophagy might be a strategy for the treatment of SNI.Mechanistically, circular RNAs are reported to regulate the pathophysiological process in eukaryocytes by functioning as miRNA sponges, sponging RNA-binding proteins, acting as transcriptional regulators, and even translating proteins.6, 48, 49, 50, 51, 52 Among these mechanisms, the most studied function of circular RNAs is that they act as miRNA sponges and repress their functions. CiRS-7 was reported to be a tumor-related molecule in gastric cancer and colorectal cancer by absorbing miR-7. The circular RNA SRY participates in colorectal cancer and ovarian cancer by interacting with miR-138-5p. Another circular RNA, circHIPK3, which is derived from exon 2 of the HIPK3 gene, was observed to act as a sponge for miR-124 in human cells. Similarly, in our study, we found that circRNA.2837 functioned as a miR-34a sponge to modulate autophagy in neurons. There were several lines of evidence implicating circRNA.2837 as a sponge of miR-34a family members against neurological injury via regulating autophagy. First, bioinformatic analyses showed that the 3′ UTR of circRNA.2837 contains binding sites for miR-34a family members. Second, luciferase reporter assays verified this prediction. Third, the expression of miR-34a was upregulated in spinal neurons after OGD treatment and rat injured sciatic nerve, which was negatively correlated with the expression of circRNA.2837. Finally, inhibition of miR-34a reversed the effect of circRNA.2837 knockdown on neurological autophagy. All of the above results suggested that circRNA.2837 could protect neurons against neurological injury by sponging miR-34 family members. Besides that, miR-34 was reported to regulate cell autophagy in retinoblastoma and asthma. Yin et al. found that miR-34 may contribute to airway inflammation and fibrosis by modulating IGFBP-3-mediated autophagy activation. Liu et al. revealed that miR-34a regulates autophagy and apoptosis by targeting HMGB1 in the retinoblastoma cell. In this study, we also found that miR-34a modulates neuronal autophagy under OGD treatment, indicating miR-34a might play pivotal role in neuron injury via autophagy regulation, and it could also be a potential therapeutic target in SCI therapy.Taken together, our study provided an overview of circular RNA expression in sciatic nerve injury, which may serve as a starting point for in-depth investigation into the roles played by those differentially expressed circular RNAs. We characterized a significantly downregulated circular RNA, circRNA.2837, and found circRNA.2837 could protect neurons against injury by inducing autophagy via sponging miR-34 family members (Figure 8E). However, our results call for further investigation into the roles played by other differentially expressed circular RNAs in sciatic nerve injury, and more attention should be paid to the functional relationship between circular RNAs and nerve regeneration after sciatic nerve injury. Additionally, further specific studies are needed to decipher whether circRNA.2837 plays a role in some other pathological process in neurological injury in addition to autophagy. Revealing the role of circular RNAs will be critical for understanding sciatic nerve injury pathogenesis and offering a novel insight into the identification of new biomarkers or new potential therapeutic targets for sciatic nerve injury.
Materials and Methods
Animals and Establishment of the Rat Sciatic Nerve Injury Model
All animal experiments strictly followed the guidelines of the Animal Ethics Committee of the Second Military Medical University (Shanghai, China). Male Sprague-Dawley rats that weighed between 200 and 230 g were housed at a temperature of 21°C to 24°C. A 12-hr light/dark cycle was maintained throughout the experimental period. Four rats were divided into two groups randomly. The SNI model was established as previously described. In brief, rats were anesthetized with sodium pentobarbital (1%, 40 mg/kg, intraperitoneal injection). After disinfection, the right sciatic nerve was exposed, and a 3-mm-long sciatic nerve was crushed two times (15 s each time, 3 s interval) with hemostatic forceps. Sham operation (exposure of the nerve) was performed in the other group. The rats were sacrificed, and a 3-mm-long crushed sciatic nerve, together with both nerve ends (1 mm long), was harvested 24 hr after surgery for RNA-seq analysis.
RNA-Seq Analysis
Total RNA was isolated using TRIzol reagent (Life Technologies, Carlsbad, US). Approximately 3 mg of total RNA from each sample was subjected to the RiboMinus Eukaryote Kit (QIAGEN, Valencia, CA) to remove ribosomal RNA prior to the construction of RNA-seq libraries. Strand-specific RNA-seq libraries were prepared using the VAHTS Total RNA-Seq (H/M/R) Library PrepKit for Illumina (Vazyme, Nangjing, China). In brief, ribosome-depleted RNA samples was purified and fragmented with RNA purification beads and fragment mix, then the purified RNA was used for first- and second-strand cDNA synthesis with random hexamer primers. A-Tailing Mix was used to adenylate 3′ ends of cDNA fragments, which were finally ligated to adapters by ligation mix and RNA adaptor index. The ligated products were purified and treated with uracil DNA glycosylase (UDG) to remove the second-strand cDNA. Purified first-strand cDNA was subjected to 13–15 cycles of PCR amplification, followed by analysis of the libraries with a Bioanalyzer 2100 (Agilent, Santa Clara, CA, USA); the cDNA was then sequenced with an Illumina HiSeq X10 system according to the manufacturer’s instructions on a 150-bp paired-end run.
Identification and Quantification of Circular RNAs
Raw reads were cleaned using Seqtk then mapped to the rat reference genome (Rattus_norvegicus.Rnor_6.0) using BWA-MEM (http://bio-bwa.sourceforge.net/). Reads that aligned contiguously to the genomes were discarded, and the unmapped reads were then used to identify circular RNAs by CIRI. The genomic regions mapping to inferred circular RNA were annotated according to the RefSeq databases. We determined the parental genes of circular RNAs via a custom script, and the corresponding gene of transcript fragment whose boundaries (5′ end or 3′ end) exactly matched both ends of a circular RNA was defined as parental gene. Then we detected the conservation of circular RNA expression between human and rat by the method that was previously described.59, 60 In brief, by using the UCSC liftOver tool, the 5′ and 3′ flank coordinates of each differently expressed circular RNA from our profile were converted to human genome coordinates. Splice sites were considered homologous when they were detected in ± 2 nucleotide intervals around the putative human sites.
GO and KEGG Pathway Analyses of the Host Genes
Gene ontology (GO) analysis, covering three different aspects, including biological process, cellular component, and molecular function, was performed to explore potential functions of the host genes in terms of the circular RNAs. KEGG pathway analysis was carried out to detect the involvement of the host genes in the biological pathways. The top 30 enriched GO terms and pathways among the two groups were ranked by enrichment score (−log10 (p value)) identified by the Database for Annotation, Visualization, and Integrated Discovery (DAVID; https://david.ncifcrf.gov/).
Neuron Isolation and Culture
Primary spinal neurons were isolated according to previously described methods. In brief, embryos were obtained from pregnant female Sprague-Dawley rats. The spinal cord was removed from the vertebral canal and cut into small pieces. The pieces were then digested with 0.05% trypsin (Invitrogen, Carlsbad, CA, USA) in culture medium for 20 min, then the supernatant was removed after centrifugation, and the tissue was resuspended and re-digested according to the procedures described above. The supernatant was collected and plated into a poly-L-lysine-coated (PLL; Sigma, St. Louis, MO, USA) culture plate for 4 hr, the medium was replaced with serum-free neurobasal medium (Invitrogen, Carlsbad, CA, USA) supplemented with 2% B27 supplement (Invitrogen, Carlsbad, CA, USA) and 2 mM glutamine (Invitrogen, Carlsbad, CA, USA), and then neurons were cultured at 37°C in a 5% CO2 incubator.
Real-Time qRT-PCR
Quantification of circular RNAand mRNA was performed using SYBR Premix Ex Taq (Takara Bio) in a real-time detection system (ABI7500), and miRNA concentrations were determined using the Bulge-Loop miRNA qRT-PCR Starter Kit (RiboBio, Guangzhou, China). Before calculation using the 2−ΔΔ method, the levels of glyceraldehyde-3-phosphate dehydrogenase (GAPDH) were used to normalize the relative expression levels of circular RNA and mRNA, and the levels of small nuclear U6 were used to normalize the miRNA expression levels. The primers for circRNA.2837 are as follows: forward, 5′-GATCCCAGCTCTTTCACCCG-3′; reverse, 5′-CAACCAGCUAAGACACUGCGAAA-3′. The primers for miR-34a are as follows: forward, 5′-UGGCAGUGUCUUAGCUGGUUGUU-3′; reverse, 5′-CAACCAGCUAAGACACUGCGAAA-3′.The primers of the other 19 circular RNAs were listed in Table S1.
Immunofluorescence Analysis of LC3-II
Neurons were fixed with 4% paraformaldehyde for 30 min and incubated with anti-LC3-II antibody (Proteintech, Chicago, USA) at 4°C overnight and then with secondary antibody at 37°C for 1 hr. DAPI was used to counterstain nuclei, and then cultures were examined using a fluorescence microscope. For immunofluorescence staining of tissue, the harvested sciatic nerve was fixed in buffered 4% paraformaldehyde overnight and embedded in paraffin. Consecutive serial sections (4 μm) were collected for immunostaining. The sections were deparaffinized, rehydrated, blocked in PBS with 3% BSA, incubated with anti-LC3-II antibody (Abcam, Cambridge, USA) and anti-NeuN (Cell Signaling, Boston, MA, USA), and diluted in PBS overnight at 4°C. After rinsing with PBS, the sections were incubated with secondary antibody for 2 hr at room temperature and examined using an inverted microscope after labeling the nuclei with DAPI.
Western Blot Analysis
The proteins that were extracted from primary spinal neurons and the sciatic nerve tissues were electrophoresed on 12% SDS-polyacrylamide gel and then transferred to nitrocellulose membranes (Millipore, Carrigtwohill, Ireland), blocked with nonfat milk, and probed with primary antibodies at 4°C overnight; the membranes were washed three times and immunoblotted with secondary antibodies at room temperature for 2 hr. Finally, blots were detected by enhanced chemiluminescence (ECL) (Pierce, Rockford, IL, USA), and protein bands were quantitated with ImageJ software (NIH) using β-actin as an internal control. Primary antibodies were as follows: anti-LC3-II (Proteintech, Chicago, USA), anti-p62 (Novus, Littleton, Colorado, USA), and anti-β-actin (A5441, Sigma-Aldrich Chemicals, St. Louis, MO, USA).
Lentiviral Infection
We purchased lentiviruses that expressed knockdown or overexpression constructs of circRNA.2837 and miR-34a, as well as their corresponding negative controls (Gene-Pharma, Shanghai, China) to reinforce or silence circRNA.2837 and miR-34a expression in vitro and in vivo. According to the manufacturer’s protocol, neurons were incubated with lentivirus for 48 hr, and cells were harvested for RNA and protein analysis. All experiments were performed in duplicates and repeated at least three times independently. For lentiviral injection, 24 rats were randomly divided into four groups of six rats each. They were treated with an injection of lentivirus-incorporated circRNA.2837 inhibitor or corresponding control lentivirus (MOI of both injected lentiviruses was 1 × 109 plaque-forming units [PFU] in a total volume of 5 μL) immediately and 4 days after the SNI surgery. Injection was performed at the center of the crushed sciatic nerve using a 33G needle and a micro-syringe.
Luciferase Reporter Assay
A luciferase reporter assay was used to detect the direct binding between circRNA.2837 and miRNAs. Cells were seeded in 96-well plates at a density of 5 × 103 cells per well 24 hr before transfection. The miRNA mimics were obtained from GenePharma (Shanghai, China) and pmiR-RB-Report vector (Saierbio, Tianjin, China) containing the 3′ UTR sequence of circRNA.2837, or the sequence with mutated binding sites was applied in this experiment. After 48 hr of co-transfection, the luciferase activity was measured with a dual luciferase reporter assay system (Promega, Madison, WI). The relative fold change of luciferase activity normalized with negative control (NC).
Histological Analysis of Targeted Muscle
The gastrocnemius muscles of the operated side were harvested 1 week after surgery, fixed in buffered 4% paraformaldehyde, and subjected to H&E staining. For each sample, the cross-sectional area of muscle fibers was measured by photographs taken from four random fields and analyzed with a Leica software package. The extent of the atrophy of target muscles was evaluated by the percentage of muscle fiber area calculated according to the formula percentage of muscle fiber area = Am/At × 100%, where Am represents the area of muscle fibers in each field (scale bars, 100 μm) and At represents the total area including muscle fibers and other tissue, such as collagen fibers, in the same field as Am.
Behavioral Analysis
The sciatic functional index (SFI) proposed by de Medinaceli et al. and modified by Hare et al. was used to evaluate motor function. Walking track analysis was performed on rats at 1 week after surgery, and the SFI was calculated according to our previously described methods.
Statistical Analysis
The means ± SD was used to show quantitative data. One-way ANOVA was applied to compare differences between the two groups. A value of p ≤ 0.05 indicated that the difference was statistically significant.
Author Contributions
Z.-b.Z., Y.-l.N., and G.-x.H. contributed equally to this work. Z.-b.Z., Y.-l.N., and G.-x.H. conducted the experiments. J.-j.L. helped with data acquisition. Z.-b.Z., A.C., and L.Z. designed the experiments. Z.-b.Z., G.-x.H., and L.Z. wrote the paper.
Authors: Luis E Savastano; Sergio R Laurito; Marcos R Fitt; Jorge A Rasmussen; Virginia Gonzalez Polo; Sean I Patterson Journal: J Neurosci Methods Date: 2014-01-30 Impact factor: 2.390
Authors: Daniel J Klionsky; Amal Kamal Abdel-Aziz; Sara Abdelfatah; Mahmoud Abdellatif; Asghar Abdoli; Steffen Abel; Hagai Abeliovich; Marie H Abildgaard; Yakubu Princely Abudu; Abraham Acevedo-Arozena; Iannis E Adamopoulos; Khosrow Adeli; Timon E Adolph; Annagrazia Adornetto; Elma Aflaki; Galila Agam; Anupam Agarwal; Bharat B Aggarwal; Maria Agnello; Patrizia Agostinis; Javed N Agrewala; Alexander Agrotis; Patricia V Aguilar; S Tariq Ahmad; Zubair M Ahmed; Ulises Ahumada-Castro; Sonja Aits; Shu Aizawa; Yunus Akkoc; Tonia Akoumianaki; Hafize Aysin Akpinar; Ahmed M Al-Abd; Lina Al-Akra; Abeer Al-Gharaibeh; Moulay A Alaoui-Jamali; Simon Alberti; Elísabet Alcocer-Gómez; Cristiano Alessandri; Muhammad Ali; M Abdul Alim Al-Bari; Saeb Aliwaini; Javad Alizadeh; Eugènia Almacellas; Alexandru Almasan; Alicia Alonso; Guillermo D Alonso; Nihal Altan-Bonnet; Dario C Altieri; Élida M C Álvarez; Sara Alves; Cristine Alves da Costa; Mazen M Alzaharna; Marialaura Amadio; Consuelo Amantini; Cristina Amaral; Susanna Ambrosio; Amal O Amer; Veena Ammanathan; Zhenyi An; Stig U Andersen; Shaida A Andrabi; Magaiver Andrade-Silva; Allen M Andres; Sabrina Angelini; David Ann; Uche C Anozie; Mohammad Y Ansari; Pedro Antas; Adam Antebi; Zuriñe Antón; Tahira Anwar; Lionel Apetoh; Nadezda Apostolova; Toshiyuki Araki; Yasuhiro Araki; Kohei Arasaki; Wagner L Araújo; Jun Araya; Catherine Arden; Maria-Angeles Arévalo; Sandro Arguelles; Esperanza Arias; Jyothi Arikkath; Hirokazu Arimoto; Aileen R Ariosa; Darius Armstrong-James; Laetitia Arnauné-Pelloquin; Angeles Aroca; Daniela S Arroyo; Ivica Arsov; Rubén Artero; Dalia Maria Lucia Asaro; Michael Aschner; Milad Ashrafizadeh; Osnat Ashur-Fabian; Atanas G Atanasov; Alicia K Au; Patrick Auberger; Holger W Auner; Laure Aurelian; Riccardo Autelli; Laura Avagliano; Yenniffer Ávalos; Sanja Aveic; Célia Alexandra Aveleira; Tamar Avin-Wittenberg; Yucel Aydin; Scott Ayton; Srinivas Ayyadevara; Maria Azzopardi; Misuzu Baba; Jonathan M Backer; Steven K Backues; Dong-Hun Bae; 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Mary E Choi; Kamalika Roy Choudhury; Norman S Chow; Charleen T Chu; Jason P Chua; John Jia En Chua; Hyewon Chung; Kin Pan Chung; Seockhoon Chung; So-Hyang Chung; Yuen-Li Chung; Valentina Cianfanelli; Iwona A Ciechomska; Mariana Cifuentes; Laura Cinque; Sebahattin Cirak; Mara Cirone; Michael J Clague; Robert Clarke; Emilio Clementi; Eliana M Coccia; Patrice Codogno; Ehud Cohen; Mickael M Cohen; Tania Colasanti; Fiorella Colasuonno; Robert A Colbert; Anna Colell; Miodrag Čolić; Nuria S Coll; Mark O Collins; María I Colombo; Daniel A Colón-Ramos; Lydie Combaret; Sergio Comincini; Márcia R Cominetti; Antonella Consiglio; Andrea Conte; Fabrizio Conti; Viorica Raluca Contu; Mark R Cookson; Kevin M Coombs; Isabelle Coppens; Maria Tiziana Corasaniti; Dale P Corkery; Nils Cordes; Katia Cortese; Maria do Carmo Costa; Sarah Costantino; Paola Costelli; Ana Coto-Montes; Peter J Crack; Jose L Crespo; Alfredo Criollo; Valeria Crippa; Riccardo Cristofani; Tamas Csizmadia; Antonio Cuadrado; Bing Cui; Jun Cui; Yixian Cui; Yong Cui; Emmanuel Culetto; Andrea C Cumino; Andrey V Cybulsky; Mark J Czaja; Stanislaw J Czuczwar; Stefania D'Adamo; Marcello D'Amelio; Daniela D'Arcangelo; Andrew C D'Lugos; Gabriella D'Orazi; James A da Silva; Hormos Salimi Dafsari; Ruben K Dagda; Yasin Dagdas; Maria Daglia; Xiaoxia Dai; Yun Dai; Yuyuan Dai; Jessica Dal Col; Paul Dalhaimer; Luisa Dalla Valle; Tobias Dallenga; Guillaume Dalmasso; Markus Damme; Ilaria Dando; Nico P Dantuma; April L Darling; Hiranmoy Das; Srinivasan Dasarathy; Santosh K Dasari; Srikanta Dash; Oliver Daumke; Adrian N Dauphinee; Jeffrey S Davies; Valeria A Dávila; Roger J Davis; Tanja Davis; Sharadha Dayalan Naidu; Francesca De Amicis; Karolien De Bosscher; Francesca De Felice; Lucia De Franceschi; Chiara De Leonibus; Mayara G de Mattos Barbosa; Guido R Y De Meyer; Angelo De Milito; Cosimo De Nunzio; Clara De Palma; Mauro De Santi; Claudio De Virgilio; Daniela De Zio; Jayanta Debnath; Brian J DeBosch; Jean-Paul Decuypere; Mark A Deehan; Gianluca Deflorian; James DeGregori; Benjamin Dehay; Gabriel Del Rio; Joe R Delaney; Lea M D Delbridge; Elizabeth Delorme-Axford; M Victoria Delpino; Francesca Demarchi; Vilma Dembitz; Nicholas D Demers; Hongbin Deng; Zhiqiang Deng; Joern Dengjel; Paul Dent; Donna Denton; Melvin L DePamphilis; Channing J Der; Vojo Deretic; Albert Descoteaux; Laura Devis; Sushil Devkota; Olivier Devuyst; Grant Dewson; Mahendiran Dharmasivam; Rohan Dhiman; Diego di Bernardo; Manlio Di Cristina; Fabio Di Domenico; Pietro Di Fazio; Alessio Di Fonzo; Giovanni Di Guardo; Gianni M Di Guglielmo; Luca Di Leo; Chiara Di Malta; Alessia Di Nardo; Martina Di Rienzo; Federica Di Sano; George Diallinas; Jiajie Diao; Guillermo Diaz-Araya; Inés Díaz-Laviada; Jared M Dickinson; Marc Diederich; Mélanie Dieudé; Ivan Dikic; Shiping Ding; Wen-Xing Ding; Luciana Dini; Jelena Dinić; Miroslav Dinic; Albena T Dinkova-Kostova; Marc S Dionne; Jörg H W Distler; Abhinav Diwan; Ian M C Dixon; Mojgan Djavaheri-Mergny; Ina Dobrinski; Oxana Dobrovinskaya; Radek Dobrowolski; Renwick C J Dobson; Jelena Đokić; Serap Dokmeci Emre; Massimo Donadelli; Bo Dong; Xiaonan Dong; Zhiwu Dong; Gerald W Dorn Ii; Volker Dotsch; Huan Dou; Juan Dou; Moataz Dowaidar; Sami Dridi; Liat Drucker; Ailian Du; Caigan Du; Guangwei Du; Hai-Ning Du; Li-Lin Du; André du Toit; Shao-Bin Duan; Xiaoqiong Duan; Sónia P Duarte; Anna Dubrovska; Elaine A Dunlop; Nicolas Dupont; Raúl V Durán; Bilikere S Dwarakanath; Sergey A Dyshlovoy; Darius Ebrahimi-Fakhari; Leopold Eckhart; Charles L Edelstein; Thomas Efferth; Eftekhar Eftekharpour; Ludwig Eichinger; Nabil Eid; Tobias Eisenberg; N Tony Eissa; Sanaa Eissa; Miriam Ejarque; Abdeljabar El Andaloussi; Nazira El-Hage; Shahenda El-Naggar; Anna Maria Eleuteri; Eman S El-Shafey; Mohamed Elgendy; Aristides G Eliopoulos; María M Elizalde; Philip M Elks; Hans-Peter Elsasser; Eslam S Elsherbiny; Brooke M Emerling; N C Tolga Emre; Christina H Eng; Nikolai Engedal; Anna-Mart Engelbrecht; Agnete S T Engelsen; Jorrit M Enserink; Ricardo Escalante; Audrey Esclatine; Mafalda Escobar-Henriques; Eeva-Liisa Eskelinen; Lucile Espert; Makandjou-Ola Eusebio; Gemma Fabrias; Cinzia Fabrizi; Antonio Facchiano; Francesco Facchiano; Bengt Fadeel; Claudio Fader; Alex C Faesen; W Douglas Fairlie; Alberto Falcó; Bjorn H Falkenburger; Daping Fan; Jie Fan; Yanbo Fan; Evandro F Fang; Yanshan Fang; Yognqi Fang; Manolis Fanto; Tamar Farfel-Becker; Mathias Faure; Gholamreza Fazeli; Anthony O Fedele; Arthur M Feldman; Du Feng; Jiachun Feng; Lifeng Feng; Yibin Feng; Yuchen Feng; Wei Feng; Thais Fenz Araujo; Thomas A Ferguson; Álvaro F Fernández; Jose C Fernandez-Checa; Sonia Fernández-Veledo; Alisdair R Fernie; Anthony W Ferrante; Alessandra Ferraresi; Merari F Ferrari; Julio C B Ferreira; Susan Ferro-Novick; Antonio Figueras; Riccardo Filadi; Nicoletta Filigheddu; Eduardo Filippi-Chiela; Giuseppe Filomeni; Gian Maria Fimia; Vittorio Fineschi; Francesca Finetti; Steven Finkbeiner; Edward A Fisher; Paul B Fisher; Flavio Flamigni; Steven J Fliesler; Trude H Flo; Ida Florance; Oliver Florey; Tullio Florio; Erika Fodor; Carlo Follo; Edward A Fon; Antonella Forlino; Francesco Fornai; Paola Fortini; Anna Fracassi; Alessandro Fraldi; Brunella Franco; Rodrigo Franco; Flavia Franconi; Lisa B Frankel; Scott L Friedman; Leopold F Fröhlich; Gema Frühbeck; Jose M Fuentes; Yukio Fujiki; Naonobu Fujita; Yuuki Fujiwara; Mitsunori Fukuda; Simone Fulda; Luc Furic; Norihiko Furuya; Carmela Fusco; Michaela U Gack; Lidia Gaffke; Sehamuddin Galadari; Alessia Galasso; Maria F Galindo; Sachith Gallolu Kankanamalage; Lorenzo Galluzzi; Vincent Galy; Noor Gammoh; Boyi Gan; Ian G Ganley; Feng Gao; Hui Gao; Minghui Gao; Ping Gao; Shou-Jiang Gao; Wentao Gao; Xiaobo Gao; Ana Garcera; Maria Noé Garcia; Verónica E Garcia; Francisco García-Del Portillo; Vega Garcia-Escudero; Aracely Garcia-Garcia; Marina Garcia-Macia; Diana García-Moreno; Carmen Garcia-Ruiz; Patricia García-Sanz; Abhishek D Garg; Ricardo Gargini; Tina Garofalo; Robert F Garry; Nils C Gassen; Damian Gatica; Liang Ge; Wanzhong Ge; Ruth Geiss-Friedlander; Cecilia Gelfi; Pascal Genschik; Ian E Gentle; Valeria Gerbino; Christoph Gerhardt; Kyla Germain; Marc Germain; David A Gewirtz; Elham Ghasemipour Afshar; Saeid Ghavami; Alessandra Ghigo; Manosij Ghosh; Georgios Giamas; Claudia Giampietri; Alexandra Giatromanolaki; Gary E Gibson; Spencer B Gibson; Vanessa Ginet; Edward Giniger; Carlotta Giorgi; Henrique Girao; Stephen E Girardin; Mridhula Giridharan; Sandy Giuliano; Cecilia Giulivi; Sylvie Giuriato; Julien Giustiniani; Alexander Gluschko; Veit Goder; Alexander Goginashvili; Jakub Golab; David C Goldstone; Anna Golebiewska; Luciana R Gomes; Rodrigo Gomez; Rubén Gómez-Sánchez; Maria Catalina Gomez-Puerto; Raquel Gomez-Sintes; Qingqiu Gong; Felix M Goni; Javier González-Gallego; Tomas Gonzalez-Hernandez; Rosa A Gonzalez-Polo; Jose A Gonzalez-Reyes; Patricia González-Rodríguez; Ing Swie Goping; Marina S Gorbatyuk; Nikolai V Gorbunov; Kıvanç Görgülü; Roxana M Gorojod; Sharon M Gorski; Sandro Goruppi; Cecilia Gotor; Roberta A Gottlieb; Illana Gozes; Devrim Gozuacik; Martin Graef; Markus H Gräler; Veronica Granatiero; Daniel Grasso; Joshua P Gray; Douglas R Green; Alexander Greenhough; Stephen L Gregory; Edward F Griffin; Mark W Grinstaff; Frederic Gros; Charles Grose; Angelina S Gross; Florian Gruber; Paolo Grumati; Tilman Grune; Xueyan Gu; Jun-Lin Guan; Carlos M Guardia; Kishore Guda; Flora Guerra; Consuelo Guerri; Prasun Guha; Carlos Guillén; Shashi Gujar; Anna Gukovskaya; Ilya Gukovsky; Jan Gunst; Andreas Günther; Anyonya R Guntur; Chuanyong Guo; Chun Guo; Hongqing Guo; Lian-Wang Guo; Ming Guo; Pawan Gupta; Shashi Kumar Gupta; Swapnil Gupta; Veer Bala Gupta; Vivek Gupta; Asa B Gustafsson; David D Gutterman; Ranjitha H B; Annakaisa Haapasalo; James E Haber; Aleksandra Hać; Shinji Hadano; Anders J Hafrén; Mansour Haidar; Belinda S Hall; Gunnel Halldén; Anne Hamacher-Brady; Andrea Hamann; Maho Hamasaki; Weidong Han; Malene Hansen; Phyllis I Hanson; Zijian Hao; Masaru Harada; Ljubica Harhaji-Trajkovic; Nirmala Hariharan; Nigil Haroon; James Harris; Takafumi Hasegawa; Noor Hasima Nagoor; Jeffrey A Haspel; Volker Haucke; Wayne D Hawkins; Bruce A Hay; Cole M Haynes; Soren B Hayrabedyan; Thomas S Hays; Congcong He; Qin He; Rong-Rong He; You-Wen He; Yu-Ying He; Yasser Heakal; Alexander M Heberle; J Fielding Hejtmancik; Gudmundur Vignir Helgason; Vanessa Henkel; Marc Herb; Alexander Hergovich; Anna Herman-Antosiewicz; Agustín Hernández; Carlos Hernandez; Sergio Hernandez-Diaz; Virginia Hernandez-Gea; Amaury Herpin; Judit Herreros; Javier H Hervás; Daniel Hesselson; Claudio Hetz; Volker T Heussler; Yujiro Higuchi; Sabine Hilfiker; Joseph A Hill; William S Hlavacek; Emmanuel A Ho; Idy H T Ho; Philip Wing-Lok Ho; Shu-Leong Ho; Wan Yun Ho; G Aaron Hobbs; Mark Hochstrasser; Peter H M Hoet; Daniel Hofius; Paul Hofman; Annika Höhn; Carina I Holmberg; Jose R Hombrebueno; Chang-Won Hong Yi-Ren Hong; Lora V Hooper; Thorsten Hoppe; Rastislav Horos; Yujin Hoshida; I-Lun Hsin; Hsin-Yun Hsu; Bing Hu; Dong Hu; Li-Fang Hu; Ming Chang Hu; Ronggui Hu; Wei Hu; Yu-Chen Hu; Zhuo-Wei Hu; Fang Hua; Jinlian Hua; Yingqi Hua; Chongmin Huan; Canhua Huang; Chuanshu Huang; Chuanxin Huang; Chunling Huang; Haishan Huang; Kun Huang; Michael L H Huang; Rui Huang; Shan Huang; Tianzhi Huang; Xing Huang; Yuxiang Jack Huang; Tobias B Huber; Virginie Hubert; Christian A Hubner; Stephanie M Hughes; William E Hughes; Magali Humbert; Gerhard Hummer; James H Hurley; Sabah Hussain; Salik Hussain; Patrick J Hussey; Martina Hutabarat; Hui-Yun Hwang; Seungmin Hwang; Antonio Ieni; Fumiyo Ikeda; Yusuke Imagawa; Yuzuru Imai; Carol Imbriano; Masaya Imoto; Denise M Inman; Ken Inoki; Juan Iovanna; Renato V Iozzo; Giuseppe Ippolito; Javier E Irazoqui; Pablo Iribarren; Mohd Ishaq; Makoto Ishikawa; Nestor Ishimwe; Ciro Isidoro; Nahed Ismail; Shohreh Issazadeh-Navikas; Eisuke Itakura; Daisuke Ito; Davor Ivankovic; Saška Ivanova; Anand Krishnan V Iyer; José M Izquierdo; Masanori Izumi; Marja Jäättelä; Majid Sakhi Jabir; William T Jackson; Nadia Jacobo-Herrera; Anne-Claire Jacomin; Elise Jacquin; Pooja Jadiya; Hartmut Jaeschke; Chinnaswamy Jagannath; Arjen J Jakobi; Johan Jakobsson; Bassam Janji; Pidder Jansen-Dürr; Patric J Jansson; Jonathan Jantsch; Sławomir Januszewski; Alagie Jassey; Steve Jean; Hélène Jeltsch-David; Pavla Jendelova; Andreas Jenny; Thomas E Jensen; Niels Jessen; Jenna L Jewell; Jing Ji; Lijun Jia; Rui Jia; Liwen Jiang; Qing Jiang; Richeng Jiang; Teng Jiang; Xuejun Jiang; Yu Jiang; Maria Jimenez-Sanchez; Eun-Jung Jin; Fengyan Jin; Hongchuan Jin; Li Jin; Luqi Jin; Meiyan Jin; Si Jin; Eun-Kyeong Jo; Carine Joffre; Terje Johansen; Gail V W Johnson; Simon A Johnston; Eija Jokitalo; Mohit Kumar Jolly; Leo A B Joosten; Joaquin Jordan; Bertrand Joseph; Dianwen Ju; Jeong-Sun Ju; Jingfang Ju; Esmeralda Juárez; Delphine Judith; Gábor Juhász; Youngsoo Jun; Chang Hwa Jung; Sung-Chul Jung; Yong Keun Jung; Heinz Jungbluth; Johannes Jungverdorben; Steffen Just; Kai Kaarniranta; Allen Kaasik; Tomohiro Kabuta; Daniel Kaganovich; Alon Kahana; Renate Kain; Shinjo Kajimura; Maria Kalamvoki; Manjula Kalia; Danuta S Kalinowski; Nina Kaludercic; Ioanna Kalvari; Joanna Kaminska; Vitaliy O Kaminskyy; Hiromitsu Kanamori; Keizo Kanasaki; Chanhee Kang; Rui Kang; Sang Sun Kang; Senthilvelrajan Kaniyappan; Tomotake Kanki; Thirumala-Devi Kanneganti; Anumantha G Kanthasamy; Arthi Kanthasamy; Marc Kantorow; Orsolya Kapuy; Michalis V Karamouzis; Md Razaul Karim; Parimal Karmakar; Rajesh G Katare; Masaru Kato; Stefan H E Kaufmann; Anu Kauppinen; Gur P Kaushal; Susmita Kaushik; Kiyoshi Kawasaki; Kemal Kazan; Po-Yuan Ke; Damien J Keating; Ursula Keber; John H Kehrl; Kate E Keller; Christian W Keller; Jongsook Kim Kemper; Candia M Kenific; Oliver Kepp; Stephanie Kermorgant; Andreas Kern; Robin Ketteler; Tom G Keulers; Boris Khalfin; Hany Khalil; Bilon Khambu; Shahid Y Khan; Vinoth Kumar Megraj Khandelwal; Rekha Khandia; Widuri Kho; Noopur V Khobrekar; Sataree Khuansuwan; Mukhran Khundadze; Samuel A Killackey; Dasol Kim; Deok Ryong Kim; Do-Hyung Kim; Dong-Eun Kim; Eun Young Kim; Eun-Kyoung Kim; Hak-Rim Kim; Hee-Sik Kim; Jeong Hun Kim; Jin Kyung Kim; Jin-Hoi Kim; Joungmok Kim; Ju Hwan Kim; Keun Il Kim; Peter K Kim; Seong-Jun Kim; Scot R Kimball; Adi Kimchi; Alec C Kimmelman; Tomonori Kimura; Matthew A King; Kerri J Kinghorn; Conan G Kinsey; Vladimir Kirkin; Lorrie A Kirshenbaum; Sergey L Kiselev; Shuji Kishi; Katsuhiko Kitamoto; Yasushi Kitaoka; Kaio Kitazato; Richard N Kitsis; Josef T Kittler; Ole Kjaerulff; Peter S Klein; Thomas Klopstock; Jochen Klucken; Helene Knævelsrud; Roland L Knorr; Ben C B Ko; Fred Ko; Jiunn-Liang Ko; Hotaka Kobayashi; Satoru Kobayashi; Ina Koch; Jan C Koch; Ulrich Koenig; Donat Kögel; Young Ho Koh; Masato Koike; Sepp D Kohlwein; Nur M Kocaturk; Masaaki Komatsu; Jeannette König; Toru Kono; Benjamin T Kopp; Tamas Korcsmaros; Gözde Korkmaz; Viktor I Korolchuk; Mónica Suárez Korsnes; Ali Koskela; Janaiah Kota; Yaichiro Kotake; Monica L Kotler; Yanjun Kou; Michael I Koukourakis; Evangelos Koustas; Attila L Kovacs; Tibor Kovács; Daisuke Koya; Tomohiro Kozako; Claudine Kraft; Dimitri Krainc; Helmut Krämer; Anna D Krasnodembskaya; Carole Kretz-Remy; Guido Kroemer; Nicholas T Ktistakis; Kazuyuki Kuchitsu; Sabine Kuenen; Lars Kuerschner; Thomas Kukar; Ajay Kumar; Ashok Kumar; Deepak Kumar; Dhiraj Kumar; Sharad Kumar; Shinji Kume; Caroline Kumsta; Chanakya N Kundu; Mondira Kundu; Ajaikumar B Kunnumakkara; Lukasz Kurgan; Tatiana G Kutateladze; Ozlem Kutlu; SeongAe Kwak; Ho Jeong Kwon; Taeg Kyu Kwon; Yong Tae Kwon; Irene Kyrmizi; Albert La Spada; Patrick Labonté; Sylvain Ladoire; Ilaria Laface; Frank Lafont; Diane C Lagace; Vikramjit Lahiri; Zhibing Lai; Angela S Laird; Aparna Lakkaraju; Trond Lamark; Sheng-Hui Lan; Ane Landajuela; Darius J R Lane; Jon D Lane; Charles H Lang; Carsten Lange; Ülo Langel; Rupert Langer; Pierre Lapaquette; Jocelyn Laporte; Nicholas F LaRusso; Isabel Lastres-Becker; Wilson Chun Yu Lau; Gordon W Laurie; Sergio Lavandero; Betty Yuen Kwan Law; Helen Ka-Wai Law; Rob Layfield; Weidong Le; Herve Le Stunff; Alexandre Y Leary; Jean-Jacques Lebrun; Lionel Y W Leck; Jean-Philippe Leduc-Gaudet; Changwook Lee; Chung-Pei Lee; Da-Hye Lee; Edward B Lee; Erinna F Lee; Gyun Min Lee; He-Jin Lee; Heung Kyu Lee; Jae Man Lee; Jason S Lee; Jin-A Lee; Joo-Yong Lee; Jun Hee Lee; Michael Lee; Min Goo Lee; Min Jae Lee; Myung-Shik Lee; Sang Yoon Lee; Seung-Jae Lee; Stella Y Lee; Sung Bae Lee; Won Hee Lee; Ying-Ray Lee; Yong-Ho Lee; Youngil Lee; Christophe Lefebvre; Renaud Legouis; Yu L Lei; Yuchen Lei; Sergey Leikin; Gerd Leitinger; Leticia Lemus; Shuilong Leng; Olivia Lenoir; Guido Lenz; Heinz Josef Lenz; Paola Lenzi; Yolanda León; Andréia M Leopoldino; Christoph Leschczyk; Stina Leskelä; Elisabeth Letellier; Chi-Ting Leung; Po Sing Leung; Jeremy S Leventhal; Beth Levine; Patrick A Lewis; Klaus Ley; Bin Li; Da-Qiang Li; Jianming Li; Jing Li; Jiong Li; Ke Li; Liwu Li; Mei Li; Min Li; Min Li; Ming Li; Mingchuan Li; Pin-Lan Li; Ming-Qing Li; Qing Li; Sheng Li; Tiangang Li; Wei Li; Wenming Li; Xue Li; Yi-Ping Li; Yuan Li; Zhiqiang Li; Zhiyong Li; Zhiyuan Li; Jiqin Lian; Chengyu Liang; Qiangrong Liang; Weicheng Liang; Yongheng Liang; YongTian Liang; Guanghong Liao; Lujian Liao; Mingzhi Liao; Yung-Feng Liao; Mariangela Librizzi; Pearl P Y Lie; Mary A Lilly; Hyunjung J Lim; Thania R R Lima; Federica Limana; Chao Lin; Chih-Wen Lin; Dar-Shong Lin; Fu-Cheng Lin; Jiandie D Lin; Kurt M Lin; Kwang-Huei Lin; Liang-Tzung Lin; Pei-Hui Lin; Qiong Lin; Shaofeng Lin; Su-Ju Lin; Wenyu Lin; Xueying Lin; Yao-Xin Lin; Yee-Shin Lin; Rafael Linden; Paula Lindner; Shuo-Chien Ling; Paul Lingor; Amelia K Linnemann; Yih-Cherng Liou; Marta M Lipinski; Saška Lipovšek; Vitor A Lira; Natalia Lisiak; Paloma B Liton; Chao Liu; Ching-Hsuan Liu; Chun-Feng Liu; Cui Hua Liu; Fang Liu; Hao Liu; Hsiao-Sheng Liu; Hua-Feng Liu; Huifang Liu; Jia Liu; Jing Liu; Julia Liu; Leyuan Liu; Longhua Liu; Meilian Liu; Qin Liu; Wei Liu; Wende Liu; Xiao-Hong Liu; Xiaodong Liu; Xingguo Liu; Xu Liu; Xuedong Liu; Yanfen Liu; Yang Liu; Yang Liu; Yueyang Liu; Yule Liu; J Andrew Livingston; Gerard Lizard; Jose M Lizcano; Senka Ljubojevic-Holzer; Matilde E LLeonart; David Llobet-Navàs; Alicia Llorente; Chih Hung Lo; Damián Lobato-Márquez; Qi Long; Yun Chau Long; Ben Loos; Julia A Loos; Manuela G López; Guillermo López-Doménech; José Antonio López-Guerrero; Ana T López-Jiménez; Óscar López-Pérez; Israel López-Valero; Magdalena J Lorenowicz; Mar Lorente; Peter Lorincz; Laura Lossi; Sophie Lotersztajn; Penny E Lovat; Jonathan F Lovell; Alenka Lovy; Péter Lőw; Guang Lu; Haocheng Lu; Jia-Hong Lu; Jin-Jian Lu; Mengji Lu; Shuyan Lu; Alessandro Luciani; John M Lucocq; Paula Ludovico; Micah A Luftig; Morten Luhr; Diego Luis-Ravelo; Julian J Lum; Liany Luna-Dulcey; Anders H Lund; Viktor K Lund; Jan D Lünemann; Patrick Lüningschrör; Honglin Luo; Rongcan Luo; Shouqing Luo; Zhi Luo; Claudio Luparello; Bernhard Lüscher; Luan Luu; Alex Lyakhovich; Konstantin G Lyamzaev; Alf Håkon Lystad; Lyubomyr Lytvynchuk; Alvin C Ma; Changle Ma; Mengxiao Ma; Ning-Fang Ma; Quan-Hong Ma; Xinliang Ma; Yueyun Ma; Zhenyi Ma; Ormond A MacDougald; Fernando Macian; Gustavo C MacIntosh; Jeffrey P MacKeigan; Kay F Macleod; Sandra Maday; Frank Madeo; Muniswamy Madesh; Tobias Madl; Julio Madrigal-Matute; Akiko Maeda; Yasuhiro Maejima; Marta Magarinos; Poornima Mahavadi; Emiliano Maiani; Kenneth Maiese; Panchanan Maiti; Maria Chiara Maiuri; Barbara Majello; Michael B Major; Elena Makareeva; Fayaz Malik; Karthik Mallilankaraman; Walter Malorni; Alina Maloyan; Najiba Mammadova; Gene Chi Wai Man; Federico Manai; Joseph D Mancias; Eva-Maria Mandelkow; Michael A Mandell; Angelo A Manfredi; Masoud H Manjili; Ravi Manjithaya; Patricio Manque; Bella B Manshian; Raquel Manzano; Claudia Manzoni; Kai Mao; Cinzia Marchese; Sandrine Marchetti; Anna Maria Marconi; Fabrizio Marcucci; Stefania Mardente; Olga A Mareninova; Marta Margeta; Muriel Mari; Sara Marinelli; Oliviero Marinelli; Guillermo Mariño; Sofia Mariotto; Richard S Marshall; Mark R Marten; Sascha Martens; Alexandre P J Martin; Katie R Martin; Sara Martin; Shaun Martin; Adrián Martín-Segura; Miguel A Martín-Acebes; Inmaculada Martin-Burriel; Marcos Martin-Rincon; Paloma Martin-Sanz; José A Martina; Wim Martinet; Aitor Martinez; Ana Martinez; Jennifer Martinez; Moises Martinez Velazquez; Nuria Martinez-Lopez; Marta Martinez-Vicente; Daniel O Martins; Joilson O Martins; Waleska K Martins; Tania Martins-Marques; Emanuele Marzetti; Shashank Masaldan; Celine Masclaux-Daubresse; Douglas G Mashek; Valentina Massa; Lourdes Massieu; Glenn R Masson; Laura Masuelli; Anatoliy I Masyuk; Tetyana V Masyuk; Paola Matarrese; Ander Matheu; Satoaki Matoba; Sachiko Matsuzaki; Pamela Mattar; Alessandro Matte; Domenico Mattoscio; José L Mauriz; Mario Mauthe; Caroline Mauvezin; Emanual Maverakis; Paola Maycotte; Johanna Mayer; Gianluigi Mazzoccoli; Cristina Mazzoni; Joseph R Mazzulli; Nami McCarty; Christine McDonald; Mitchell R McGill; Sharon L McKenna; BethAnn McLaughlin; Fionn McLoughlin; Mark A McNiven; Thomas G McWilliams; Fatima Mechta-Grigoriou; Tania Catarina Medeiros; Diego L Medina; Lynn A Megeney; Klara Megyeri; Maryam Mehrpour; Jawahar L Mehta; Alfred J Meijer; Annemarie H Meijer; Jakob Mejlvang; Alicia Meléndez; Annette Melk; Gonen Memisoglu; Alexandrina F Mendes; Delong Meng; Fei Meng; Tian Meng; Rubem Menna-Barreto; Manoj B Menon; Carol Mercer; Anne E Mercier; Jean-Louis Mergny; Adalberto Merighi; Seth D Merkley; Giuseppe Merla; Volker Meske; Ana Cecilia Mestre; Shree Padma Metur; Christian Meyer; Hemmo Meyer; Wenyi Mi; Jeanne Mialet-Perez; Junying Miao; Lucia Micale; Yasuo Miki; Enrico Milan; Małgorzata Milczarek; Dana L Miller; Samuel I Miller; Silke Miller; Steven W Millward; Ira Milosevic; Elena A Minina; Hamed Mirzaei; Hamid Reza Mirzaei; Mehdi Mirzaei; Amit Mishra; Nandita Mishra; Paras Kumar Mishra; Maja Misirkic Marjanovic; Roberta Misasi; Amit Misra; Gabriella Misso; Claire Mitchell; Geraldine Mitou; Tetsuji Miura; Shigeki Miyamoto; Makoto Miyazaki; Mitsunori Miyazaki; 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