Ben-Gang Wang1, Li-Rong Yan2, Qian Xu2, Xin-Ping Zhong1. 1. Department 1 of General Surgery, the First Hospital of China Medical University, Shenyang 110001, China. 2. Tumor Etiology and Screening Department of Cancer Institute and General Surgery, the First Affiliated Hospital of China Medical University, and Key Laboratory of Cancer Etiology and Prevention (China Medical University), Liaoning Provincial Education Department, Shenyang 110001, China.
Transfer RNAs (tRNAs) have important roles in protein biosynthesis, which has a secondary cloverleaf structure containing three hairpin loops: a D loop, an anti-codon loop, and a TψC loop. TRNA may recognize codons of messenger RNA (mRNA) via its anti-codon loop and then the corresponding amino acid is transferred to the polypeptide synthesized in the ribosome1. Recently, in-depth analyses of new-generation data have revealed a large number of non-coding RNAs with unique function, including microRNA (miRNA), piwi-interacting RNA (piRNA), long non-coding RNA (lncRNA) and circle RNA (circRNA). Among them, transfer RNA-derived small RNAs (tsRNAs) have been paid increasing attention. TsRNAs can be found in a variety of organisms 2, 3. Numerous researches have demonstrated that tsRNAs could regulate cell proliferation, invasion, metastasis and gene expression, and thus play a crucial role in humancancer 4, 5. Aberrant regulation of tsRNAs has been reported in multiple cancers. Five tsRNAs were down-regulated in chronic lymphocytic leukemia and lung cancer, including ts-46, ts-47, ts-49, ts-53 and ts-101, while ts-4 was up-regulated in them 6. Ts-86 was down-regulated in breast cancer whereas ts-66 was up-regulated 6. Differentially expressed tsRNAs have the potential to be diagnostic markers and therapeutic targets of cancer 7, 8.
Basic biological functions
Classification of tRFs and tiRNAs
Under special conditions such as hypoxia, stress or UV radiation, tRNA is cleaved into small tsRNA fragments by specific nucleases9, which can be classified into tRFs and tiRNAs10, 11. To date, more detailed studies have been performed on tRFs than tiRNAs, as evidenced by the establishment of tRF databases12. TRFs are non-coding RNAs with 14-30 nucleotides in length. They are derived from the end of pre-tRNAs or mature tRNAs and can be classified into different types based on their original site in these molecules: tRF-1, tRF-3, tRF-513, i-tRFs and tRF-214, 15. TRF-3 (13-22Nucleotide[nt]) can be further classified into tRF-3 and tRF-3b, while t-RF-5 can be classified into three subtypes: tRF-5a (14-16nt), tRF-5b (22-24nt) and tRF-5c (28-30nt)16. TiRNAs are non-coding small RNAs with 31-40 nucleotides in length, which can be classified into 3'-tiRNAs and 5'-tiRNAs11, 17-21. The type of tsRNAs was shown in Figure 1.
Figure 1
The main classification of tRNA-derived fragments (tRFs) and tRNA halves(tiRNAs). In this figure, the tRFs or tiRNAs were shown the source from tRNAs, according to the color which is the same with tRNAs'.
It has been suggested that each tRF and tiRNA are produced by different enzymes. TRF-5 and tRF-3 are produced by endonucleolytic and exonucleolytic digestion of mature tRNAs, respectively. TRF-5 is mainly produced by Dicer cleavage of tRNA D loop or the stem loop between D loop and anti-codon4, 11, 17, 22-25; tRF-3 is produced through TψC loop cleavage by Dicer and Angiogenin (ANG), a member of ribonuclease A superfamily4, 11, 17, 26-29. TRF-1 is derived from the 3'-end of pre-tRNA mainly via digestion by endonuclease Z (RNase Z/ELAC2)11, 17-21. TRF-2 is derived from the cleavage of tRNA anti-codon11, 17, 21. The i-tRFs are mainly derived from the internal region (between D loop and T loop) of mature tRNA, which is across the anti-codon region6, 11, 21. TiRNAs are derived from mature tRNA anti-codons through digestion by ANG. The 3'-tiRNAs are generated from the 3'-end of anti-codon, while 5'-tiRNAs are from the 5'-end of anti-codon11, 17, 21, 30. The naming rules of tsRNA are listed as Figure 2 and Table 1.
Figure 2
The naming rules of tRFs and tiRNAs. The name described the tRFs or tiRNAs should contain the type (tRF-5, tRF-3, tRF-1, 5'-tiRNA, 3'-tiRNA), Chromosome number, tRNA number, the amino acid carried and the anticodon carried. The anticodon is the codon which tRNA carried, then this anticodon will be translated into the codon which is matched amino acid. And every tRFs has a name in tRFdb (tRFdatabase), for example, tRF-1001 is Chr10. Trna2-SerTGA and it belongs to tRF-1 type, and the number underline in tRFdb means the type (tRF-5, tRF-3 or tRF-1).
Table 1
Data from the tRFdb*
tRF ID
Organism
Type
tRNA Gene Co-ordinates
tRNA Name
1001
human
tRF-1
chr10-69524261-69524342
chr10.tRNA2-SerTGA
1003
human
tRF-1
chr17-8090184-8090265
chr17.tRNA7-SerGCT
1004
human
tRF-1
chr12-98897281-98897352
chr12.tRNA5-AspGTC
1042
human
tRF-1
chr19-33667963-33668036
chr19.tRNA4-ThrAGT
3001a
human
tRF-3
chr17-8023713-8023632
chr17.tRNA42-LeuTAG
3001a
human
tRF-3
chr16-22207113-22207032
chr16.tRNA27-LeuTAG
3001a
human
tRF-3
chr5-180528840-180528921
chr5.tRNA3-LeuAAG
3001a
human
tRF-3
chr5-180524555-180524474
chr5.tRNA19-LeuAAG
3001a
human
tRF-3
chr5-180601125-180601044
chr5.tRNA16-LeuAAG
3001a
human
tRF-3
chr6-28911480-28911399
chr6.tRNA98-LeuAAG
3001a
human
tRF-3
chr5-180614701-180614782
chr5.tRNA7-LeuAAG
3001a
human
tRF-3
chr16-22308461-22308542
chr16.tRNA16-LeuAAG
3001a
human
tRF-3
chr14-21078291-21078372
chr14.tRNA1-LeuAAG
3001a
human
tRF-3
chr6-28956779-28956860
chr6.tRNA78-LeuAAG
3001a
human
tRF-3
chr6-28446481-28446400
chr6.tRNA126-LeuAAG
3033a
human
tRF-3
chr1-16847153-16847080
chr1.tRNA136-AsnGTT
5001a
mouse
tRF-5
chr13-23609561-23609632
chr13.tRNA111-MetCAT
5001a
mouse
tRF-5
chr15-69227124-69227053
chr15.tRNA876-MetCAT
5001a
mouse
tRF-5
chr13-21998980-21999051
chr13.tRNA82-MetCAT
5001a
human
tRF-5
chr8-67026223-67026311
chr8.tRNA5-TyrGTA
5001a
human
tRF-5
chr8-67025602-67025694
chr8.tRNA4-TyrGTA
5001a
human
tRF-5
chr2-27273650-27273738
chr2.tRNA2-TyrGTA
5001a
human
tRF-5
chr6-26595102-26595190
chr6.tRNA17-TyrGTA
5001a
human
tRF-5
chr6-26577332-26577420
chr6.tRNA16-TyrGTA
5001a
human
tRF-5
chr6-26569086-26569176
chr6.tRNA14-TyrGTA
5001a
human
tRF-5
chr14-21151432-21151520
chr14.tRNA5-TyrGTA
5001a
human
tRF-5
chr14-21131444-21131351
chr14.tRNA16-TyrGTA
5001a
human
tRF-5
chr14-21128210-21128117
chr14.tRNA17-TyrGTA
5001a
human
tRF-5
chr14-21125716-21125623
chr14.tRNA18-TyrGTA
5001a
human
tRF-5
chr14-21121351-21121258
chr14.tRNA19-TyrGTA
5001b
human
tRF-5
chr8-67026223-67026311
chr8.tRNA5-TyrGTA
5001b
human
tRF-5
chr8-67025602-67025694
chr8.tRNA4-TyrGTA
5001b
human
tRF-5
chr6-26595102-26595190
chr6.tRNA17-TyrGTA
5001b
human
tRF-5
chr14-21151432-21151520
chr14.tRNA5-TyrGTA
5001b
human
tRF-5
chr14-21131444-21131351
chr14.tRNA16-TyrGTA
5001b
human
tRF-5
chr14-21128210-21128117
chr14.tRNA17-TyrGTA
5001b
human
tRF-5
chr14-21125716-21125623
chr14.tRNA18-TyrGTA
5001b
human
tRF-5
chr14-21121351-21121258
chr14.tRNA19-TyrGTA
5001b
mouse
tRF-5
chr3-90279853-90279782
chr3.tRNA792-MetCAT
5001b
mouse
tRF-5
chr13-22023109-22023038
chr13.tRNA983-MetCAT
5032c
human
tRF-5
chr1-161440276-161440205
chr1.tRNA69-AspGTC
*, This data is from tRFdb, which shows tRFID from 1001-1042 belongs to tRF-1; 3001-3033 belongs to tRF-3 and 5001-5032 belongs to tRF-5. And the naming rule is always “chrX.tRNA XXX-Amino acid + anticodon”. The anticodon is made up of three nucleotide bases.
Differences and correlation between tRFs and tiRNAs
Under specific conditions, tRFs and tiRNAs are similar but not identical in terms of their structure and function. First, both of them are derived from tRNA. However, due to different enzymes and cleavage sites involved, the products differ in terms of their length and structure17. Second, tRFs and tiRNAs are mostly located within cells except for a small part in peripheral circulation; however, their intracellular original sites and distribution are different. TRF-5s are produced in cytoplasm and transported to nucleus via a similar mechanism for tRNA transportation10, 17, 30. TRF-1 might be generated in cytoplasm or nucleus. Some scholars reported that tRF-1s were generated in cytoplasm4. However, others believed that tRF-1s was likely to be produced in nucleus and transported to cytoplasm via specific mechanism17. TRF-3s are mainly distributed in cytoplasm 10, 17. TiRNAs are mainly located in cytoplasm with a small part in nucleus and mitochondria, while tiny levels are found in circulatory system10. However, whether the location of tRFs and tiRNAs is associated with their diverse function remains unknown. Third, both tRFs and tiRNAs have important roles in cellular transcription, gene expression and viral infection11, 31, with various mechanisms. For instance, regarding transcriptional regulation, tRF-5s were suggested to mainly inhibit transcriptional elongation, whereas 5'-tiRNAs mainly inhibits transcriptional initiation6, 32, 33. TRFs and tiRNA have many features in common, though further investigations are required to explore the correlation between their characteristics and disease development, especially tumor development and progression.
Function of tRFs and tiRNAs
Although the function of most tRFs and tiRNAs have not been elucidated, accumulating evidence has suggested that they are involved in regulating cell proliferation and apoptosis, DNA damage response, gene expression and post-transcriptional modifications. TRFs and tiRNAs have the following function (Table 2).
Table 2
The type and function of tsRNAs for human
Type
Name
tRF ID in tRF database
Function
Reference
tRF-5
tRNA-Gln CTG
tRF-5021
Inhibit translation
(44)
tRF-5
tRNA-GluCTC
tRF-5030
Inhibit the target mRNA
(3, 43)
tRF-3
tRNA-GlyGCC
tRF-3027
Repress the endogenous Replicating Protein A1
(9)
tRF-1
tRNA-SerTGA
tRF-1001
Patriciate in G2-M transition
(4)
5'-tiRNA
tiRNA-Ala
-
Inhibit translation
(33)
tRF-5
tRNA-Leu/tRF/miR-1280
tRF-5019
Repress colorectal cancer cell proliferation
(5)
5'-tiRNA
Several tsRNAs
-
Associated with hepatitis B-associated HCC
(51)
Regulating cellular proliferation and apoptosis
TRFs were found to might inhibit cellular proliferation. TRF-3027 (tRNAGly-GCC) may bind to AGO, an important component of RNA-induced silencing complexes (RISCs), block replication protein A1 (RPA1) to inhibit cellular proliferation, and regulate DNA damage response6, 9, 11, 17, 21, 30.TsRNAs were also indicated to induce or inhibit apoptosis. During apoptosis induction, inhibition of a specific tsRNA, 3'-tsRNA-LeuCAG, has been shown to induce apoptosis in rapidly dividing cells in vitro and a patient-derived orthotopic hepatocellular carcinoma model of mice. The tsRNA binds to at least two ribosomal protein mRNAs (RPS28 and RPS15) to enhance their translation. A decrease in the translation of RPS28 mRNA blocks pre-18S ribosomal RNA processing, resulting in a reduction in the number of 40S ribosomal subunits to induce apoptosis34. During apoptosis inhibition, tsRNAs and tRNAs have similar roles. Early studies of tRNA showed that mature tRNA bind to cytochrome C to inhibit the formation of apoptotic bodies and cysteine-aspartic protease (caspase-9) activity to stimulate cellular survival35. Recent studies showed that tsRNAs derived from tRNA also bind to cytochrome C36, which then bind to apoptotic protease activating factor 1 (APAF1) and form apoptotic bodies36. In response to hyperosmotic stress, ANG mediates the competitive binding of 5'-tiRNA and 3'-tiRNA to cytochrome C generating the ribonucleoprotein complex, inhibits the formation and activity of apoptotic bodies, and stimulates cellular survival10, 36-38 (Figure 3). However, the complete biological mechanisms remain unclear and require further investigation.
Figure 3
5'-tiRNA could promote the cell survival.ThetsRNAs that were derived from the tRNA also binds to the cytochrome C, which then would bind to the apoptotic protease activating factor 1 (APAF1) to form the apoptotic bodies. And the 5'tiRNA and 3'tiRNA could bind to the cytochrome C to form the ribonucleoprotein complex, inhibit formation and activity of the apoptotic bodies, and stimulate the cellular survival. APAF1, apoptotic protease activating factor 1.
Function similar to miRNA and piRNA
Certain tRFs may act as miRNAs or piRNAs to bind to AGO protein, which is an important RISC34 with biological function. TRF-1s tend to interact with AGO3 and AGO46, 39. TRF-5s and tRF-3s interact with AGO1, AGO3 and AGO417, 31, 39. Like miRNAs, they have seed sequences complementary to target mRNAs and can be recruited to AGO complexes to regulate target RNA expression and function17. TRF-5 and tRF-3 both bind to miRNA via the seed region16, 40, which has been confirmed in many other tRFs. For instance, ts-53 and ts-101 not only bind to AGO proteins but also PIWIL2 (a molecule similar to piRNA), regulating target gene expression and post-transcriptional modification6, 30. However, interactions between tiRNA and AGO remain unknown and need further investigation.
Translation regulation
It has been shown that tRFs can regulate ribosomal function. The tRF-3s may specifically bind to TWI12, a member of AGO/PIWI protein family, and recruit TAN1 protein and exoribonuclease XRN2 to form pre-ribosomal RNA splicing complex (TXT), process pre-rRNA during rRNA synthesis, and then regulate translation41. TRF-3 (e.g. 3'-tRNA-LeuCAG) may bind to two ribosomal protein mRNAs (RPS28 and RPS15) to stimulate translation, ribosomal synthesis and cellular proliferation10 (Figure 4). However, tiRNAs have not been reported to regulate ribosomal synthesis10, 11, 17, 41. Some tRFs and tiRNAs may directly regulate cellular translation33, 42-44. Recent studies have demonstrated that 5'-tiRNAs (5'-tiRNA-Ala and 5'-tiRNA-Cys) contain 5'-terminal oligoguanine motifs (5'-TOGs) and may replace eIF4F, a eukaryotic translation initiation factor, at mRNA m7GTP position to inhibit translation initiation and produce multiple mRNA protein complexes (mRNPs)45. These tiRNAs may further bind to the cold shock domain (CSD) of YBX-1 RNA binding protein to form 5'-TOG-tiRNA-protein complexes and then stimulate the production of stress granules (SGs)6, 31, 37, 38, 45, 46 (Figure 5). 5'-tiRNAs may induce SGs assembling via phosphorylated eiF2α6, 10, 11, 17, 38, 39.
Figure 4
tRF-3 could regulate ribosomal functions. The tRF-3s may specifically bind to TWI12 protein (member of the AGO/PiWi protein family), and recruit Tan1 protein and exoribonuclease XRN2, to form pre-ribosomal RNA splicing complex (TXT), process pre-rRNA during rRNA synthesis, and then regulate translation.
Figure 5
5'-tiRNA could promotethe formation of stress granules (SGs). 5'-tiRNA may replace eIF4F, which is an eukaryotic translation initiation factor, at the mRNA m7GTP position, to inhibit translation initiation and produce multiple mRNA protein complexes (mRNPs).Those tiRNA may further bind to the cold shock domain (CSD) of the YBX-1 protein (RNA binding protein) to form 5'-TOG-tiRNA-protein complex and then stimulate production of the stress granules (SGs). SGs, stress granules; YBX-1, Y-Box Binding Protein 1; mRNPs, mRNA protein complexes.
Another interesting phenomenon was found that the functional pattern was distinct from that of canonical miRNA. TRF5-GluCTC, a type of 5'-tRFs, plays a gene-silencing role on the target mRNA with complementary target sequence. Regulation studies showed the 5'-portion of miRNAs is the key determinant in target recognition, while this suggested the 3'-portion of tRF5-GluCTC is critical for its gene silencing function through a trans-silencing mechanism 3.Compared with miRNAs and piRNAs, tRFs and tiRNAs may directly regulate cellular translation, suggesting that these small RNA molecules have more complicated regulatory potentials to maintain various biological function and thus more important roles.
Roles in digestive tract (DT) tumors
Roles of tiRNAs and tRFs in the cellular biology of DT tumor
TRFs and tiRNAs have important roles in tumor development and progression. However, the study on the correlation between tRFs/tiRNAs and tumor remains at an early stage. The expression levels of tRFs and tiRNAs were suggested to be abnormal in many tumor cells47, 48 and correlated with tumor cell proliferation, migration and transformation6, 48. Recent studies on DT tumor (rectal cancer) showed that tRF/miR-1280 expression levels were decreased5. Furthermore, tRF/miR-1280 inhibits the 3' UTR of JAG2, reducing JAG2 biosynthesis to inhibit the Notch pathway and directly inhibit proliferation, migration and epithelial-mesenchymal transformation (EMT) of rectal cancer cells5, 49, 50. TRF/miR-1280 also decreases the expression of CD133+stem cell marker in CRC cells, reduces their activity and migration, and prevents formation of the microenvironment of rectal cancer cell metastasis5. Moreover, Ts-53 and ts-101 might have important roles in the early transformation stage of rectal cancer48. Ts-40 might be oncogenic during rectal cancer development48. Ts-36, correlated with cellular proliferation, may exert roles in the final stage of metastatic transformation of rectal cancer48. A research applying tiRNA sequencing was performed in 30 HCC patients (including 10 with HBV and 20 with HCV) and 9 controls, and tiRNAs were found to be the most abundant small RNAs in chronically infected liver and the abundance of 5'- tiRNAs was reduced in liver cancer. In addition, in hepatitis B-associated HCC, 5'- tiRNAs abundance was correlated with the expression of tRNA-cleaving ribonuclease, angiogenin 51. Therefore, tRFs and tiRNAs are critical for the biological behavior of DT tumor cells. In-depth investigations would benefit understanding how to exploit these molecules to interfere with tumor progression and how to select molecular targets for therapy.
Correlation between tiRNAs/tRFs and the clinicopathological characteristics of DT tumor
In clinical case, distant metastasis of DT tumor is a major obstacle to optimal patient prognosis52. Thus, researchers have been exploring the correlation of tiRNAs/tRFs with the cellular invasion and distant metastasis of DT tumor. Recent studies showed that colorectal cancer had elevated ANG levels, increased the levels of 5'-tiRNA-Val, 5'-tiRNA-Cys and 5'-tiRNA-Ala, then promoted cancer cell invasion and migration without affecting cellular proliferation52. Additionally, 5'-tiRNA-Val levels are positively correlated with lymph node metastasis and distant metastasis of colorectal cancer cells52. However, the mechanism remains unclear. Further investigations would benefit the early detection of distant tumor metastasis, providing new ideas for the treatment of metastatic tumors and improving prognosis.
Correlation between tiRNAs/tRFs and DT tumor diagnosis
Seminal exosomes were found to contain more tRFs than miRNAs, suggesting that tRFs could be stably expressed and were abundant in body fluids53. That makes them to be potential markers for early tumor diagnosis. Recent studies showed that 5'tRF-GluCTC and 5'tRF-ValCAC levels were decreased in colorectal cancer cells, indicating that they were involved in the development and progression of colorectal cancer and could serve as potential diagnostic markers2. Moreover, tiRNA-5034-GluTTC-2 was significantly decreased in gastric cancer (GC) tissue, neoplasm and GC cells, and low levels of tiRNA-5034-GluTTC-2 in GC tissue were correlated with tumor size54. TiRNA-5034-GluTTC-2 in GC tissue had higher sensitivity and specificity with the large area under receiver operating characteristics (ROC) curve as a tumor marker. All these findings were statistically significant, suggesting its potential as a marker of early GC54. Recently, it has been shown that the expression of tsRNAs in plasma exosomes of liver cancerpatients is significantly higher than that in healthy controls 55. Four tsRNAs were up-regulated including tRNA-ValTAC-3, tRNA-GlyTCC-5, tRNA-ValAAC-5 and tRNA-GluCTC-5, suggesting that these differentially expressed tsRNAs have the potential to be novel diagnostic markers of liver cancer 55. Exploration on the correlation between tRFs/tiRNAs and DT cancer development would benefit identifying markers for the early diagnosis of DT cancer and optimize detection.
Correlation of tiRNAs/tRFs with DT tumor treatment and prognosis
Investigating the role of tiRNAs/tRFs in tumor progression would improve treatment protocols and disease prognosis. Previous reports demonstrated that elevated ANG in rectal cancer increased 5'-tiRNA-Val levels, and thus established an ANG-tiRNAs-cell invasion/metastasis regulatory axis52. Such findings provided insights on the mechanism of rectal cancer development and revealed new therapeutic targets for colorectal cancer. TRF/miR-1280 could inhibit the Notch pathway and subsequent EMT and distant metastasis of colorectal cancer5, suggesting that it could affect cancer prognosis. Quantitative PCR (qPCR) illustrated that tRFs and tiRNAs (tRF-3-LeuAAG-1-1[AS-tDR-000064], tRF-3-GlnCTG-1-1[AS-tDR-000069], tRF-3-AlaCGC-1-1[AS-tDR-000102] and tiRNA-5-ProCGG-1-1[AS-tDR-001391]) had abnormally elevated expression in cancerous pancreatic cells, but not normal pancreatic cells56. KEGG and GO pathway analyses showed that all the four tRFs and tiRNAs were significantly enriched in cancer-related pathways (including RAS signaling pathway, cancer pathways, axon guidance and PI3K/AKT signaling pathway). Therefore, they might be able to serve as markers for early pancreatic cancer diagnosis and provide clues for pancreatic cancer development56. Furthermore, the survival rate of patients with low expression of tiRNA-5034-GluTTC-2 was much higher than that of individuals with higher expression levels, indicating that tiRNA-5034-GluTTC-2 could be a potential prognostic marker of GC54. All the findings suggested that tRFs and tiRNAs were crucial in DT cancer treatment and prognosis.
Summary and future directions
Several limitations should be acknowledged. First, although the sequencing has identified many tRFs and tiRNAs, bioinformatic methodology needs to be improved for more identification. Second, current study only focused on the basic biological function of tRFs and tiRNAs without the correlations with diseases, especially DT tumor. Third, the naming roles of molecules remain not unified. Fourth, we urgently need a tiRNA database and a database to integrate the tRFs (tRFdb) and tiRNAs.In summary, tRFs and tiRNAs have important roles in gene expression, gene translation, and the development and progression of various DT tumors17. They affect tumor cell proliferation, migration and invasion48, 57. To date, the origin and function of tRFs and tiRNAs remain to be fully elucidated, and their roles in DT tumor progression also require further investigation. In-depth studies would benefit early detection, prognosis evaluation and DT tumor therapy, further improving prognosis and survival.
Authors: Ashleigh E Schaffer; Veerle R C Eggens; Ahmet Okay Caglayan; Miriam S Reuter; Eric Scott; Nicole G Coufal; Jennifer L Silhavy; Yuanchao Xue; Hulya Kayserili; Katsuhito Yasuno; Rasim Ozgur Rosti; Mostafa Abdellateef; Caner Caglar; Paul R Kasher; J Leonie Cazemier; Marian A Weterman; Vincent Cantagrel; Na Cai; Christiane Zweier; Umut Altunoglu; N Bilge Satkin; Fesih Aktar; Beyhan Tuysuz; Cengiz Yalcinkaya; Huseyin Caksen; Kaya Bilguvar; Xiang-Dong Fu; Christopher R Trotta; Stacey Gabriel; André Reis; Murat Gunel; Frank Baas; Joseph G Gleeson Journal: Cell Date: 2014-04-24 Impact factor: 41.582