Abstract
The twister ribozyme is widely distributed over numerous organisms and is especially abundant in Schistosoma mansoni, but has no confirmed biological function. Of the 17 non-LTR retrotransposons known in S. mansoni, none have thus far been associated with ribozymes. Here we report the identification of novel twister variant (T-variant) ribozymes and their function in S. mansoni non-LTR retrotransposition. We show that T-variant ribozymes are located at the 5′ end of Perere-3 non-LTR retrotransposons in the S. mansoni genome. T-variant ribozymes were demonstrated to be catalytically active in vitro. In reporter constructs, T-variants were shown to cleave in vivo, and cleavage of T-variants was sufficient for the translation of downstream reporter genes. Our analysis shows that the T-variants and Perere-3 are transcribed together. Target site duplications (TSDs); markers of target-primed reverse transcription (TPRT) and footmarks of retrotransposition, are located adjacent to the T-variant cleavage site and suggest that T-variant cleavage has taken place inS. mansoni. Sequence heterogeneity in the TSDs indicates that Perere-3 retrotransposition is not site-specific. The TSD sequences contribute to the 5′ end of the terminal ribozyme helix (P1 stem). Based on these results we conclude that T-variants have a functional role in Perere-3 retrotransposition.
INTRODUCTION
The twister ribozyme was originally identified by bioinformatics. Twister RNA sequences are remarkably widespread, with close to 2700 twister ribozyme RNA sequences present in bacteria and diverse eukaryotic genomes; including yeasts, plants, insects and worms. The twister RNA is composed of highly conserved structural domains that have self-cleavage ribozyme activity in vitro (1). Crystal structures of the RNA, supported by biochemical data, confirm that the four helical stems (P1 to P4), two internal loops (L1 and L2) and hairpin loop (L4) adopt a compact fold stabilized by two pseudoknots (T1 and T2) with the U–A cleavage site buried in the center (2–6). Within the RNA sequence, ten nucleotides are >97% conserved. A highly conserved Guanosine plays a key catalytic role in cleavage of the scissile U–A bond. A function for the twister ribozyme has yet to be shown.
Retrotransposons are transposable genetic elements that require an RNA intermediate for transposition (7,8). They are abundant in the genomes of organisms across all kingdoms of life, for example, 45% of the human genome and at least 50% of the maize genome are made up of retrotransposon sequences (9,10). Retrotransposon insertion contributes to genomic diversity and complexity (11,12). In contrast to LTR retrotransposons (13) non-LTR retrotransposons, long interspersed nuclear elements (LINEs) and non-autonomous short interspersed nuclear elements (SINEs) and SVA (SINE/VNTR/Alu) elements lack long terminal repeats at each end (14–18). In general, the non-LTR retrotransposons may contain an internal promoter and open reading frames (ORFs) that encode reverse transcriptase (RT) and/or endonuclease domains and short sequence repeats at their 3′ boundary (19,20). The promoter sequences of functional non-LTR retrotransposons are not conserved across species (21,22) and some elements lack internal promoters and are transcribed as introns of larger host transcripts (23). Some elements may be transcribed by a nearby upstream cellular promoter, while some elements specifically insert into genes and may be expressed as precise cotranscripts (24). The features and regulation of the transcription of non-LTR retrotransposons are likely to vary from species to species and within particular retrotransposon clades (25). The main feature of the non-LTR retrotransposons is the presence of a reverse transcriptase (RT)/endonuclease domain (8,26,27), which generates DNA copies from the retrotransposon RNA transcripts for insertion of a transposon DNA copy into the new genomic target (25,28,29). For transposition, the non-LTR retrotransposons undergo a replicative cycle, the broad features of which are outlined in Supplementary Figure S1 (25,30,31). The mRNA is exported from the nucleus and the RT/endonuclease domains translated in the cytoplasm, mRNA and proteins are subsequently assembled into ribonucleoprotein particles (RNP) (32). Translation of the ORFs may be cap dependent (33) or through internal ribosomal entry (23). Ribonucleoprotein particles are then transported into the nucleus, for retrotransposon insertion at a new site in the host genome (34,35). Non-LTR retrotransposon integration into the host genome is thought to take place by a multi-step process termed target-primed reverse transcription (TPRT) (15,36).
A simplified TPRT model has the following steps:
Firstly, a free 3′ hydroxyl group is generated by an initial endonucleolytic cleavage at the target site on the bottom strand, by a retrotransposon encoded endonuclease (7,15). Non-LTR retrotransposons can be grouped into 2 functional classes; either encoding restriction enzyme-like endonucleases (RLE), or apurinic/apyrimidic endonucleases (APE). Non-LTR retrotransposition can be either site-specific or non-specific (26–28). The 3′-hydroxyl (3′-OH) product of the endonucleolytic cleavage serves as a priming site for the reverse transcriptase at the target site (7,8,30). RT initiates reverse transcription using the exposed 3′ end as a primer and the mRNA of the non-LTR retrotransposon as a template (25,28–30,37–40).
The subsequent integration of the freshly synthesised LINE DNA is not fully understood (41,42). A second cleavage on the top strand is then introduced for the synthesis of the second cDNA (30). This cleavage may generate blunt, 5′ or 3′ overhangs, and insertion at 3′ overhangs leads to target site duplication (TSD), and at 5′ overhangs to target site truncation (TST) (25,43,44). For either TSDs or TSTs endogenous repair enzymes are believed to contribute to the final transposon integration (45). The presence of a TSD in an integrated transposon is therefore a consequence of target-primed reverse transcription and also a footprint characteristic of TPRT (46). The asymmetry and sequence differences between the initial target endonucleolytic cleavage site and the second cleavage site, support a role for additional factors or changes to the DNA tertiary structure in the selection and cleavage of the second site (as discussed in (42)). Synthesis of the second strand, has not yet been efficiently verified in vitro (38,42). Second strand synthesis by the LINE reverse transcriptase ‘template jumping’ has been proposed to take place through priming at the 3′-OH of the second endonuclease cleavage site, the biochemical complexities and specificities of this reaction have been discussed (38,42). In some cases host polymerase activities may account for second strand synthesis as with the analogous group II intron retrohoming reverse splicing reaction, or by strand invasion through the host repair/recombination machinery (47,48).
The human parasite, Schistosoma mansoni, causes Schistosomiasis, a disease that affects ∼250M people worldwide in more than 70 countries (49). The parasite has a complex life cycle with snail and human hosts mediating the six stages of its life-cycle: egg, miracidia, sporocysts, cercaria, schistosomula and adult. The S. mansoni genome sequence is available (50,51) and transcriptome profiles and EST of S. mansoni have been reported (52,53). More than 20% of S. mansoni genome is considered to be composed of retrotransposons and reverse transcriptase activity has been detected in S. mansoni extracts (54,55). Studies have identified 28 different S. mansoni retrotransposon elements including members of LTR and non-LTR retrotransposon. The members of the S. mansoni non-LTR retrotransposon elements belong to the RTE (Perere-3), the CR1 (Perere, Perere-2, Perere-4, Perere-5, Perere-6 and Perere-7) clade, the R2 (Perere-9) and the Jockey clade (56,57). Perere-3 is a member of the RTE family of non-LTR retrotransposons elements and has a single ORF coding for a protein with endonuclease and reverse transcriptase domains (58). Perere-3 has an estimated genomic copy number of 2400–24 000 and is transcriptionally active (56). All the S. mansoni non-LTR retrotransposon elements are archived in the Repbase (59). Although the twister ribozyme is abundantly present in S. mansoni (1), no association of non-LTR retrotransposon elements and the twister ribozyme has been reported so far.
Historically, self-cleaving ribozymes were identified through their association with biological functions (60). Analysis of the well characterized R2 LINE retrotransposon that inserts into the 28S rRNA of Drosophila melanogaster showed that the 5′ junction of the retrotransposon contained an embedded self-cleaving ribozyme that was similar to the previously characterized hepatitis delta virus (HDV) ribozyme and was proposed to have a role in 5′ processing of the R2 RNA for insertion (61–65).
Here, we have investigated the function of novel twister ribozyme variants in non-LTR retrotransposon RNA processing. We show biochemically that the twister ribozyme variants are active in vitro and in reporter constructs and present evidence that twister ribozyme variants process the RNA of non-LTR retrotransposons in schistosoma mansoni by specific ribozyme cleavage.
MATERIALS AND METHODS
The materials used in this study were obtained from the following sources. 5′ 6-FAM labeled RNA were synthesized by Takara. DNA primers for T-variant in vitro transcription template amplification is purchased from Sangon Biotech (Shanghai, China). Phanta max DNA polymerase Mix was purchased from Vazyme (Nanjing, China). dNTP and NTP were purchased from Sangon Biotech. T7 RNA polymerase was produced in our lab. Plasmid insertion fragments for reporter assay and real-time PCR were synthesized by GenScript (Nanjing, China). Yeast extract, glucose, leucine, tryptone, agar and thiamine for strain culture were purchased from Sigma. Phenol (pH 4.3 ± 0.2) and EDTA for RNA extraction were purchased from Sigma. Acetic acid for RNA extraction were purchased from Sinopharm (China). DNase I for genome DNA digestion was purchased from Thermo Fisher.
T-variant search and sequence function prediction
The RNABOB program (66) was used to search genome sequence data from the NCBI Refseq database (release 90, https://ftp.ncbi.nlm.nih.gov/genomes/refseq) using the descriptor detailed in Figure 1C for the T-variant searching; the sequences are listed Supplementary Document 1. The secondary structure was built using information from the twister ribozyme covariance model (1). Downstream and upstream 10kb sequences were extracted from Refseq database and coding sequences were identified by GENSCAN (67) and ExPASy translate tool (68). Predicted amino acids sequence identities were further compared with known functional proteins by BLAST searching the UniProt protein database (69). Conserved protein domains were identified by SMART (Simple Modular Architecture Research Tool) (70).
To obtain the 10 kb sequences downstream of the T-variants, sequences were extracted from the NCBI nucleotide database using an in-house script. The extracted T-variant (10 kb downstream) sequences, accession numbers and locations were assembled into a FASTA format database. The in-house script is available at https://github.com/threadtag/SPSA/tree/main/snippet. A common endonuclease-reverse transcriptase nucleic acid sequence was obtained by alignment of six endonuclease-reverse transcriptase DNA sequences downstream of T-variants 3–8. The Alignment of T-variant and amino acid sequences were performed by UniProt Align (https://www.uniprot.org/align). The Alignment parameters are as follows: Sequence Type (DNA), Dealign Input Sequences (no), Output Alignment Format (clustal_num), mBed-like Clustering Guide-tree (true), mBed-like Clustering Iteration (true), Number of Combined Iterations (Values 0), Max Guide Tree Iterations (Values -1), Max HMM Iterations (Values –1), Order (Aligned). The common endonuclease-reverse transcriptase nucleic acid sequence was then used to BLAST against the 10Kb downstream sequence database to predict bulk sequence function. Promoter prediction of upstream sequences was implemented on the neural network promoter prediction server (71): (https://www.fruitfly.org/seq_tools/promoter.html).
Determination of TSD
TSDs were determined individually by searching for identical nucleotide sequences at the 5′ and 3′ end of the sequences that were located 5′ to the cleavage site.
Synthesis and purification of oligoribonucleotides
RNA was prepared by in vitro transcription using T7 RNA Polymerase. The reaction contained 0.4 μM dsDNA template, 40 mM Tris–HCl, 40 mM KCl, 10 mM MgCl2, 2.5 mM DTT, 1 mM rNTP, and 3000 U/ml T7 RNA polymerase at pH 8. After incubating the mixture at 42°C for 3 h, the DNA template was digested by DNase I at 37°C for 1 h. RNA transcripts were purified on 8%, 8M urea denaturing polyacrylamide gel and eluted with 0.3 M sodium acetate at pH 5.2 with 1 mM EDTA. It was precipitated with ethanol and dissolved finally in sterile water.
T-variant in vitro cleavage in presence of divalent metal ions
10 μM ribozyme and 200nM 6-FAM-labeled substrate strands were annealed separately with 30 mM HEPES, pH7.5, 100 mM KCl, the mixture was heated at 95°C for 1.5 min, and cooled to room temperature for over 2 h. MgCl2 or other metal ions were then added to a final concentration of 10 mM. After incubation at 25°C for 15 min the cleavage reaction was initiated by mixing the two solutions. After incubation at 37°C for 15 min or 2 h as indicated, the cleavage reactions were stopped by adding 1 volume of stop buffer (80% v/v deionized formamide, 50 mM EDTA at pH 8.0, 0.025% w/v bromophenol blue, 0.025% w/v xylene cyanol). Substrate and cleavage products were separated on 20% polyacrylamide/8 M urea gels, and the fraction of substrate cleaved was quantitated by using ImageJ 1.51j8. The observed rate constant for the cleavage reaction was obtained using GraphPad Prism 6.01.
T-variant single-turnover kinetics
For twister ribozyme and T-variant kinetics under single-turnover conditions, 10 μM ribozyme and 200 nM 6-FAM-labeled substrate strands were annealed separately as previously described (72). The cleavage reaction was initiated by mixing the two solutions. At each time point, the cleavage reactions were stopped by adding 1 volume of stop buffer (80% deionized formamide, 50 mM EDTA at pH 8.0, 0.025% bromophenol blue, 0.025% xylene cyanol). Substrate and cleavage products were separated on 20% polyacrylamide/8 M urea gels, and the fraction of substrate cleaved was quantitated by using ImageJ 1.51j8 software. The first order rate constants (kobs) with and without antibiotic were calculated by plotting the fraction of substrate cleaved (ft) versus time (t) and fitting to the equation ft = 1 – exp(kobst) with GraphPad Prism 6.01.
T-variant in vitro cleavage site mapping
For each T-variant transcription product, 500 ng was annealed with 1 μM T-variant-RT-primer, and reverse transcribed using the SuperScript III Reverse Transcriptase Kit (Invitrogen). Sequence markers were generated by reverse transcription of the RNA in the presence of ddNTPs. cDNA sequences were analyzed by capillary electrophoresis (TsingKe, Beijing).
Reporter plasmid constructs
For the wild type T-variant 3A reporter plasmid, T-variant 3A, T-variant Δ3A with the original 5′-UTR of the predicted endonuclease-reverse transcriptase and T-variant sequences 1-N were synthesized with Xho I complementary ends and cloned into Xho I-digested REP41X-lacZ (73,74). For plasmids without the T-variant 3A, the 5′-UTR of the predicted endonuclease-reverse transcriptase lacking the T-variant 3A was cloned into Xho I-digested REP41X-lacZ. An HCV-IRES was cloned into the Xho I-digested REP41X-lacZ as an additional control and a further five genomic T-variant sequences were also cloned as T-variant controls (all sequences are given in Supplementary Table S4).
5′RACE detection of in vivo cleavage site
The wild type T-variant 3A-REP41X-lacZ plasmid was transformed into fission yeast hleu1-32 competent cells by electroporation, and cultured on an EMM plate at 30°C for 3–5 days. Positive clones were transferred into fresh EMM, and cells were grown to OD600 = 0.5, 10ml of culture was used for total RNA extraction. DNA was removed by DNase I (Thermo Fisher Scientific) from the RNA sample. Reverse transcription and PCR was carried out using SMARTer RACE 5′/3′ kit (Clotech). Genespecific primer P1 and P2 were respectively used for T-variant-3A cleavage site and transcription start site identification. The T-variant 3A cleavage site and transcription start sites were determined from the DNA sequence.
Real-time PCR analysis
The wild type T-variant 3A-REP41X-lacZ plasmid and three control plasmids were transformed into fission yeast hleu1-32 competent cells by electroporation and cultured on EMM plates. Total RNA was extracted by the hot phenol protocol and DNase I digested. cDNA was synthesized using PrimeScript RT Regent Kit (Takara, RR037A) according to the manufacturer's instructions. Messenger RNA abundance of lacZ (β-galactosidase reporter) from the reporter plasmid was detected by real-time PCR (oligonucleotide PCR primer sequences are detailed in Supporting data using SYBR Premix Ex Mix II (Takara, RR820A) with Amp as an internal reference. Error bars are the mean ± SD of three biological replicates.
Reporter assays
Fission yeast hleu1-32 competent cells transformed with the wild type T-variant 3A REP41X-lacZ plasmid and two control plasmids containing no T-variant and HCV-IRES were initially grown on EMM plates for 3∼5 days, followed by transfer to EMM liquid medium. Cells were diluted to OD600 = 0.1 in 3 × 10 ml of EMM. Cells were harvested and resuspended in 1 ml of Z buffer (60 mM Na2HPO4, 40 mM NaH2PO4, 10 mM KCl, 1 mM MgSO4, 50 mM 2-mercaptoethanol, pH 7.0). Cells were diluted thrice with Z buffer, and 600 μl of cell suspension was mixed with 70 μl of chloroform and 60 μl of 0.1% SDS, followed by mixing for 10 s and incubated at 30°C for 15 min, after adding 120 μl of 4 mg/ml o-nitrophenyl β-d-galactopyranoside (ONPG), and further incubated for 15–20 min (30°C). The reaction was quenched by the addition of 400 μl of 1 M sodium carbonate. The OD420 and OD600 were measured, and Miller units were calculated from the formula: U = 1000 × OD420/(time) × (volume) × OD600 (75). Error bars are the mean ± SD from three individual replicates.
S. mansoni transcriptome data analysis
The RNA-seq data of the six developmental stages of S. mansoni was obtained from the NCBI SRA database, with the following accession numbers; Egg (SRR2245469), Miracidia (SRR922067), Sporocyst (SRR922068), Cercaria (SRR5860351), Schistosomula (SRR5054493) and Adult (SRR2245496) (50–52). The RNABOB descriptor was built to search T-variants with different numbers of ‘A’s around the cleavage site. The T-variant candidate sequences were mapped to the S.mansoni genome (NCBI Genome Accession number: Assembly ASM23792v2) by GMAP (76), then base quality control implemented using Trimmomatic (Parameter:LEADING: 3TRAILING:3 SLIDINGWINDOW:4:15 AVGQUAL:20) (77), the positions of T-variant sample sequences were mapped onto the genome using hisat2 (78). Counts were based on htseq-count, and calculated as FPKM (fragments per kb per million reads) by the following formula:
The distance between the 345 T-variants and the AUG of the downstream RT domains were each analysed manually. The AUGs of the downstream RT domains are divided in three main groups: reported AUGAGGCCGAUGCACCUUCUU (56), predicted AUGACGUCUCAUGAUGAA and predicted II AUGCACCUUCU by ExPASy translate tool (68).
RESULTS
Identification of twister ribozyme variant sequences
Twister ribozymes self-cleave at the U–A position within the (UAA) L1 loop of the ribozyme; one nucleotide 3′ to the P1 helical stem (Figure 1A) (1,4). The P1 stem typically contains at least two base pairs, although mutational analysis of the ribozyme has shown that inefficient ribozyme cleavage can take place in the absence of the P1 stem (Figure 1B) (79). The P1 stem is immediately adjacent to the cleavage site in the (UAA) L1 loop. The majority of the sequences contain 2A’s in L1 at the cleavage site and a P1 stem (Figure 1A), on closer examination of the published natural twister ribozyme sequences (1), a small number of the sequences contain fewer or more than 2 adenines (0,1, 3–7A) in the L1 loop that overlap the position of the cleavage site and impinge upon the stem P1 (Table 1).
Table 1.
Twister ID | P1 | L1 | P2 | L2 | P3 | L3 | P3 | P4 | L4 | P4 | L2 | P2 | L1 | P1 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Sma-1–680 | UUUA | UCA | CUCC | GC | CUGUAGCUC | UUCUA | GAGUUACUG | CCG | GUCCCAAGC | CCGG | GUAAA | GGAG | GAGGG | UUGG |
Sma-1–15 | UGCU | UAA | CUCC | GC | GUCUGUAGCUCC | UCUG | GGGGUUACUG | CCG | GUCCCAAGC | CCGG | GUAAA | GGAG | GAGGG | UUGG |
Sma-1–119 | AGAU | AAA | CUCC | GC | CUGUAGCU | CUUCUAA | AGUUACUUG | CCG | GUUCCAAGC | CCGG | GUAAA | GGAG | GAGGG | UUGG |
Sma-1–146 | CCUA | AAA | CUCC | GC | CUGUAGCUCC | UCUG | GGGGUUACUG | CCG | GUCCCAAGC | CCGG | GUAAA | GGAG | GAGGG | UUGG |
Sma-1–94 | UGAA | AAA | CUCC | GC | GUAGCUCC | UCCG | GGGGCUACUG | CCG | GUCCCAAGC | CCGG | GUAAA | GGAG | GAGGG | UUAU |
Sma-1–102 | UAAA | AAA | CUCC | GC | CUGUAGCUCC | UCCG | GGGGCUACUC | CCG | GUCCCAAGC | CCGG | GUGAA | GGAG | GAGGG | UUGA |
Sma-1–73 | AAAA | AAA | CUCC | GC | CUGUAGCUC | CUCCUA | GGGCCACUG | CCG | GUCCCAAGC | CCGG | AUAAA | GGAG | GAGGG | UUGG |
The variation in the number of A’s in L1, neighbouring the cleavage site was intriguing to us and, based on the known twister ribozyme sequence domains, a further search was initiated using RNABOB (http://eddylab.org/ software.html) (80) (the exemplar syntax for the T-variant containing seven As at the cleavage site is shown in Figure 1C) to search for sequences that retained the conserved twister ribozyme sequence domains, but had 0–7A’s in the L1 loop next to the cleavage site with an allowance of up to four mismatches in the stem P1 (Figure 1D). A total of 2060 twister-like variant sequences were identified in vertebrate, invertebrate, plant and bacterial genomes and their distribution is displayed (Supplementary Figure S2 and Supplementary Document 1). To distinguish these sequences from the characterized twister ribozyme and to avoid confusion, these twister-like variant sequences were designated as twister-variant (T-variant (n)A where n = 0–7), in this study. Examples of T-variant 0–7A sequences are listed in Supplementary Table S1. The distribution of T-variants by organism is shown in Figure 1E. In invertebrates, the majority of T-variant sequences are found to be in Schistosoma mansoni. There are 813 S. mansoni T-variant sequences, most of which contain 2As at the cleavage site and the distribution of numbers of A are shown in Supplementary Document 2. Out of the 813 S. mansoni T-variant sequences, 422 sequences had been previously identified in the published twister ribozyme sequences (1), a further 391 novel T-variant sequences were identified in this study (Figure 1F, Supplementary Document 3). Examples of published S. mansoni twister sequences that have T-variant sequences (0–7A) at the cleavage site are displayed as Figure 1G.
T-variant ribozymes are associated with Perere-3 non-LTR retrotransposon elements in the S. mansoni genome
Among the 813 T-variants, there are T-variant sequences that lack an A at the cleavage site. The T-variant 0A consists of only the highly conserved region lacks both a P1 stem and an A adjacent to the scissile bond (Figure 1G), which had not been previously reported. These observations led us to investigate the origin of such sequences. We randomly selected fifty T-variant sequences (0–7A). Ten kilobase of the downstream sequences of these T-variants (0–7A) were searched for proximal protein coding sequences. Because the majority of the sequences had not been annotated, two independent peptide prediction programs (GENSCAN (67) and ExPASy translate tool (68) were used to predict peptide sequences. The potential protein coding sequences were further blasted against the UniProt protein database (69). For one subset of the T-variant downstream sequences, we identified potential protein domains that shared high identities with known apurinic/apyrimidinic endonucleases and reverse transcriptases (APE and RT Domain) (UniProtKB Code: Q4QQE8), that are key components of S. mansoni Perere-3 non-LTR retrotransposon elements (56,81). Since this subset of the T-variant downstream sequences are enriched with the RT domain of Perere-3, we subsequently choose 8 examples sequences to analyse the association between T-variants (0–7) A and the RT domain of Perere-3. A schematic representation of genomic organization of T-variants and Perere-3 is shown in Figure 2A (Supplementary Figure S3) and the sequence alignments in Figure 2B. The high similarity of protein domains downstream of T-variants (0–7A) to known APE and RT domains are listed in Figure 2C. The Perere-3 APE and RT domains, which play central roles in TPRT during retrotransposition into the genome, are found downstream of T-variant sequences (Figure 2A, B and Supplementary Figure S3). Target Site Duplications (TSDs) are the end product of non-LTR retrotransposon replication in the genome and are evidence that retrotransposition has taken place. TSDs are found flanking the Perere-3 and the T-variant sequences, confirming that these sequences are the product of retrotransposition. Note that TSD is immediately adjacent to the AA at cleavage site of the T-variant (Figure 2A, B and Supplementary Figure S3). In the case of the T-variants 0A and 1A where there is no evidence of TSD, it may be that for these sequences, retrotransposition has taken place with deletion of the target site (25). In addition, short repeats of the sequence GTAA are found at the 3′ boundary of non-LTR retrotransposons (Figure 2B), which may be an additional feature of Perere-3 retrotransposons, and may be analogous to the tandem UAA repeats at the 3′-end of the transcripts of non-LTR retrotransposons in Drosophila melanogaster (82).
The analysis of the downstream sequences of the eight exemplar T-variant sequences revealed characteristic Perere-3 APE/RT domains. The numbers of the RT domains downstream of the total 813 S. mansoni T-variant sequences were next investigated. All of the 813 T-variant downstream 10 kb sequences were collated using an in-house script (Materials and Methods). Although protein domain prediction is feasible on a gene-by-gene basis, it is challenging to predict protein domains on bulk sequences due to the absence of prediction tools that can directly annotate functional protein domains from a large number of DNA sequences. However, we found that at the DNA level the reverse transcriptase domain sequences downstream of the T-variants share high sequence identities. The downstream DNA sequences of the 813 T-variants were then searched for the presence of RT domains by 90% similarity. In Schistosoma mansoni, of the 813 T-variants 42% (345) contain RT domains downstream (Figure 2D). In contrast, no RT domains were identified in the sequences up to 10 kb upstream of the T-variants (Supplementary Figure S4). In addition, only 18% of published Twister sequences (1) contain RT domains downstream (Figure 2D and Supplementary Document 4). The downstream T-variant sequences that have RT domains include the majority of the known Twister sequences with RT-domains (180 of 190) (Supplementary Figure S5). Twister was initially identified by a bioinformatics pipeline based on sequence homology and the T-variants were found by adding additional searching criteria based on the conserved structural components of Twister (both search strategies for Twister/T-variant and downstream protein domain in this study are displayed in Figure 2D). By using search criteria that focus on allowing up to four mismatches in the P1 stem, the downstream sequences of the T-variants were found to be enriched in RT domains, suggesting an association between T-variant ribozyme and the RT domains, a key component of Perere-3 non-LTR retrotransposons. Although 42% (>90% identity) of T-variants contain downstream RT domains this was probably an underestimate of the true RT content. Further sequence analysis (83,84) of the downstream sequences of the remaining 58% of T-variants revealed a further 13.2% Perere-3 (90%-60% identity) encoded RT domains, 11.4% other, 1.6% LTR RT domains, 12.8% known protein domains and 18.6% contained no conserved domain (Figure 2E). RT domain, known protein domains, chromosomal locations and accession numbers are listed in Supplementary Table S2.
Here we have identified RT domains that belong to Perere-3 non-LTR retrotransposons by searching downstream sequences of T-variants. Alternatively, a reciprocal approach is to search the upstream sequences of all S. mansoni non-LTR retrotransposon elements for T-variant sequences. In Repbase, there are 17 S. mansoni non-LTR retrotransposon elements based on RT domain similarity (59) (Figure 2F, G). The numbers of the full-length S. mansoni non-LTR retrotransposons and their relative RT sequence identities are listed in Figure 2F, G. There are 113 full-length Perere-3, all of which contain T-variant sequences upstream (Supplementary Document 5). Complete conservation of T-variant sequences upstream of Perere-3 implies a functional role for T-variants in Perere-3 retrotransposition. However, no T-variant sequence was found upstream of the other 16 non-LTR retrotransposons elements, for example 301 full-length SR2B non-LTR retrotransposons were found but no T-variant sequences can be detected upstream (Figure 2G). The analysis in Figure 2F was performed on full-length non-LTR retrotransposon elements that contain the whole protein including RT and Endonuclease domains. This excludes the possibility that elements containing only the RT domains can associate with T-variants. When the sequences of all of the other 16 non-LTR retrotransposons that contain only RT domains were collected and used to search for T-variants, no T-variant sequences were found upstream of the RT domains (Supplementary Table S3). Therefore, there appears to be a specific association between the T-variants and Perere-3 that is unlikely to have occurred at random in the genome.
Taken together, the bidirectional searching results confirms the genomic association of the T-variant and Perere-3 non-LTR retrotransposons element. T-variants are potential self-cleaving ribozymes. The presence of TSDs are footprints and evidence of Perere-3 non-LTR retrotransposition. In our analysis, the TSDs are positioned right next to the potential T-variant cleavage sites (Figure 2B). We speculate that T-variants may function during the life cycle of Perere-3 non-LTR retrotransposon elements (Figure 2H). T-variant ribozyme cleavage of RNA transcript would generate a 5′AA at the cleavage site for TPRT genome insertion with TSD. The location of TSD in the genomic sequence directly correlates to the nucleotides of the T-variant P1 stem in the RNA, which is ultimately related to the self-cleavage activity of the T-variant. The efficiency of Perere-3 non-LTR retrotransposition may be affected by the sequence at the genomic insertion site (TSD) which forms P1 of the T-variant. There may be a close relationship between the activity of T-variant and efficiency of the Perere-3 non-LTR retrotransposition.
T-variant ribozyme activity in vitro
The T-variants identified here have not previously been shown to have ribozyme activity and differ, compared to previously characterized twister ribozymes, in the sequences neighbouring the scissile position in the P1 stem. For the T-variants to have a function in Perere-3 non-LTR retrotransposition their ribozyme activity must be established. The potential ribozyme activity of the representative T-variants (0–7A) (Figure 3A) was investigated and compared to previously characterised twister ribozymes in vitro in Figure 3. T-variants (0–7A) were separated into substrate and enzyme strands based on twister. The FAM labeled substrate strand was mixed with the enzyme strand and the ribozyme cleavage was measured by gel electrophoresis. No cleavage was detected for either T-variant 0A or T-variant 1A under standard twister ribozyme cleavage conditions compared to the control (Figure 3B). However, for the T-variants (2–7A), enzyme strand dependent cleavage of the substrate RNA was observed under the same conditions, confirming ribozyme activity (Figure 3C).
For the T-variants (2A–7A), when compared to the twister control, broadly similar divalent cation dependent ribozyme activity was observed for Mg2+, Mn2+, Ca2+ and Sr2+, but different specificities were observed for Co2+, Zn2+, Ni2+and Cd2+ (1) (Figure 3D and Supplementary Figure S6). For the T-variants (2A–7A) time courses were used to measure ribozyme kinetics, in comparison with a twister ribozyme control (Figure 3F and Supplementary Figure S7). Plots of cleavage versus time yield ribozyme cleavage rates, showing that all of the T-variants catalyze RNA self-cleavage on a similar time-frame to known ribozymes (Figure 3F, G, H, I and Supplementary Figure S7). T-variants 2A and 5A, have similar activities to twister. Although the T-variants 3A, 4A and 7A have lower efficiencies, they show typical ribozyme activity (Figure 3H and I). To investigate and map the potential cleavage sites of the T-variants, 6-FAM labeled substrate strands were also analyzed by capillary gel electrophoresis. The positions of cleavage (red arrows) were resolved by capillary electrophoresis (russet trace) and mapped relative to sequence markers (Figure 3J). The cleavage positions of the T-variants (2A–7A) are the same as for the established twister ribozyme, such that cleavage of the RNA generates a 5′-AA end. Structural, modelling and mechanistic studies have shown that the product of phosphodiester bond scission; the free 5′ HO-AA, is generated through acid-base catalysis utilising the N3 of the terminal A as a proton donor, and the conserved catalytic G of loop 1 as a general base (2–6,85). Analysis of the T-variant (2A) sequences identified T-variant substrate sequences composed of C*AA, G*AA and A*AA (as T-variant (3A)) (where * indicates the position of the scissile bond) as potential T-variant ribozymes, in addition to the well characterised (U*AA). For these RNAs, enzyme strand dependent cleavage of the substrate RNA also took place under ribozyme cleavage conditions, confirming ribozyme activity (Figure 3E) and suggesting that ribozyme activity is not contingent on the identity of the nucleobase 5′ to the scissile bond. Thus, the T-variant sequences are catalytically active ribozymes.
T-variant ribozyme activity and function in reporter constructs
To investigate T-variant ribozyme function and its effect on downstream gene translation, a reporter plasmid was constructed using the plasmid REP41X-LacZ in fission yeast. The plasmid REP41X-LacZ contains the thiamine repressive NMT41 promoter, the polylinker sites for insertion and the LacZ protein coding sequence. The transcription of downstream sequences is dependent on the NMT41 promoter in the absence of thiamine. In the presence of thiamine, transcription from the NMT41 promoter should be significantly repressed although incomplete repression with reduced levels of transcription has been reported (86–88). Thiamine repression can be used as a control for reporter assays. The DNA fragment corresponding to the active T-variant 3A sequence and control sequences was inserted downstream of the NMT41 promoter and upstream of LacZ (Figure 4A and B). The effect of T-variant on downstream gene expression can be measured through expression of the LacZ reporter. Control constructs, consisting of T-variant 3A that lacks a cleavage site (T-variant Δ3A), a deletion of the T-variant 3A which has only the upstream and downstream sequences (No T-variant 3A) were constructed in parallel (Supplementary Table S4). The HCV internal ribosomal entry site (HCV-IRES) RNA is a highly structured RNA (65) that is unrelated to the T-variant sequences in S. mansoni was also used as a control (Supplementary Table S4).
The plasmids were transformed into the host strain hleu1-32 (a gift from Jurg Bahler) and grown in the presence or absence of thiamine. In the absence of thiamine (NMT41 promoter is active), the expression of Lac Z was detected in the construct containing active T-variant 3A, while only very low levels of Lac Z expression were detected in the construct with the inactive T-variant Δ3A that lacks cleavage site or in the construct with only the upstream and downstream sequences (No T-variant 3A) in which the T-variant 3A has been deleted (Figure 4C), suggesting that LacZ expression is associated with the activity of the T-variant 3A. However, in the presence of thiamine when the NMT41 promoter is repressed, reduced levels of Lac Z expression were observed in the constructs containing active T-variant 3A, inactive T-variantΔ3A or No T-variant 3A, compared to the samples in the absence of thiamine (Figure 4C). These control results suggest that the expression of Lac Z is dependent on both the transcription and the activity of T-variant 3A. No Lac Z expression was observed in the control construct containing the unrelated HCV-IRES sequence in the presence or absence of thiamine (Figure 4C). To further investigate if T-variants have effects on downstream gene expression in general, constructs containing 5 genomic Perere-3 T-variant sequences were made and the LacZ expression measured. In each case LacZ expression of the additional sequences was observed. The LacZ expression in the constructs containing T-variants 1–5 and is comparable with that of T-variant 3A (Supplementary Table S4, Figure 4D).
These results indicate a relationship between the activity of T-variant 3A RNA and the LacZ expression in vivo. To further investigate the in vivo cleavage activity of the T-variant 3A, RNA was extracted from the strains expressing the active T-variant 3A and cleavage site deletion T-variant Δ3A RNAs. Real-time PCR experiment was performed to compare the amount of T-variant 3A mRNA and T-variant Δ3A mRNA by using cross cleavage site primer pairs (F1 + R1) (Figure 4B). The amount of LacZ mRNA was measured in each of the two constructs by primer pairs (F2 + R2) (Figure 4B). The results show that the amount of T-variant 3A mRNA is less than half (49%) of T-variant Δ3A mRNA, due to T-variant 3A mRNA in vivo cleavage activity that is not present in the T-variant Δ3A (Figure 4E). In contrast, similar amounts of LacZ mRNA were detected in cells with T-variant 3A mRNA or T-variant Δ3A mRNA using (F2 + R2) primer pairs (Figure 4E). Although similar amounts of LacZ mRNA were observed, the LacZ protein expression was still much higher in the T-variant 3A constructs in the reporter assay (Figure 4C). These results suggest that the expression of LacZ is dependent on whether the T-variant is cleaved. 5′RACE was further used to map the T-variant 3A cleavage site in vivo. The reverse primer P2 in the 5′RACE generated a fragment of 310 nt up to the transcription start site and the reverse primer P1 in the 5′RACE generates a fragment of 625 nt from the cleavage site for T-variant 3A in vivo (Figure 4B, F). The 5′RACE sequence (Figure 4G) revealed the cleavage site of the T-variant 3A in vivo to be the same as observed in vitro (Figure 3J). T-variant cleavage removes the 5′ end of the RNA including the 5′-cap but leaves the residual structured ribozyme. These results suggest that T-variant cleaves in vivo and that the cleaved T-variant is sufficient for the translation of its downstream genes, implying that cleavage of T-variants in S. mansoni is required for translation of APE/RT the key protein for Perere-3 retrotranspostion.
T-variant ribozyme activity and Perere-3 non-LTR retrotransposon element replication in S. mansoni
If T-variants function as ribozymes to process RNA in Perere-3 non-LTR retrotransposon elements in S. mansoni, as proposed in Figure 2H, two primary requirements have to be met. The T-variants and Perere-3 elements must be transcribed together into RNA, and the T-variants must subsequently cleave the transcribed RNA. To identify RNA transcripts for T-variants and Perere-3, we carried out a search in the Ensembl EST database that contains the assembled RNA transcripts in S. mansoni (ftp://ftp.ensemblgenomes.org/pub/metazoa/current/fasta/schistosoma_mansoni/cdna). The S. mansoni genome is 65% AT rich (50), promoter prediction identified a number of possible promotor sequences upstream of the T-variant sequences (71) (Supplementary table S5). The cDNA data in the Ensembl EST database confirms the transcription of active promoters in vivo. The results for representative transcript RNA sequences are shown in Figure 5A. The genomic locations of these RNA transcripts and the transcript IDs are shown in Figure 5B and C. These results reveal that there are indeed RNA transcripts for T-variants with Perere-3, suggesting that there is an active promoter upstream of the T-variants. In Perere-3 the APE/RT domain is a single ORF in S. mansoni (58).
For each sequence, TSDs are observed flanking the APE/RT/Perere-3 element, and the TSDs are directly adjacent to the T-variant cleavage site AA (Figure 5A, D). TSDs are a footprint for TPRT and evidence that retrotransposition of the Perere-3 element has taken place. Each TSD is generated by the insertion of double-stranded DNA that was synthesized from the cleaved T-variant RNA template. The observation that the TSDs are immediately next to the T-variant cleavage sites provides evidence that T-variant cleavage has taken place in vivo.
The TSD for each of the sequences is different, suggesting that insertion of the cleaved T-variant associated with Perere-3 is not site-specific (Figure 5A, D). Since the S. mansoni genome is AT rich, the insertion would be predicted to be more likely next to sequences with an A or T (50). Because the TSDs are located 5′ to the genomic position corresponding to the T-variant cleavage site in the RNA, they also form the P1 stem of the T-variant and the sequence composition of the P1 stem also affects the activity of the T-variants (Figure 3F, G, H, I and Supplementary Figure S7). Thus, the TSD sequence generated by T-variant/Perere-3 insertion is closely linked to the activity of the T-variant through the P1 stem (Figure 5D). TSD generation in the replication cycle is located in the position that corresponds to the 5′ end of P1 stem of T-variant. The P1 stem is formed by base paring of the 5′ and 3′ ends of the T-variant. Since the 3′ end of the P1 stem is imbedded within Perere-3, it remains unchanged during retrotransposition. However, 5′ TSD can generate variable sequences in the 5′ strand of the P1 stem. Changes in base-pairing between the variable 5′ strand and the unchanged 3′ strand of P1 may stabilise or destabilise P1, potentially enhancing or inhibiting T-variant cleavage (Figure 5D), which is consistent the T-variant activities observed in vitro (Figure 3F, G, H, I and Supplementary Figure S7). A T-variant/Perere-3 retrotransposition event that makes a TSD sequence and P1 stem that generates an active T-variant would enable Perere-3 to remain active during the replication cycle (Figure 5D). In contrast, a T-variant/Perere-3 retrotransposition that generates a TSD that leads to a loss of T-variant activity would potentially impact Perere-3 replication through effects on downstream gene expression as seen in the reporter assays (Figure 4). Therefore, the dependence of T-variant activity on the insertion site (by TSD) through retrotransposition is linked to the activity of Perere-3 during its replication cycle.
The proposed model in Figure 5D explains the function of the T-variant in the Perere-3 replication based on these results. If the proposed model is reasonable, the distances between the T-variant and the AUG of the Perere-3 elements are expected to be similar. The distances between the T-variant and the AUG of all 345 Perere-3 elements was analysed manually. For the majority of the Perere-3 elements (∼306 out of 345 with RT domain), the distance between the T-variant and the reported AUG is ∼147 nt (211 sequences) and there are 95 sequences with distances ∼112 nt (T-variant to predicted AUG I). There are small numbers of other distances (Supplementary Table S6). The average and mean distances between T-variant and the AUG are shown in (Supplementary Table S6). The distances between the T-variants and the AUG naturally falls into two main groups (Supplementary Table S6), supporting the notion that within each group the proposed model explains the function of the T-variant in Perere-3 replication.
DISCUSSION
Here, we have identified over 800 T-variant sequences (Figure 1) and investigated their potential function in S. Mansoni. Several lines of evidence point to an important functional role for T-variant ribozymes in the non-LTR retrotransposon replication cycle: (1) The genomic location of T-variant ribozyme is upstream of the Perere-3 retrotransposon element containing APE/RT domains (Figures 2A-G and 5). (2) T-variant ribozymes were shown to be active in vitro and in vivo (Figures 3 and 4). (3) Reporter assays show that T-variant cleavage is required for translation of the downstream gene (Figure 4). (4) T-variants and Perere-3 are cotranscribed in S. Mansoni (Figure 5A). TSDs are generated by the repair of the intermediates of retrotransposon DNA insertion in the final integration step and are therefore evidence of retrotransposon insertion (53,89). TSDs flank the inserted retrotransposons of T-variant sequences (Figures 5A, 2A, B) and are positioned right next to the T-variant cleavage sites, suggesting T-variant cleavage in vivo and active ribozyme sequences were involved in successful Perere-3 retrotransposition. Differences in TSDs suggest that Perere-3 transposition is not site-specific. The TSDs contribute to the 5′ P1 stem of the T-variants and may effect T-variant structure and function which can in turn impact Perere-3 transposition. Together this evidence suggests a function for the T-variants in Perere-3 retrotransposon replication (Figure 5D).
An understanding of the RNA template that is involved in reverse transcription is required for dissection of retrotransposon integration reaction. There are similarities and differences between the Perere-3 LINE retrotransposon in S. Mansoni and the well characterized R2 LINEs from Drosophila melanogaster and Bombyx mori retrotransposon. The R2 LINEs encode a restriction enzyme-like endonuclease, that directs LINE insertion to a precise position in 28S rRNA genes (90,91). Analysis of 28S rRNA/R2 co-transcripts identified that the 5′ junction of the inserted R2 element contained small deletions suggesting that R2 element insertion was dependent on 5′ processing of the R2 RNA (62,63). In vitro transcription experiments showed that the exact 5′ junction between the 28S rRNA and the R2 RNA mapped to the cleavage site of an embedded self-cleaving ribozyme that was similar to the previously characterized hepatitis delta virus (HDV) ribozyme (61,64,65). For R2 LINES the ribozyme cleavage contributes to processing of the 5′ end of the inserted transcript (65). A clear parallel between the Perere-3 and R2 classes of retroelements is that they each incorporate an efficient 5′-ribozyme; the Twister ribozyme variants in Perere-3 (S. mansoni) and the HDV-like ribozyme in the R2 elements. In contrast to the R2 elements, that have a specific target site in the 28SrRNA gene (62,92), the Perere-3 LINEs encode an APE endonuclease which leads to non-specific retrotransposon insertion and consequent TSD. The inserted Perere-3 retrotransposon retains the active 5′-AA ribozyme and generates a new P1 substrate strand in the TSD, the presence of the inserted T-variants adjacent to the TSDs are indicative of the insertion of a cleaved T-variant. Compared to the limited number of R2 element target sites, there are a greater variety of Perere-3 target sites (38,56). Like the R2 elements, Perere-3 appears to be transcribed from host promoters, RNA Pol I for the R2 elements and RNA Pol II for Perere-3 (23). In reporter strains both ribozymes appear to effect downstream reporter gene expression in vivo (65) (Figure 4). Interestingly, for Perere-3, although T-variant cleavage would be predicted to excise the 5′ methyl-guanosine cap, the expression of downstream genes, is comparable to previously characterized structured UTRs in similar constructs (73,74), suggesting that in reporter strains, the residual cleaved twister ribozyme is sufficient for effective ribosome recruitment and translation of the downstream gene. The cleaved ribozyme would be predicted to retain its tertiary fold (79). Although both Perere-3 and R2 retrotransposons encode characteristic endonuclease and reverse transcriptases, the positions of the endonuclease domains relative to the reverse transcriptase are inverted (38,56).
It is noteworthy that the inactive T-variants (0–1A) (Figure 3A) lack TSDs and such retrotransposon RNAs would be predicted to be deficient in ribozyme dependent RNA maturation. The non-self-cleaving T-variant (0–1A) retrotransposon RNA’s may use a different mechanism for RNA maturation, and/or, retrotransposon integration may incorporate upstream host RNA sequences. Alternatively, the loss of ribozyme activity may reduce the efficiency of transposition, rendering them inactive. Such a loss of activity would represent the end-point of the retrotransposon replication cycle and we note that, to preserve genomic integrity, the majority of genomic transposons are no longer active (93). Inactive T-variant (0–1A) ribozymes may be generated by inaccurate reverse transcription of the 5′ end of the self-cleaved retrotransposon RNA or by mis-repair of the inserted top-strand intermediate.
For each T-variant the local environment at each scissile bond varies, and these differences are reflected in the contrasting cleavage rates observed for each T-variant in comparison with the well characterized and efficient N. vitripennis twister ribozyme in Figure 4. Due to these differences, each individual T-variant ribozyme can be regarded as a novel sub-class of ribozyme that will require further analysis and optimization. It may well be the case that in vivo cellular conditions further modulate the activity of these novel ribozymes (72,94).
The transcriptome profile of the six developmental stages (egg, miracidia, sporocysts, cercaria, schistosomula and adult) of S. mansoni from RNA-seq data is available (50–52,95,96). The transcriptome data for each stage comes from different sources, and cannot be quantitatively compared. However, the data can indicate if a transcript is present or not. The transcription levels of four examples of T-variant/Perere-3 in all the development stages of S. mansoni are shown in Supplementary Table S7. Transcription of T-variant/Perere-3 between the different developmental stages can be seen to be discontinuous. The function of T-variant/Perere-3 in the S. mansoni developmental stages requires further investigation.
Here, we have shown that embedded T-variant ribozymes are an integral component of Perere-3, an abundant retrotransposon in S. mansoni, and that the T-variants also associate with other reverse transcriptase domains. Suggesting that T-variants may have a wider role in retrotransposition in S. mansoni.
DATA AVAILABILITY
The supporting data for this manuscript are available as supplementary data.
Supplementary Material
ACKNOWLEDGEMENTS
We thank members of the Murchie lab for discussion.
Contributor Information
Getong Liu, Fudan University Pudong Medical Center, and Institutes of Biomedical Sciences, Shanghai Medical College, Key Laboratory of Medical Epigenetics and Metabolism, Fudan University, Shanghai 200032, China; Key Laboratory of Metabolism and Molecular Medicine, Ministry of Education, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China.
Hengyi Jiang, Fudan University Pudong Medical Center, and Institutes of Biomedical Sciences, Shanghai Medical College, Key Laboratory of Medical Epigenetics and Metabolism, Fudan University, Shanghai 200032, China; Key Laboratory of Metabolism and Molecular Medicine, Ministry of Education, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China.
Wenxia Sun, Fudan University Pudong Medical Center, and Institutes of Biomedical Sciences, Shanghai Medical College, Key Laboratory of Medical Epigenetics and Metabolism, Fudan University, Shanghai 200032, China; Key Laboratory of Metabolism and Molecular Medicine, Ministry of Education, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China.
Jun Zhang, Fudan University Pudong Medical Center, and Institutes of Biomedical Sciences, Shanghai Medical College, Key Laboratory of Medical Epigenetics and Metabolism, Fudan University, Shanghai 200032, China; Key Laboratory of Metabolism and Molecular Medicine, Ministry of Education, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China.
Dongrong Chen, Fudan University Pudong Medical Center, and Institutes of Biomedical Sciences, Shanghai Medical College, Key Laboratory of Medical Epigenetics and Metabolism, Fudan University, Shanghai 200032, China; Key Laboratory of Metabolism and Molecular Medicine, Ministry of Education, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China.
Alastair I H Murchie, Fudan University Pudong Medical Center, and Institutes of Biomedical Sciences, Shanghai Medical College, Key Laboratory of Medical Epigenetics and Metabolism, Fudan University, Shanghai 200032, China; Key Laboratory of Metabolism and Molecular Medicine, Ministry of Education, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China.
SUPPLEMENTARY DATA
Supplementary Data are available at NAR Online.
FUNDING
National Key R&D Program of China [2016YFA0500604] and Natural Science Foundation [31420103907, 31770873, 31330022], to A.M.; Natural Science Foundation [31370107 to D.C., 31470777]. Funding for open access charge: Laboratory publication fund.
Conflict of interest statement. None declared.
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