Detection of Retrotransposition Activity of Hot LINE-1s by Long-Distance Inverse PCR.

Long interspersed nuclear elements 1 (LINE-1s) are the only family of mobile genetic elements in the human genome that can move autonomously. They do so by a process called retrotransposition wherein they transcribe to form an mRNA intermediate which is then consequently inserted into the genome by reverse transcription. Despite being silent in normal cells, LINE-1s are highly active in different epithelial tumors. De novo LINE-1 insertions can potentially drive tumorigenesis, and hence it is important to systematically study LINE-1 retrotransposition in cancer. Out of ~150 retrotransposition-competent LINE-1s present in the human genome, only a handful of LINE-1 loci, also referred to as "hot" LINE-1s, account for the majority of de novo LINE-1 insertion in different cancer types. We have developed a simple polymerase chain reaction (PCR)-based method to monitor retrotransposition activity of these hot LINE-1s. This method, based on long-distance inverse (LDI)-PCR, takes advantage of 3´ transduction, a mechanism by which a LINE-1 mobilizes its flanking non-repetitive region, which can subsequently be used to identify de novo LINE-1 3´ transduction events stemming from a particular hot LINE-1.

Human SAMHD1 restricts the xenotransplantation relevant porcine endogenous retrovirus (PERV) in non-dividing cells.

The release of porcine endogenous retrovirus (PERV) particles from pig cells is a potential risk factor during xenotransplantation by way of productively infecting the human transplant recipient. Potential countermeasures against PERV replication are restriction factors that block retroviral replication. SAMHD1 is a triphosphohydrolase that depletes the cellular pool of dNTPs in non-cycling cells starving retroviral reverse transcription. We investigated the antiviral activity of human SAMHD1 against PERV and found that SAMHD1 potently restricts its reverse transcription in human monocytes, monocyte-derived dendritic cells (MDDC), or macrophages (MDM) and in monocytic THP-1 cells. Degradation of SAMHD1 by SIVmac Vpx or CRISPR/Cas9 knock-out of SAMHD1 allowed for PERV reverse transcription. Addition of deoxynucleosides alleviated the SAMHD1-mediated restriction suggesting that SAMHD1-mediated degradation of dNTPs restricts PERV replication in these human immune cells. In conclusion, our findings highlight SAMHD1 as a potential barrier to PERV transmission from pig transplants to human recipients during xenotransplantation.

N6-methyladenosine modification of hepatitis B virus RNA differentially regulates the viral life cycle.

N6-methyladenosine (m6A) RNA methylation is the most abundant epitranscriptomic modification of eukaryotic messenger RNAs (mRNAs). Previous reports have found m6A on both cellular and viral transcripts and defined its role in regulating numerous biological processes, including viral infection. Here, we show that m6A and its associated machinery regulate the life cycle of hepatitis B virus (HBV). HBV is a DNA virus that completes its life cycle via an RNA intermediate, termed pregenomic RNA (pgRNA). Silencing of enzymes that catalyze the addition of m6A to RNA resulted in increased HBV protein expression, but overall reduced reverse transcription of the pgRNA. We mapped the m6A site in the HBV RNA and found that a conserved m6A consensus motif situated within the epsilon stem loop structure, is the site for m6A modification. The epsilon stem loop is located in the 3' terminus of all HBV mRNAs and at both the 5' and 3' termini of the pgRNA. Mutational analysis of the identified m6A site in the 5' epsilon stem loop of pgRNA revealed that m6A at this site is required for efficient reverse transcription of pgRNA, while m6A methylation of the 3' epsilon stem loop results in destabilization of all HBV transcripts, suggesting that m6A has dual regulatory function for HBV RNA. Overall, this study reveals molecular insights into how m6A regulates HBV gene expression and reverse transcription, leading to an increased level of understanding of the HBV life cycle.

The Retrovirus Capsid Core.

The retrovirus capsid core is a metastable structure that disassembles during the early phase of viral infection after membrane fusion. The core is intact and permeable to essential nucleotides during reverse transcription, but it undergoes disassembly for nuclear entry and genome integration. Increasing or decreasing the stability of the capsid core has a substantial negative impact on virus infectivity, which makes the core an attractive anti-viral target. The retrovirus capsid core also encounters a variety of virus- and organism-specific host cellular factors that promote or restrict viral replication. This review describes the structural elements fundamental to the formation and stability of the capsid core. The physical and chemical properties of the capsid core that are critical to its functional role in reverse transcription and interaction with host cellular factors are highlighted to emphasize areas of current research.

A structure-based mechanism for tRNA and retroviral RNA remodelling during primer annealing.

To prime reverse transcription, retroviruses require annealing of a transfer RNA molecule to the U5 primer binding site (U5-PBS) region of the viral genome. The residues essential for primer annealing are initially locked in intramolecular interactions; hence, annealing requires the chaperone activity of the retroviral nucleocapsid (NC) protein to facilitate structural rearrangements. Here we show that, unlike classical chaperones, the Moloney murine leukaemia virus NC uses a unique mechanism for remodelling: it specifically targets multiple structured regions in both the U5-PBS and tRNA(Pro) primer that otherwise sequester residues necessary for annealing. This high-specificity and high-affinity binding by NC consequently liberates these sequestered residues--which are exactly complementary--for intermolecular interactions. Furthermore, NC utilizes a step-wise, entropy-driven mechanism to trigger both residue-specific destabilization and residue-specific release. Our structures of NC bound to U5-PBS and tRNA(Pro) reveal the structure-based mechanism for retroviral primer annealing and provide insights as to how ATP-independent chaperones can target specific RNAs amidst the cellular milieu of non-target RNAs.

Mouse knockout models for HIV-1 restriction factors.

Infection of cells with human immunodeficiency virus 1 (HIV-1) is controlled by restriction factors, host proteins that counteract a variety of steps in the life cycle of this lentivirus. These include SAMHD1, APOBEC3G and tetherin, which block reverse transcription, hypermutate viral DNA and prevent progeny virus release, respectively. These and other HIV-1 restriction factors are conserved and have clear orthologues in the mouse. This review summarises studies in knockout mice lacking HIV-1 restriction factors. In vivo experiments in such animals have not only validated in vitro data obtained from cultured cells, but have also revealed new findings about the biology of these proteins. Indeed, genetic ablation of HIV-1 restriction factors in the mouse has provided evidence that restriction factors control retroviruses and other viruses in vivo and has led to new insights into the mechanisms by which these proteins counteract infection. For example, in vivo experiments in knockout mice demonstrate that virus control exerted by restriction factors can shape adaptive immune responses. Moreover, the availability of animals lacking restriction factors opens the possibility to study the function of these proteins in other contexts such as autoimmunity and cancer. Further in vivo studies of more recently identified HIV-1 restriction factors in gene targeted mice are, therefore, justified.

SAMHD1-dependent retroviral control and escape in mice.

SAMHD1 is a host restriction factor for human immunodeficiency virus 1 (HIV-1) in cultured human cells. SAMHD1 mutations cause autoimmune Aicardi-Goutières syndrome and are found in cancers including chronic lymphocytic leukaemia. SAMHD1 is a triphosphohydrolase that depletes the cellular pool of deoxynucleoside triphosphates, thereby preventing reverse transcription of retroviral genomes. However, in vivo evidence for SAMHD1's antiviral activity has been lacking. We generated Samhd1 null mice that do not develop autoimmune disease despite displaying a type I interferon signature in spleen, macrophages and fibroblasts. Samhd1(-/-) cells have elevated deoxynucleoside triphosphate (dNTP) levels but, surprisingly, SAMHD1 deficiency did not lead to increased infection with VSV-G-pseudotyped HIV-1 vectors. The lack of restriction is likely attributable to the fact that dNTP concentrations in SAMHD1-sufficient mouse cells are higher than the KM of HIV-1 reverse transcriptase (RT). Consistent with this notion, an HIV-1 vector mutant bearing an RT with lower affinity for dNTPs was sensitive to SAMHD1-dependent restriction in cultured cells and in mice. This shows that SAMHD1 can restrict lentiviruses in vivo and that nucleotide starvation is an evolutionarily conserved antiviral mechanism.

Murine leukemia virus glycosylated Gag blocks apolipoprotein B editing complex 3 and cytosolic sensor access to the reverse transcription complex.

Pathogenic retroviruses have evolved multiple means for evading host restriction factors such as apolipoprotein B editing complex (APOBEC3) proteins. Here, we show that murine leukemia virus (MLV) has a unique means of counteracting APOBEC3 and other cytosolic sensors of viral nucleic acid. Using virus isolated from infected WT and APOBEC3 KO mice, we demonstrate that the MLV glycosylated Gag protein (glyco-Gag) enhances viral core stability. Moreover, in vitro endogenous reverse transcription reactions of the glyco-Gag mutant virus were substantially inhibited compared with WT virus, but only in the presence of APOBEC3. Thus, glyco-Gag rendered the reverse transcription complex in the viral core resistant to APOBEC3. Glyco-Gag in the virion also rendered MLV resistant to other cytosolic sensors of viral reverse transcription products in newly infected cells. Strikingly, glyco-Gag mutant virus reverted to glyco-Gag-containing virus only in WT and not APOBEC3 KO mice, indicating that counteracting APOBEC3 is the major function of glyco-Gag. Thus, in contrast to the HIV viral infectivity factor protein, which prevents APOBEC3 packaging in the virion, the MLV glyco-Gag protein uses a unique mechanism to counteract the antiviral action of APOBEC3 in vivo--namely, protecting the reverse transcription complex in viral cores from APOBEC3. These data suggest that capsid integrity may play a critical role in virus resistance to intrinsic cellular antiviral resistance factors that act at the early stages of infection.

MoMuLV and HIV-1 nucleocapsid proteins have a common role in genomic RNA packaging but different in late reverse transcription.

Retroviral nucleocapsid proteins harbor nucleic acid chaperoning activities that mostly rely on the N-terminal basic residues and the CCHC zinc finger motif. Such chaperoning is essential for virus replication, notably for genomic RNA selection and packaging in virions, and for reverse transcription of genomic RNA into DNA. Recent data revealed that HIV-1 nucleocapsid restricts reverse transcription during virus assembly--a process called late reverse transcription--suggesting a regulation between RNA packaging and late reverse transcription. Indeed, mutating the HIV-1 nucleocapsid basic residues or the two zinc fingers caused a reduction in RNA incorporated and an increase in newly made viral DNA in the mutant virions. MoMuLV nucleocapsid has an N-terminal basic region similar to HIV-1 nucleocapsid but a unique zinc finger. This prompted us to investigate whether the N-terminal basic residues and the zinc finger of MoMuLV and HIV-1 nucleocapsids play a similar role in genomic RNA packaging and late reverse transcription. To this end, we analyzed the genomic RNA and viral DNA contents of virions produced by cells transfected with MoMuLV molecular clones where the zinc finger was mutated or completely deleted or with a deletion of the N-terminal basic residues of nucleocapsid. All mutant virions showed a strong defect in genomic RNA content indicating that the basic residues and zinc finger are important for genomic RNA packaging. In contrast to HIV-1 nucleocapsid-mutants, the level of viral DNA in mutant MoMuLV virions was only slightly increased. These results confirm that the N-terminal basic residues and zinc finger of MoMuLV nucleocapsid are critical for genomic RNA packaging but, in contrast to HIV-1 nucleocapsid, they most probably do not play a role in the control of late reverse transcription. In addition, these results suggest that virus formation and late reverse transcription proceed according to distinct mechanisms for MuLV and HIV-1.

Identification of residues in the C-terminal domain of HIV-1 integrase that mediate binding to the transportin-SR2 protein.

Transportin-SR2 (TRN-SR2 and TNPO3) is a cellular cofactor of HIV replication that has been implicated in the nuclear import of HIV. TRN-SR2 was originally identified in a yeast two-hybrid screen as an interaction partner of HIV integrase (IN) and in two independent siRNA screens as a cofactor of viral replication. We have now studied the interaction of TRN-SR2 and HIV IN in molecular detail and identified the TRN-SR2 interacting regions of IN. A weak interaction with the catalytic core domain (CCD) and a strong interaction with the C-terminal domain (CTD) of IN were detected. By dissecting the catalytic core domain (CCD) of IN into short structural fragments, we identified a peptide (INIP(1), amino acids (170)EHLKTAVQMAVFIHNFKRKGGI(191)) retaining the ability to interact with TRN-SR2. By dissecting the C-terminal domain (CTD) of IN, we could identify two interacting peptides (amino acids (214)QKQITKIQNFRVYYR(228) and (262)RRKVKIIRDYGK(273)) that come together in the CTD tertiary structure to form an exposed antiparallel ß-sheet. Through site-specific mutagenesis, we defined the following sets of amino acids in IN as important for the interaction with TRN-SR2: Phe-185/Lys-186/Arg-187/Lys-188 in the CCD and Arg-262/Arg-263/Lys-264 and Lys-266/Arg-269 in the CTD. An HIV-1 strain carrying K266A/R269A in IN was replication-defective due to a block in reverse transcription, confounding the study of nuclear import. Insight into the IN/TRN-SR2 interaction interface is necessary to guide drug discovery efforts targeting the nuclear entry step of replication.

Frequent incorporation of ribonucleotides during HIV-1 reverse transcription and their attenuated repair in macrophages.

Macrophages are well known long-lived reservoirs of HIV-1. Unlike activated CD4(+) T cells, this nondividing HIV-1 target cell type contains a very low level of the deoxynucleoside triphosphates (dNTPs) required for proviral DNA synthesis whereas the ribonucleoside triphosphate (rNTP) levels remain in the millimolar range, resulting in an extremely low dNTP/rNTP ratio. Biochemical simulations demonstrate that HIV-1 reverse transcriptase (RT) efficiently incorporates ribonucleoside monophosphates (rNMPs) during DNA synthesis at this ratio, predicting frequent rNMP incorporation by the virus specifically in macrophages. Indeed, HIV-1 RT incorporates rNMPs at a remarkable rate of 1/146 nucleotides during macrophage infection. This greatly exceeds known rates for cellular replicative polymerases. In contrast, little or no rNMP incorporation is detected in CD4(+) T cells. Repair of these rNMP lesions is also substantially delayed in macrophages compared with CD4(+) T cells. Single rNMPs embedded in a DNA template are known to induce cellular DNA polymerase pausing, which mechanistically contributes to mutation synthesis. Indeed, we also observed that embedded rNMPs in a dsDNA template also induce HIV-1 RT DNA synthesis pausing. Moreover, unrepaired rNMPs incorporated into the provirus during HIV-1 reverse transcription would be generally mutagenic as was shown in Saccharomyces cerevisiae. Most importantly, the frequent incorporation of rNMPs makes them an ideal candidate for development of a new class of HIV RT inhibitors.

Mesenchymal-specific inhibition of vascular endothelial growth factor (VEGF) attenuates growth in neonatal mice.

BACKGROUND: Vascular endothelial growth factor (VEGF) is a key mediator of angiogenesis and vasculogenesis. However, the role of VEGF in the regulation of neonatal mouse development is not completely defined. We sought to determine the effect of VEGF inhibition on the development of the neonatal mouse using a transgenic approach. MATERIALS AND METHODS: We generated triple transgenic mice that express the soluble VEGF receptor, (sFlt-1), specifically in the mesenchyme (dermo-1(Cre)- tetracycline reverse transcriptional activator (rtTA)(flox/flox)-tet(0)-sflt-1). Mothers of the pups (transgenic and littermate controls) were fed doxycycline chow at birth for transgene activation via breast milk, and the pups were sacrificed at various time points. To test reversibility of the phenotype, mice from both groups (n = 6) were switched to normal chow at P50 and monthly weights were measured for 9 mo. RESULTS: Dermo-1(Cre)-rtTA(flox/flox)-tet(0)-sflt-1 mice were smaller compared with littermate controls at P21. There was a significant reduction in tissue VEGF levels following sFlt-1 expression. The rate of growth was reduced but did not impact overall survival after 1 y. A significant reduction in organ size as a percentage body weight was seen in the kidney and stomach, whereas the weight of the colon and spleen were relatively increased; however, no gross histologic difference was observed. After 6 mo on normal diet, the dermo-1(Cre)-rtTA(flox/flox)-tet(0)-sflt-1 mouse's weight doubled, indicating reversibility of phenotype. CONCLUSION: Mesenchymal-specific inhibition of VEGF in neonatal mice results in a severe but reversible arrest in somatic growth that does not affect overall survival at 1 yr. This mouse is a useful tool to test the function of VEGF in somatic growth.

Abundant non-canonical dUTP found in primary human macrophages drives its frequent incorporation by HIV-1 reverse transcriptase.

Terminally differentiated/non-dividing macrophages contain extremely low cellular dNTP concentrations (20-40 nm), compared with activated CD4(+) T cells (2-5 µm). However, our LC-MS/MS study revealed that the non-canonical dUTP concentration (2.9 µm) is ∼60 times higher than TTP in macrophages, whereas the concentrations of dUTP and TTP in dividing human primary lymphocytes are very similar. Specifically, we evaluated the contribution of HIV-1 reverse transcriptase to proviral DNA uracilation under the physiological conditions found in HIV-1 target cells. Indeed, biochemical simulation of HIV-1 reverse transcription demonstrates that HIV-1 RT efficiently incorporates dUTP in the macrophage nucleotide pools but not in the T cell nucleotide pools. Measurement of both pre-steady state and steady state kinetic parameters of dUTP incorporation reveals minimal selectivity of HIV-1 RT for TTP over dUTP, implying that the cellular dUTP/TTP ratio determines the frequency of HIV-1 RT-mediated dUTP incorporation. The RT of another lentivirus, simian immunodeficiency virus, also displays efficient dUTP incorporation in the dNTP/dUTP pools found in macrophages but not in T cells. Finally, 2',3'-dideoxyuridine was inhibitory to HIV-1 proviral DNA synthesis in macrophages but not in T cells. The data presented demonstrates that the non-canonical dUTP was abundant relative to TTP, and efficiently incorporated during HIV-1 reverse transcription, particularly in non-dividing macrophages.

Function of a retrotransposon nucleocapsid protein.

Long terminal repeat (LTR) retrotransposons are not only the ancient predecessors of retroviruses, but they constitute significant fractions of the genomes of many eukaryotic species. Studies of their structure and function are motivated by opportunities to gain insight into common functions of retroviruses and retrotransposons, diverse mechanisms of intracellular genomic mobility, and host factors that diminish or enhance retrotransposition. This review focuses on the nucleocapsid (NC) protein of a Saccharomyces cerevisiae LTR retrotransposon, the metavirus, Ty3. Retrovirus NC promotes genomic (g)RNA dimerization and packaging, tRNA primer annealing, reverse transcription strand transfers, and host protein interactions with gRNA. Studies of Ty3 NC have revealed key roles for Ty3 NC in formation of retroelement assembly sites (retrosomes), and in chaperoning primer tRNA to both dimerize and circularize Ty3 gRNA. We speculate that Ty3 NC, together with P-body and stress-granule proteins, plays a role in transitioning Ty3 RNA from translation template to gRNA, and that interactions between the acidic spacer domain of Ty3 Gag3 and the adjacent basic NC domain control condensation of the virus-like particle.

When is it time for reverse transcription to start and go?

Upon cell infection by a retrovirus, the viral DNA polymerase, called reverse transcriptase (RT), copies the genomic RNA to generate the proviral DNA flanked by two long terminal repeats (LTR). A discovery twenty years ago demonstrated that the structural viral nucleocapsid protein (NC) encoded by Gag is an essential cofactor of reverse transcription, chaperoning RT during viral DNA synthesis. However, it is only recently that NC was found to exert a control on the timing of reverse transcription, in a spatio-temporal manner. This brief review summarizes findings on the timing of reverse transcription in wild type HIV-1 and in nucleopcapsid (NC) mutants where virions contain a large amount of newly made viral DNA. This brief review also proposes some explanations of how NC may control late reverse transcription during Gag assembly in virus producer cells.

The effect of body weight on altered expression of nuclear receptors and cyclooxygenase-2 in human colorectal cancers.

BACKGROUND: Epidemiological studies on risk factors for colorectal cancer (CRC) have mainly focused on diet, and being overweight is now recognized to contribute significantly to CRC risk. Overweight and obesity are defined as an excess of adipose tissue mass and are associated with disorders in lipid metabolism. Peroxisome proliferator-activated receptors (PPARs) and retinoid-activated receptors (RARs and RXRs) are important modulators of lipid metabolism and cellular homeostasis. Alterations in expression and activity of these ligand-activated transcription factors might be involved in obesity-associated diseases, which include CRC. Cyclooxygenase-2 (COX-2) also plays a critical role in lipid metabolism and alterations in COX-2 expression have already been associated with unfavourable clinical outcomes in epithelial tumors. The objective of this study is to examine the hypothesis questioning the relationship between alterations in the expression of nuclear receptors and COX-2 and the weight status among male subjects with CRC. METHOD: The mRNA expression of the different nuclear receptor subtypes and of COX-2 was measured in 20 resected samples of CRC and paired non-tumor tissues. The association between expression patterns and weight status defined as a body mass index (BMI) was statistically analyzed. RESULTS: No changes were observed in PPAR gamma mRNA expression while the expression of PPAR delta, retinoid-activated receptors and COX-2 were significantly increased in cancer tissues compared to normal colon mucosa (P or= 25) compared to subjects with healthy BMI (P = 0.002). CONCLUSION: Our findings show that alterations in the pattern of nuclear receptor expression observed in CRC do not appear to be correlated with patient weight status. However, the analysis of COX-2 expression in normal colon mucosa from subjects with a high BMI suggests that COX-2 deregulation might be driven by excess weight during the colon carcinogenesis process.

Onconase action on tRNA(Lys3), the primer for HIV-1 reverse transcription.

Onconase, a cytotoxic and antitumor RNase inhibits viral replication in chronically HIV-1-infected human cells under sub lethal concentrations. Cellular tRNA has been implicated as the target for onconase action. We have recently shown that onconase cleaves selectively at GG residues in the UGG context in the variable loop and D-arm of the tRNA substrates. We therefore examined onconase cleavage specificity in in vitro transcribed tRNA(Lys3), which is the primer for HIV-1 reverse transcription but does not have UGG anywhere in its sequence. Onconase was found to cleave tRNA(Lys3) predominantly at the GG residues in the GGG triplet present in the variable loop. Mutations at this site did not effect onconase cleavages. Interestingly thus, onconase seems to cleave predominantly in the variable loop of tRNA(Lys3) regardless of the sequence context implying possible contribution of even structural determinants for its selective cleavages.

Deamination-independent inhibition of hepatitis B virus reverse transcription by APOBEC3G.

The APOBEC3 family of mammalian cytidine deaminases, including APOBEC3G (A3G), has been shown to function as innate antiviral factors against retroviruses and can also suppress the replication of the hepatitis B virus (HBV). The mechanism by which A3G inhibits HBV replication remains to be elucidated. In this study, we show that the inhibitory effect of APOBEC3 proteins on HBV replication was mainly at the DNA level, with only a minor effect on viral RNA packaging. The anti-HBV effect of A3G was independent of the DNA-editing function, and the mode of inhibition was not due to HBV DNA degradation. The editing-independent antiviral activity of A3G could target DNA-RNA hybrids as well as single-stranded DNA. Finally, we show that there was a preferential decrease in the accumulation of longer minus-strand DNA by A3G, compared to the shorter minus-strand DNA, and suggest that A3G exerts its inhibitory effect at very early stages during viral reverse transcription.

Mutations in the catalytic core or the C-terminus of murine leukemia virus (MLV) integrase disrupt virion infectivity and exert diverse effects on reverse transcription.

Understanding of the structures and functions of the retroviral integrase (IN), a key enzyme in the viral replication cycle, is essential for developing antiretroviral treatments and facilitating the development of safer gene therapy vehicles. Thus, four MLV IN-mutants were constructed in the context of a retroviral vector system, harbouring either a substitution in the catalytic centre, deletions in the C-terminus, or combinations of both modifications. IN-mutants were tested for their performance in different stages of the viral replication cycle: RNA-packaging; RT-activity; transient and stable infection efficiency; dynamics of reverse transcription and nuclear entry. All mutant vectors packaged viral RNA with wild-type efficiencies and displayed only slight reductions in RT-activity. Deletion of either the IN C-terminus alone, or in addition to part of the catalytic domain exerted contrasting effects on intracellular viral DNA levels, implying that IN influences reverse transcription in more than one direction.

Computational analyses show A-to-G mutations correlate with nascent mRNA hairpins at somatic hypermutation hotspots.

Activation-induced cytidine deaminase (AID) initiates Phase I somatic hypermutation (SHM) of antibody genes by deaminating deoxy-cytosine to deoxy-uracil (C-to-U). These lesions trigger Phase II, a poorly understood process of error-prone repair targeting A-T pairs by DNA polymerase eta (Pol eta). Since Pol eta is also a reverse transcriptase, Phase II could involve copying off RNA as well as DNA templates. We explore this idea further since in an RNA-based pathway it is conceivable that adenosine-to-inosine (A-to-I) RNA editing causes A-to-G transitions since I like G pairs with C. Adenosine deaminases (ADARs) are known to preferentially edit A nucleotides that are preceded by an A or U (W) in double-stranded RNA substrates. On this assumption and using a theoretical bioinformatics approach we show that a significant and specific correlation (P<0.002) exists between the frequency of WA-to-WG mutations and the number of mRNA hairpins that could potentially form at the mutation site. This implies roles for both RNA editing and reverse transcription during SHM in vivo and suggests definitive genetic experiments targeting the appropriate ADAR1 isoform (gammaINF-ADAR1) and/or Ig pre-mRNA templates.