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PubMed2026

A sequence motif enables widespread use of noncanonical redox cofactors in natural enzymes.

Noncanonical redox cofactors (NRCs) are low-cost alternatives to the natural redox cofactors nicotinamide adenine dinucleotide (NAD+) and nicotinamide adenine dinucleotide phosphate (NADP+) for biomanufacturing, offering exquisite electron-delivery control, yet their adoption is limited by the scarcity of compatible enzymes. Screening the aldehyde dehydrogenase (ALDH) family, we identified a conserved RH/QxxR motif that enables widespread NRC activity among natural enzymes. Bos taurus ALDH3a1 exhibits unprecedented turnover with nicotinamide mononucleotide (NMN+), with kcat values exceeding NAD+ and surpassing most engineered NRC-active enzymes by 10-105-fold. Structural analyses reveal that this motif reinforces cofactor positioning and preorganizes the active site independently of the NAD+ adenosine monophosphate moiety. This motif supports activity across simple-synthetic NRCs such as 1-(2-carbamoylmethyl)nicotinamide and, when introduced into diverse ALDH scaffolds, enhances NMN+ activity up to 60-fold. These findings elucidate nature's solution to engineering NRC-active enzymes and offer a blueprint to mine latent evolutionary plasticity in natural enzymes that serve as superior engineering starting points.

Journal Article↗
PubMed2025

Ebola virus VP35 NNLNS motif modulates viral RNA synthesis and MIB2-mediated signaling.

Ebola virus (EBOV) is a nonsegmented, negative-sense virus (NNSV) with a single-stranded RNA genome. EBOV encodes for a limited number of proteins and thus depends on host factors to facilitate viral replication and pathogenesis. Of the virus-encoded proteins, multifunctional EBOV VP35 (eVP35) is necessary for host immune evasion and viral RNA synthesis. Previous proteomics studies identified an interaction between eVP35 and the host E3 ubiquitin ligase Mindbomb 2 (MIB2). Here, we show how an NNLNS (Asn-Asn-Leu-Asn-Ser) motif (residues 201 to 205) within eVP35 serves as a binding site for MIB2. This motif is critical for eVP35-dependent inhibition of MIB2-mediated interferon induction. It is also important for EBOV RNA synthesis as MIB2 binding to eVP35 inhibited EBOV minigenome activity. Altogether, these findings highlight the importance of the eVP35 protein and the role of host factors in EBOV infection.

Ebolavirus↗
PubMed2026

SLE-Associated rs2295613(A) Allele Strengthens a Predicted c-MYC Motif and Enhances SLAMF1 Promoter Reporter Activity in B Cells.

SLAMF1 encodes CD150, an immunoregulatory receptor involved in lymphocyte activation, T-B-cell interactions, and humoral immune responses. The SLAMF1 promoter polymorphism rs2295613(G>A) was previously associated with systemic lupus erythematosus (SLE) susceptibility in a Chinese case-control cohort. Here, we investigated the regulatory activity of rs2295613 in the transformed B-cell lines Raji and MP1 and in primary human CD19+ B cells. The rs2295613(A)-containing reporter showed higher promoter activity than the rs2295613(G)-containing reporter in all three cellular systems. Bioinformatic analysis predicted that the G to A substitution strengthens a pre-existing MYC-compatible motif. Substitutions disrupting the motif-containing region attenuated the rs2295613(A)-associated increase in reporter activity and reduced enrichment of the promoter fragment in anti-c-MYC DNA pull-down assays. Partial siRNA-mediated reduction in MYC mRNA also decreased the activity of the rs2295613(A)-containing reporter in Raji cells. Together, these findings identify rs2295613 as a functional SLAMF1 promoter variant in B-cell reporter systems and support a contribution of c-MYC-associated regulation to the enhanced activity of the rs2295613(A)-containing promoter.

Humans↗
PubMed2026

Conserved host-exclusive oligonucleotide motifs enriched in pathogenic genes of human oncogenic viruses.

Comparative viral genomics can reveal sequence-level constraints influencing virus-host interactions. Relative minimal absent words (rMAWs) are short oligonucleotide motifs present in viral genomes but completely absent from the host, potentially reflecting selective pressures related to host adaptation and immune evasion. Using the EAGLE algorithm and the GRCh38 human reference genome, we systematically screened for prevalent rMAWs (prMAWs) across six major human oncogenic viruses: Epstein-Barr virus (EBV), hepatitis B virus (HBV), hepatitis C virus (HCV), human papillomavirus (HPV), human T-cell leukemia virus type 1 (HTLV-1), and human herpesvirus 8/Kaposi's sarcoma-associated herpesvirus (HHV-8/KSHV). highly conserved 11- and 12-bp prMAWs were identified in EBV, HBV, HTLV-1, and HHV-8/KSHV, with sequence prevalences ranging from 91.5% to 97.9%. Conversely, no short prMAWs were detected in HCV or HPV, likely reflecting differences in genome architecture, mutation rates, and long-term host adaptation to the human host. Importantly, the identified host-exclusive motifs exhibited non-random genomic distribution and were preferentially embedded within viral genes central to replication, persistence, immune modulation, and oncogenesis, including EBNA-1 (EBV), HBx (HBV), Tax-associated regions (HTLV-1), and lytic replication genes of HHV-8/KSHV. Notably, all detected prMAWs were enriched in GC nucleotides and exhibited marked CpG over-representation, suggesting sequence constraints associated with epigenetic regulation and viral persistence. Collectively, these highly conserved, host-exclusive signatures offer promising, candidates for sequence-directed approaches in the diagnosis, monitoring, and investigation of virus-associated cancers.

Humans↗
PubMed2026

A Novel Nonsense Variant in Ankyrin Repeat and Sterile Alpha Motif Domain-Containing 6 Promotes Polycystic Kidney Disease in Han:SPRD- Cy Rats and Its Homozygosity Is Prenatally Lethal.

KEY POINTS: A novel nonsense variant ( mcy ) in ankyrin repeat and sterile alpha motif domain-containing 6 ( Anks6 ) promotes rapid disease progression in the Han:SPRD- Cy rat carrying a missense variant in Anks6 . mcy-/- rats exhibit prenatal lethality characterized by laterality and cardiovascular abnormalities. These findings indicate that ANKS6 nonfunction in rats leads to prenatal lethality, whereas misfunction leads to polycystic kidney disease development. BACKGROUND: Polycystic kidney disease (PKD) encompasses a group of genetic disorders characterized by the proliferation of fluid-filled renal cysts, leading to progressive renal failure and death. A key feature of PKD is its variable expressivity across patients, even when caused by the same variant, highlighting the importance of genetic background in PKD expression. METHODS: We identified an ostensibly healthy Sprague Dawley rat line with a variant that modifies PKD expressivity in Han:SPRD- Cy rats (caused by a missense variant [p.Arg717Trp] in the ankyrin repeat and sterile alpha motif domain-containing 6 [ Anks6 ] gene), which we named mcy (modifier of Cy ). We used whole-genome sequencing and segregation analysis to identify the mcy variant, quantitative PCR and mRNA sequencing to evaluate its effects on gene expression, western blotting and immunohistochemistry to assess its protein consequences, and ultrasound and histology to examine its impact on rat embryonic development. RESULTS: We identified a nonsense variant in the Anks6 gene as the genetic basis of the mcy phenotype (c.1126G>T [p.Glu376X]). Although mcy+/- rats are ostensibly healthy and do not develop PKD, mcy-/- rats exhibit laterality defects and die prenatally at E16.5 because of apparent perturbations in cardiovascular development. Notably, mcy+/-Cy+/- rats develop PKD much more rapidly than Cy+/- rats, and in a timeframe consistent with Cy-/-rats . Transcripts with the mcy variant allele seem to undergo nonsense-mediated decay, and no ANKS6 protein is detected. However, gene expression patterns in the kidneys did not differ significantly between age-matched mcy+/+ and mcy+/- rats, indicating that ANKS6 insufficiency does not cause PKD. CONCLUSIONS: We identified a novel nonsense variant in Anks6 . The findings indicate that the absence of wild-type ANKS6 accelerates PKD development in the Han:SPRD- Cy rat and that complete ANKS6 deficiency prevents normal embryonic development in rats.

Animals↗
PubMed2026

Unraveling G-Quadruplex and i-Motif Coexistence Within a Double-Stranded DNA.

DNA can transiently fold into variable arrangements, which are expected to exploit regulatory functions. Guanine-rich sequences can fold into G-quadruplexes (G4s), while the complementary strand adopts potentially i-Motif (iM) arrangements. Their concomitant formation at the same genomic site is still under debate. However, recently, single-molecule analyses have shown the simultaneous G4 and iM presence within a double-stranded (ds) DNA context, addressing them as synergic blockers of replication fork progression. While these findings point to a functional interplay between G4 and iM, a deeper understanding of the factors enabling their coexistence remains unclear. In this work, we unravel the equilibria governing G4- and iM-folding within dsDNA, adopting an extensive biophysical approach allowing analysis of an optimized modular system, scalable across constructs of increasing molecular complexity. Our findings corroborate the simultaneous formation model and further clarify the thermodynamic determinants driving duplex denaturation and the favorable folding of stable G4 and iM structures.

G-Quadruplexes↗
PubMed2025

Integrating AlphaFold2 models and clinical data to improve the assessment of Short Linear Motifs (SLiMs) and their variants' pathogenicity.

Short Linear Motifs (SLiMs) are protein functionally relevant regions that mediate reversible protein-protein interactions. Variants that disrupt SLiMs can lead to numerous Mendelian diseases. Although various bioinformatic tools have been developed to identify SLiMs, most suffer from low specificity. In our previous work, we demonstrated that integrating sequence variant information with structural analysis can enhance the prediction of true functional SLiMs while simultaneously generating tolerance matrices that indicate whether each of the 19 possible single amino acid substitutions (SASs) is tolerated. However, the scarcity of representative crystallographic structures of SLiM-receptor complexes posed a significant limitation. In this study, we demonstrate that these interactions can be modeled using AlphaFold2 (AF2) to generate high-quality structures that serve as input for our MotSASi method. These AF2-derived structures show robust performance, both in reproducing known structures deposited in the Protein Data Bank (PDB) and in reflecting the deleterious effects of known sequence variants. This updated version of MotSASi expands the repertoire of high-confidence predicted SLiMs and provides a comprehensive catalog of variants located within SLiMs, along with their respective deleteriousness assessments. When compared to AlphaMissense, MotSASi demonstrates superior performance in predicting variant deleteriousness. By contributing to the accurate identification and interpretation of variants, this work aligns with ACMG/AMP standards and aims to improve diagnostic rates in clinical genomics.

Humans↗
PubMed2025

Functional Motif Discovery in FOXO1 Through CRISPR/Cas9 Exon Tiling Scan.

The study of FOXO1, a pivotal transcription factor, has garnered significant attention due to its critical role in diverse cellular processes, including lineage differentiation, apoptosis, cell cycle regulation, and metabolism. To comprehensively understand the functional intricacies of FOXO1, an innovative approach is essential. This chapter highlights employing CRISPR exon scanning as a strategic tool to dissect the functional domains of FOXO1 and unravel its diverse regulatory functions. CRISPR exon scan allows for the identification of functionally important domains based on the levels of sgRNA depletion or enrichment within the FOXO1 gene, providing a unique opportunity to investigate the domain function under relevant biological contexts. This approach enables the systematic exploration of FOXO1's structural domains, shedding light on how distinct regions contribute to its overall function. The comprehensive exon scan analysis using CRISPR technology allows gaining a nuanced understanding of FOXO1's functional diversity and regulatory mechanisms.

Forkhead Box Protein O1↗
PubMed2026

Determinants of protein phosphatase 1β substrate specificity for MyPhoNE motif-containing proteins.

Phosphoprotein phosphatase 1 (PP1) forms holoenzymes composed of a catalytic subunit (PP1c) and one or two of over 200 regulatory subunits (PP1Rs). Humans express four conserved PP1c isoforms: PP1cα, PP1cβ/δ, and splice variants PP1cγ1 and PP1cγ2. To systematically characterize PP1c isoform-specific interactions, we employed mass spectrometry to identify PP1cα, PP1cβ, and PP1cγ interacting proteins, determine their isoform specificity, and assess and quantify their abundance within the PP1 holoenzyme pool. Our data show that PP1c forms hundreds of dimeric and trimeric holoenzymes, but the 10 most abundant PP1Rs make up 74% of PP1 holoenzymes, and they are highly uniform among PP1c isoforms. A key exception is myosin phosphatase N-terminal element (MyPhoNE)-containing PP1Rs, which form abundant holoenzyme complexes exclusively with PP1cβ. To define the determinants of MYPT1-PP1cβ specificity, we systematically assessed the contributions of MYPT1-PP1cβ interactions. First, we generated PP1cβ-PP1cγ chimeras and PP1cβ Tyr 305/Tyr307 point mutations to test the contribution of the PP1 C-terminal residues, and secondly, we used PP1cβ Thr197Gln (T197Q) mutation to test the effect of the MYPT1:MyPhoNE-specific interaction. Using genome editing, we demonstrate that PP1cβ T197Q-expressing cells exhibit altered PP1 holoenzyme composition and phosphorylation signaling, including increased phosphorylation of the Polo-like kinase 1 (Plk1) activation loop. Our studies further the understanding of the PP1c isoform-specific preference and demonstrate how a single amino acid change can alter PP1 holoenzyme composition and phosphorylation signaling, potentially explaining how recently discovered PP1cβ clinical variants impact PP1 biology.

MyPhoNE motif↗
PubMed2014

Genome-wide computational analysis reveals cardiomyocyte-specific transcriptional Cis-regulatory motifs that enable efficient cardiac gene therapy.

Gene therapy is a promising emerging therapeutic modality for the treatment of cardiovascular diseases and hereditary diseases that afflict the heart. Hence, there is a need to develop robust cardiac-specific expression modules that allow for stable expression of the gene of interest in cardiomyocytes. We therefore explored a new approach based on a genome-wide bioinformatics strategy that revealed novel cardiac-specific cis-acting regulatory modules (CS-CRMs). These transcriptional modules contained evolutionary-conserved clusters of putative transcription factor binding sites that correspond to a "molecular signature" associated with robust gene expression in the heart. We then validated these CS-CRMs in vivo using an adeno-associated viral vector serotype 9 that drives a reporter gene from a quintessential cardiac-specific α-myosin heavy chain promoter. Most de novo designed CS-CRMs resulted in a >10-fold increase in cardiac gene expression. The most robust CRMs enhanced cardiac-specific transcription 70- to 100-fold. Expression was sustained and restricted to cardiomyocytes. We then combined the most potent CS-CRM4 with a synthetic heart and muscle-specific promoter (SPc5-12) and obtained a significant 20-fold increase in cardiac gene expression compared to the cytomegalovirus promoter. This study underscores the potential of rational vector design to improve the robustness of cardiac gene therapy.

Animals↗
PubMed2025

Tomtom-lite: accelerating Tomtom enables large-scale and real-time motif similarity scoring.

SUMMARY: Pairwise sequence similarity is a core operation in genomic analysis, yet most attention has been given to sequences made up of discrete characters. With the growing prevalence of machine learning, calculating similarities for sequences of continuous representations, e.g. frequency-based position-weight matrices (PWMs) and attribution-based contribution-weight matrices, is taking on newfound importance. Tomtom has previously been proposed as an algorithm for identifying pairs of PWMs whose similarity is statistically significant, but the implementation remains inefficient for both real-time and large-scale analysis. Accordingly, we have re-implemented Tomtom as a numba-accelerated Python function that is natively multi-threaded, avoids cache misses, more efficiently caches intermediate values, and uses approximations at compute bottlenecks. Here, we provide a detailed description of the original Tomtom method and present results demonstrating that our re-implementation can achieve over a 1000-fold speedup compared with the original tool on reasonable tasks. AVAILABILITY AND IMPLEMENTATION: Our implementation of Tomtom is freely available as a Python package at https://github.com/jmschrei/memesuite-lite, which can be downloaded via pip install memelite or at https://zenodo.org/records/17008952.

Software↗
PubMed2025

Application of engineered CRISPR/Cas12a variants with altered protospacer adjacent motif specificities for the detection of isoniazid resistance mutations in Mycobacterium tuberculosis.

UNLABELLED: Drug-resistant tuberculosis (TB) is a major global public health concern. Although isoniazid is currently considered one of the most effective first-line drugs for TB treatment, its efficacy is limited by the emergence of resistance. Therefore, it is imperative to develop new methods for detecting drug-resistant TB. In this study, we developed a nucleic acid detection system based on the clustered regularly interspaced short palindromic repeat (CRISPR) Cas12a_RR protein. The system combines recombinase polymerase amplification with an engineered CRISPR/Cas12a_RR protein to enable rapid and specific detection of the katG G944C mutation in isoniazid-resistant Mycobacterium tuberculosis (Mtb). It could detect the target DNA at concentrations as low as 1% in a mixed sample. Compared with TaqMan quantitative polymerase chain reaction and DNA sequencing, the CRISPR/Cas12a_RR system demonstrated superior detection performance in terms of sensitivity, specificity, and cost-effectiveness. Furthermore, it effectively differentiated between drug-resistant Mtb strains from wild-type Mtb strains in clinically isolated samples, with the entire detection process completed in 60 min. In conclusion, the CRISPR/Cas12a_RR detection system offers a novel, rapid, simple, sensitive, and specific approach for identifying isoniazid-resistant Mtb, with significant potential for clinical application, particularly in resource-limited settings. IMPORTANCE: This study presents a novel method for detecting isoniazid-resistant Mycobacterium tuberculosis (Mtb) using clustered regularly interspaced short palindromic repeat (CRISPR)/Cas12a mutants, offering rapid detection, cost-effectiveness, and high specificity, and thereby providing a promising new avenue for detecting isoniazid-resistant Mtb.

Isoniazid↗
PubMed1976

The agon motif.

Explore the source record for details and available documents.

Adult↗
PubMed2026

An expanded codebook of human transcription factor DNA-binding specificity.

Gene expression is regulated by transcription factors (TFs), which recognize specific DNA sequence motifs. Several hundred putative human TFs, identified mainly by an apparent DNA-binding domain, lack known binding motifs1. Furthermore, even for well-characterized TFs, it remains controversial the degree to which motifs accurately reflect binding sites in living cells2. Here we describe a systematic effort ('Codebook') to determine the sequence specificity of 332 putative and poorly characterized human TFs. More than 4,000 independent experiments, encompassing multiple in vitro and in vivo assays, produced motifs for just over half (177; 53%) of the TFs, of which most are associated with only a single protein. These results extend the vocabulary of sequence recognition encoded by human TFs by around 130 distinct motifs. Moreover, binding motifs identified in vitro are strongly enriched in cellular binding sites. Collectively, the data reveal tens of thousands of previously unknown, conserved and direct TF-binding sites across the human genome. These sites are concentrated in promoter regions and are predictive of gene expression. In summary, this new codebook provides an important step forward in decoding the human genome.

Humans↗
PubMed2025

The early injected genomic region determines sensitivity to Type I restriction-modification defence against Autographiviridae phages.

Bacteriophages must evade bacterial defences to establish successful infections. Type I restriction-modification (RM) systems recognize specific DNA motifs and degrade unmethylated foreign DNA, restricting phage replication. In this study, we detected that Marinomonas mediterranea MMB-2 uses a Type I RM system (Mme2I) to protect against several new phages in the Murciavirus genus within the Autographiviridae family. Whole-genome sequencing and methylation analysis revealed a DNA sequence motif methylated in M. mediterranea MMB-2, which is also present in the phages. Phages lacking the motif within the leading, first injected, region of their genomes, either natural isolates or escape mutants of sensitive phages, successfully infect M. mediterranea MMB-2, despite the presence of the recognition motif elsewhere in their genomes. These results highlight the importance of considering RM motif locations when predicting avoidance of restriction sites as escape mechanisms from RM systems. Additionally, our findings indicate an important role for RM systems in specifically influencing the organization of the leading injected regions of phage genomes, which are highly variable and often encode diverse anti-defence systems.

Genome, Viral↗
PubMed2002

The ETS domain transcription factor Elk-1 contains a novel class of repression domain.

The ETS domain transcription factor Elk-1 serves as an integration point for different mitogen-activated protein (MAP) kinase pathways. Phosphorylation of Elk-1 by MAP kinases triggers its activation. However, while the activation process is well understood, its downregulation-inactivation is less well characterized. The ETS DNA-binding domain plays a role in the downregulation of Elk-dependent promoter activity following mitogenic activation by recruiting the mSin3A-HDAC complex. Here we have identified a novel evolutionarily conserved repression domain in Elk-1, termed the R motif, which serves to reduce the basal transcriptional activity of Elk-1 and dampen its response to mitogenic signals. This domain is highly potent and portable and can repress transcription in trans. The R motif is related to the CRD1 repression domain in p300 and can functionally replace this domain and confer p21(waf1/cip1) inducibility on p300. However, the R motif acts in a context-dependent manner and is not p21(waf1/cip1) responsive in Elk-1. Thus, the Elk-1 R motif and the p300 CRD1 motif represent a new class of repression domains that are regulated in a context-dependent manner.

Amino Acid Motifs↗