Biology subjects

Tripathi, P.

Publications and source records attributed to Tripathi, P..

18 recordsLinked to original sources

bioRxiv2026

ABCP_finder: A Transformer Embedding-Based Prediction of Anti-Breast Cancer Peptides

Breast cancer remains one of the leading causes of cancer-related deaths among women worldwide. Drug resistance, toxicity, and limited target specificity are the major challenges in the development of effective therapeutics. Anti-breast cancer peptides (ABCPs) have emerged as effective drug candidate due to its low toxicity, high selectivity, and ability to target cancer. However, it is very time consuming and expensive to identify novel ABCPs only through experiment methods. To address this challenge, we developed ABCP_finder, the first dedicated computational framework specifically designed for the prediction of ABCPs using transformer-based protein language model embeddings. Positive and negative datasets were carefully constructed to ensure a biologically meaningful classification task. To prevent the data leakage and realistic evaluation, homology aware train-test split strategy was utilized by using CD-HIT at 30% sequence identity with 80% coverage. Peptide representations were generated using pretrained transformer models, ProtBERT and ESM2, followed by classification using a multilayer perceptron (MLP). Among the tested models, ProtBERT showed superior performance, achieving 93.82% accuracy, 86.88% recall, 90.59% F1-score, 0.8618 MCC, 96.67% AUC, and a Brier Score of 0.0633, demonstrating strong predictive capability under imbalanced conditions. Calibration analysis supported the selection of a 0.7 probability threshold for identifying high confidence ABCPs. Further external validation using xDeep-AcPEP demonstrated that unknown peptide sequences that has been predicted as ABCPs by ABCP_finder are exhibiting favourable IC values. This supports the biological relevance of these unknown peptides. Overall, ABCP_finder provides a reliable and practical platform for large-scale ABCP screening and can significantly accelerate the discovery of novel peptide therapeutics for breast cancer treatment.

bioinformatics↗

bioRxiv2026

Behavioral and ERP Markers of Emotion Recognition: Comparing Embodied, Facial, and Emoji Stimuli

While extensive research has been conducted on emotion recognition from facial stimuli, it remains unclear how embodied emotional cues conveyed through body postures, gestures and actions (e.g., stick figures) compare with facial (human faces) and face-like symbolic representations (emoji faces) in shaping behavioral and neural responses. We employed a multimodal approach, combining behavioral measures (accuracy and reaction time) with electroencephalography (EEG) to examine the electrophysiological correlates of emotion recognition. Overall, sixty-six (equal number of males and females; 18-30 year old) participants identified positive, negative, and neutral emotions depicted in the three formats. Behavioral results showed significant effects of both emotion and format on accuracy and reaction time. Emoji faces were recognized with the highest accuracy and fastest reaction times, followed by stick figures and then human faces (p < .001, some comparisons p < .05). Thirty-four participants (17 males and 17 females) underwent EEG, which revealed distinct patterns of event-related potentials (ERPs). The Early Posterior Negativity (EPN) amplitude showed a significant overall effect of format. Post-hoc comparisons indicated that stick figures elicited greater (more negative) EPN amplitudes than human faces during positive emotion recognition (p = .003), and greater amplitudes than both emoji faces (p = .027) and human faces (p = .007) during negative emotion recognition. No significant differences were observed between emoji and human faces. N170 and Late Positive Potential (LPP) amplitudes did not reveal significant differences (all p > .05). Correlation analyses revealed no significant associations between ERP and behavioral measures. Thus, abstract, minimalistic representations like stick figures elicit enhanced early emotion-related processing despite similar early and later processing across formats. HighlightsO_LIEmotion recognition across realistic (human faces), symbolic (emoji faces) and embodied (stick figures) modalities were compared. C_LIO_LIEmotions were recognized fastest and most accurately in emoji faces format. C_LIO_LIStick figures format elicited significantly higher EPN compared to other two formats across positive and negative emotions. C_LIO_LINo significant differences were observed in terms of N170 and LPP. C_LIO_LIEmbodied, abstract emotional cues modulate automatic emotional appraisal, rather than initial sensory encoding and sustained cognitive evaluation. C_LI

neuroscience↗

bioRxiv2026

Genetic diversity of Lactobacillus delbrueckii in home-made Dahi from different regions of India as revealed by genotyping-by-sequencing

Microbial diversity of bacterial species in home-made curd from different states of India was analyzed using genotyping-by-sequencing. The most prevalent species were Lactobacillus delbrueckii subsp. bulgaricus, Lactobacillus helveticus, Streptococcus thermophilus and Lactobacillus kefiranofaciens. Pathogenic species such as Salmonella enterica serovar Typhimurium and Shigella dysenteriae were found in over 60% of samples. High intraspecific variation was observed in Acinetobacter baumannii, Bacillus cereus, Enterococcus faecium, Escherichia coli, Lactococcus lactis subsp. cremoris, Lactococcus piscium, Salmonella enterica serovar Typhimurium and Shigella dysenteriae. Intra-specific genetic relatedness in Lactobacillus delbrueckii subsp. bulgaricus in curd samples largely correlated with their respective sites of collection. Research HighlightsO_LIMetagenomic DNA from home-made Dahi (curd) samples from various states in India were used for GBS-SNPs C_LIO_LIGBS-SNPs were able to resolve within-species variability across the samples. C_LIO_LIMajority of the samples contained both probiotic as well as potential pathogenic bacteria. C_LIO_LISeveral of curd samples contained multiple strains. C_LI

microbiology↗

bioRxiv2025

Preservation of vision after chemically induced retinal ganglion-like-cell transplantation.

Optic neuropathies are a leading cause of irreversible blindness in children and adults, primarily due to the loss of retinal ganglion cells (RGCs). Currently, there are no effective treatments available to preserve vision in affected patients. Although RGCs derived from pluripotent stem cells present a promising therapeutic strategy, the efficient generation of human RGCs remains a significant challenge. Here, we report a facile method using a combination of five small molecules to reprogram human primary fibroblasts into Chemically Induced RGC-like Cells (CiRGCs), which we term CiRGCs, within just four days. scRNA-Seq analysis revealed that these in vitro-generated CiRGCs express canonical RGC markers such as Pou4f1, Brn3b, Rbpms, and Sncg, as well as several RGC subtype-specific genes. Notably, CiRGCs cluster near native RGCs derived from day 59 fetal retina from published datasets. Furthermore, scATAC-Seq showed open chromatin at RGC-specific promoters and closed chromatin at fibroblast-specific promoters in CiRGCs, confirming successful lineage conversion. Functionally, transplantation of CiRGCs into models of excitotoxic RGC injury led to improved electrophysiological responses for up to 2.5 months possibly through a neuroprotective mechanism. Mechanistically, scRNA-Seq analysis indicated that CiRGC reprogramming proceeds via activation of potential youthful cellular pathways in intermediate cell clusters. In summary, our results establish a rapid, chemical-based strategy for CiRGC reprogramming and highlight its potential as a novel cell therapy approach for treating optic neuropathies, including glaucoma, where RGC loss is the final common pathway.

cell biology↗

bioRxiv2025

Anti-Malaria Antibody Engineering Broadens Recognition Motifs and Reveals New Homotypic Interactions that Enhance Protective Breadth

The monoclonal antibody L9 mediates high-level protection against malaria in children for up to 6 months in Africa. L9 preferentially binds with high affinity to the NVDP minor repeat on the P. falciparum circumsporozoite protein (PfCSP). Here, we sought to improve the affinity of L9 to enhance protection against rare strains with two spatially separated minor repeats or a single minor repeat. Site saturation mutagenesis and yeast display-screening identified a panel of affinity-improved variants. In vivo challenge showed one variant, L9_yd19, to be modestly more potent against a chimeric transgenic Plasmodium encoding PfCSP with two widely spaced minor repeats from a Kenyan parasite strain, with no loss in potency against the benchmark 3D7 strain with its standard complement of minor repeats. L9_yd19 also had high affinity against NANP major repeats and was protective against transgenic Plasmodium with PfCSP containing only NANP major repeats (NANP12). Cryo-EM studies revealed L9_yd19 to recognize PfCSP with two distinct homotypic interfaces, which combined to yield two trimeric layers of antibodies comprising asymmetric trimers that dimerized in a head-to-head fashion. These data reveal a new antibody mechanism that utilizes interfaces involving dual homotypic symmetry elements, a 2-fold and an asymmetric 3-fold, for potentially improved malaria prevention. HIGHLIGHTSO_LIL9 is a highly protective antimalarial antibody that preferentially binds the NVDP minor repeat on Plasmodium falciparum circumsporozoite protein (PfCSP) and also binds with low affinity to the NANP major repeat; due to these targeting preferences, it has shown reduced protection against designed transgenic malaria strains with only a single NVDP motif (Fig. 1). C_LIO_LIUsing yeast display, a panel of L9 variants were generated based on higher affinity against the minor NVDP and major NANP motifs to determine if they could improve protection against strains with fewer minor repeat regions or only containing major repeats (Figs 1-4). C_LIO_LIOne L9 variant, L9_yd19 showed enhanced protection against chimeric transgenic CSP variants with a single minor repeat or two minor repeats in which the spacing was separated; L9_yd19 also showed protection against chimeric transgenic CSP variants containing only the NANP major repeat (Figs. 4-5). C_LIO_LICryo-EM analyses revealed L9_yd19 recognition of CSP to comprise two distinct homotypic interfaces: a side-to-side interface within asymmetric antibody trimer and a head-to-head interface between antibody trimers related by 2-fold symmetry that combined to yield a higher-order complex comprising two trimeric layers of antibodies (Figs. 6-7) C_LIO_LIStructure-function studies reveal a new antibody-based structural mechanism with dual homotypic interfaces mediating protection against varying numbers and spacing of minor repeats and major repeats. C_LI O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=172 SRC="FIGDIR/small/679367v1_fig1.gif" ALT="Figure 1"> View larger version (76K): org.highwire.dtl.DTLVardef@1978620org.highwire.dtl.DTLVardef@e6b84forg.highwire.dtl.DTLVardef@14e750eorg.highwire.dtl.DTLVardef@1e6ff51_HPS_FORMAT_FIGEXP M_FIG O_FLOATNOFigure 1.C_FLOATNO Improving affinity to target the CSP minor repeat enhances L9 antibody protective breadth. (A) The CSP minor repeat (NVDP) minor repeat is the principal binding target of the potent anti-malarial antibody L9. Genetic polymorphisms are present among P. falciparum strains in the number and spacing of NVDP motifs contained in the CSP repeat regions, and the loss of NPNV epitopes reduces the in vivo protective potency of the L9 antibody. (B) To enhance L9 affinity against the CSP antigen, multi-mutation libraries were generated from the L9 template and selectively screened against CSP peptide repeat motifs using yeast display. Libraries were first selected against Peptide22 (Pep22), which contains two minor and two major repeats, and subsequently selected against NTDS_5/3, a truncated CSP molecule that presents peptides in a more native-like conformation. Identified L9 variants were characterized for binding affinity in vitro and for protective potency in vivo against a panel of malaria antigens. C_FIG O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=195 SRC="FIGDIR/small/679367v1_fig4.gif" ALT="Figure 4"> View larger version (59K): org.highwire.dtl.DTLVardef@844f00org.highwire.dtl.DTLVardef@5ebe9borg.highwire.dtl.DTLVardef@33d634org.highwire.dtl.DTLVardef@1342c8c_HPS_FORMAT_FIGEXP M_FIG O_FLOATNOFigure 4.C_FLOATNO In vitro and in vivo characterization reveals functional improvement for affinity-enhanced L9 variants against multiple transgenic strains, including the Kenya2-3 KI strain and a major repeat-only transgenic. (A) Biolayer interferometry (BLI) analysis against Peptide 22 (containing 2 NVDPs) and full-length CSP (fl_CSP) of P. falciparum 3D7. L9_WT affinity is marked with a vertical line on the legend bar. L9 variants marked with an asterisk (*) were selected for detailed in vivo characterization. (B) In the transgenic sporozoite intravenous (IV) challenge model, mice were administered IgG from L9 variants or control antibodies (-2 h), followed by IV challenge with P. berghei sporozoites (PbSPZ) encoding different PfCSP knock-in sequences (0 h), and subsequent luciferin-based evaluation (42 h). Each group comprised n=10 mice, with animals receiving the indicated antibody dose. (C) Transgenic PbSPZ challenge. Liver infection burden was quantified, and data are shown as mean {+/-} standard deviation; mean liver burden total flux for L9_WT at 12.5 {micro}g/mouse is indicated by a dashed line. Statistical significance between L9_WT and each L9 variant group at 12.5 {micro}g were determined using the ordinary one-way ANOVA test with a two-tailed P value calculation and a Dunnetts multiple test correction. Statistical significance was also analyzed between L9_yd19 and MAM01 using an unpaired t test with a two-tailed P value calculation; the two groups were significantly different when tested against 1 NVDP KI PbSPZ. See also Table S1 and Fig. S5. C_FIG O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=186 SRC="FIGDIR/small/679367v1_fig5.gif" ALT="Figure 5"> View larger version (33K): org.highwire.dtl.DTLVardef@58bed2org.highwire.dtl.DTLVardef@580075org.highwire.dtl.DTLVardef@1864220org.highwire.dtl.DTLVardef@15f6582_HPS_FORMAT_FIGEXP M_FIG O_FLOATNOFigure 5.C_FLOATNO Affinity correlations reveal that improved protection breadth correlates with affinity to multiple malaria antigens. Correlation between binding affinity to PfCSP Kenya2-3 strain, NTDS_5/3 or PfCSP 3D7 strain (x-axis, linear scale) and normalized liver burden against various transgenic PbSPZs (y-axis, linear scale). Pearsons correlation coefficient (R) was calculated using the median normalized liver burden values, with corresponding two-tailed P-values and 95% confidence intervals. A linear regression was fit based on a Pearsons correlation analysis. See also Fig. S6. C_FIG O_FIG O_LINKSMALLFIG WIDTH=173 HEIGHT=200 SRC="FIGDIR/small/679367v1_fig6.gif" ALT="Figure 6"> View larger version (46K): org.highwire.dtl.DTLVardef@14bf2org.highwire.dtl.DTLVardef@12123d9org.highwire.dtl.DTLVardef@b8b17aorg.highwire.dtl.DTLVardef@18c0195_HPS_FORMAT_FIGEXP M_FIG O_FLOATNOFigure 6.C_FLOATNO Structural analyses of L9_yd19 and PfCSP (3D7 or Kenya2-3) reveals a new interaction mode. (A) CryoEM structure of L9_yd19 in complex with PfCSP (3D7) at 3.4 [A] resolution. Heavy chain mutations are shown in red and light chain mutations are shown in blue. 27 residue stretch of PfCSP is ordered and the rest of the PfCSP is disordered. (B) CryoEM structure of L9_yd19 in complex with PfCSP (Kenya2-3) at 3.3 [A] resolution. 2D classes show both three L9_yd19 Fabs (orange arrow) and six L9_yd19 Fabs (red arrow) bound to PfCSP (Kenya2-3). 3D reconstruction for six L9_yd19 Fabs bound to PfCSP (Kenya2-3) is shown. C_FIG O_FIG O_LINKSMALLFIG WIDTH=198 HEIGHT=200 SRC="FIGDIR/small/679367v1_fig7.gif" ALT="Figure 7"> View larger version (54K): org.highwire.dtl.DTLVardef@bbe52corg.highwire.dtl.DTLVardef@1c2c4b2org.highwire.dtl.DTLVardef@1ffc3a5org.highwire.dtl.DTLVardef@85ac9e_HPS_FORMAT_FIGEXP M_FIG O_FLOATNOFigure 7.C_FLOATNO L9_yd19 engineered mutations stabilize a new head-to-head homotypic interface allowing up to six Fabs to bind to PfCSP (Kenya2-3). (A) Structural comparison of L9_yd19 bound to PfCSP-3D7 and PfCSP-Kenya2-3. PfCSP is shown in red sticks with the N- and C-termini labeled. (B) L9_yd19 in complex with PfCSP-Kenya2-3. Fabs (3,4), (2,5), and (1,6) are related by 2-fold (C2) symmetry. Critical residues generating the head-to-head homotypic interface are shown in insets. C_FIG

immunology↗

bioRxiv2025

Protective immunity against malaria by a nanoparticle CIS43-based junctional vaccine alone or in combination with R21

Repetitive display of the major repeats of the Plasmodium falciparum circumsporozoite protein (PfCSP) is the basis for two WHO-recommended vaccines: RTS,S/AS01 and R21/Matrix-M. Recently, however, the CIS43 monoclonal antibody that preferentially targets the junctional region of PfCSP has been shown to be highly protective in humans, highlighting its junctional epitope as a key vaccine target. Here, we develop a vaccine based on the tandem repeats of the junctional epitope displayed on a self-assembling nanoparticle, and compare this CIS43-based junctional vaccine alone or in combination with the benchmark R21 vaccine, using both B cell analysis and monoclonal antibody isolation to define targeting of the immune response. Comparable reduction in liver burden was observed following vaccination with junctional and R21 vaccines at a dose of 1 g. At a dose of 0.25 g, a modest reduction of malaria-liver burden with the junctional vaccine was observed compared to R21. Further, combining junctional and R21 vaccines induced modestly enhanced protection compared to either vaccine alone. While the R21 vaccine elicited antibodies primarily against the major repeats, the junctional vaccine elicited antibodies against both junctional and major repeat regions. In vivo-B cell analysis and isolation of monoclonal antibodies confirmed differences in vaccine-induced antibody specificities. Altogether, these data suggest the nanoparticle-formatted tandem-repeated CIS43-junctional vaccine to be a promising approach to broaden immunity against malaria, either as a standalone intervention or in combination with R21. HIGHLIGHTSO_LIDeveloped a self-assembling nanoparticle-displayed junctional vaccine of PfCSP based on tandem repeats of the epitope preferentially targeted by the highly protective CIS43 antibody C_LIO_LIThe CIS43-based junctional vaccine at low doses significantly reduced liver burden following malaria challenge in mice C_LIO_LIFollowing either low or high doses of the junctional vaccine in naive mice, adoptively transferred B cells expressing the CIS43 inferred germline sequence yielded a high frequency of germinal center and ASC responses C_LIO_LIThe CIS43-based junctional vaccine elicits antibodies against junctional and major repeat regions whereas the R21 vaccine elicits responses primarily against the major repeat region C_LIO_LIAt low dose, the CIS43-based junctional vaccine given together with the R21 vaccine showed modestly improved control of liver burden compared to either vaccine alone C_LI

immunology↗

bioRxiv2024

On the possibility of yet a third kinetochore system in the protist phylum Euglenozoa

Transmission of genetic material from one generation to the next is a fundamental feature of all living cells. In eukaryotes, a macromolecular complex called the kinetochore plays crucial roles during chromosome segregation by linking chromosomes to spindle microtubules. Little is known about this process in evolutionarily diverse protists. Within the supergroup Discoba, Euglenozoa forms a speciose group of unicellular flagellates - kinetoplastids, euglenids, and diplonemids. Kinetoplastids have an unconventional kinetochore system, while euglenids have subunits that are conserved amongst most eukaryotes. For diplonemids, a group of extremely diverse and abundant marine flagellates, it remains unclear what kind of kinetochores are present. Here, we employed deep homology detection protocols using profile-versus-profile Hidden Markov Model searches and AlphaFold-based structural comparisons to detect homologies that might have been previously missed. Interestingly, we still could not detect orthologs for most of the kinetoplastid nor canonical kinetochore subunits with few exceptions including a putative centromere-specific histone H3 variant (cenH3/CENP-A), the spindle checkpoint protein Mad2, the chromosomal passenger complex members Aurora and INCENP, and broadly conserved proteins like CLK kinase and the meiotic synaptonemal complex proteins SYCP2/3 that also function at kinetoplastid kinetochores. We examined the localization of five candidate kinetochore-associated proteins in the model diplonemid, Paradiplonema papillatum. PpCENP-A shows discrete dots in the nucleus, implying that it is likely a kinetochore component. PpMad2, PpCLKKKT10/19, PpSYCP2L1KKT17/18 and INCENP reside in the nucleus, but no clear kinetochore localization was observed. Altogether, these results point to the possibility that diplonemids evolved a hitherto unknown type of kinetochore system. IMPORTANCEA macromolecular assembly called the kinetochore is essential for the segregation of genetic material during eukaryotic cell division. Therefore, characterization of kinetochores across species is essential for understanding the mechanisms involved in this key process across the eukaryotic tree of life. In particular, little is known about kinetochores in divergent protists such as Euglenozoa, a group of unicellular flagellates that includes kinetoplastids, euglenids, and diplonemids, the latter being a highly diverse and abundant component of marine plankton. While kinetoplastids have an unconventional kinetochore system and euglenids have a canonical one similar to traditional model eukaryotes, preliminary searches detected neither unconventional nor canonical kinetochore components in diplonemids. Here, we employed state-of-the-art deep homology detection protocols but still could not detect orthologs for the bulk of kinetoplastid-specific nor canonical kinetochore proteins in diplonemids except for a putative centromere-specific histone H3 variant. Our results strongly suggest that diplonemids evolved kinetochores that do not resemble previously known ones.

cell biology↗

bioRxiv2022

In Silico Improvement of Highly Protective Anti-Malarial Antibodies

Antibody CIS43 binds Plasmodium falciparum circumsporozoite protein (PfCSP) and protects against malaria, as recently demonstrated clinically. To improve the efficacy of CIS43, we developed an in silico pipeline to optimize the interaction energy of CIS43 to its junctional epitope (peptide 21: PfCSP residues 101-115). Starting from two improved CIS43 variants, recently elicited from a CIS43-germline knock-in mice, single and double amino acid substitutions in the peptide 21-proximal heavy (VH) and light (VL) variable regions were introduced. CIS43-variants, selected on the basis of improved in silico interface and stability energies, showed increased affinity to peptide 21 and superior malaria-protective efficacy. The best designed variant, antibody P3-43, was significantly more protective than its template antibody m43.151, with greater liver-burden protection than the current best-in-class (antibody iGL-CIS43.D3). Crystal structures of improved antibodies revealed atomic-level interactions explaining gains in binding affinity. The reported pipeline provides a powerful in silico approach to improve antibody functionality.

immunology↗

bioRxiv2021

MOV10 facilitates messenger RNA decay in an N6-methyladenosine (m6A) dependent manner to maintain the mouse embryonic stem cells state

N6-methyladenosine (m6A) is the most predominant internal mRNA modification in eukaryotes, recognised by its reader proteins (so-called m6A-readers) for regulating subsequent mRNA fates -- splicing, export, localisation, decay, stability, and translation -- to control several biological processes. Although a few m6A-readers have been identified, yet the list is incomplete. Here, we identify a new m6A-reader protein, Moloney leukaemia virus 10 homologue (MOV10), in the m6A pathway. MOV10 recognises m6A-containing mRNAs with a conserved GGm6ACU motif. Mechanistic studies uncover that MOV10 facilitates mRNA decay of its bound m6A-containing mRNAs in an m6A-dependent manner within the cytoplasmic processing bodies (P-bodies). Furthermore, MOV10 decays the Gsk-3{beta} mRNA through m6A that stabilises the {beta}-CATENIN expression of a WNT/{beta}-CATENIN signalling pathway to regulate downstream NANOG expression for maintaining the mouse embryonic stem cells (mESCs) state. Thus, our findings reveal how a newly identified m6A-reader, MOV10 mediates mRNA decay via m6A that impact embryonic stem cell biology.

biochemistry↗

bioRxiv2021

Voltage-driven polyelectrolyte complexation inside a nanopore

We have investigated how a pair of oppositely charged macromolecules can be driven by an electric field to form a polyelectrolyte complex inside a nanopore. To observe and isolate an individual complex pair, a model protein nanopore, embedded in artificial phospholipid membrane, allowing compartmentalization (cis/trans) is employed. A polyanion in the cis and a polycation in the trans compartments are subjected to electrophoretic capture by the pore. We find that the measured ionic current across the pore has a distinguishable signature of complex formation, which is different from the signature of the passage of individual molecules through the pore. The ionic current signature allows us to detect the interaction between the two oppositely charged macromolecules and thus, enables us to measure the lifetime of the complex inside the nanopore. After showing that we can isolate a complex pair in the nanopore, we studied the effects of molecular identity on the nature of interaction in different complex pairs. In contrast to the irreversible conductance state of the alpha-hemolysin (HL) channel in the complexation of poly-styrene-sulfonate (PSS) and poly-L-lysine (PLL), a reversible conductance state is observed during complexation between single stranded DNA (ssDNA) and PLL. This suggests that there is a weak interaction between ssDNA and PLL, when compared to the interaction in a PSS-PLL complex. Analysis of the PSS-PLL complexation events and its lifetime inside the nanopore supports a four step-mechanism: (i) The polyanion is captured by the pore, (ii) the polyanion starts threading through the pore. (iii) The polycation is captured, a complex pair is formed in the pore, and the polyanion slides along the polycation. (iv) The complex pair can be pulled through the pore into the trans compartment or it can dissociate. Additionally, we have developed a simple theoretical model, which describes the lifetime of the complex inside the pore. The observed reversible two-state conductance across HL channel during ssDNA-PLL complexation, is described as the binding/unbinding of PLL during the translocation of ssDNA. This enables us to evaluate the apparent rate constants for association/dissociation and equilibrium dissociation constants for the interaction of PLL with ssDNA. This work throws light on the behavior of polyelectrolyte complexes in an electric field and enhances our understanding of the electrical aspects of inter-macromolecular interactions, which plays an extremely important role in the organization of macromolecules in the crowded and confined cellular environment.

biophysics↗

bioRxiv2021

Regulation of brain aging by neutral sphingomyelinase 2

We have shown that deficiency of neutral sphingomyelinase 2 (nSMase2), an enzyme generating the sphingolipid ceramide, improves memory in adult mice. Here, we performed sphingolipid and RNA-seq analyses on the cortex from 10 month-old nSMase2-deficient (fro/fro) and heterozygous (+/fro) mice. fro/fro cortex showed reduced levels of ceramide, particularly in astrocytes. Differentially abundant transcripts included several functionally related groups, with decreases in mitochondrial oxidative phosphorylation and astrocyte activation transcripts, while axon guidance and synaptic transmission transcripts were increased, indicating a role of nSMase2 in oxidative stress, astrocyte activation, and cognition. Experimentally induced oxidative stress decreased the level of glutathione (GSH), an endogenous inhibitor of nSMase2, and increased immunolabeling for ceramide in primary +/fro astrocytes, but not in fro/fro astrocytes. {beta}-galactosidase activity was lower in 5-weeks old fro/fro astrocytes, indicating delayed senescence due to nSMase2 deficiency. In fro/fro cortex, levels of the senescence markers C3b and p27, and the proinflammatory cytokines interleukin 1{beta}, interleukin 6, and tumor necrosis factor were reduced, concurrent with 2-fold decreased phosphorylation of their downstream target, protein kinase Stat3. RNA and protein levels of the ionotropic glutamate receptor subunit 2b (Grin2b or NR2B) were increased by 2-fold, an effect known to enhance cognition. This was consistent with 3.5-fold reduced levels of exosomes carrying miR-223-3p, a micro-RNA downregulating Grin2b. In summary, our data show that nSMase2 deficiency prevents oxidative stress-induced elevation of ceramide and secretion of exosomes by astrocytes that suppress neuronal function, indicating a role of nSMase2 in the regulation of neuroinflammation and cognition during brain aging. Significance statementOxidative stress is associated with brain aging and cognitive decline. The underlying mechanism how oxidative stress impairs brain function is still not clear. We provide evidence that oxidative stress increases ceramide in astrocytes, which is prevented by deficiency of nSMase2, an enzyme that is activated by oxidative stress and generates ceramide from sphingomyelin. Mass spectrometric and transciptomic (RNA-seq) analyses show that in middle aged (10-month old) mouse cortex, nSMase2 deficiency reduces ceramide and increases expression of genes important for synaptic transmission and cognition. Therefore, our data show that oxidative stress-induced activation of nSMase2 and generation of ceramide is significant for cognitive decline during aging.

neuroscience↗

bioRxiv2021

Electrical Unfolding of Cytochrome c During Translocation Through a Nanopore Constriction

Many small proteins move across cellular compartments through narrow pores. In order to thread a protein through a constriction, free energy must be overcome to either deform or completely unfold the protein. In principle, the diameter of the pore, along with the effective driving force for unfolding the protein, as well as its barrier to translocation, should be critical factors that govern whether the process proceeds via squeezing, unfolding/threading, or both. To probe this for a well-established protein system, we studied the electric-field-driven translocation behavior of cytochrome c (cyt c) through ultrathin silicon nitride (SiNx) solid-state nanopores of diameters ranging from 1.5 to 5.5 nm. For a 2.5 nm diameter pore we find that, in a threshold electric field regime of [~]30-100 MV/m, cyt c is able to squeeze through the pore. As electric fields inside the pore are increased, the unfolded state of cyt c is thermodynamically stabilized, facilitating its translocation. In contrast, for 1.5 nm and 2.0 nm diameter pores, translocation occurs only by threading of the fully unfolded protein after it transitions through a higher energy unfolding intermediate state at the mouth of the pore. The relative energies between the metastable, intermediate, and unfolded protein states are extracted using a simple thermodynamic model that is dictated by the relatively slow ([~]ms) protein translocation times for passing through the nanopore. These experiments map the various modes of protein translocation through a constriction, which opens new avenues for exploring protein folding structures, internal contacts, and electric field-induced deformability. Significance StatementCan localized electric fields drive the complete unfolding of a protein molecule? Protein unfolding prior to its translocation through a nanopore constriction is an important step in protein transport across biological membranes and also an important step in nanopore-based protein sequencing. We studied here the electric-field-driven translocation behavior of a model protein (cyt c) through nanopores of diameters ranging from 1.5 to 5.5 nm. These single molecule measurements show that electric fields at the nanopore constriction can select both partially and fully unfolded protein conformations. Zero-field free energy gaps between these conformations, found using a simple thermodynamic model, are in remarkable agreement with previously reported studies of cyt c unfolding energetics.

biophysics↗

bioRxiv2020

Histone demethylome map reveals combinatorial gene regulatory functions in embryonic stem cells

Epigenetic regulators and transcription factors establish distinct regulatory networks for gene regulation to maintain the embryonic stem cell (ESC) state. Although much has been learned regarding individual epigenetic regulators, their combinatorial functions remain elusive. Here, we report previously unknown combinatorial functions of histone demethylases (HDMs) in gene regulation of mouse ESCs. Generation of a histone demethylome (HDMome) map of 20 well-characterized HDMs based on their genome-wide binding revealed co-occupancy of HDMs in different combinations: KDM1A-KDM4B-KDM6A and JARID2-KDM2B-KDM4A-KDM4C-KDM5B largely co-occupy at enhancers and promoters, respectively. Mechanistic studies uncover that KDM1A-KDM6A combinatorially modulates P300/H3K27ac, H3K4me2 deposition and OCT4 recruitment that directs the OCT4/CORE regulatory network for target gene expression; while co-operative actions of JARID2-KDM2B-KDM4A-KDM4C-KDM5B control H2AK119ub1 and bivalent marks of polycomb-repressive complexes that facilitate the PRC regulatory network for target gene repression. Thus, combinatorial functions of HDMs differentially impact gene expression programs in mESCs.

genomics↗

bioRxiv2020

TINC - a method to dissect transcriptional complexes at single locus resolution - reveals novel Nanog regulators in mouse embryonic stem cells

Cellular identity is ultimately controlled by transcription factors (TFs), which bind to specific regulatory elements (REs) within the genome to regulate gene expression and cell fate changes. While recent advances in genome-wide epigenetic profiling techniques have significantly increased our understanding of which REs are utilized in which cell type, it remains largely unknown which TFs and cofactors interact with these REs to modulate gene expression. A major hurdle in dissecting the whole composition of a multi-protein complex formed at a specific RE is the shortage of appropriate techniques. We have developed a novel method termed TALE-mediated Isolation of Nuclear Chromatin (TINC). TINC utilizes epitope-tagged TALEs to isolate a specific genomic region from the mammalian genome and includes a nuclei isolation and chromatin enrichment step for increased specificity. Upon cross-linking of the cells and isolation of the chromatin, the target region is purified based on affinity purification of the TALE and associated nucleic acid and protein molecules can be subjected to further analyses. A key TF in the pluripotency network and therefore in embryonic stem cells (ESCs) is NANOG. It is currently not fully understood how Nanog expression is regulated and consequently it remains unclear how the ESC state is maintained. Using TINC we dissected the protein complex formed at the Nanog promoter in mouse ESCs and identified many known and numerous novel factors.

genomics↗

bioRxiv2019

Reticulocyte Infection Leads to Altered Behaviour, Drug Sensitivity and Host Cell Remodelling by Plasmodium falciparum.

Plasmodia are host-specific, both at the organism and cellular levels. During asexual development, Plasmodium spp. infect cells of erythroid lineage, with an overall propensity towards reticulocytes. This applies to even Plasmodium (P.) falciparum, the most common causative agent of human malaria, implications of which remain unexplored. Herein, for the first time, we characterize the developmental stages and features of P. falciparum cultured in vitro in young reticulocytes (CD71+) in comparison to standard normocyte (CD71-) cultures. We demonstrate that there are notable differences in the patterns of invasion, development and sensitivity to potent antimalarials (such as artemisinin and dihydroartemisinin) for parasites residing in CD71+ reticulocytes. Through a transcriptomic approach, we report that P. falciparum parasites are able to sense the host cell environment, and calibrate their metabolic and host cell remodelling pathways through differential gene expression. These results form an exciting avenue on which hitherto unexplored interactions between Plasmodium spp and different stages of host red blood cells could be investigated in the broader contexts of drug resistance, host tropism and zoonosis. Author SummaryParasites causing malaria infect red blood cells for development and proliferation during asexual development. This asexual erythrocytic stage determines higher parasite densities and eventual disease manifestation. Although the most virulent species of Plasmodium infecting humans known as Plasmodium falciparum is able to infect red blood cells of all ages, these parasites show a preference for younger blood cells. Of note, the biochemical and biophysical properties of young and adult red blood cells vary significantly. Herein, we undertook a comparative profiling of invasion process, parasite development and drug response of Plasmoddium falciparum in two host cells: young red blood cells (reticulocytes) and mature red blood cells (normocytes). We demonstrate that P. falciparum infects human reticulocytes with higher affinity and demonstrate differential sensitivity to drugs such as artemisinin while they reside within reticulocytes. Furthermore, we show that P. falciparum is able to detect differences in host environment and adapt to it by changing the expression of genes required for host cell remodelling.

microbiology↗

bioRxiv2019

A saturating mutagenesis CRISPR-Cas9 mediated functional genomic screen identifies cis- and trans-regulatory elements of Oct4 in embryonic stem cells

Regulatory elements (REs) consist of enhancers and promoters that occupy a significant portion of the non-coding genome and control gene expression programs either in -cis or in - trans. Putative REs have been identified largely based on their regulatory features (co-occupancy of ESC-specific transcription factors, enhancer histone marks and DNase hypersensitivity) in mouse embryonic stem cells (mESCs). However, less has been established regarding their regulatory functions in their native context. We deployed cis- and trans-regulatory elements scanning through saturating mutagenesis and sequencing (ctSCAN-SMS) to target elements within the [~]12kb cis-region (Cis-REs; CREs) of the Oct4 gene locus, as well as genome-wide 2,613 high-confidence trans-REs (TREs), in mESCs. ctSCAN-SMS identified 10 CREs and 12 TREs, as novel candidate REs of the Oct4 gene in mESCs. Furthermore, deletions of these candidate REs confirmed that the majority of the REs are functionally active, and CREs are more active than TREs in controlling Oct4 gene expression. A subset of active CREs and TREs physically interact with the Oct4 promoter to varying degrees; specifically, a greater number of active CREs compared to active TREs, physically interact with the Oct4 promoter. Moreover, comparative genomics analysis reveals that more number of active CREs than active TREs are evolutionary conserved between mouse and primates, including human. Taken together, our study demonstrates the reliability and robustness of ctSCAN-SMS screening to identify critical REs, and investigate their roles in the regulation of transcriptional output of a target gene (in this case Oct4) in their native context.

genomics↗

bioRxiv2019

Reelin Mediates Hippocampal Cajal-Retzius Cell Positioning and Infrapyramidal Blade Morphogenesis

We have previously described hypomorphic reelin (Reln) mutant mice, RelnCTRdel, in which the morphology of the dentate gyrus is distinct from that seen in reeler mice. In the RelnCTRdel mutant the infrapyramidal blade of the dentate gyrus fails to extend, while the suprapyramidal blade forms with a relatively compact granule neuron layer. The distribution of Cajal-Retzius cells in the dentate gyrus was aberrant; Cajal-Retzius neurons were increased in the suprapyramidal blade, but were greatly reduced along the subpial surface of the prospective infrapyramidal blade. We also observed multiple abnormalities of the fimbriodentate junction. Firstly, progenitor cells were distributed abnormally; the neurogenic cluster at the fimbriodentate junction was absent, lacking the normal accumulation of Tbr2-positive intermediate progenitors. However, the number of dividing cells in the dentate gyrus was not generally decreased. Secondly, a defect of secondary glial scaffold formation, limited to the infrapyramidal blade, was observed. The densely radiating glial fibers characteristic of the normal fimbriodentate junction were absent in mutants. These fibers might be required for migration of progenitors, which may account for the failure of neurogenic cluster formation. These findings suggest the importance of the secondary scaffold and neurogenic cluster of the fimbriodentate junction in morphogenesis of the mammalian dentate gyrus. Our study provides direct genetic evidence showing that normal RELN function is required for Cajal-Retzius cell positioning in the dentate gyrus, and for formation of the fimbriodentate junction to promote infrapyramidal blade extension.

neuroscience↗

bioRxiv2017

T-DNA integration is rapid and influenced by the chromatin state of the host genome.

Agrobacterium tumefaciens mediated T-DNA integration is a common tool for plant genome manipulation. However, there is controversy regarding whether T-DNA integration is biased towards genes or randomly distributed throughout the genome. In order to address this question, we performed high-throughput mapping of T-DNA-genome junctions obtained in the absence of selection at several time points after infection. T-DNA-genome junctions were detected as early as 6 hours post-infection. T-DNA distribution was apparently uniform throughout the chromosomes, yet local biases toward AT-rich motifs and T-DNA border sequence micro-homology were detected. Analysis of the epigenetic landscape of integration showed that selected events reported on previously were associated with extremely low methylation and nucleosome occupancy. Conversely, non-selected events from this study showed chromatin marks, such as high nucleosome occupancy and high H3K27me3 that correspond to 3D-interacting heterochromatin islands embedded within euchromatin. Such structures might play a role in capturing and silencing invading T-DNA.

plant biology↗