Project description:we generated DPHL v2 from 1608 DDA-MS data acquired using Orbitrap mass spectrometers. The data included 586 DDA-MS newly acquired from 17 tissue types, while 1022 files were derived from DPHL v1. DPHL v2 thus comprises data from 24 sample types, including several cancer types . We generated four variants of DPHL v2 to include semi-tryptic peptides and protein isoforms.
Project description:Broadly neutralizing antibodies (bnAbs) to the HIV envelope (Env) V2-apex region are important leads for HIV vaccine design. Most V2-apex bnAbs engage Env with an uncommonly long heavy chain complementarity-determining region 3 (HCDR3), suggesting that rarity of bnAb precursors poses a challenge for vaccine priming. We created precursor sequence definitions for V2-apex HCDR3-dependent bnAbs and searched for related precursors in human antibody heavy chain ultradeep sequencing data from 14 HIV-unexposed donors. We found potential precursors in a majority of donors for only two long-HCDR3 V2-apex bnAbs, PCT64 and PG9, identifying these bnAbs as priority vaccine targets. We then engineered ApexGT Env trimers that bind inferred germlines for PCT64 and PG9 and have higher affinities for bnAbs; determined cryo-EM structures of ApexGT trimers bound to inferred germline and bnAb forms of PCT64 and PG9; and developed an mRNA-encoded cell-surface trimer for our lead ApexGT candidate. The methods and immunogens developed here have promise to assist the development of an HIV vaccine.
Project description:Deciphering cis-regulatory logic underlying cell type identity is a fundamental question in biology. Single-cell chromatin accessibility (scATAC-seq) data has enabled training of sequence-to-function deep learning models allowing decoding of enhancer logic and design of synthetic enhancers. Training such models requires large amounts of high-quality training data across species, organs, development, aging, and disease. To facilitate the cost-effective generation of large scATAC-seq atlases for model training, we developed a new version of the open-source microfluidic system HyDrop with increased sensitivity and scale: HyDrop v2. We generated HyDrop-v2 atlases for the mouse cortex and Drosophila embryo development and compared them to atlases generated on commercial platforms. HyDrop-v2 data integrates seamlessly with commercially available chromatin accessibility methods (10x Genomics). Differentially accessible regions and motif enrichment across cell types are equivalent between HyDrop-v2 and 10x atlases. Sequence-to-function models trained on either atlas are comparable as well in terms of enhancer predictions, sequence explainability, and transcription factor footprinting. By offering accessible data generation, enhancer models trained on HyDrop-v2 and mixed atlases can contribute to unraveling cell-type specific regulatory elements in health and disease.
Project description:This study investigates the dynamic alterations in high vaginal fluid (HVF) proteome and its correlation with physiological changes during progression of term pregnancy. The HVF samples were collected at three time points as defined as V1 (6-12 weeks), V2 (18-20 weeks) and V3 (26-28 weeks) and SWATH-MS strategy were applied to profile changes in protein expression at early and middle stage of pregnancy. Using in-house generated HVF-specific protein library, 61 proteins (>1.5 fold at V2/V1 or V3/V1, q-value <0.05) changed as a function of gestational age. The stage-specific expression pattern of these proteins was mainly associated with the biology of cervical remolding, fetal development and microbial defense.
Project description:This study investigates the dynamic alterations in high vaginal fluid (HVF) proteome and its correlation with physiological changes during progression of term pregnancy. The HVF samples were collected at three time points as defined as V1 (6-12 weeks), V2 (18-20 weeks) and V3 (26-28 weeks) and SWATH-MS strategy were applied to profile changes in protein expression at early and middle stage of pregnancy. Using in-house generated HVF-specific protein library, 61 proteins (>1.5 fold at V2/V1 or V3/V1, q-value <0.05) changed as a function of gestational age. The stage-specific expression pattern of these proteins was mainly associated with the biology of cervical remolding, fetal development and microbial defense.
Project description:Innate-like gd T effector subsets are exported from the thymus as “memory-like” cells prewired for rapid, specialized function. Previously, we showed that emergent gd subsets distinguished by TCRg and TCRd usage in the fetal and adult thymus possess distinct global transcriptomes and the subset-specific combinatorial expression of High Mobility Group box transcription factors (HMG TFs) shown as a primary determinant of gd effector differentiation. While the detailed mechanism of HMG TFs cooperativity and counter-regulations are not fully understood, a key feature for IL-17 producing gd T effectors (Tgd17) is predicted to be context-dependent interactions between SOX13 and TCF1 that result in diversified target gene regulation. More SOX13 allow more TCF1 dockings on DNA. TCF1 chromatin occupancy in the Tgd17 gene cluster (V2 set) mimics when the amount of SOX13 is enhanced like the Sox13 transgenic system. Globally 75% of SOX13 binding is overlapped with TCF1 binding and V2 set-specifically 85% of SOX13 targets are overlapped with TCF1 targets. Mostly V2 sets are H3K4me3 (79%) and the genome wide analysis between TCF1 and SOX13 indicate cooperative and active SOX13-dependent-TCF1-modulations on V2 sets.
Project description:m5C-specific methylated small RNA immunoprecipitation microarray analysis in CdC12-V2 vs NSUN6-knockout Malignant transformed cells of bladder epithelium
Project description:We evaluated the effect of the small RNA library preparation method on 5' tRNA-halves and miRNA abundance in libraries prepared from serum RNA using three commercially available small RNA library preparation kits (TruSeq small RNA library preparation kit v2 (Illumina), TailorMix miRNA sample preparation kit v2 (Seqmatic) and the NEBNext Multiplex Small RNA library prep kit (New England Biolabs)). RNA isolated from 100 µl of serum collected from healthy mice was used as input for the preparation of a small RNA library in duplicate and libraries were single end sequenced.
Project description:To check the acetylation levels at the positions harbouring HERV-loci and assess their variation after the treatment with HDACis (Vorinostat, romidepsin), the univocal genomic coordinates of about 3280 HERV-loci have been compared with the position of the H3AcK9 peaks identified by ChIP-seq analysis. The first analysis confirmed that HDACis are able to modulate the acetylation of repetitive elements, including HERV sequences. Subsequently, we considered only the differential peaks (diffpeaks), i.e. the peaks showing significant variation after the treatment with vorinostat and/or romidepsin. Interestingly, even if more than half of HERV-loci co-localised with acetylation peaks after HDACi treatment, only a minority of them (0.9 to 1.9%) co-localised with diffpeaks, showing mostly a reduction in their acetylation levels. Diffpeaks co-localised HERV-loci could be classified into 24 HERV groups and included the ERV-V2 locus. We focused then on the 11 HERV-loci which co-localised with diffpeaks showing an increase in acetylation levels, hence indicating an increased transcriptional activation after HDACi treatment. Remarkably, diffpeaks corresponding to the ERV-V2 locus were identified in all samples and were the most significantly upregulated in both vorinostat and romidepsin treatment. This was in part confirmed by ChIP-qPCR in different OC cells. Beside ERV-V2, only the HML8 sequence at locus 2q11,2 showed increased acetylation levels in all treated samples, independent from the HDACis used, but having lower statistical significance. The analysis revealed that the treatment with HDACis did not only account for the significant increase of ERV-V2 acetylation, but also led to the shift and concentration of acetylation peaks at the 5’ region of the HERV provirus. This observation allows us to hypothesize that HDACi treatment could not only increase ERV-V2 transcriptional activation, but also modify its pattern of expression, and eventually leading to alternative splicing.