WebMOTIFS: automated discovery, filtering and scoring of DNA sequence motifs using multiple programs and Bayesian approaches

WebMOTIFS provides a web interface that facilitates the discovery and analysis of DNA-sequence motifs. Several studies have shown that the accuracy of motif discovery can be significantly improved by using multiple de novo motif discovery programs and using randomized control calculations to identify the most significant motifs or by using Bayesian approaches. WebMOTIFS makes it easy to apply these strategies. Using a single submission form, users can run several motif discovery programs and score, cluster and visualize the results. In addition, the Bayesian motif discovery program THEME can be used to determine the class of transcription factors that is most likely to regulate a set of sequences. Input can be provided as a list of gene or probe identifiers. Used with the default settings, WebMOTIFS accurately identifies biologically relevant motifs from diverse data in several species. WebMOTIFS is freely available at http://fraenkel.mit.edu/webmotifs.Whitaker FoundationMassachusetts Institute of Technology. Undergraduate Research Opportunities ProgramJohn S. Reed Fun

Periodic retinoic acid–STRA8 signaling intersects with periodic germ-cell competencies to regulate spermatogenesis

Mammalian spermatogenesis—the transformation of stem cells into millions of haploid spermatozoa—is elaborately organized in time and space. We explored the underlying regulatory mechanisms by genetically and chemically perturbing spermatogenesis in vivo, focusing on spermatogonial differentiation, which begins a series of amplifying divisions, and meiotic initiation, which ends these divisions. We first found that, in mice lacking the retinoic acid (RA) target gene Stimulated by retinoic acid gene 8 (Stra8), undifferentiated spermatogonia accumulated in unusually high numbers as early as 10 d after birth, whereas differentiating spermatogonia were depleted. We thus conclude that Stra8, previously shown to be required for meiotic initiation, also promotes (but is not strictly required for) spermatogonial differentiation. Second, we found that injection of RA into wild-type adult males induced, independently, precocious spermatogonial differentiation and precocious meiotic initiation; thus, RA acts instructively on germ cells at both transitions. Third, the competencies of germ cells to undergo spermatogonial differentiation or meiotic initiation in response to RA were found to be distinct, periodic, and limited to particular seminiferous stages. Competencies for both transitions begin while RA levels are low, so that the germ cells respond as soon as RA levels rise. Together with other findings, our results demonstrate that periodic RA–STRA8 signaling intersects with periodic germ-cell competencies to regulate two distinct, cell-type-specific responses: spermatogonial differentiation and meiotic initiation. This simple mechanism, with one signal both starting and ending the amplifying divisions, contributes to the prodigious output of spermatozoa and to the elaborate organization of spermatogenesis.Howard Hughes Medical InstituteNational Institutes of Health (U.S.) (Pre-doctoral Training Grant T32GM007287

Organic nitrate chemistry and its implications for nitrogen budgets in an isoprene- and monoterpene-rich atmosphere: constraints from aircraft (SEAC4RS) and ground-based (SOAS) observations in the Southeast US

Formation of organic nitrates (RONO2) during oxidation of biogenic volatile organic compounds (BVOCs: isoprene, monoterpenes) is a significant loss pathway for atmospheric nitrogen oxide radicals (NOx), but the chemistry of RONO2 formation and degradation remains uncertain. Here we implement a new BVOC oxidation mechanism (including updated isoprene chemistry, new monoterpene chemistry, and particle uptake of RONO2) in the GEOS-Chem global chemical transport model with  ∼  25  x  25 km2 resolution over North America. We evaluate the model using aircraft (SEAC4RS) and ground-based (SOAS) observations of NOx, BVOCs, and RONO2 from the Southeast US in summer 2013. The updated simulation successfully reproduces the concentrations of individual gas- and particle-phase RONO2 species measured during the campaigns. Gas-phase isoprene nitrates account for 25-50 % of observed RONO2 in surface air, and we find that another 10 % is contributed by gas-phase monoterpene nitrates. Observations in the free troposphere show an important contribution from long-lived nitrates derived from anthropogenic VOCs. During both campaigns, at least 10 % of observed boundary layer RONO2 were in the particle phase. We find that aerosol uptake followed by hydrolysis to HNO3 accounts for 60 % of simulated gas-phase RONO2 loss in the boundary layer. Other losses are 20 % by photolysis to recycle NOx and 15 % by dry deposition. RONO2 production accounts for 20 % of the net regional NOx sink in the Southeast US in summer, limited by the spatial segregation between BVOC and NOx emissions. This segregation implies that RONO2 production will remain a minor sink for NOx in the Southeast US in the future even as NOx emissions continue to decline

Deciphering the mitotic and meiotic phases of spermatogenesis in the mouse

Thesis: Ph. D., Massachusetts Institute of Technology, Computational and Systems Biology Program, 2016.Cataloged from PDF version of thesis.Includes bibliographical references.Mammalian spermatogenesis includes two types of cell divisions. First, germ cells undergo transit-amplifying mitotic divisions, which enable prodigious output of mature spermatozoa. Second, they undergo reductive meiotic divisions to produce haploid gametes. In this thesis, I examine gene expression and regulation during the mitotic and meiotic phases of spermatogenesis. Chapter 2 describes how RA-STRA8 signaling regulates two key transitions: spermatogonial differentiation, which begins the transit-amplifying mitotic divisions, and meiotic initiation, which ends them. First, in mice lacking the RA (retinoic acid) target gene Stra8, undifferentiated spermatogonia accumulated; thus, Stra8 promotes spermatogonial differentiation as well as meiotic initiation. Second, injection of RA into wild-type males induced precocious spermatogonial differentiation and meiotic initiation; thus, RA acts instructively on germ cells at both transitions. Finally, competencies of germ cells to undergo spermatogonial differentiation or meiotic initiation in response to RA were found to be distinct and periodic. Chapter 3 describes a novel method for isolating precise populations of mitotic and meiotic germ cells from the mouse testis. We first synchronize germ cell development in vivo, and perform histological staging to verify synchronization. We then separate these germ cells from contaminating somatic and stem cells by FACS, to achieve ~90% purity of each distinct germ cell type, from the stem cell pool through mid/late meiotic prophase. Utilizing this "3S" method (synchronize, stage, and sort), we can robustly and efficiently separate germ cell types that were previously challenging or impossible to distinguish, with sufficient yield for transcriptomic and epigenetic studies. Chapter 4 presents a systematic comparison of the male and female gene expression programs of meiotic prophase. We performed transcriptional profiling of postnatal testes synchronized in precise stages of meiotic prophase, and compared to the same stages in the fetal ovary. We identified 260 genes up-regulated during both male and female prophase; this shared gene set represents a core meiotic program, composed of known and potential novel meiotic players. We also identified over two thousand genes that are up-regulated during meiotic prophase specifically in the male. These comprise both a male-specific meiotic program, and a preparatory program for cellular differentiation of spermatozoa.by Katherine A. Romer.Ph. D

programs and Bayesian approaches

sequence motifs using multipl

Isolating mitotic and meiotic germ cells from male mice by developmental synchronization, staging, and sorting

Isolating discrete populations of germ cells from the mouse testis is challenging, because the adult testis contains germ cells at every step of spermatogenesis, in addition to somatic cells. We present a novel method for isolating precise, high-purity populations of male germ cells. We first synchronize germ cell development in vivo by manipulating retinoic acid metabolism, and perform histological staging to verify synchronization. We use fluorescence-activated cell sorting to separate the synchronized differentiating germ cells from contaminating somatic cells and undifferentiated spermatogonia. We achieve ~90% purity at each step of development from undifferentiated spermatogonia through late meiotic prophase. Utilizing this “3 S” method (synchronize, stage, and sort), we can separate germ cell types that were previously challenging or impossible to distinguish, with sufficient yield for epigenetic and biochemical studies. 3 S expands the toolkit of germ cell sorting methods, and should facilitate detailed characterization of molecular and biochemical changes that occur during the mitotic and meiotic phases of spermatogenesis.National Institutes of Health (U.S.). Pre-Doctoral Training Grant (T32GM007287

GCNA Interacts with Spartan and Topoisomerase II to Regulate Genome Stability

GCNA proteins are expressed across eukarya in pluripotent cells and have conserved functions in fertility. GCNA homologs Spartan (DVC-1) and Wss1 resolve DNA-protein crosslinks (DPCs), including Topoisomerase-DNA adducts, during DNA replication. Here, we show that GCNA mutants in mouse and C. elegans display defects in genome maintenance including DNA damage, aberrant chromosome condensation, and crossover defects in mouse spermatocytes and spontaneous genomic rearrangements in C. elegans. We show that GCNA and topoisomerase II (TOP2) physically interact in both mice and worms and colocalize on condensed chromosomes during mitosis in C. elegans embryos. Moreover, C. elegans gcna-1 mutants are hypersensitive to TOP2 poison. Together, our findings support a model in which GCNA provides genome maintenance functions in the germline and may do so, in part, by promoting the resolution of TOP2 DPCs. DNA topoisomerases help unwind DNA but occasionally get trapped, resulting in DNA-protein crosslinks (DPCs). DPCs damage DNA and threaten genomic integrity. Dokshin et al. find that GCNA protein family complements standard DPC processing machinery in resolving topoisomerase II DPCs to ensure heritable genome stability and germline immortality.National Institutes of Health (U.S.) (Grant P40 OD010440

Isolating mitotic and meiotic germ cells from male mice by developmental synchronization, staging, and sorting

Isolating discrete populations of germ cells from the mouse testis is challenging, because the adult testis contains germ cells at every step of spermatogenesis, in addition to somatic cells. We present a novel method for isolating precise, high-purity populations of male germ cells. We first synchronize germ cell development in vivo by manipulating retinoic acid metabolism, and perform histological staging to verify synchronization. We use fluorescence-activated cell sorting to separate the synchronized differentiating germ cells from contaminating somatic cells and undifferentiated spermatogonia. We achieve ~90% purity at each step of development from undifferentiated spermatogonia through late meiotic prophase. Utilizing this “3 S” method (synchronize, stage, and sort), we can separate germ cell types that were previously challenging or impossible to distinguish, with sufficient yield for epigenetic and biochemical studies. 3 S expands the toolkit of germ cell sorting methods, and should facilitate detailed characterization of molecular and biochemical changes that occur during the mitotic and meiotic phases of spermatogenesis

Exoplasmic cysteine Cys384 of the HDL receptor SR-BI is critical for its sensitivity to a small-molecule inhibitor and normal lipid transport activity

The HDL receptor, scavenger receptor, class B, type I (SR-BI), is a homooligomeric cell surface glycoprotein that controls HDL structure and metabolism by mediating the cellular selective uptake of lipids, mainly cholesteryl esters, from HDL. The mechanism underlying SR-BI-mediated lipid transfer, which differs from classic receptor-mediated endocytosis, involves a two-step process (binding followed by lipid transport) that is poorly understood. Our previous structure/activity analysis of the small-molecule inhibitor blocker of lipid transport 1 (BLT-1), which potently (IC[subscript 50] ∼ 50 nM) blocks SR-BI-mediated lipid transport, established that the sulfur in BLT-1’s thiosemicarbazone moiety was essential for activity. Here we show that BLT-1 is an irreversible inhibitor of SR-BI, raising the possibility that cysteine(s) in SR-BI interact with BLT-1. Mass spectrometric analysis of purified SR-BI showed two of its six exoplasmic cysteines have free thiol groups (Cys251 and Cys384). Converting Cys384 (but not Cys251) to serine resulted in complete BLT-1 insensitivity, establishing that the unique molecular target of BLT-1 inhibition of cellular SR-BI dependent lipid transport is SR-BI itself. The C384S substitution reduced the receptor’s intrinsic lipid uptake activity by approximately 60% without dramatically altering its surface expression, homooligomerization, or HDL binding. Thus, a small-molecule screening approach identified a key residue in SR-BI involved in lipid transport, providing a powerful springboard into the analyses of the structure and mechanism of SR-BI, and highlighting the power of this approach for such analyses.Broad Institute of MIT and Harvard. Proteomics PlatformNational Cancer Institute (U.S.