Cell state transitions are often triggered by large changes in the
concentrations of transcription factors and therefore large differences
in their stoichiometric ratios. Whether cells can elicit transitions using
modest changes in the ratios of co-expressed factors is unclear. Here,
we investigate how cells in the Drosophila eye resolve state...
# Brazil bus transportation data and US domestic air transportation network data:
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Temporal network transportation data with monthly resolution.
The Brazilian inter-cities bus data was collected from the Brazilian National Land Transportation Agency ([ANTT]( https://antt.gov.br.)). The dataset contains all inter-cities bus transportation from January 2005 to December 2014 with monthly...
Gene expression is a regulated process that is driven by ATP consumption. Therefore, regulation must be coupled to constraints imposed by the level of energy metabolism. Here, we explore this relationship both theoretically and experimentally. A mathematical model predicts that activators of gene expression have variable impact depending on metabolic...
Below is the abstract for the forthcoming Book and Paper Group Annual article at the time of this submission.
Rigid polysaccharide gels are a vital area of research for library and paper conservation, as they are still a relatively new material in the field. This experiment investigates anecdotal concerns of... and Included in this submission are the following supplementary materials that were unable to be included in the article, but the authors would like to make available for other researchers:
● Raw data csv files and R analysis code
● Supplemental graphs
● Full bibliography
● Sources of Materials document
●...
This collection includes all of the supplemental figures that were not included in the thesis document. (Isotopic, Mycorrhizal Morphology and Temperature)
These datasets include all raw data, corrected data, and correction calculations for the sapling height, statistical tests and mycorrhizal morphological analysis data analyzed during the experimental work.
This dataset includes all raw data, corrected data, and correction calculations for the soil moisture, light intensity, and temperature data analyzed during the experimental work.
This collection of csv files contains information from the internet movie database (IMDb; imdb.com), which can be packaged into a database for example problems. The files have been put together in support of exercises for the LSSTC DSFP.
The data were collected from the website: https://relational.fit.cvut.cz/dataset/IMDb
This data set was curated as part of an exercise for the LSSTC Data Science Fellowship Program (DSFP).
Some of the data are sourced from the Sloan Digital Sky Survey (SDSS; sdss.org).
Geogenic fluoride contaminates the water of tens of millions of people. However, many are unaware of the fluoride content due in part to shortcomings of detection methods. Biosensor tests are a relatively new approach to water quality testing that address many of these shortcomings but have never been tested by...
Learning to discriminate between different sensory stimuli is essential for survival. In rodents, the olfactory bulb, which contributes to odor discrimination via pattern separation, exhibits extensive structural synaptic plasticity involving the formation and removal of synaptic spines, even in adult animals. The network connectivity resulting from this plasticity is...
ARCH Deposit Description:
Citation: Xavier Hall, C.D., Wood, C., Hurtado, M., BA, Moskowitz, D., Dyar, C., Mustanski, B., Identifying leaks in the STEM recruitment pipeline among sexual and gender minority secondary students: bullying, self-concept, perceived climate, and STEM intentions. PLOS ONE. (In Press)
and "Abstract
Purpose: Research establishes the critical need to address the underrepresentation of women and racial/ethnic minorities in science, technology, engineering, and mathematics (STEM). While emergent research addresses similar challenges for sexual and gender minorities (SGM), this research remains scant and focuses on adult experiences. This analysis examines subgroup differences and...
Different cancers are dependent on distinct genes for their survival. The Broad institute previously ran assays on cancer cell lines that knocked out individual genes. Cell survival was subsequently measured to discover what genes were most essential to cancer survival. This dashboard uses the “essentiality” scores produced from these assays...
Lichess is an online chess platform where players can play against each other in different rating brackets. Our idea was to visualize the chess opening hierarchy by experience level on the Lichess platform catered to beginner to advanced chess players. Chess openings are specific sequences of moves played by both...
The ability of a cell to regulate its mechanical properties is central to its function. Emerging evidence suggests that interactions between the cell nucleus and cytoskeleton influence cell mechanics through poorly understood mechanisms. Here we conduct quantitative confocal imaging to show that loss of A-type lamins tends to increase nuclear...
These data are packaged as a "tarball" which includes main files. There are two main files:
training_sources.csv – list of sources in the training_lcs/ folder, including name, classification, mean mag, total number of observations, and duration of observations
test_sources.csv –list of sources in the test_lcs/ folder, including name, classification, mean...
This data set includes photometric features as measured by the Sloan Digital Sky Survey (SDSS; sdss.org) that can be used as a training set in a machine learning model to separate galaxies and stars. It is used as part of a problem developed for the LSSTC Data Science Fellowship Program....
This data set was curated as part of an exercise for the LSSTC Data Science Fellowship Program (DSFP). The data are sourced from the Sloan Digital Sky Survey (SDSS; sdss.org).
The following query of the SDSS database was used to select these data (note - use of "TOP" in the...
Abstract A significant component of the repetitive dynamics during locomotion in vertebrates is generated within the spinal cord. The legged locomotion of mammals is most likely controled by a hierarchical, multi-layer spinal network structure, while the axial circuitry generating the undulatory swimming motion of animals like lamprey is thought to...
Circadian rhythms — physiological, behavioral, and metabolic oscillations with an approximate 24-h period — are controlled by an evolutionarily conserved set of core clock genes operating at the transcriptional and protein level. Entrainable by Zeitgebers (external environmental stimuli such as light, temperature, and food) that modulate time-of-day specific functions, the...
This data was a part of a REDCap survey opened from 5/6/2020 to 7/7/2020. Potential participants with cerebral palsy and their families voluntarily responded to various questions about the motivators, barriers, and goals associated with the decision to participate in cerebral palsy research. Included in this work are the dataset...
Throughout the last two decades several scholars observed that present-day research into human genes rarely turns toward genes that had not already been extensively investigated in the past. Guided by hypotheses derived from studies of science and innovation, we present here a literature-wide data-driven meta-analysis to identify the specific scientific...
This is the raw data for an article in the process of being published. The article's abstract is: There is evidence suggesting that during walking the whole body center-of-mass (COM) trajectory may be a control objective, a goal that the central nervous system chooses optimal solutions around to plan and...
Background: Neural impairments that follow hemiparetic stroke may negatively affect passive muscle properties, further limiting recovery. However, factors such as hypertonia, spasticity, and botulinum neurotoxin (BoNT), a common clinical intervention, confound our understanding of muscle properties in chronic stroke.
Objective: To determine if muscle passive biomechanical properties are different following...
Astronomers are studying how young stellar objects (YSOs) develop and accrete mass. The variability of the YSO brightness can give information about the rate of accretion and the growth of these young stars. The YSOs described in this project are found in the Large Magellanic Cloud, a galaxy nearby to...
My submission is a data dashboard that depicts global trends for new and total COVID-19 cases between Jan 01, 2020 and March 08, 2021. It contains two tabs (new and total cases) with three interactive visualizations. Two maps, an original and a log-scale-filled, show the number of new COVID-19 cases...
American communities of color have shouldered a disproportionate share of the COVID-19 pandemic’s burden. For instance, at peak, Hispanic/Latino Americans experienced a weekly all-cause death burden 130.9% in excess of previous years. Not all excess deaths are directly attributable to COVID-19—there is emerging evidence that delays in care associated with...
ARTICLE 3: TITLE. A phase-shifting anterior-posterior network organizes global phase relations. ABSTRACT. Prior research has identified a variety of task-dependent networks that form through inter-regional phase-locking of oscillatory activity that are neural correlates of specific behaviors. Despite ample knowledge of task-specific functional networks, general rules governing global phase relations have..., ARTICLE 1: TITLE. Probabilistic, entropy-maximizing control of large-scale neural synchronization.
ABSTRACT. Oscillatory neural activity is dynamically controlled to coordinate perceptual, attentional and cognitive processes. On the macroscopic scale, this control is reflected in the U-shaped deviations of EEG spectral-power dynamics from stochastic dynamics, characterized by disproportionately elevated occurrences of the..., and ARTICLE 2: TITLE. Spatiotemporal dynamics of maximal and minimal EEG spectral power.
ABSTRACT. Oscillatory neural activities are prevalent in the brain with their phase realignment contributing to the coordination of neural communication. Phase realignments may have especially strong (or weak) impact when neural activities are strongly synchronized (or desynchronized) within...
The data file contains federal criminal cases as observations and case attribute variables. This data file is the basis for the article Discretion and Disparity in Federal Detention, 115 Nw. U. L. Rev. 1261 (2021), available at: https://scholarlycommons.law.northwestern.edu/nulr/vol115/iss5/1/. This data file is created with data from the U.S. Sentencing Commission...
Readme for Federal Circuit data file created by Melissa F. Wasserman and Jonathan D. Slack. The data file contains Federal Circuit opinions in each row and case/opinion attributes on the columns. The data file covers opinions issued from 10.13.2004 through 1.30.2018. This data file is the basis for the article...
Patients with sickle cell disease (SCD) experience lifelong struggles with both chronic and acute pain, often requiring medical intervention. Pain can be managed with medications, but dosages must balance the goal of pain mitigation against the risks of tolerance, addiction and other adverse effects. Setting appropriate dosages requires knowledge of...
In the early decades of the NAES College library, librarians kept a physical card catalog which described, organized, and made findable all of the materials faculty, students, staff, and their relations might need as part of their experience at the college. Representing a unique view of the library in the...
Spatiotemporal dynamics of EEG/MEG (electro-/magneto-encephalogram) have typically been investigated by applying time-frequency decomposition and examining amplitude-amplitude, phase-phase, or phase-amplitude associations between combinations of frequency bands and scalp sites, primarily to identify neural correlates of behaviors and traits. Instead, we directly extracted global EEG spatiotemporal dynamics as trajectories of k-dimensional state...
