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Illinois Data Bank Dataset Search Results
Dataset Search Results
published: 2022-01-31
Dominguez, Francina (2022): Data for The Orinoco Low-level Jet and the Cross-Equatorial Moisture Transport over tropical South America: Lessons from seasonal WRF simulations. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-9924420_V1
This dataset contains results from WRF simulations over northern South America. The Orinoco Low-Level Jet (OLLJ) and the Cross-Equatorial Moisture Transport are important circulation structures of the climate of tropical South America. We explore the sensitivity of the OLLJ and cross-equatorial transport to the representation of surface fluxes and turbulence by using two different Land Surface Model (LSM) schemes (Noah and CLM) and three Planetary Boundary Layer (PBL) schemes (YSU, QNSE and MYNN).
keywords:
WRF; Orinoco LLJ; preicpitation
published: 2021-05-07
Cattai de Godoy, Maria (2021): Use of legumes and yeast as novel dietary protein sources in extruded canine diets . University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-4677176_V1
- The objective of this study was to evaluate macronutrient apparent total tract digestibility (ATTD), gastrointestinal tolerance, and fermentative end-products in extruded, canine diets. <br />- Five diets were formulated to be isocaloric and isonitrogenous with either garbanzo beans (GBD), green lentils (GLD), peanut flour (PFD), dried yeast (DYD), or poultry by-product meal (CON) as the primary protein sources. Ten adult, intact, female beagles (mean age: 4.2 ± 1.1 yr, mean 28 weight: 11.9 ± 1.3 kg) were used in a replicated, 5x5 Latin square design with 14 d periods. Total DNA from fresh fecal samples was extracted using Mo-Bio PowerSoil kits (MO BIO Laboratories, Inc., Carlsbad, CA). Amplification of the 292 bp-fragment of V4 region from the 16S rRNA gene was completed using a Fluidigm Access Array (Fluidigm Corporation, South San Francisco, CA). Paired-end Illumina sequencing was performed on a MiSeq using v3 reagents (Illumina Inc., San Diego, CA) at the Roy J. Carver Biotechnology Center at the University of Illinois. <br />- Filenames are composed of animal name identifier, diet (CON=control; DY= dried yeast; GB= garbanzo beans; GL= green lentils; PF= peanut flour) and period replicate number (P1, P2, P3, P4, and P5).
keywords:
Dog; Digestibility; Legume; Microbiota; Pulse; Yeast
published: 2021-05-10
Fallaw, Colleen (2021): Data for Institutional Data Repository Development, a Moving Target. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-7291801_V1
This dataset contains data used in publication "Institutional Data Repository Development, a Moving Target" submitted to Code4Lib Journal. It is a tabular data file describing attributes of data files in datasets published in Illinois Data Bank 2016-04-01 to 2021-04-01.
keywords:
institutional repository
published: 2022-01-27
Li, Shuai; Moller, Christopher A.; Mitchell, Noah G.; Lee, DoKyoung; Sacks, Erik J.; Ainsworth, Elizabeth A. (2022): Testing unified theories for ozone response in C4 species. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-9373041_V1
Twenty-two genotypes of C4 species grown under ambient and elevated O3 concentration were studied at the SoyFACE (40°02’N, 88°14’W) in 2019. This dataset contains leaf morphology, photosynthesis and nutrient contents measured at three time points. The results of CO2 response curves are also included.
keywords:
C4, O3, photosynthesis
published: 2023-02-07
Qin, Ziqi; Guan, Kaiyu (2023): Data for Assessing long-term impacts of cover crops on soil organic carbon in the central U.S. Midwestern agroecosystems. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-4013912_V1
This dataset includes supporting data for our article 'Assessing long-term impacts of cover crops on soil organic carbon in the central U.S. Midwestern agroecosystems'. The dataset contains carbon fluxes and SOC benefits from cover crops at six cover crop experiment sites in Illinois with three rotation systems: (1) without-cover-crop (maize-soybean rotations), (2) non-legume-preceding-maize (maize-annual ryegrass-soybean-annual ryegrass rotations), and (3) legume-preceding-maize (maize-cereal rye-soybean-hairy vetch rotations). <b>*NOTE:</b> there should be 13 files + 1 readme file, instead of 15 files as mentioned in readme.
keywords:
Soil organic carbon; cover crops
published: 2021-03-31
Smirnov, Vladimir (2021): Datasets used in "Recursive MAGUS: scalable and accurate multiple sequence alignment". University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-1048258_V1
This archive contains the datasets used in the paper "Recursive MAGUS: scalable and accurate multiple sequence alignment". - 16S.3, 16S.T, 16S.B.ALL - HomFam - RNASim These can also be found at https://sites.google.com/eng.ucsd.edu/datasets/alignment/pastaupp
published: 2021-05-14
Liu, Menglin; Gramig, Benjamin (2021): Survey of Cover Crop, Conservation Tillage and Nutrient Management Practice Usage in Illinois and 2020 Fall Covers for Spring Savings Crop Insurance Discount Program Participation. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-5222984_V1
Please cite as: Menglin Liu and Benjamin M. Gramig. "Survey of Cover Crop, Conservation Tillage and Nutrient Management Practice Usage in Illinois and 2020 Fall Covers for Spring Savings Crop Insurance Discount Program Participation." Report to the Illinois Department of Agriculture and Fall Covers for Spring Savings working group. Center for the Economics of Sustainability and Department of Agricultural and Consumer Economics, University of Illinois at Urbana-Champaign. 2021. https://doi.org/10.13012/B2IDB-5222984_V1
keywords:
cover crops; Illinois; 2020; conservation tillage; nutrient management practices; farmer survey; NLRS
published: 2022-01-20
Layser, Michelle (2022): Multi-State Survey of State New Markets Tax Credit Laws (Last Updated Jan. 19, 2022). University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-6263002_V1
This dataset provides a 50-state (and DC) survey of state-level tax credits modeled after the federal New Markets Tax Credit program, including summaries of the tax credit amount and credit periods, key definitions, eligibility criteria, application process, and degree of conformity to federal law.
keywords:
New Markets Tax Credits; NMTC; tax incentives; state law
published: 2022-01-20
Layser, Michelle (2022): Multi-State Survey of State Enterprise Zone Laws (Last Updated Jan. 20, 2022). University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-8986969_V1
This dataset provides a 50-state (and DC) survey of state-level enterprise zone laws, including summaries and analyses of zone eligibility criteria, eligible investments, incentives to invest in human capital and affordable housing, and taxpayer eligibility.
keywords:
Enterprise Zones; tax incentives; state law
published: 2019-08-29
Nardulli, Peter; Peyton, Buddy; Bajjalieh, Joseph; Singh, Ajay; Martin, Michael; Shalmon, Dan; Althaus, Scott (2019): Social Political Economic Event Dataset (SPEED): Liberia, Philippines, and Sierra Leone (1979-2008). Cline Center for Advanced Social Research. V1.0.0. August 29. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-7407320_V1
This is part of the Cline Center’s ongoing Social, Political and Economic Event Database Project (SPEED) project. Each observation represents an event involving civil unrest, repression, or political violence in Sierra Leone, Liberia, and the Philippines (1979-2009). These data were produced in an effort to describe the relationship between exploitation of natural resources and civil conflict, and to identify policy interventions that might address resource-related grievances and mitigate civil strife. This work is the result of a collaboration between the US Army Corps of Engineers’ Construction Engineer Research Laboratory (ERDC-CERL), the Swedish Defence Research Agency (FOI) and the Cline Center for Advanced Social Research (CCASR). The project team selected case studies focused on nations with a long history of civil conflict, as well as lucrative natural resources. The Cline Center extracted these events from country-specific articles published in English by the British Broadcasting Corporation (BBC) Summary of World Broadcasts (SWB) from 1979-2008 and the CIA’s Foreign Broadcast Information Service (FBIS) 1999-2004. Articles were selected if they mentioned a country of interest, and were tagged as relevant by a Cline Center-built machine learning-based classification algorithm. Trained analysts extracted nearly 10,000 events from nearly 5,000 documents. The codebook—available in PDF form below—describes the data and production process in greater detail.
keywords:
Cline Center for Advanced Social Research; civil unrest; Social Political Economic Event Dataset (SPEED); political; event data; war; conflict; protest; violence; social; SPEED; Cline Center; Political Science
published: 2021-04-22
Rapti, Zoi (2021): Temperate and chronic virus competition. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-0705058_V1
All code in Matlab .m scripts or functions (version R2019b) Affiliated with article “Temperate and chronic virus competition leads to low lysogen frequency” published in the Journal of Theoretical Biology (2021) Codes simulate and plot the solutions of an Ordinary Differential Equations model and generate bifurcation diagrams.
published: 2021-05-12
Clem, Scott; Harmon-Threatt, Alexandra (2021): Raw data and code for the paper "Field borders provide winter refuge for beneficial predators and parasitoids: a case study on organic farms". University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-8470827_V2
These are the data sets associated with our publication "Field borders provide winter refuge for beneficial predators and parasitoids: a case study on organic farms." For this project, we compared the communities of overwintering arthropod natural enemies in organic cultivated fields and wildflower-strip field borders at five different sites in central Illinois. Abstract: Semi-natural field borders are frequently used in midwestern U.S. sustainable agriculture. These habitats are meant to help diversify otherwise monocultural landscapes and provision them with ecosystem services, including biological control. Predatory and parasitic arthropods (i.e., potential natural enemies) often flourish in these habitats and may move into crops to help control pests. However, detailed information on the capacity of semi-natural field borders for providing overwintering refuge for these arthropods is poorly understood. In this study, we used soil emergence tents to characterize potential natural enemy communities (i.e., predacious beetles, wasps, spiders, and other arthropods) overwintering in cultivated organic crop fields and adjacent field borders. We found a greater abundance, species richness, and unique community composition of predatory and parasitic arthropods in field borders compared to arable crop fields, which were generally poorly suited as overwintering habitat. Furthermore, potential natural enemies tended to be positively associated with forb cover and negatively associated with grass cover, suggesting that grassy field borders with less forb cover are less well-suited as winter refugia. These results demonstrate that semi-natural habitats like field borders may act as a source for many natural enemies on a year-to-year basis and are important for conserving arthropod diversity in agricultural landscapes.
keywords:
Natural enemy; wildflower strips; conservation biological control; semi-natural habitat; field border; organic farming
published: 2022-02-20
Proescholdt, Randi; Hsiao, Tzu-Kun; Schneider, Jodi; Cohen, Aaron; McDonagh, Marian; Smalheiser, Neil (2022): Data from Testing a filtering strategy for systematic reviews: Evaluating work savings and recall. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-9257002_V1
This dataset contains the files used to perform the work savings and recall evaluation in the study titled "Data from Testing a filtering strategy for systematic reviews: Evaluating work savings and recall."
keywords:
systematic reviews; machine learning; work savings; recall; search results filtering
published: 2022-01-14
Layser, Michelle (2022): Multi-State Survey of State Opportunity Zones Laws (Last Updated Jan. 14, 2022). University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-4303513_V1
This dataset provides a 50-state (and DC) survey of state-level Opportunity Zones laws, including summaries of states' Opportunity Zone tax preferences, supplemental tax preferences, and approach to Opportunity Zones conformity. Data was last updated on January 14, 2022.
keywords:
Opportunity Zones; tax incentives; state law
published: 2022-01-01
Cao, Yanghui; Dietrich, Christopher H. (2022): Datasets for "Phylogenomics of flavobacterial insect nutritional endosymbionts with implications for the phylogeny of their hosts". University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-7486289_V1
The file “Fla.fasta”, comprising 10526 positions, is the concatenated amino acid alignments of 51 orthologues of 182 bacterial strains. It was used for the maximum likelihood and maximum parsimony analyses of Flavobacteriales. Bacterial species names and strains were used as the sequence names, host names of insect endosymbionts were shown in brackets. The file “16S.fasta” is the alignment of 233 bacterial 16S rRNA sequences. It contains 1455 positions and was used for the maximum likelihood analysis of flavobacterial insect endosymbionts. The names of endosymbiont strains were replaced by the name of their hosts. In addition to the species names, National Center for Biotechnology Information (NCBI) accession numbers were also indicated in the sequence names (e.g., sequence “Cicadellidae_Deltocephalinae_Macrostelini_Macrosteles_striifrons_AB795320” is the 16S rRNA of Macrosteles striifrons (Cicadellidae: Deltocephalinae: Macrostelini) with a NCBI accession number AB795320). The file “Sulcia_pep.fasta” is the concatenated amino acid alignments of 131 orthologues of “Candidatus Sulcia muelleri” (Sulcia). It contains 41970 positions and presents 101 Sulcia strains and 3 Blattabacterium strains. This file was used for the maximum likelihood analysis of Sulcia. The file “Sulcia_nucleotide.fasta” is the concatenated nucleotide alignment corresponding to the sequences in “Sulcia_pep.fasta” but also comprises the alignment of 16S rRNA. It has 127339 positions and was used for the maximum likelihood and maximum parsimony analyses of Sulcia. Individual gene alignments (16S rRNA and 131 orthologues of Sulcia and Blattabacterium) are deposited in the compressed file “individual_gene_alignments.zip”, which were used to construct gene trees for multispecies coalescent analysis. The names of Sulcia strains were replaced by the name of their hosts in “Sulcia_pep.fasta”, “Sulcia_nucleotide.fasta” and the files in “individual_gene_alignments.zip”. In all the alignment files, gaps are indicated by “-”.
keywords:
endosymbiont, “Candidatus Sulcia muelleri”, Auchenorrhyncha, coevolution
published: 2021-08-27
Edmonds, Devin (2021): Data for Poison Frogs in U.S. Collections. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-4717502_V1
The dataset shows all poison frogs (superfamily Dendrobatoidea) in private U.S. collections during 1990–2020. For each species and color morph, there is a date of arrival, the way it arrived in U.S. collections, and detailed notes related to its presence in the pet trade.
keywords:
pet trade; amphibians; Dendrobatidae
published: 2022-02-09
Kansara, Yogeshwar; Hoang, Khanh Linh (2022): RCT Tagger Results. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-6773581_V3
The data file contains a list of articles and their RCT Tagger prediction scores, which were used in a project associated with the manuscript "Evaluation of publication type tagging as a strategy to screen randomized controlled trial articles in preparing systematic reviews".
keywords:
Cochrane reviews; automation; randomized controlled trial; RCT; systematic reviews
published: 2022-02-09
Kansara, Yogeshwar; Hoang, Khanh Linh (2022): Articles With PubMed Identifiers. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-4623305_V3
The data file contains a list of articles with PMIDs information, which were used in a project associated with the manuscript "Evaluation of publication type tagging as a strategy to screen randomized controlled trial articles in preparing systematic reviews".
keywords:
Cochrane reviews; Randomized controlled trials; RCT; Automation; Systematic reviews
published: 2019-10-19
Corey, Ryan M.; Skarha, Matthew D.; Singer, Andrew C. (2019): Massive Distributed Microphone Array Dataset. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-6216881_V1
Large, distributed microphone arrays could offer dramatic advantages for audio source separation, spatial audio capture, and human and machine listening applications. This dataset contains acoustic measurements and speech recordings from 10 loudspeakers and 160 microphones spread throughout a large, reverberant conference room. The distributed microphone system contains two types of array: four wearable microphone arrays of 16 sensors each placed near the ears and across the upper body, and twelve tabletop arrays of 8 microphones each in enclosures designed to resemble voice-assistant speakers. The dataset includes recordings of chirps that can be used to measure impulse responses and of speech clips derived from the CSTR VCTK corpus. The speech clips are recorded both individually and as a mixture to support source separation experiments. The uncompressed files are about 13.4 GB.
keywords:
microphone arrays; audio source separation; augmented listening; wireless sensor networks
published: 2020-10-28
Curtis, Amanda; Tiemann, Jeremy; Douglass, Sarah; Davis, Mark; Larson, Eric (2020): Data for: High stream flows dilute environmental DNA (eDNA) concentrations and reduce detectability. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-1591542_V1
We studied we examined the role of stream flow on environmental DNA (eDNA) concentrations and detectability of an invasive clam (Corbicula fluminea), while also accounting for other abiotic and biotic variables. This data includes the eDNA concentrations, quadrat estimates of clam density, and abiotic variables.
keywords:
Corbicula; detection probability; eDNA; invasive species; lotic; occupancy modeling
published: 2022-08-20
Jones, Todd; Ward, Michael (2022): Jones and Ward BEAS-D-21-00106R2. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-4619552_V1
Dataset associated with Jones and Ward BEAS-D-21-00106R2 submission: Parasitic cowbird development up to fledging and subsequent post-fledging survival reflect life history variation found across host species. Excel CSV files and .inp file with data used in nest survival and Brown-headed Cowbird post-fledging analyses and file with descriptions of each column. The CSV file is setup for logistic exposure models in SAS or R and the .inp file is setup to be uploaded into program MARK for multi-state recaptures only analysis. Species included in the analyses: American Robin, Blue Grosbeak, Brown Thrasher, Blue-winged Warbler, Carolina Chickadee, Chipping Sparrow, Common Yellowthroat, Dickcissel, Eastern Bluebird, Eastern Phoebe, Eastern Towhee, Field Sparrow, Gray Catbird, House Wren, Indigo Bunting, Northern Cardinal, Red-winged Blackbird, Tree Swallow, Yellow-breasted Chat, and Yellow Warbler.
keywords:
brood parasitism; cowbird; carryover effects; phenotypic plasticity; post-fledging; songbirds
published: 2022-06-01
Southey, Bruce; Rodriguez-Zas, Sandra L. (2022): Data for changes in neuropeptide prohormone genes among Cetartio-dactyla livestock and wild species associated with evolution and domestication. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-2071917_V1
This dataset contain information for the paper "Changes in neuropeptide prohormone genes among Cetartio-dactyla livestock and wild species associated with evolution and domestication" Veterinary Sciences, MDPI. Protein sequences were predicted using GeneWise for 98 neuropeptide prohormone genes from publicly available genomes of 118 Cetartiodactyla species. All predictions (CetartiodactylaSequences2022.zip) were manually verified. Sequences were aligned within each prohormone using MAFFT (MDPImultalign2022.zip includes multiple sequence alignment of all species available for each prohormone). Phylogenetic gene trees were constructed using PhyML and the species tree was constructed using ASTRAL (MDPItree2022.zip). The data is released under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0).
keywords:
prohormone; neuropeptide; Cetartiodactyla; Cetartiodactyla; phylogenetics; gene tree; species tree
published: 2020-10-20
Romero, Ingrid; Urban, Michael A.; Punyasena, Surangi (2020): Airyscan confocal superresolution images of fossil and modern pollen of Amherstieae (Fabaceae). University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-9133967_V1
This dataset includes a total of 501 images of 42 fossil specimens of Striatopollis and 459 specimens of 45 extant species of the tribe Amherstieae-Fabaceae. These images were taken using Airyscan confocal superresolution microscopy at 630X magnification (63x/NA 1.4 oil DIC). The images are in the CZI file format. They can be opened using Zeiss propriety software (Zen, Zen lite) or in ImageJ. More information on how to open CZI files can be found here: [https://www.zeiss.com/microscopy/us/products/microscope-software/zen/czi.html#microscope---image-data].
keywords:
Striatopollis catatumbus; superresolution microscopy; Cenozoic; tropics; Zeiss; CZI; striate pollen.
published: 2021-03-23
Zhao, Yifan; Sharif, Hashim; Adve, Vikram; Misailovic, Sasa (2021): ApproxTuner DNN Models. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-6565690_V1
DNN weights used in the evaluation of the ApproxTuner system. Link to paper: https://dl.acm.org/doi/10.1145/3437801.3446108
published: 2022-04-19
Nowak, Romana; Yang, Shuhong; Li, Kailiang; Bi, Jiajia; Drnevich, Jenny (2022): List of differentially expressed genes for "Basigin is necessary for normal decidualization of human uterine stromal cells". University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-5457341_V1
List of differentially expressed genes in human endometrial stromal cells with knockdown of Basigin (BSG) gene expression during decidualization. The BSG siRNA or negative scrambled control siRNA were transfected into human endometrial stromal cells (HESCs) following the protocol of siLentFect™ Lipid (Bio-Rad, Hercules, CA. Following complete knock down of BSG in HESCs (72 hours after adding siRNA), HESCs were treated with medium containing estrogen, progesterone and cAMP to induce decidualization. BSG siRNA and negative control scrambled siRNA were added to the cells every four days (day 0, 4) over the course of the decidualization protocol. Total RNA was harvested at day 6 of the decidualization protocol for microarray analysis. Microarray analysis was performed at the University of Illinois at Urbana-Champaign Roy J. Carver Biotechnology Center. Briefly, 0.2 micrograms of total RNA were labeled using the Agilent two color QuickAmp labeling kit (Agilent Technologies, Santa Clara, CA) according to the manufacturer’s protocol. The optional spike-in controls were not used. Samples were hybridized to Human Gene Expression 4x44K v2 Microarray (Agilent Technologies, Santa Clara, CA) in an Agilent Hybridization Cassette according to standard protocols. The arrays were then scanned on an Axon GenePix 4000B scanner and the images were quantified using Axon GenePix 6.1. Microarray data pre-processing and statistical analyses were done in R (v3.6.2) using the limma package (3.42.0 (Ritchie et al., 2015). Median foreground and median background values from the 4 arrays were read into R and any spots that had been manually flagged (-100 values) were given a weight of zero. The background values were ignored because investigations showed that trying to use them to adjust for background fluorescence added more noise to the data; background was low and even for all arrays, therefore no background correction was done. The individual Cy5 and Cy3 fluorescence for each array were normalized together using the quantile method 3 (Yang and Thorne, 2003). Agilent's Human Gene Expression 4x44K v2 Microarray has a total of 45,220 probes: 1224 probes for positive controls, 153 negative control, 823 labeled “ignore” and 43,118 labeled “cDNA”. The pos+neg+ignore probes were used to ascertain the background level of fluorescence (6, on the log2 scale) then discarded. The cDNA probes comprise 34,127 unique 60mer probes, of which 999 probes are spotted 10 times each and the rest one time each. We averaged the replicate probes for those spotted 10 times and then fit a mixed model that had treatment and dye as fixed effects and array pairing as a random effect (Phipson et al., 2016; Smyth et al., 2005). After fitting the model but before False Discovery Rate (FDR) correction (Benjamini and Hochberg, 1995), probes were filtered out by the following criteria: 1) did not have at least 4/8 samples with expression values > 6 (14,105 probes removed), 2) no longer had an assigned Entrez Gene ID in Bioconductor’s HsAgilentDesign026652.db annotation package (v3.2.3; 2,152 probes removed) (Huber et al., 2015), 3) mapped to the same Entrez Gene ID as another probe but had a larger p-value for treatment effect (4,141 probes removed). This left 13,729 probes representing 13,729 unique genes. <b>*Please note: that there is a discrepancy between the file and the readme as this plain text is the actual data file of this dataset.</b>
keywords:
Basigin; endometrium; decidualization; human