|
|
Genes that showed expression levels higher than the corresponding reference sample (embryonic 24hr reference). |
A Mann-Whitney U test with an empirical background model and FDR correction for multiple testing was used to detect expressed transcripts (Benjamini and Hochberg 1995). Genes and TARs with an FDR <= 0.05 were reported as expressed above background. Authors detected differentially expressed transcripts using a method based on linear models. Genes and TARs were called differentially expressed if the FDR was <= 0.05 and the fold change (FC) >= 2.0. To more strictly correct for potential false-positives resulting from multiple sample comparisons, authors divided individual FDR estimates by the number of samplesor sample comparisons, respectively. This resulted in an adjusted FDR of 1.3 * 0.0001 for expression above background and of 7.4 * 0.0001 for differential expression. Authors called genes selectively enriched in a given tissue if they met the following requirements: (1) enriched expression in a given tissue (FDR <= 0.05 and FC >= 2.0), (2) fold change versus reference among the upper 40% of the positive FC range observed for this gene across all tissues, and (3) fold-change entropy among the lower 40% of the distribution observed for all genes. |
WBPaper00037950:all-neurons_L1-larva_expressed
|
|
|
TGF- Dauer pathway adult transcriptional targets. Results obtained by comparing the microarray results of the dauer-constitutive mutants daf-7(e1372), daf-7(m62), and daf-1(m40) with dauer-defective mutants daf-3(mgDf90), daf-5(e1386), and daf-7(e1372);daf-3(mgDf90) double mutants at the permissive temperature, 20C, on the first day of adulthood. |
SAM |
WBPaper00031040:TGF-beta_adult_upregulated
|
|
|
Genes that showed expression levels higher than the corresponding reference sample (embryonic 24hr reference). |
A Mann-Whitney U test with an empirical background model and FDR correction for multiple testing was used to detect expressed transcripts (Benjamini and Hochberg 1995). Genes and TARs with an FDR <= 0.05 were reported as expressed above background. Authors detected differentially expressed transcripts using a method based on linear models. Genes and TARs were called differentially expressed if the FDR was <= 0.05 and the fold change (FC) >= 2.0. To more strictly correct for potential false-positives resulting from multiple sample comparisons, authors divided individual FDR estimates by the number of samplesor sample comparisons, respectively. This resulted in an adjusted FDR of 1.3 * 0.0001 for expression above background and of 7.4 * 0.0001 for differential expression. Authors called genes selectively enriched in a given tissue if they met the following requirements: (1) enriched expression in a given tissue (FDR <= 0.05 and FC >= 2.0), (2) fold change versus reference among the upper 40% of the positive FC range observed for this gene across all tissues, and (3) fold-change entropy among the lower 40% of the distribution observed for all genes. |
WBPaper00037950:AVE-neuron_L1-larva_expressed
|
|
Osmotic stress |
Transcripts that showed significantly altered expression with 500 mM salt (NaCl) vs 100 mM salt when food was present |
DESeq(version 1.10.1), FDR < 0.05. |
WBPaper00050726:OsmoticStress_regulated_Food
|
|
Osmotic stress |
Transcripts that showed significantly altered expression with 500 mM salt (NaCl) vs 100 mM salt when no food was present |
DESeq(version 1.10.1), FDR < 0.05. |
WBPaper00050726:OsmoticStress_regulated_NoFood
|
|
|
Transcripts that showed significantly increased expression glp-1(e2141); TU3401 animals comparing to in TU3401 animals. |
Fold change > 2, FDR < 0.01. |
WBPaper00065993:glp-1(e2141)_upregulated
|
|
|
Transcripts that showed significantly increased expression in ogt-1(ok1474) neuronal cells isolated by FACs comparing to in FACs isolated neuronal cells from wild type. |
DESeq2, fold change > 2, FDR < 0.05. |
WBPaper00066485:ogt-1(ok1474)_upregulated_neuron
|
|
|
Genes that were downregulated in lin-15B(n744). |
For each gene in each microarray hybridization experiment, the ratio of RNA levels from the two samples was transformed into a log2 value and the mean log2 ratio was calculated. The log2 ratios were normalized by print-tip Loess normalization (Dudoit and Yang, 2002). All genes with a false discovery rate of <= 5% (q <= 0.05) (Storey and Tibshirani, 2003) and a mean fold-change ratio of >= 1.5 were selected for further analysis. |
WBPaper00038168:lin-15B(n744)_downregulated
|
|
|
Transcripts expressed in GABAergic neuron, according to PAT-Seq analysis using Punc-47-GFP-3XFLAG mRNA tagging. |
Cufflinks FPKM value >=1. |
WBPaper00050990:GABAergic-neuron_expressed
|
|
|
Genes that are significantly up regulated in tdp-1(ok803) poly(A) RNA-seq verses in N2. |
DESeq v1.14, with cut-off p-value < 0.05 and FDR < 0.1. |
WBPaper00046012:tdp-1(ok803)_upregulated
|
|
|
Transcripts expressed in hypodermis, according to PAT-Seq analysis using Pdpy-7-GFP-3XFLAG mRNA tagging. |
Cufflinks FPKM value >=1. |
WBPaper00050990:hypodermis_expressed
|
|
|
Transcripts that showed significantly decreased expression in atfs-1(cmh15) (null allele) animals comparing to in N2 animals at L4 larva stage. |
edgeR, fold change > 2, FDR < 0.05 |
WBPaper00060909:atfs-1(cmh15)_downregulated
|
|
|
Transcripts expressed in NMDA neuron, according to PAT-Seq analysis using Pnmr-1-GFP-3XFLAG mRNA tagging. |
Cufflinks FPKM value >=1. |
WBPaper00050990:NMDA-neuron_expressed
|
|
|
Genes up regulated in alg-1(gk214) comparing to in N2. |
Differential expression was assessed using an empirical Bayes statistics using the eBayes function. |
WBPaper00040823:alg-1(gk214)_upregulated
|
|
|
Genes with expression level regulated by genotype (N2 vs CB4856) and age at old adults stage (214 hours at 24 centigrade). |
For model 2, authors used 100 permutations to estimate the FDR threshold. Per permutation, genotypes and ages were independently randomly distributed, keeping the among-gene structure intact. Then for each spot (23,232) on the array, model 2 was tested. The obtained P-values were used to estimate a threshold for each of the explanatory factors. Authors also used a genome-wide threshold of -log10 P-value = 2, which resembles an FDR of 0.072 and 0.060 for marker and the interaction age-marker for the developing worms and FDR of 0.050 and 0.065 for marker and age-marker for the aging worms. For the physiological age effect, authors used a log10 P-value = 8 in developing worms (0.012 FDR) and -log10 P-value = 6 (0.032 FDR). |
WBPaper00040858:eQTL_age_regulated_aging
|
|
|
Genes with expression level regulated by genotype (N2 vs CB4856) at L3 larva and Late reproduction stage (96 hours at 24 centigrade). |
For model 2, authors used 100 permutations to estimate the FDR threshold. Per permutation, genotypes and ages were independently randomly distributed, keeping the among-gene structure intact. Then for each spot (23,232) on the array, model 2 was tested. The obtained P-values were used to estimate a threshold for each of the explanatory factors. Authors also used a genome-wide threshold of -log10 P-value = 2, which resembles an FDR of 0.072 and 0.060 for marker and the interaction age-marker for the developing worms and FDR of 0.050 and 0.065 for marker and age-marker for the aging worms. For the physiological age effect, authors used a log10 P-value = 8 in developing worms (0.012 FDR) and -log10 P-value = 6 (0.032 FDR). |
WBPaper00040858:eQTL_regulated_developing
|
|
|
Transcripts that showed significantly decreased expression in day 3 adult hermaphrodite comparing to in L4 larva daf-16(mu86);glp-1(e2141) animals. |
Fold change > 2, FDR < 0.05 |
WBPaper00064088:Day-3-adult_vs_L4_downregulated_daf-16(mu86);glp-1(e2141)
|
|
|
Transcripts that showed significantly decreased expression in day 3 adult hermaphrodite comparing to in L4 larva glp-1(e2141) animals. |
Fold change > 2, FDR < 0.05 |
WBPaper00064088:Day-3-adult_vs_L4_downregulated_glp-1(e2141)
|
|
Bacteria infection: Bacillus thuringiensis |
Transcripts that showed significantly increased expression in N2 animals infected by bacteria BMB171/Cry5Ba, an acrystalliferous Bt mutant BMB171 transformed with toxin gene cry5Ba on the shuttle vector pHT304, comparing to N2 animals infected by BMB171/pHT304. |
N.A. |
WBPaper00064229:B.thuringiensis-Cry5Ba_upregulated
|
|
Bacteria infection: Bacillus thuringiensis |
mRNAs that showed significantly decreased expression after pathogenic bacteria Bacillus thuringiensis infections comparing to non pathogenic BT (BT247(1 to 10 mix) vs BT407 12h), according to RNAseq. |
Cuffdiff, ajusted p-value < 0.01. |
WBPaper00046497:B.thuringiensis_0.1mix_downregulated_12h
|
|
|
Transcripts that showed significantly increased expression in aak-1(tm1944);aak-2(ok524) animals comparing to in N2. |
DEseq 1.18.0, adjusted p-value < 0.05. |
WBPaper00056471:aak-1(tm1944);aak-2(ok524)_upregulated
|
|
Bacteria infection: Staphylococcus aureus MW2. 4 hours of exposure. |
Transcripts that showed significantly increased expression after N2 animals had 4 hours of infection by Staphylococcus aureus (MW2). |
DEseq 1.18.0, adjusted p-value < 0.05. |
WBPaper00056471:S.aureus-4h_upregulated_N2
|
|
|
Transcripts that showed significantly increased expression in adr-1(tm668) and adr-1(gv6) comparing to in N2 at L4 larva stage. |
DESeq FDR <= 0.05 |
WBPaper00056617:adr-1_upregulated_L4_transcript
|
|
|
Genes that showed significantly increased expression in daf-2(e1370) comparing to in N2. |
To identify DEGs, Students t test and the log2 median ratio test were performed to compute t values and median ratios for all the annotated genes. The adjusted P values from each test were computed using an empirical distribution of the null hypothesis, which was obtained from random permutations of the samples. Finally, the adjusted P values from the individual tests were combined to compute the overall P values using Stouffers method , and genes with overall P < 0.05 and fold change > 1.5 were selected as DEGs. |
WBPaper00047131:daf-2(e1370)_upregulated_N2-background
|
|
|
Transcripts that showed significantly increased expression in daf-2(e1370) comparing to in control animals. |
NOIseq(v2.34.0), fold change > = 1.5, Differentially expressed genes (DEGs) were defined as having a probability of differentialexpression > 95%. |
WBPaper00064727:daf-2(e1370)_upregulated
|
|
|
Expression Pattern Group C, enriched for genes involved in metabolic processes. |
The significance (P 0.0001) of the relative age (time) was used to determine if a gene was differentially expressed between the three age (time) groups. The effect of this factor explaining gene expression differences was used to determine if the expression went up or down during the two age/time periods (t1 - t2 and t2 -t3). Authors used a permutation approach to determine the thresholds for the different mapping strategies. For each of the used models for eQTL mapping, authors used 23,000 permutations. For each permutation, authors randomly picked a spot; each spot could only be picked once. The gene expression and relative lifespan values were than randomly distributed over the RILs (and time points) and used for mapping. In this way, authors obtained a threshold for each of the explaining factors. For the single time points, authors used a FDR of 0.01 to adjust for multiple testing. The genome-wide threshold for this FDR is -log10 P = 3.8 for each of the three time points. For the combined models (t1 to t2 and t2 to t3), authors used a genome-wide threshold of -log10 P = 4, which resembles an FDR of 0.006, 0.001, and 0.006 for marker, age, and the interaction between marker and age, respectively. To determine the threshold for the single gene examples, authors used 1000 permutations as in the genome-wide threshold. The difference is that they use the gene under study in all of the permutations. The P-values for the gene specific thresholds were determined at FDR = 0.05. |
WBPaper00036286:Pattern_C
|
|
|
Transcripts that showed differential expression between 24 and 26 hours post hatching L2d and dauer committed larvae of daf-9(dh6), triggered by the dafachronic acid (DA) growth hormone. Cluster 3 genes increased expression transiently at 26 hour post hatching. |
Benjamini Hochberg corrected q-value < 0.01. |
WBPaper00053388:dauer_regulated_Cluster3
|
|
|
Transcripts depleted in purified oocyte P bodies comparing to in the whole animal. |
DESeq2, FDR < 0.05, fold change > 2. |
WBPaper00065975:P-body_vs_WholeAnimal_depleted
|
|
|
Genes that showed increased expression after nicotic acid (NA) treatment. |
Raw counts for the genes were analyzed using the R Statistical Computing Environment and the Bioconductor packages DESeq and edgeR. Both packages provide statistical routines for determining differential expression in digital gene expression data using a model based on the negative binomial distribution. The resulting p-values were adjusted using the Benjamini and Hochberg's approach for controlling the false discovery rate (FDR). If both FDR values (by DESeq and edgeR) were smaller than p = 0.05, genes were assigned as differentially expressed. |
WBPaper00044260:nicotinc-acid_upregulated
|
|
|
Transcripts that showed significantly increased expression in 1-day post L4 adult hermaphrodite npr-8(ok1439) animals grown at 20C, comparing to in N2 animals. |
CuffDiff, fold change > 2. |
WBPaper00065096:npr-8(ok1439)_upregulated_Day1_20C
|
