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Genes with expression level regulated by genotype (N2 vs CB4856) and age 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_age_regulated_developing
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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
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Bacteria infection: Staphylococcus aureus |
Transcripts that showed significantly decreased expression in animals experimentally colonised by a wild microbiota community and infected by the widespread animal pathogen, Staphylococcus aureus, comparing to animals not colonized by microbiota and not infected by pathogen. |
DeSeq2 (v. 1.42.0), Wald analyses testing against a null hypothesis of < |1.5|-fold change in gene expression between treatments (BenjaminiHochberg adjusted false detection rate of p <= 0.05. |
WBPaper00067479:Microbiota-Pathogen_vs_control_downregulated
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Genes down regulated by mir-243(n4759). |
RNAs that changed at least 2-fold with a probability of p > 0.05 in three biological replicates were considered differentially regulated between wild-type and mir-243. |
WBPaper00036130:mir-243_down_regulated
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Strictly embryonic class (SE): genes that are the subset of embryonic genes that are not also classified as maternal. |
A modified Welch F statistic was used for ANOVA. For each gene, regressed error estimates were substituted for observed error estimates. The substitution is justified by the lack of consistency among the most and least variable genes at each time point. Regressed error estimates were abundance-dependent pooled error estimates that represented a median error estimate from a window of genes of similar abundance to the gene of interest. A randomization test was used to compute the probability Pg of the observed F statistic for gene g under the null hypothesis that developmental time had no effect on expression. P-values were not corrected for multiple testing. |
[cgc5767]:expression_class_SE
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Expression Pattern Group D, enriched for genes involved in catabolic 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_D
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Embryonic class (E): genes that significantly increase in abundance at some point during embryogenesis. |
A modified Welch F statistic was used for ANOVA. For each gene, regressed error estimates were substituted for observed error estimates. The substitution is justified by the lack of consistency among the most and least variable genes at each time point. Regressed error estimates were abundance-dependent pooled error estimates that represented a median error estimate from a window of genes of similar abundance to the gene of interest. A randomization test was used to compute the probability Pg of the observed F statistic for gene g under the null hypothesis that developmental time had no effect on expression. P-values were not corrected for multiple testing. |
[cgc5767]:expression_class_E
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Genes down-regulated after 24 hour exposure to colistin. |
Gene lists were created using a cutoff P-value of < 0.05, 2-fold change. |
WBPaper00045673:colistin_downregulated
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Transcripts that showed significantly decreased expression in animals with germline-specific inx-14(RNAi) comparing to in aniamls fed with control vector, both exposed to PA14 infection. |
DESeq2. Differentially-expressed genes (DEG) were identified based on two criteria: FDR (False discovery rateusing Benjamini-Hochberg adjusted p-values) < 0.01 and absolute value of log2(Fold Change) > 1. |
WBPaper00066146:germline-inx-14(RNAi)_downregulated_PA14
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Transcripts that showed significantly decreased expression in hda-2(ok1479) comparing to in N2 animals. |
DESeq2 (version 1.28.1), FDR < 0.01, fold change > 2. |
WBPaper00062159:hda-2(ok1479)_downregulated
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Embryonic transient class (ET): genes that are the subset of embryonic genes in which the latest significant increase is earlier than their latest significant decrease. |
A modified Welch F statistic was used for ANOVA. For each gene, regressed error estimates were substituted for observed error estimates. The substitution is justified by the lack of consistency among the most and least variable genes at each time point. Regressed error estimates were abundance-dependent pooled error estimates that represented a median error estimate from a window of genes of similar abundance to the gene of interest. A randomization test was used to compute the probability Pg of the observed F statistic for gene g under the null hypothesis that developmental time had no effect on expression. P-values were not corrected for multiple testing. |
[cgc5767]:expression_class_ET
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Strictly embryonic transient class (SET): genes that are the subset of embryonic transient genes that are not also classified as maternal. |
A modified Welch F statistic was used for ANOVA. For each gene, regressed error estimates were substituted for observed error estimates. The substitution is justified by the lack of consistency among the most and least variable genes at each time point. Regressed error estimates were abundance-dependent pooled error estimates that represented a median error estimate from a window of genes of similar abundance to the gene of interest. A randomization test was used to compute the probability Pg of the observed F statistic for gene g under the null hypothesis that developmental time had no effect on expression. P-values were not corrected for multiple testing. |
[cgc5767]:expression_class_SET
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Transcripts that showed significantly decreased expression in exos-8(RNAi) animals. |
fold change > 2, FDR < 0.05 |
WBPaper00068292:exos-8(RNAi)_downregulated
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Bacteria infection: Staphylococcus aureus |
Transcripts that showed significantly decreased expression in animals infected by the widespread animal pathogen, Staphylococcus aureus, comparing to animals not infected by pathogen. |
DeSeq2 (v. 1.42.0), Wald analyses testing against a null hypothesis of < |1.5|-fold change in gene expression between treatments (BenjaminiHochberg adjusted false detection rate of p <= 0.05. |
WBPaper00067479:Pathogen_vs_control_downregulated
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Transcripts that showed significantly decreased expression in hsf-1(RNAi) comparing to in ash-2 animals injected with vector. |
Differential mRNA expression using DESeq2. mRNAs with a FDR < 0.05 and fold change > 2 considered differentially expressed. |
WBPaper00066232:hsf-1(RNAi)_downregulated_ash-2
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Transcripts that showed significantly decreased expression in hsf-1(RNAi) comparing to in wild type animals injected with vector. |
Differential mRNA expression using DESeq2. mRNAs with a FDR < 0.05 and fold change > 2 considered differentially expressed. |
WBPaper00066232:hsf-1(RNAi)_downregulated_WT
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Bacteria infection: Staphylococcus epidermidis |
Transcripts that showed significantly decreased expression in mab-5(e1239) animals exposed to S. epidermidis for 24 hours since L4 larva stage, comparing to uninfected mab-5(e1239) animals. |
DESeq2, (FDR)-adjusted P-value < 0.05 and fold change >= 2. |
WBPaper00066587:S.epidermidis_downregulated_mab-5(e1239)
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Transcripts that showed significantly increased expression in shk-1(yum1003) comparing to in N2 animals. |
DESeq2 v1.36.0, fold change > 2, FDR < 0.05. |
WBPaper00067803:shk-1(yum1003)_upregulated
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Embryonic transient (ET) subclasses are based on time of max abundance. |
A modified Welch F statistic was used for ANOVA. For each gene, regressed error estimates were substituted for observed error estimates. The substitution is justified by the lack of consistency among the most and least variable genes at each time point. Regressed error estimates were abundance-dependent pooled error estimates that represented a median error estimate from a window of genes of similar abundance to the gene of interest. A randomization test was used to compute the probability Pg of the observed F statistic for gene g under the null hypothesis that developmental time had no effect on expression. P-values were not corrected for multiple testing. |
[cgc5767]:expression_class_ET_max(66_min)
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Embryonic (E) subclasses are based on the earliest significant increase(abbreviated pi for primary increase). |
A modified Welch F statistic was used for ANOVA. For each gene, regressed error estimates were substituted for observed error estimates. The substitution is justified by the lack of consistency among the most and least variable genes at each time point. Regressed error estimates were abundance-dependent pooled error estimates that represented a median error estimate from a window of genes of similar abundance to the gene of interest. A randomization test was used to compute the probability Pg of the observed F statistic for gene g under the null hypothesis that developmental time had no effect on expression. P-values were not corrected for multiple testing. |
[cgc5767]:expression_class_E_pi(23_min)
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Genes with expression level up regulated in mir-35 mutants comparing with N2. |
The raw data was normalized and t-statics were computed using R and Bioconductor with the affy package and Benjamini-Hoch-berg (BH) correction method for multiple comparisons. RNA levels that changed at least 1.5-fold with a probability of p < 0.005 after BH correction were considered significantly different in mir-35(gk262) mutants relative to wild-type. |
WBPaper00040876:mir-35_upregulated
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Early embryonic development gene expression profile. |
QT clustering |
[cgc5767]:cluster_10
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Transcripts that showed significantly decreased expression in lsl-1(ljm1) comparing to in N2 animals. |
DESeq2, q-value <= 0.01 and fold change >= 2. |
WBPaper00062587:lsl-1(ljm1)_downregulated
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Transcripts that showed significantly decreased expression in lsl-1(tm4769) comparing to in N2 animals. |
DESeq2, q-value <= 0.01 and fold change >= 2. |
WBPaper00062587:lsl-1(tm4769)_downregulated
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C-lineage related expression profile. |
QT clustering |
WBPaper00025032:cluster_33
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Strictly embryonic (SE) subclasses are based on the earliest significant increase(abbreviated pi for primary increase). |
A modified Welch F statistic was used for ANOVA. For each gene, regressed error estimates were substituted for observed error estimates. The substitution is justified by the lack of consistency among the most and least variable genes at each time point. Regressed error estimates were abundance-dependent pooled error estimates that represented a median error estimate from a window of genes of similar abundance to the gene of interest. A randomization test was used to compute the probability Pg of the observed F statistic for gene g under the null hypothesis that developmental time had no effect on expression. P-values were not corrected for multiple testing. |
[cgc5767]:expression_class_SE_pi(23_min)
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Genes that showed increased expression after 50uM DBAA treatment comparing with control. |
Differentially expressed genes (DEGs) were identified with a random variance t test and a significance analysis of microarrays (SAM) test. Genes were considered statistically significant if their p value was less than 0.05, the false discovery rate less than 0.3 and the fold change compared to control at least <= 0.67 or >= 1.5. |
WBPaper00045294:50uM_DBAA_upregulated
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