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| ... | @@ -299,7 +299,7 @@ if __name__ == "__main__": | ... | @@ -299,7 +299,7 @@ if __name__ == "__main__": |
| 299 | 299 | ||
| 300 | # Original: labels = list(crf.classes_) | 300 | # Original: labels = list(crf.classes_) |
| 301 | # Original: labels.remove('O') | 301 | # Original: labels.remove('O') |
| 302 | - labels = list(['Air', 'Gtype', 'Gversion', 'Med', 'Phase', 'Sample', 'Serie', 'Strain', 'Supp', 'Technique', 'Temp', 'OD', 'Anti', 'Agit', 'Vess']) | 302 | + labels = list(['Air', 'Gtype', 'Gversion', 'Med', 'Phase', 'Supp', 'Technique', 'Temp', 'OD', 'Anti', 'Agit', 'Vess']) |
| 303 | 303 | ||
| 304 | # use the same metric for evaluation | 304 | # use the same metric for evaluation |
| 305 | f1_scorer = make_scorer(metrics.flat_f1_score, | 305 | f1_scorer = make_scorer(metrics.flat_f1_score, | ... | ... |
data-set-analysis/.gitkeep
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data-set-analysis/meta_labels.tsv
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| 1 | -!Sample_characteristics_ch1 !Sample_characteristics_ch2 !Sample_data_processing !Sample_extract_protocol_ch1 !Sample_growth_protocol_ch1 !Sample_growth_protocol_ch2 !Sample_library_strategy !Sample_organism_ch1 !Sample_organism_ch2 !Sample_source_name_ch1 !Sample_source_name_ch2 !Sample_title !Sample_treatment_protocol_ch1 | ||
| 2 | -Med Substrain Technique Phase Med Med Technique Substrain Orgn Supp Name Name Supp | ||
| 3 | -Orgn Med Gversion Vess Agit Gversion Strain Gtype Phase | ||
| 4 | -Strain Gtype Temp Temp Orgn Name OD | ||
| 5 | -Supp Supp Supp Air Name Air Temp | ||
| 6 | -Air Air OD Med | ||
| 7 | -Substrain Air | ||
| 8 | -Anti Phase | ||
| 9 | -Phase Gtype | ||
| 10 | -Gtype Agit |
| 1 | -Agit Air Anti Gtype Gversion Med Name OD Orgn Phase Strain Substrain Supp Technique Temp Vess | ||
| 2 | -gyratory water bath shaking at 240 rpm aerobically (25% O2, 70% N2 and 5% CO2) 9E10 Myc tag fur-8myc NC_000913.2 M63 minimal glucose Fur IP ChIP-Seq Anaerobic A OD600 of ~0.3-0.35 Escherichia coli str. K-12 substr. MG1655 exponential K-12 MG1655 20 min RNA-Seq 30 °C (see control sample) flask | ||
| 3 | - anerobically (95% N2, 5% CO2) Affinity Purified FNR antibody delta_cra U00096.2 M63 σ32 30°C rep1 O.D.600nm 0.3 K-12 MG1655 mid-log phase MG1655star 100ug/L adenine ChIP-Seq 37 °C | ||
| 4 | - Aerobic anti-Fur polyclonal antibody ∆fnr ASM584v2 LB Fur IP ChIP-Seq Anaerobic C OD600 of 2.0 Escherichia coli mid-log Fe and rifampicin ChIP-exo 30 degrees C | ||
| 5 | - aerobically affinity purified anti-Fur antibody dFNR (PK4854) NC_000913 M9 minimal complete media Fur IP ChIP-Seq Anaerobic B OD600 ≈ 0.5 Escherichia coli K-12 mid-log phase Fe 30 °C | ||
| 6 | - anaerobic SeqA oxyR-8myc NC_000913 glucose (2 g/L) minimal M9 medium LB 0.4 B2 TEX pos L1 HS2 OD600 of 0.35 MG1655 mid-log pahse Sodium phosphate (1/100 vol. of 1M, pH 7.6; 10 mM final) 37°C | ||
| 7 | - anaerobically (95% N2 and 5% CO2) anti-RpoS WT ChIP-Seq M9 minimal media LB 0.4 B2 TEX pos L1 HS1 OD600 of 0.3 Escherichia coli str. K-12 substr. MG1655star stationary acetate 43 °C | ||
| 8 | - anaerobically Pre-cleared IHF polyclonal antibody wild type LB media Wild type control (10 min) OD600 of about 0.3 150 mg/mL 43 °C (see heat sample) | ||
| 9 | - aerobically (70% N2, 25% O2, and 5% CO2) anti-myc Wild-Type L broth LB 0.4 B1 TEX pos L1 GA OD600 of ~0.4 16 µM IPTG and 300 µL Cm20 37°C | ||
| 10 | - Anaerobic anti-RpoB Wildtype M9 medium σ32 30°C rep2 OD600 of about 0.15 DPD | ||
| 11 | - Pre-cleared FNR antibody lacking the transcription factor Fur and the small RNA RyhB MOPS ChIP-exo GadX pH5.5 2 2g/L glutamine | ||
| 12 | - σ32 gadX-8myc glucose (2 g/L) minimal W2 medium ChIP-exo GadX pH5.5 1 absence of 1 g/L arginine | ||
| 13 | - RNA polymerase subunit β lacking the transcription factor Fur M9 minimal medium NsrR_Flagtag_rep3 2 g/L glucose | ||
| 14 | - none crp Knock-out strain MOPS minimal glucose media NsrR_Flagtag_rep2 4 µM IPTG | ||
| 15 | - RNA Polymerase ß monoclonal antibody TrpR-8myc NsrR_Flagtag_rep1 16 µM IPTG | ||
| 16 | - anti-FLAG mAb PhtpG::lacZ delta lacX74/ptrc99A (control vector) RpoB WT 2 8 µM IPTG and 300 µL Cm20 | ||
| 17 | - Pre-cleared H-NS polyclonal antibody cra-8myc-tagged RpoB WT 1 1g/L arginine | ||
| 18 | - anti-rpoB dFNR Ecoli_wild-type_rep2_anaerobic 0.2% fructose | ||
| 19 | - gadW-8myc HNS - Aerobic A 0.3 M of NaCl | ||
| 20 | - wildtype HNS - Aerobic B 0.2% acetate | ||
| 21 | - PK4854 ∆fnr - Anaeroibc 0.2% | ||
| 22 | - {delta}lacZ, {delta}tonB, {delta}feoA, {delta}zupT K12 TrpR_glucose DPD and rifampicin | ||
| 23 | - gadE-8myc WT_ChIPSeq_2 1 µM FeSO4 | ||
| 24 | - Combined input ChIP-exo GadE pH5.5 2 20 mg/L tryptophan | ||
| 25 | - delta-gadE ChIP-exo GadE pH5.5 1 250 uM of paraquat | ||
| 26 | - ompR-8myc WT_ChIPSeq_1 0.1mM of FeCl2 | ||
| 27 | - lacking the small RNA RyhB WT PQ 2 Adenine | ||
| 28 | - Flag-tag ChIP-exo GadW pH5.5 1 rifampicin dissolved in methanol | ||
| 29 | - {delta}tonB, {delta}feoA, {delta}zupT K12 OmpR NaCl 2 nitrate | ||
| 30 | - PhtpG::lacZ delta lacX74/pTG2 (vector carrying inducible Ptrc::rpoH) OmpR NaCl 1 0.2% glucose | ||
| 31 | - delta-gadX ChIP-exo GadW pH5.5 2 fructose | ||
| 32 | - delta-gadW Ptac::fnr - A - 8 µM IPTG 10 µM FeSO4 | ||
| 33 | - PurR-8myc SeqA old deltaSeqA 8 µM IPTG | ||
| 34 | - delta-oxyR ΔgadW pH5.5 1 0.2mM of DPD | ||
| 35 | - soxR-8myc ΔoxyR PQ 1 2 hours | ||
| 36 | - ΔseqA ΔoxyR PQ 2 30 min | ||
| 37 | - PK8263 ΔgadW pH5.5 2 4 µM IPTG and 300 µL Cm20 | ||
| 38 | - delta-soxS ∆ryhB Aerobic presence or absence of 1 g/L arginine | ||
| 39 | - delta-soxR σ32 ChIP DNA, heat 1mM IPTG | ||
| 40 | - ∆hns/∆stpA Δfur with Fe 2 (RNA-seq) glucose | ||
| 41 | - soxS-8myc RpoH induced (20 min) 2h | ||
| 42 | - Wild-type SoxR PQ 1 10 mM leucine | ||
| 43 | - Δfur SoxR PQ 2 | ||
| 44 | - Lrp-8myc LB 2.0 B2 TEX neg L1 HS1 | ||
| 45 | - ArgR-8myc PurR_glucose_2 | ||
| 46 | - NsrR PurR_glucose_1 | ||
| 47 | - cra Knock-out strain LB 2.0 B2 TEX neg L1 HS2 | ||
| 48 | - ompR deletion mutant SeqA new rep2 | ||
| 49 | - WT with Fe 2 (RNA-seq) | ||
| 50 | - RpoH induced (2.5 min) | ||
| 51 | - Δcra acetate 1 | ||
| 52 | - Δcra acetate 2 | ||
| 53 | - Nac_ChIPSeq | ||
| 54 | - EC18n185 RpoH 10 min Time course 3 | ||
| 55 | - σ32 43°C rep2 | ||
| 56 | - RpoB with Fe 1 (ChIP-exo) | ||
| 57 | - CsiR_RNASeq | ||
| 58 | - ΔsoxR PQ 1 | ||
| 59 | - EC18n169 RpoH 5 min Time course 2 | ||
| 60 | - CsiR_ChIPSeq | ||
| 61 | - HNS - Anaerobic A | ||
| 62 | - Fur IP ChIP-Seq Aerobic A | ||
| 63 | - Fur IP ChIP-Seq Aerobic B | ||
| 64 | - HNS - Anaerobic B | ||
| 65 | - σ32 43°C rep1 | ||
| 66 | - LB 2.0 B1 TEX pos L2 HS2 | ||
| 67 | - OxyR PQ 2 | ||
| 68 | - Wild type control (0 min) | ||
| 69 | - WT acetate 1 | ||
| 70 | - WT acetate 2 | ||
| 71 | - M63 0.4 B2 TEX pos L1 HS1 | ||
| 72 | - M63 0.4 B2 TEX pos L1 HS2 | ||
| 73 | - SeqA new rep1 | ||
| 74 | - SeqA old rep2 | ||
| 75 | - IHF - Anaerobic B | ||
| 76 | - IHF - Anaerobic A | ||
| 77 | - RNAP old rep2 | ||
| 78 | - RpoH induced (0 min) | ||
| 79 | - EC18n180 RpoH 10 min Time course 1 | ||
| 80 | - EC18n122 RpoH 10 min Time course 4 | ||
| 81 | - LB 2.0 B2 TEX pos L1 HS1 | ||
| 82 | - Crosslink | ||
| 83 | - LB 2.0 B2 TEX pos L1 HS2 | ||
| 84 | - Cra glucose 1 | ||
| 85 | - Cra glucose 2 | ||
| 86 | - Cra fructose 1 | ||
| 87 | - Cra fructose 2 | ||
| 88 | - Wild-type Aerobic A | ||
| 89 | - Wild-type Aerobic B | ||
| 90 | - RpoB with DPD and rifampicin 1 (ChIP-exo) | ||
| 91 | - SoxS PQ 2 | ||
| 92 | - SoxS PQ 1 | ||
| 93 | - EC18n178 RpoH 2.5 min Time course 1 | ||
| 94 | - Wild type control (20 min) | ||
| 95 | - pT7_ChIPSeq_1 | ||
| 96 | - pT7_ChIPSeq_2 | ||
| 97 | - EC18n182 RpoH 0 min Time course 3 | ||
| 98 | - RNAP old rep1 | ||
| 99 | - Lrp_Leu_1 | ||
| 100 | - Lrp_Leu_3 | ||
| 101 | - Lrp_Leu_2 | ||
| 102 | - RpoB with DPD 1 (ChIP-exo) | ||
| 103 | - Cra acetate 1 | ||
| 104 | - Cra acetate 2 | ||
| 105 | - EC18n171 RpoH 20 min Time course 2 | ||
| 106 | - EC18n179 RpoH 5 min Time course 1 | ||
| 107 | - Ptac::fnr - A - 16 µM IPTG | ||
| 108 | - ∆fur ∆ryhB Aerobic B | ||
| 109 | - Nac_RNASeq | ||
| 110 | - LB 2.0 B1 TEX pos L1 GA | ||
| 111 | - ∆fur Anaerobic A | ||
| 112 | - σ32 30°C short RNase | ||
| 113 | - EC18n181 RpoH 20 min Time course 1 | ||
| 114 | - M63 0.4 B2 TEX neg L1 HS1 | ||
| 115 | - M63 0.4 B2 TEX neg L1 HS2 | ||
| 116 | - EC18n168 RpoH 2.5 min Time course 2 | ||
| 117 | - Δcra glucose 1 | ||
| 118 | - Δcra glucose 2 | ||
| 119 | - Lrp_NH4Cl_2 | ||
| 120 | - Lrp_NH4Cl_3 | ||
| 121 | - Lrp_NH4Cl_1 | ||
| 122 | - LB 2.0 B1 TEX neg L2 HS2 | ||
| 123 | - ΔsoxS PQ 1 | ||
| 124 | - Δcra fructose 1 | ||
| 125 | - Δcra fructose 2 | ||
| 126 | - WT_RNASeq | ||
| 127 | - WT glucose 1 | ||
| 128 | - WT glucose 2 | ||
| 129 | - Wild type control (5 min) | ||
| 130 | - EC18n184 RpoH 5 min Time course 3 | ||
| 131 | - Fur IP ChIP-Seq Aerobic C | ||
| 132 | - RpoB with Fe and rifampicin 1 (ChIP-exo) | ||
| 133 | - Fur with Fe 2 (ChIP-exo) | ||
| 134 | - FNR - Anaerobic - A | ||
| 135 | - WT with Fe 1 (RNA-seq) | ||
| 136 | - FNR - Anaerobic - C | ||
| 137 | - FNR - Anaerobic - B | ||
| 138 | - ΔompR NaCl 2 | ||
| 139 | - ΔompR NaCl 1 | ||
| 140 | - Ecoli_dFNR_rep1_anaerobic | ||
| 141 | - Ptac::fnr - A - 4 µM IPTG | ||
| 142 | - LB 2.0 B2 TEX neg L2 HS2 | ||
| 143 | - PurR_Adenine_1 | ||
| 144 | - Ecoli_wild-type_rep1_anaerobic | ||
| 145 | - EC18n167 RpoH 0 min Time course 2 | ||
| 146 | - Wild-type Anaerobic B | ||
| 147 | - Fur with Fe 1 (ChIP-exo) | ||
| 148 | - FNR - ∆hns∆stpA A | ||
| 149 | - RpoB with Fe 2 (ChIP-exo) | ||
| 150 | - FNR - ∆hns∆stpA B | ||
| 151 | - RpoB ∆cra 2 | ||
| 152 | - RpoB with DPD and rifampicin 2 (ChIP-exo) | ||
| 153 | - RpoB ∆cra 1 | ||
| 154 | - WT NaCl 1 | ||
| 155 | - WT NaCl 2 | ||
| 156 | - WT with DPD 1 (RNA-seq) | ||
| 157 | - LB 0.4 B1 TEX neg L1 GA | ||
| 158 | - Ptac::fnr - B - 8 µM IPTG | ||
| 159 | - ArgR_Arginine_2 | ||
| 160 | - LB 0.4 B2 TEX neg L1 HS2 | ||
| 161 | - LB 0.4 B2 TEX neg L1 HS1 | ||
| 162 | - ArgR_Arginine_1 | ||
| 163 | - ArgR_NH4Cl_1 | ||
| 164 | - Escherichia coli str. K-12 substr. MG1655 | ||
| 165 | - OxyR PQ 1 | ||
| 166 | - ΔgadX pH5.5 2 | ||
| 167 | - ∆fur ∆ryhB Anaerobic A | ||
| 168 | - ΔgadX pH5.5 1 | ||
| 169 | - Fur IP ChIP-Seq Anaerobic, Iron Deficient B | ||
| 170 | - Δfur with Fe 1 (RNA-seq) | ||
| 171 | - Fur IP ChIP-Seq Anaerobic, Iron Deficient A | ||
| 172 | - ß - Anaerobic - A | ||
| 173 | - ß - Anaerobic - B | ||
| 174 | - σ32 ChIP DNA, control | ||
| 175 | - SeqA new deltaSeqA | ||
| 176 | - M63 0.4 B1 TEX neg L1 GA | ||
| 177 | - TrpR_Trp | ||
| 178 | - Ptac::fnr - B - 16 µM IPTG | ||
| 179 | - ß - Aerobic - A | ||
| 180 | - Ptac::fnr - B - 4 µM IPTG | ||
| 181 | - ß - Aerobic - B | ||
| 182 | - EC18n177 RpoH 0 min Time course 1 | ||
| 183 | - σ32 43°C short RNase | ||
| 184 | - ∆ryhB Anaerobic | ||
| 185 | - Input ChIP-Seq | ||
| 186 | - Δfur with DPD 1 (RNA-seq) | ||
| 187 | - RpoH induced (5 min) | ||
| 188 | - ∆fur Anaerobic B | ||
| 189 | - FNR - Anaerobic - Affinity Purified - B | ||
| 190 | - EC18n186 RpoH 20 min Time course 3 | ||
| 191 | - FNR - Anaerobic - Affinity Purified - A | ||
| 192 | - ChIP-exo RpoS pH5.5 2 | ||
| 193 | - RpoB with DPD 2 (ChIP-exo) | ||
| 194 | - ChIP-exo RpoS pH5.5 1 | ||
| 195 | - ΔsoxR PQ 2 | ||
| 196 | - PurR_Adenine_2 | ||
| 197 | - Ptac::fnr - C - 16 µM IPTG | ||
| 198 | - WT PQ 1 | ||
| 199 | - EC18n170 RpoH 10 min Time course 2 | ||
| 200 | - ∆fur ∆ryhB Anaerobic B | ||
| 201 | - M63 0.4 B1 TEX pos L1 GA | ||
| 202 | - RpoH induced (10 min) | ||
| 203 | - Wild-type Anaerobic A | ||
| 204 | - ArgR_NH4Cl_2 | ||
| 205 | - LB 2.0 B1 TEX neg L1 GA | ||
| 206 | - WT with DPD 2 (RNA-seq) | ||
| 207 | - ∆fur Anaerobic [IP vs nput] | ||
| 208 | - EC18n183 RpoH 2.5 min Time course 3 | ||
| 209 | - ∆fur ∆ryhB Aerobic A | ||
| 210 | - RpoB ∆crp 2 | ||
| 211 | - NtrC_ChIPSeq | ||
| 212 | - RpoB ∆crp 1 | ||
| 213 | - WT fructose 1 | ||
| 214 | - ΔgadE pH5.5 2 | ||
| 215 | - ΔgadE pH5.5 1 | ||
| 216 | - WT fructose 2 | ||
| 217 | - OmpR_ChIPSeq | ||
| 218 | - RpoB with Fe and rifampicin 2 (ChIP-exo) | ||
| 219 | - WT pH5.5 1 | ||
| 220 | - WT pH5.5 2 | ||
| 221 | - Wild type control (2.5 min) | ||
| 222 | - Ecoli_dFNR_rep2_anaerobic | ||
| 223 | - Fur with DPD 1 (ChIP-exo) | ||
| 224 | - ∆fur Aerobic A | ||
| 225 | - ∆fur Aerobic B | ||
| 226 | - ΔsoxS PQ 2 | ||
| 227 | - Δfur with DPD 2 (RNA-seq) | ||
| 228 | - Fur with DPD 2 (ChIP-exo) | ||
| 229 | - SeqA old rep1 | ||
| 230 | - LB 2.0 B2 TEX pos L2 HS2 |
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