Selected Cell
Cell:
Value:
Overall_data
PHA_data
C_data
N_assay
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Fig 2 | P. putida CA-3 duplicate batch fermentation | |||||||||||||||||||||||||||||
Carbon, C | Sodium benzoate [Ba-Na], 23.27 mM | |||||||||||||||||||||||||||||
Nitrogen, N | N-lim with a C/N ratio of 30 | |||||||||||||||||||||||||||||
Description | 28 h batch - Biomass, PHA, N and C consumption | |||||||||||||||||||||||||||||
EXP name | F4 [16/3/21] and F5 [21/3/21] | |||||||||||||||||||||||||||||
Replicates | Mean | |||||||||||||||||||||||||||||
Time [h] | OD540 nm | DO % | BA-Na [mM] | N [mg/L] | CDW [g/L] | PHA [%] | PHA [g/L] | |||||||||||||||||||||||
F4 | F5 | F4 | F5 | F4 | F5 | F4 | F5 | F4 | F5 | F4 | F5 | F4 | F5 | Time [h] | CDW [g/L] | PHA [g/L] | BA-Na [mM] | N [mg/L] | OD540 nm | DO % | SD-CDW [g/L] | SD-PHA [g/L] | SD-BA-Na [mM] | SD-N [mg/L] | SD-OD540 nm | SD-DO % | ||||
0 | 0.144 | 0.177 | 100 | 100 | 22.80837970608931 | 22.545792914730622 | 50.7235566164404 | 50.83831579430564 | 0 | 22.677086310409965 | 50.780936205373024 | 0.16049999999999998 | 100 | 0.18567690081974392 | 0.08114699287190823 | 0.023334523779156287 | 0 | |||||||||||||
1 | 0.244 | 0.282 | 76 | 75 | 22.79606676786046 | 22.24546429097482 | 46.936503746887155 | 52.3301851065539 | 1 | 22.520765529417638 | 49.63334442672053 | 0.263 | 75.5 | 0.3893347451439452 | 3.813908664979832 | 0.02687005768508879 | 0.7071067811865476 | |||||||||||||
2 | 0.501 | 0.608 | 56 | 55 | 22.021957694864213 | 21.41059354454491 | 44.870838545312665 | 43.14945087733391 | 2 | 21.71627561970456 | 44.01014471132329 | 0.5545 | 55.5 | 0.4322997364651314 | 1.2172048930786736 | 0.07566042558696058 | 0.7071067811865476 | |||||||||||||
3 | 0.8 | 1.19 | 20 | 20 | 20.679044410209244 | 19.327297930737924 | 24.4437048852982 | 27.88648022125569 | 3 | 20.003171170473586 | 26.165092553276946 | 0.995 | 20 | 0.9558291020792125 | 2.434409786157337 | 0.27577164466275306 | 0 | |||||||||||||
4 | 1.44 | 1.68 | 20 | 20 | 16.369516030112568 | 14.346446744598857 | 0.11475917786524976 | 3.3280161580922436 | 0.4321428571428571 | 0.45600000000000307 | 0.8 | 0.69 | 0.00345714285714286 | 0.00314640000000002 | 4 | 0.4440714285714301 | 0.00330177142857144 | 15.357981387355712 | 1.7213876679787468 | 1.56 | 20 | 0.016869547494024115 | 2.197283814909847E-4 | 1.430526010596968 | 2.272115800413515 | 0.16970562748477142 | 0 | |||
5 | 2.02 | 1.77 | 20 | 21 | 13.199202108754488 | 11.873419868591828 | 0 | 3.9018120474184927 | 5 | 12.536310988673158 | 1.9509060237092464 | 1.895 | 20.5 | 0.9374696123957087 | 2.758997757644983 | 0.1767766952966369 | 0.7071067811865476 | |||||||||||||
6 | 2.1 | 1.92 | 20 | 20 | 11.010978847432106 | 9.567956021525202 | 0 | 0.45903671146099906 | 6 | 10.289467434478654 | 0.22951835573049953 | 2.01 | 20 | 1.0203712256057471 | 0.324587971487645 | 0.1272792206135787 | 0 | |||||||||||||
7 | 2.4 | 2.33 | 20 | 21 | 9.144230342910726 | 8.060691778772133 | 0 | 0 | 7 | 8.60246106084143 | 0 | 2.365 | 20.5 | 0.7661774663795337 | 0 | 0.049497474683058214 | 0.7071067811865476 | |||||||||||||
8 | 2.32 | 2.63 | 20 | 22 | 7.808008872510563 | 6.8917656647421826 | 0 | 0 | 0.4999999999999983 | 0.6320000000000014 | 7.19 | 8.34 | 0.0359499999999999 | 0.0527088000000001 | 8 | 0.5659999999999998 | 0.0443294 | 7.349887268626373 | 2.4749999999999996 | 21 | 0.09333809511662694 | 0.01185026112454926 | 0.6478817854291369 | 0 | 0.21920310216782976 | 1.4142135623730951 | ||||
9 | 2.55 | 2.96 | 20 | 21 | 7.220467580938377 | 1.422412038002096 | 0 | 0 | 9 | 4.321439809470236 | 2.755 | 20.5 | 4.099844392106494 | 0 | 0.28991378028648457 | 0.7071067811865476 | ||||||||||||||
10 | 2.66 | 2.87 | 20 | 20 | 5.789757693260318 | 5.160727153308319 | 0 | 0 | 10 | 5.475242423284319 | 2.765 | 20 | 0.4447917603734939 | 0 | 0.14849242404917495 | 0 | ||||||||||||||
23 | 4.34 | 4.45 | 92 | 90 | 0.28453594211445765 | 0.02757027472981104 | 0 | 0 | 23 | 0.15605310842213435 | 4.395 | 91 | 0.18170216593981048 | 0 | 0.07778174593052045 | 1.4142135623730951 | ||||||||||||||
24 | 4.54 | 94 | 0 | 0 | 0 | 0 | 0.8480000000000043 | 0.8520000000000039 | 36.16 | 35.91 | 0.306636800000002 | 0.305953200000001 | 24 | 0.8500000000000041 | 0.3062950000000015 | 0 | 4.54 | 94 | 0.0028284271247458787 | 4.8337819561983497E-4 | 0 | 0 | ||||||||
25 | 4.52 | 4.42 | 95 | 95 | 0 | 0 | 0 | 0 | 25 | 4.47 | 95 | 0 | 0 | 0.0707106781186545 | 0 | |||||||||||||||
26 | 4.31 | 4.58 | 95 | 95 | 0 | 0 | 0 | 0 | 26 | 4.445 | 95 | 0 | 0 | 0.19091883092036815 | 0 | |||||||||||||||
27 | 4.6 | 4.5 | 96 | 95 | 0 | 0 | 0 | 0 | 27 | 4.55 | 95.5 | 0 | 0 | 0.0707106781186545 | 0.7071067811865476 | |||||||||||||||
28 | 4.54 | 4.46 | 96 | 95 | 0 | 0 | 0 | 0 | 0.8159036144578314 | 0.8359999999999967 | 34.38 | 35.59 | 0.280507662650602 | 0.297532399999999 | 28 | 0.825951807228914 | 0.2890200313253005 | 4.5 | 95.5 | 0.014210290494204381 | 0.012038307227678485 | 0 | 0 | 0.05656854249492385 | 0.7071067811865476 | |||||
Productivity | ||||||||||||||||||||||||||||||
F4 | F5 | Mean | SD | |||||||||||||||||||||||||||
CDW [g/L/h] | 0.035333333333333515 | 0.03550000000000016 | 0.03541666666666684 | 1.1785113019774494E-4 | ||||||||||||||||||||||||||
PHA [mg/L/h] | 12.776533333333417 | 12.74805000000004 | 12.762291666666728 | 0.02014075815082735 | ||||||||||||||||||||||||||
PHA monomer composition | C4 (%) | C5 (%) | C6 (%) | C7 (%) | C8 (%) | C9 (%) | C10 (%) | C12 (%) | Total PHA [% CDW] | PHA [mg/L] | Sum of monomer % [for cross check] | |||||||||||||||||||
F4-23 | 0.39345331592256655 | 0 | 3.0254787210614764 | 0 | 22.906861884078083 | 0 | 69.48065790826952 | 4.193548170668347 | 36.161532264052624 | 100 | ||||||||||||||||||||
F5-23 | 0 | 0 | 3.1255458577652724 | 0 | 23.478274226226056 | 0 | 70.8564495367059 | 2.539730379302784 | 35.90555849592925 | 100 | ||||||||||||||||||||
Mean | 0.19672665796128327 | 0 | 3.0755122894133744 | 0 | 23.19256805515207 | 0 | 70.1685537224877 | 3.366639274985565 | 36.03354537999094 | |||||||||||||||||||||
SD | 0.2782135077691798 | 0 | 0.0707581509371754 | 0 | 0.40404954198651916 | 0 | 0.9728315899670433 | 1.169425775121549 | 0.1810007872459118 | |||||||||||||||||||||
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Experiment | P. putida CA-3 duplicate batch fermentation | |||||||||||||||||||||||||||||||
Date | 31/3/2021 | |||||||||||||||||||||||||||||||
GC - peak area data | Mass of PHA monomer | PHA monomer distribution | ||||||||||||||||||||||||||||||
Sample name | Sample amount [mg] | Methanolysis conversion efficiency, X | Internal standard peak | C4 | C5 | C6 | C7 | C8 | C9 | C10 | C11 | C12 | C4 | C5 | C6 | C7 | C8 | C9 | C10 | C11 | C12 | Total PHA [mg] | C4 | C5 | C6 | C7 | C8 | C9 | C10 | C11 | C12 | Total %PHA |
F4-T4 | 12 | 0.85 | 144.9 | 0 | 0 | 0 | 0 | 0 | 0 | 64.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.08206210526315787 | 0 | 0 | 0.08206210526315787 | 0 | 0 | 0 | 0 | 0 | 0 | 100 | 0 | 0 | 0.8045304437564497 |
F4-T8 | 13.9 | 0.85 | 142.6 | 0 | 0 | 0 | 0 | 116.7 | 0 | 534 | 0 | 0 | 0 | 0 | 0 | 0 | 0.15966327685834503 | 0 | 0.6903559252971136 | 0 | 0 | 0.8500192021554587 | 0 | 0 | 0 | 0 | 18.783490590974257 | 0 | 81.21650940902573 | 0 | 0 | 7.194407127849841 |
F4-T23 | 10.6 | 0.85 | 179.9 | 9.1 | 0 | 83 | 0 | 688.2 | 0 | 2209.1 | 0 | 138.6 | 0.012819315175097273 | 0 | 0.09857475769366819 | 0 | 0.7463408498054475 | 0 | 2.26378687446242 | 0 | 0.13663225985450853 | 3.2581540569911414 | 0.39345331592256655 | 0 | 3.0254787210614764 | 0 | 22.906861884078083 | 0 | 69.48065790826952 | 0 | 4.193548170668347 | 36.161532264052624 |
F4-T27 | 9.9 | 0.85 | 173.2 | 0 | 0 | 72.7 | 0 | 622.5 | 0 | 1957.1 | 0 | 112.3 | 0 | 0 | 0.08968200566869622 | 0 | 0.7012052771362587 | 0 | 2.0831303888416186 | 0 | 0.11498814107842154 | 2.989005812724995 | 0 | 0 | 3.0003958268296436 | 0 | 23.45948188360962 | 0 | 69.6930859074672 | 0 | 3.8470363820935494 | 35.51997400742715 |
F4-T28a | 9.3 | 0.85 | 172.3 | 0 | 0 | 74.5 | 0 | 604.9 | 0 | 1904.7 | 0 | 67.9 | 0 | 0 | 0.09238251569672347 | 0 | 0.6849391883923388 | 0 | 2.037945799920579 | 0 | 0.06988849388074389 | 2.885155997890385 | 0 | 0 | 3.2019937834998595 | 0 | 23.74010933527212 | 0 | 70.63554973840988 | 0 | 2.4223471428181385 | 36.497862085899875 |
F4-T28b | 12.5 | 0.85 | 189.6 | 11.4 | 0 | 102.5 | 0 | 860.9 | 0 | 2648.9 | 0 | 162.2 | 0.015237759493670887 | 0 | 0.11550594073647873 | 0 | 0.8858661 | 0 | 2.575600825116589 | 0 | 0.15171680957622452 | 3.743927434922963 | 0.40699932780573317 | 0 | 3.085154366482945 | 0 | 23.66141212398333 | 0 | 68.79409042738527 | 0 | 4.052343754342726 | 35.236964093392594 |
F4-T28c | 11.1 | 0.85 | 181.7 | 0 | 0 | 76.5 | 0 | 654.2 | 0 | 2033.3 | 0 | 109.8 | 0 | 0 | 0.08995499774853655 | 0 | 0.7024401391304348 | 0 | 2.0629934950033304 | 0 | 0.10716885664377498 | 2.962557488526077 | 0 | 0 | 3.0363966976819987 | 0 | 23.710599434811673 | 0 | 69.63555991717497 | 0 | 3.617443950331351 | 31.399655416280623 |
F5-T4 | 12 | 0.85 | 144.4 | 0 | 0 | 0 | 0 | 0 | 0 | 55.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.07047307304271759 | 0 | 0 | 0.07047307304271759 | 0 | 0 | 0 | 0 | 0 | 0 | 100 | 0 | 0 | 0.6909124808109568 |
F5-T8 | 10.3 | 0.85 | 149.6 | 0 | 0 | 0 | 0 | 112.2 | 0 | 473.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0.14632379999999998 | 0 | 0.5836216920911905 | 0 | 0 | 0.7299454920911905 | 0 | 0 | 0 | 0 | 20.045852955513567 | 0 | 79.95414704448642 | 0 | 0 | 8.337469926798292 |
F5-T24 | 9.8 | 0.85 | 173.7 | 0 | 0 | 76 | 0 | 625.2 | 0 | 1996.8 | 0 | 74.4 | 0 | 0 | 0.09348298319987439 | 0 | 0.7022194569948187 | 0 | 2.1192689479138256 | 0 | 0.07596163460238793 | 2.9909330227109066 | 0 | 0 | 3.1255458577652724 | 0 | 23.478274226226056 | 0 | 70.8564495367059 | 0 | 2.539730379302784 | 35.90555849592925 |
F5-T28 | 11.5 | 0.85 | 174.4 | 9.6 | 0 | 82.2 | 0 | 727.6 | 0 | 2282.5 | 0 | 135.4 | 0.013950165137614677 | 0 | 0.10070339824854044 | 0 | 0.8139541045871558 | 0 | 2.4127683697489126 | 0 | 0.1376871366174711 | 3.4790631743396947 | 0.4009747578171625 | 0 | 2.8945550339899575 | 0 | 23.39578397399005 | 0 | 69.35109392507198 | 0 | 3.957592309130842 | 35.591439123679734 |
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Experiment | P. putida CA-3 duplicate batch fermentation | ||||||||
Date | Mar-april,2021 | ||||||||
Molar Concentration [mM] | BA-Na conc [g/L] | Peak area | RT=5.064 min | ||||||
10 | 1.441 | 7426.4 | y=5184.8 | ||||||
5 | 0.7205 | 3787.7 | |||||||
2.5 | 0.36025 | 1919.1 | |||||||
1.25 | 0.180125 | 968.4 | |||||||
0.625 | 0.0900625 | 487.5 | |||||||
0.3125 | 0.04503125 | 243.3 | |||||||
0.15625 | 0.022515625 | 125.2 | |||||||
0.078125 | 0.0112578125 | 62.4 | |||||||
0.0390625 | 0.00562890625 | 36.9 | |||||||
Experiment | Sample | Peak area | BA Concentration | Dilution factor | BA-Na [g/L] | Retention time [min] | 5.09 | ||
F4 [Replicate 1] | T-(-1) | 6946 | 1.339685233760222 | 2 | 2.679370467520444 | ||||
T-0 | 8521 | 1.643457799722265 | 2 | 3.28691559944453 | |||||
T-1 | 8516.4 | 1.6425705909581854 | 2 | 3.2851411819163707 | |||||
T-2 | 8227.2 | 1.5867921617034408 | 2 | 3.1735843234068817 | |||||
T-3 | 7725.5 | 1.490028544977627 | 2 | 2.980057089955254 | |||||
T-4 | 6115.5 | 1.1795054775497609 | 2 | 2.3590109550995217 | |||||
T-5 | 4931.1 | 0.9510685079463046 | 2 | 1.9021370158926092 | |||||
T-6 | 4113.6 | 0.7933960808517204 | 2 | 1.5867921617034408 | |||||
T-7 | 3416.2 | 0.6588875173584323 | 2 | 1.3177750347168646 | |||||
T-8 | 2917 | 0.5626060793087486 | 2 | 1.1252121586174972 | |||||
T-9 | 2697.5 | 0.5202707915445147 | 2 | 1.0405415830890294 | |||||
T-10 | 2163 | 0.4171809905878722 | 2 | 0.8343619811757444 | |||||
T-23 | 106.3 | 0.020502237309057245 | 2 | 0.04100447461811449 | |||||
T-25 | 0 | 0 | 2 | 0 | |||||
T-26 | 0 | 0 | 2 | 0 | |||||
T-27 | 0 | 0 | 2 | 0 | |||||
T-28 | 0 | 0 | 2 | 0 | |||||
F5 [Replicate 2] | T-(-1) | 7222.9 | 1.393091343928406 | 2 | 2.786182687856812 | ||||
T-0 | 8422.9 | 1.6245371084709148 | 2 | 3.2490742169418296 | |||||
T-1 | 8310.7 | 1.6028969294861906 | 2 | 3.205793858972381 | |||||
T-2 | 7998.8 | 1.5427403178521832 | 2 | 3.0854806357043665 | |||||
T-3 | 7220.5 | 1.392628452399321 | 2 | 2.785256904798642 | |||||
T-4 | 5359.7 | 1.0337332201820706 | 2 | 2.067466440364141 | |||||
T-5 | 4435.8 | 0.8555392686313841 | 2 | 1.7110785372627682 | |||||
T-6 | 3574.5 | 0.6894190711309983 | 2 | 1.3788381422619966 | |||||
T-7 | 3011.4 | 0.580813146119426 | 2 | 1.161626292238852 | |||||
T-8 | 2574.7 | 0.49658617497299795 | 2 | 0.9931723499459959 | |||||
T-9 | 531.4 | 0.10249189939824101 | 2 | 0.20498379879648201 | |||||
T-10 | 1928 | 0.3718561950316309 | 2 | 0.7437123900632618 | |||||
T-23 | 10.3 | 0.0019865761456565345 | 2 | 0.003973152291313069 | |||||
T-24 | 0 | 0 | 2 | 0 | |||||
T-25 | 0 | 0 | 2 | 0 | |||||
T-26 | 0 | 0 | 2 | 0 | |||||
T-27 | 0 | 0 | 2 | 0 | |||||
T-28 | 0 | 0 | 2 | 0 |
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Experiment | P. putida CA-3 duplicate batch fermentation | |||||||||||||||||
Date | Mar-april,2021 | N=OD/871.39 | ||||||||||||||||
2021-03-26T0:0:0+0000 | ||||||||||||||||||
F4 - Batch CA3 | F5-Batch CA3 | |||||||||||||||||
Sample | OD at 635 nm | N-concentration [diluted] | N [g/l] | OD at 635 nm | N-concentration [diluted] | N [g/l] | ||||||||||||
T-[-1] | 0.398 | 4.567415279036941E-4 | 0.04567415279036941 | 0.413 | 4.7395540458348154E-4 | 0.04739554045834815 | ||||||||||||
T-0 | 0.442 | 5.07235566164404E-4 | 0.050723556616440395 | 0.443 | 5.083831579430565E-4 | 0.050838315794305644 | ||||||||||||
T-1 | 0.409 | 4.6936503746887155E-4 | 0.046936503746887154 | 0.456 | 5.23301851065539E-4 | 0.0523301851065539 | ||||||||||||
T-2 | 0.391 | 4.4870838545312664E-4 | 0.044870838545312666 | 0.376 | 4.3149450877333915E-4 | 0.04314945087733391 | ||||||||||||
T-3 | 0.213 | 2.44437048852982E-4 | 0.0244437048852982 | 0.243 | 2.7886480221255694E-4 | 0.027886480221255693 | ||||||||||||
T-4 | 0.001 | 1.1475917786524977E-6 | 1.1475917786524977E-4 | 0.029 | 3.3280161580922436E-5 | 0.0033280161580922438 | ||||||||||||
T-5 | 0.018 | 2.0656652015744957E-5 | 0.0020656652015744958 | 0.034 | 3.901812047418493E-5 | 0.003901812047418493 | ||||||||||||
T-6 | 0.012 | 1.3771101343829972E-5 | 0.0013771101343829973 | 0.004 | 4.590367114609991E-6 | 4.5903671146099907E-4 | ||||||||||||
T-8 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||
T-9 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||
T-10 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||
T-22 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||
T-23 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||
T-24 | 0 | 0 | 0 | |||||||||||||||
T-25 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||
T-26 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||
T-27 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||
T-28 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||
BLANK | No color after incubation | |||||||||||||||||
N-std 1 | N=OD/871.39 | |||||||||||||||||
Standard solution | N stock 100x diluted [Original stock concentration - 0.25 g/L of NH4Cl] | |||||||||||||||||
N-concentration | OD at 635nm | |||||||||||||||||
6.54625E-4 | 0.573 | |||||||||||||||||
3.273125E-4 | 0.27 | |||||||||||||||||
1.6365625E-4 | 0.162 | 865.9772116468687 | 0.0024398303046206105 | slope | intercept | |||||||||||||
8.1828125E-5 | 0.071 | 20.08130023484712 | 0.005728808882372953 | se(slope) | se(intercept) | |||||||||||||
2.045703125E-5 | 0.027 | 0.9973185196459676 | 0.01173913985314421 | r2 | se(y) | |||||||||||||
1.0228515625E-5 | 0.007 | 1859.6416679805095 | 5 | F | df | |||||||||||||
5.1142578125E-6 | 0.001 | 0.25627239154897014 | 6.890370224583934E-4 | ss reg | ss resid | |||||||||||||
Factor | 871.39 |