characterization of the use of wastewater from
TRANSCRIPT
Characterization of the use of wastewater from hydrothermal
liquefaction as a nitrogen source by the potential algal biofuel strain
Picochlorum sp.
Shuyi Wang, Xinguo Shi, Fatima Foflonker, Debashish Bhattacharya, Brian Palenik
Scripps Institution of Oceanography University of California, San Diego
What are raffinates?
3http://algae.illinois.edu/Projects/Hydrothermal.html
Gas
Organic phase“Oil”
Solid
Aqueous phase “Raffinates”
Hydrothermal liquefaction extractable liquid fraction
Screened strains for growth on raffinate including microalgal community in a local pond.
4(Wang, et al. J. Phycol., 2014)
Picocystis
Picochlorum
Chaetoceros
What is Picochlorum SENEW3?
• Isolated from San Elijo Lagoon pond
• Chlorophyta,Trebouxiophyceae• Green, oval, ~2uM diameter,
flagella and pyrenoid absent, autosporulation
• High growth rate, 0.5/day at 22 °C• Makes lipid droplets under
nitrogen stress• Able to use organic nitrogen
sources
5
Picochlorum SENEW3
Picochlorum nitrogen recycling
7
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0
50
100
150
200
250
300
11-May 16-May 21-May 26-May 31-May 5-Jun
RFU
or
mg
/ L
RFU
DW
OD
0.00E+00
1.00E+07
2.00E+07
3.00E+07
4.00E+07
5.00E+07
6.00E+07
7.00E+07
8.00E+07
9.00E+07
1.00E+08
11-May 16-May 21-May 26-May 31-May 5-Jun
Cel
ls /
ml
Raffinate
Picochlorum (isolated from SElagoon)700 L seawater+100L inoculantAir bubbling and circulating800mL raffinate added at the beginning160mL raffinate added twice
Photo by Billy Lambert
provided by Billy Lambert
TN PO4
11936 3072 N:P=26:1
Add 160mL raffinate
Growth of Picochlorum in pond
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
0
50
100
150
200
250
300
350
400
6-May 16-May 26-May 5-Jun 15-Jun 25-Jun 5-Jul 15-Jul 25-Jul
RFU
or
mg
/ L
Picochlorum SE3
RFU
DW
OD
June 242nd harvest
June 71st harvest
8
provided by Billy Lambert
TN mass balance calculation
• 1st harvest on June 7th
9
0.53g in water
Input: 13.44g
Wastewater (including cells): 5.45g
Algae clay: 5.36g
1.76g in water
Input: from recycling 5.45g + adding raffinate 3.84g = 9.29g
Wastewater (including cells): 7.67g
Algae clay: 2.70g
• 2nd harvest on June 24th
TN data provided by Nicole Heaps
Oil Content: 38%Recovery rate: 40~80%
Genome and Proteomics Data summary
Picochlorum SE3
• Genome size 13.5 Mbp* in collaboration with
• Debashish Bhattacharya (Rutgers Univ.)
• Protein number: 7367
iTRAQ proteomics data for 4 samples
• Protein identified (FDR 5%): 2836
• Protein identified (with more than one unique peptide identified at 95% confidence): 2418
10
*Reference: Foflonker et al. Environmental Microbiology 2014
Experimental setup
• Greenhouse bags
• Biological duplicates
• Exponential phase cells
• French pressed cells
• Raffinate composition (below)
With raffinate With nitrate (control)
Bag A Bag B Bag A Bag B
iTRAQ114
iTRAQ115
iTRAQ116
iTRAQ117
Trypsin digestion
LC-MS/MS
ProteinPilot 3.0
NH4-N, 6973, 58%
NO3-N, 16.7, 0%
NO2-N, 58.7, 1%
TKN, 4887, 41%
TN=11936 ppm
11
Data analysisMost strict Cut-off criteria:• All 4 ratios between replicates are significantly changed
(p<0.05)• More than 1 unique peptide at 95% confidence• Ratio >1.2 or <0.8Protein Identified: 56 (Set A)
For a less strict Cut-off criteria:• At least 1 ratio between replicates are significantly changed
(p<0.05)• More than 1 unique peptide at 95% confidence• Ratio >1.2 or <0.8Protein Identified: 383 (Set B)
12
---NA---protein(contig_41.g106.t1)carbamoyl-phosphate synthasedehydroascorbate reductaseornithine aminotransferasena+ k+ alpha polypeptidesuccinyl- ligasenucleoside-diphosphate-sugar epimerasepreprocathepsin caconitate mitochondrial-likemitochondrial nad-dependent malate dehydrogenasespore coat assembly proteinkynurenine 3-monooxygenase and related flavoprotein monooxygenaseshypothetical protein VOLCADRAFT_104245 mercaptopyruvate sulfurtransferase-like proteinlight-harvesting protein of photosystem il-ascorbate peroxidasecitrate synthasealanine-anticapsin ligaselight-harvesting chlorophyll a b-binding proteinchaperonin 60b2magnesium chelatase subunit of protochlorophyllide reductasecf1 alpha subunit of atp synthaseproteinatp synthase gamma-subunittcp-1 cpn60 chaperonin family protein40s ribosomal protein s8dcp1-like decapping family proteingeranylgeranyl reductaseglycosyltransferase-like proteintranslocation protein sec62protein(contig_139.g613.t1)protein(contig_45.g319.t1)60s ribosomal protein l1130s ribosomal protein s4nucleolar protein 1040s ribosomal protein s3ribosomal protein s20cf0 atp synthase subunit ii precursor60s ribosomal proteinprotein(contig_144.g757.t1)rna helicase60s ribosomal protein l9proliferation-associated protein 2g4-likesec14 cytosolic factor family protein phosphoglyceride transfer family proteinprotein(contig_56.g251.t1)4-aminobutyrate aminotransferaserossmann-fold nad -binding domain-containing proteinalanine aminotransferaseg-protein coupled inwardly rectifying k+ channelat dna binding proteinchitin deacetylase 5 isoform b precursorflagellar associated protein40s ribosomal protein s1550s ribosomal protein l34kynurenine 3-monooxygenase and related flavoprotein monooxygenasesef-hand domain-containing thioredoxinaldehyde-alcohol dehydrogenase glutamine synthetase
Color Key
-1 -0.5 0 0.5 1
Row Z-Score
16 17 14 15
Control Raffinate
Set A
Compared to Control
• 25 down regulated
• 31 up regulated
• Raffinate up-regulated proteases
Proteomic data: 1 up-regulated in Set A and 11 up-regulated in Set BConfirmed by AMC enzyme assay.
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
FINDINGS
Pro
teas
e ac
tivi
ty (
nm
ole
AM
C/c
ell/
min
)
To utilize peptides in Raffinate?
FINDINGS
• Raffinate caused oxidative stress to cells
Proteomic data:
significant up-regulation of several antioxidant enzymes
(e.g. l-ascorbate peroxidase up 7.0; superoxide dismutase up 3.9)
15
Confirmed byAscorbate Peroxidase (AsPOX) assay
16
0
0.005
0.01
0.015
0.02
0.025
0.03
0.035
Exponential Stationary
μm
ol a
sco
rbic
aci
dm
g p
rote
in1
min
1
Nitrate
HTL-WW
Due to toxic material in raffinates?
Conclusions
• Picochlorum grows robustly on “raffinates” as a nitrogen source, including in outdoor ponds.
• “Omics” techniques show that Picochlorumchanges protein expression growing on raffinate.
• It experiences oxidative stress when growing on raffinate; this knowledge may help screen for additional species with the ability to grow on raffinate or engineer such strains.