si materials and methods tbk1 phosphoproteomics · 7/5/2013  · maxquant output in the ‘phospho...

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SI Materials and Methods TBK1 phosphoproteomics Cell culture and SILAC labeling: Lung adenocarcinoma cell lines used for this study were cultured in RPMI 1640 medium (Invitrogen) supplemented with 10% FBS and 1% penicillin/streptomycin. For SILAC experiments, A549 cells were grown in medium containing “heavy” [ 13 C 6 ]-L-Lys and [ 13 C 6 , 15 N 4 ]-L- Arg and “light” [ 12 C 6 ]-L-Lys and [ 12 C 6 , 14 N 4 ]-L- Arg for 7 days. At the end of 7 days, in the biological replicate #1,light cells were used as control (scrambled shRNA) and heavy cells were infected with lentivirus encoding sh-TBK1. In a parallel biological replicate #2,heavy cells were used as control and light cells were infected with sh-TBK1. Forty-eight hours after infection, cell pellets were collected in ice-cold PBS, washed twice, and then suspended in 300 μL of lysis buffer (20 mM HEPES pH 8.0, 9 M urea, 1 mM sodium orthovanadate, 2.5 mM sodium pyr ophosphate, 1 mM β- glycerophosphate). Using a microtip (Branson, Cell Discruptor 200), we sonicated each suspension at 15 W output with 3 bursts of 30 seconds each, followed by cooling on ice for 10 seconds between each burst. Lysates were cleared by centrifugation at 16,000 x g for 20 minutes. Protein concentrations were determined with Bradford assay. Trypsin digestion and SCX fractionation: In both biological replicates, equal amounts of protein from heavy and light extracts were mixed. The mixture (1.664 mg) was reduced with 4.5 mM DTT at 60ºC, cooled to room temperature, and then alkylated with 10 mM iodoacetamide at room temperature in the dark. Reduced and alkylated proteins were diluted 4-fold with 20 mM HEPES buffer, pH 8.0, to a final concentration of 2 M urea and digested overnight at 37ºC with 1:40 enzyme:protein ratio sequencing grade modified trypsin (Promega, Madison, WI). The resulting peptide solution was de-salted using C18 reversed phase cartridges (Sep-Pak, Waters) and lyophilized. The dried peptides were dissolved in 5 mM aqueous ammonium acetate containing 20% acetonitrile, pH 2.9 (solvent A) for fractionation with strong cation exchange chromatography (SCX). The SCX separation was performed on a 4.6 mm x 100 mm column packed with 3 μm particle size, 300 Å pore size SCX resin (PolySulfoethylA, PolyLC). The peptides were eluted using the following gradient program: 5% B (500 mM aqueous ammonium acetate containing 20% acetonitrile, pH 3.7) for 10 minutes, 5% to 50% B from 10 to 55 minutes, 50% to 100% B from 55 to 56 minutes, 100% B from 56 to 66 minutes, followed by re-equilibration at 5% B. The flow rate was 1 mL/min, and 11 fractions were collected. Each fraction was lyophilized and re-dissolved in 0.1% TFA; peptides were extracted with C18 reversed phase cartridges (Hypersep, Thermo Scientific) prior to phosphopeptide enrichment.

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Page 1: SI Materials and Methods TBK1 phosphoproteomics · 7/5/2013  · MaxQuant output in the ‘Phospho (STY)Sites.txt’ files were further post-processed and phosphopeptide observations

SI Materials and Methods

TBK1 phosphoproteomics

Cell culture and SILAC labeling: Lung adenocarcinoma cell lines used for this study were cultured

in RPMI 1640 medium (Invitrogen) supplemented with 10% FBS and 1% penicillin/streptomycin. For

SILAC experiments, A549 cells were grown in medium containing “heavy” [13C6]-L-Lys and [13C6,

15N4]-L- Arg and “light” [12C6]-L-Lys and [12C6, 14N4]-L- Arg for 7 days. At the end of 7 days, in the

“biological replicate #1,” light cells were used as control (scrambled shRNA) and heavy cells were

infected with lentivirus encoding sh-TBK1. In a parallel “biological replicate #2,” heavy cells were used

as control and light cells were infected with sh-TBK1. Forty-eight hours after infection, cell pellets

were collected in ice-cold PBS, washed twice, and then suspended in 300 µL of lysis buffer (20 mM

HEPES pH 8.0, 9 M urea, 1 mM sodium orthovanadate, 2.5 mM sodium pyrophosphate, 1 mM β-

glycerophosphate). Using a microtip (Branson, Cell Discruptor 200), we sonicated each suspension at

15 W output with 3 bursts of 30 seconds each, followed by cooling on ice for 10 seconds between

each burst. Lysates were cleared by centrifugation at 16,000 x g for 20 minutes. Protein

concentrations were determined with Bradford assay.

Trypsin digestion and SCX fractionation: In both biological replicates, equal amounts of protein

from heavy and light extracts were mixed. The mixture (1.664 mg) was reduced with 4.5 mM DTT at

60ºC, cooled to room temperature, and then alkylated with 10 mM iodoacetamide at room

temperature in the dark. Reduced and alkylated proteins were diluted 4-fold with 20 mM HEPES

buffer, pH 8.0, to a final concentration of 2 M urea and digested overnight at 37ºC with 1:40

enzyme:protein ratio sequencing grade modified trypsin (Promega, Madison, WI). The resulting

peptide solution was de-salted using C18 reversed phase cartridges (Sep-Pak, Waters) and

lyophilized. The dried peptides were dissolved in 5 mM aqueous ammonium acetate containing 20%

acetonitrile, pH 2.9 (solvent A) for fractionation with strong cation exchange chromatography (SCX).

The SCX separation was performed on a 4.6 mm x 100 mm column packed with 3 µm particle size,

300 Å pore size SCX resin (PolySulfoethylA, PolyLC). The peptides were eluted using the following

gradient program: 5% B (500 mM aqueous ammonium acetate containing 20% acetonitrile, pH 3.7)

for 10 minutes, 5% to 50% B from 10 to 55 minutes, 50% to 100% B from 55 to 56 minutes, 100% B

from 56 to 66 minutes, followed by re-equilibration at 5% B. The flow rate was 1 mL/min, and 11

fractions were collected. Each fraction was lyophilized and re-dissolved in 0.1% TFA; peptides were

extracted with C18 reversed phase cartridges (Hypersep, Thermo Scientific) prior to phosphopeptide

enrichment.

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Phosphopeptide enrichment: Phosphopeptides in each fraction were enriched using IMAC resin

purchased from Sigma (PHOS-Select™ Iron Affinity Gel). Briefly, the tryptic peptides from each SCX

fraction were re-dissolved in IMAC binding buffer (1% aqueous acetic acid and 30% acetonitrile

(ACN). IMAC resin (20 µL slurry/mg of protein) was washed twice with binding buffer. The

phosphopeptides were incubated with the IMAC resin for 30 minutes at room temperature, with gentle

agitation every 5 minutes. After incubation, the IMAC resin was washed twice with buffer 1 (0.1%

acetic acid, 100 mM NaCl, pH 3.0), followed by 2 washes with buffer 2 (30% acetonitrile, 0.1% acetic

acid, pH 3.0) and 1 wash with deionized H2O. The phosphopeptides were eluted with 20% aqueous

acetonitrile containing 200 mM ammonium hydroxide and concentrated by vacuum centrifugation.

Concentrated peptides were diluted with 15 µL of 2% aqueous acetonitrile with 0.1 % formic acid for

LC-MS/MS analysis.

LC-MS/MS analysis: A nanoflow liquid chromatograph (U3000, Dionex, Sunnyvale, CA) coupled to

an electrospray hybrid ion trap mass spectrometer (LTQ-Orbitrap, Thermo, San Jose, CA) was used

for tandem mass spectrometry peptide sequencing experiments. The sample was first loaded onto a

C18 reversed-phase pre-column (5 mm x 300 µm ID packed with 5 µm resin with 100 Å pore size)

and washed for 8 minutes with aqueous 2% acetonitrile with 0.04% trifluoroacetic acid. The trapped

peptides were eluted onto the C18 reversed phase analytical column (75 µm ID x 15 cm, C18-

Pepmap 100; Dionex, Sunnyvale, CA). The following 120-minute gradient program was used with a

300 nL/min flow rate: 95% solvent A (2% acetonitrile with 0.1% formic acid) for 8 minutes, solvent B

(90% acetonitrile with 0.1% formic acid) ramped from 5% to 50% over 90 minutes, and then solvent B

from 50% to 90% B in 7 minutes and held at 90% for 5 minutes, followed by re-equilibration for 10

minutes. The MS scans were performed in Orbitrap (from m/z 450-1600) at high mass resolution

(60,000 at m/z 400, AGC target 1,000,000 and maximum ion injection time 100 ms) to obtain

accurate peptide mass measurement. MS/MS scans were performed in the linear ion trap (AGC

target 30,000 and maximum ion injection time 100 ms). Five tandem mass spectra were collected per

survey scan for charge states 1 to 4 in a data-dependent manner with exclusion for 60 seconds. Each

sample was analyzed in duplicate.

Data analysis: The mass spectrometry data were analyzed using MaxQuant version 1.1.1.25

(http://www.maxquant.org). For the search parameters, double labeling with Lys-6 and Arg-10 was

selected, allowing a maximum of 3 labeled amino acids (Lys and Arg) per peptide. Enzyme specificity

was set to full trypsin digestion, allowing up to 2 missed cleavages. Carbamidomethylation of cysteine

was set as a fixed modification; oxidation of methionine, N-terminal protein acetylation,

phosphorylation of serine, threonine, and tyrosine were included as variable modifications. “First

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search ppm” for the peptide mass tolerance was set to 20 ppm, and fragment ion tolerance was set to

0.6 Da. Protein and peptide false discovery rates were set to 0.01, and minimum peptide length was

set to 6 amino acids. MS/MS data were searched against the IPI human database combined with

common contaminants and concatenated with the reversed versions of all sequences using the

Andromeda search engine integrated into MaxQuant.

Mascot searches were also performed against human entries in the Uni-Prot database to assign

peptide sequences and identify their proteins of origin in order to verify the results from Andromeda.

Precursor ion mass tolerance was set to 1.08 Da; fragment ion mass tolerance was set to 0.8 Da.

Enzyme specificity was set to trypsin, and as many as two missed cleavages were allowed. Dynamic

modifications included carbamidomethylation of cysteine, and oxidation of methionine, as well as

phosphorylation of serine, threonine, and tyrosine, heavy lysine and heavy arginine. Database search

results were summarized in Scaffold 3.0 (www.proteomesoftware.com).

MaxQuant output in the ‘Phospho (STY)Sites.txt’ files were further post-processed and

phosphopeptide observations from the two biological replicates were merged together. MaxQuant can

output multiple rows for a given modified peptide, which presents a challenge for merging data from

different biological replicates. Specifically, which observations can be appropriately matched across

biological replicates? Multiple MaxQuant rows can be produced for a variety of reasons, such as:

multiple observed phosphosites per peptide, multiple potential phosphosites with individual

probabilities that yield different potential phosphosequences, and multiple proteins containing the

peptide. Thus, phosphopeptide observations between biological replicates should be matched

together only when their attributes can be completely matched to each other using the criteria

discussed in the following paragraphs.

First, entries in the ‘Modified Sequence’ column were reannotated to report the phosphorylation site

indicated in the ‘Position’ column, which describes the location of the chosen phosphosite within the

peptide sequence. For peptides with multiple potential phosphosites, the given modified sequence

may be different from that indicated by the ‘Position’ column. In these cases, the p(STY) in the

modified sequence within the first reported combination of potential sites remains unchanged for all

other reported combinations, even when the reported phosphorylated amino acid is different.

Therefore, the reannotated p(STY) is reported in a new ‘Inferred Modified Sequence’ column, using

the given ‘Modified Sequence,’ ‘Phospho (STY) Probabilities,’ and single phosphosite ‘Position’ of

interest for that row. If the original modified sequence listed in the MaxQuant output did not contain

the reported phosphosite position, one of the existing p(STY) was relocated to the reported position.

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The phosphosite to be relocated was chosen as having the lowest phosphosite probability, using the

most C-terminal site in case of ties to be consistent with the observed pattern of modified sequences

reported by MaxQuant.

Next, a site probability ranking, ‘Phospho (STY) Probability Order,’ was constructed using the

corrected inferred modified sequence, so that peptides exhibiting similar phosphosite probabilities

could be identified. Phosphosite probabilities were floored to an empirical minimum threshold of 0.05

and sorted from highest to lowest, with sites present in the inferred modified sequence ordered before

potential sites not present in the inferred modified sequence. For each of the N observed

phosphosites, the delta probability was calculated between it and the next ranked site. Sites differing

by greater than 0.3333 in probability were listed with a “>>” separator between them. Sites differing

by less than or equal to 0.05 were treated as equal and listed with a comma separating them.

Remaining sites that differed by between 0.05 and 0.3333 in probability were listed with a single “>”

between them. The N+1th site was then interrogated, listing a final “n” using the same rules for

separator selection. Thus, the hypothetical phosphopeptide ‘pYATpS’ with probabilities

‘Y(0.47)AT(0.52)S(1)’ would result in a probability ranking of ‘4>>1,n’, while the same phosphopeptide

with probabilities ‘Y(0.75)AT(0.25)S(1)’ would yield a probability ranking of ‘4>1>>n’.

For each phosphopeptide, unique identifiers were then generated by combining the ‘Inferred Modified

Sequence,’ ‘Charge,’ ‘Number of Phospho (STY),’ ‘Position,’ ‘Phospho (STY) Probability Order,’

‘Sequence Window,’ ‘Proteins,’ and ‘Ratio Present Flag.’ The ratio present flag was set to “1” if a

heavy/light (H/L) ratio was reported for the phosphopeptide and to “0” if no ratio was present (due to

only observing a light or a heavy-labeled peptide), in order to prevent matching observations with

ratios to those without. Phosphopeptides with ‘PEP’ scores > 0.5 and ‘Mass Error’ > 5 ppm were

discarded. Biological replicates were then merged together using these generated unique identifiers,

listing combinations of all vs. all rows for unique identifiers that resulted in multiple input data rows per

identifier. H/L ratios were read from the ‘Ratio H/L Normalized’ columns, and the inverse of the ratios

was used for the light-labeled experiment, to account for the L/H label swap.

GeneGO Metacore pathway analysis: For each data point in the merged dataset containing both

biological replicates, a geometric mean of the two replicate ratios (shTBK1/control) was calculated,

and data points with ratios < 1.5-fold were discarded. Data points exhibiting opposite fold-change

directionality between replicates were also discarded. Additionally, the average and standard

deviation of log2 ratios was calculated within each biological replicate, and data points with an

|average Z-score| < 1 were discarded as noisy. GeneIDs, symbols, aliases, and other annotations

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were assigned to each peptide based on their listed IPI and Uniprot accessions, using assembled

IPI/Uniprot -> NCBI -> GeneID -> annotation mapping tables. Genes from the resulting filtered list

(TBK1-regulated phosphoproteins), together with their orthologous genes from mouse and rat, were

analyzed with GeneGo Metacore to identify all direct and nearby connecting literature interactions (1,

2). These interactions were exported and combined with ratio data, then reduced to a set of self-

consistent interactions that agree with the observed ratios (such as decreased inhibitor levels leading

to increased expression of the target gene). Genes with multiple phosphopeptide data points and

observed directions of change used majority voting to determine consensus direction of change, with

ties resulting in a classification of unchanged/uncertain. The results were visualized in Cytoscape.

The original file can be found in Dataset S3.

Motif-x: TBK1-regulated phosphopeptides (>1.5-fold, >1 Z-score) were subjected to Motif-x

(http://motif-x.med.harvard.edu/). Parameters were as follows: significance of 0.000001, occurrence

of 10, and width of phosphopeptides of 13. The IPI Human FASTA Database was used as

background data.

Lentivirus production and knockdown: Lentivirus was produced using ViraPowerTM Lentiviral

Expression System (Invitrogen) according to the manufacturer’s instructions. Briefly, 293FT cells

were transfected with viral vectors (pLP1, pLP2, VSVG) and vectors encoding shRNAs using the

calcium phosphate method. All shRNA lentiviral vectors were purchased from Open Biosystems, and

the TRC identification numbers for individual shRNA are described in table S2. Viral supernatants

were collected 48 and 72 hours after transfection and pooled after removing cell debris by

centrifugation at 1500 rpm for 5 min, then stored at -80ºC until virus infection. The target cells were

infected in the presence of 6 g/mL polybrene for 24 hours, and then viral medium was replaced with

fresh growth medium containing 2 g/mL puromycin.

Immunoblotting: Cells were washed with ice-cold PBS and whole cell extracts (WCE) were

prepared using lysis buffer (0.5% NP-40, 50 mM Tris-Cl pH 8.0, 150 mM NaCl, 1 mM EDTA)

supplemented with protease inhibitor (Roche) and phosphatase inhibitor cocktail (Sigma-Aldrich).

WCEs were resolved on SDS-PAGE and transferred to nitrocellulose membrane. The membrane was

blocked in 5% skim milk/PBST, and then incubated overnight in primary antibodies at 4ºC. Bound

antibodies were visualized by HRP-conjugated secondary antibodies and SuperSignal West Pico

Chemiluminescent Substrate (Thermo Scientific).

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Antibodies and reagents: Anti-TBK1, pTBK1 (Ser172), PARP, AKT, pAKT (Ser473, Thr308), ERK,

pERK (Thr202/Tyr204), EGFR, pEGFR (Tyr1068), Met, pMet (Tyr1234/Tyr1235), pS6K

(Thr421/Ser424), PLK1, pPLK1 (Thr210) antibodies were purchased from Cell Signaling Technology.

Anti-pEGFR (Tyr1197), KRAS, β-actin, MTDH and pMTDH (Ser568) antibodies were purchased from

Santa Cruz Biotechnology, Calbiochem, Sigma-Aldrich, Invitrogen, and Abcam, respectively.

Cell viability assay: Cell viability assays were performed according to the manufacturer’s

recommendations of CellTiter-Glo Luminescent Cell Viability Assay (Promega). Results are

representative of at least two independent experiments (triplicates) with similar results.

Luciferase assay: Cells were plated on 24-well plates and then transfected with indicated reporter

gene constructs with Renilla luciferase construct. Luciferase assays were performed using Dual Glo

luciferase assay system (Promega) 48 hrs after transfection according to the manufacturer’s protocol.

Real-time qPCR: Total RNA was prepared using the RNeasy Mini Kit (Qiagen). To obtain cDNA, 500

ng of each RNA sample was reverse transcribed using QuantiTect Reverse Transcription Kit (Qiagen).

mRNA level of human IL-8 and CXCL10 was analyzed by real-time PCR using SYBR green master

mix and 7900HT Fast Real Time PCR system (Applied Biosystems). Samples were normalized to the

signal generated from glyceraldehyde-3-phosphate dehydrogenase (GAPDH).

Generation of stable cell lines expressing constitutively active (CA) IKKβ or IRF3: A549 cells

stably expressing constitutively active (CA) IKKβ (S177/181D) or IRF3 (S396D) were generated as

described previously (3, 4). Briefly, retroviruses were produced by transfecting 293T cells with

retroviral vector for the mutant genes and pCL-Eco packaging plasmid. A549 cells were infected with

retroviruses encoding the mutant proteins or empty vector (MIG vector), then GFP positive cell were

sorted using FACS. MIG vector contains an internal ribosome entry site GFP cassette.

EMSA: Nuclear extracts were prepared from hypotonic cytosol extraction buffer (10 mM HEPES pH

7.9, 10 mM KCl, 0.1 mM EDTA, 0.3% NP-40) followed by hypertonic nuclear extraction buffer (20 mM

HEPES pH 7.9, 0.4 M NaCl, 1 mM EDTA, 25% glycerol) both supplemented with protease inhibitors.

32P-labeled NF-κB oligonucleotides were used for generating radiolabeled probe. Nuclear extracts

were incubated with radiolabeled probe (105 CPU/rxn, 5% glycerol, 0.5 mM EDTA, 1 mM DTT, 50 mM

NaCl, 10 mM Tris-HCl (pH 7.6), 1 μg of poly(dI-dC) (GE Healthcare), and 4 μg of bovine serum

albumin in a final volume of 20 μL for 20 minutes, and subjected to electrophoresis on a 4% (w/v)

polyacrylamide gel.

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Cell cycle synchoronization: For double-thymidine-block, A549 cells were exposed to thymidine (2

mM) for 18 hours, washed with PBS twice, and then released to fresh media for 8 hours. Cells were

grown again in thymidine-containing media for 12 hours and then washed and released from late G1

arrest. For mitotic arrest experiments, cells were exposed to nocodazole (50 ng/mL) for 18 hours, and

then whole cell extracts were harvested.

TBK1 in vitro kinase assay: For substrate preparation, 293FT cells were transfected with pRcCMV

myc-PLK1 K82R (Addgene) or pcDNA3.1-MTDH-HA (gift from Dr. Paul Fisher at Virginia

Commonwealth University) plasmids, then Immunoprecipitation was performed using anti-Myc

antibody (Santa Cruz Biotechnology) and HA agarose bead (Sigma), respectively. Immunopurified

MTDH-HA was incubated with 40 units of λ protein phosphatase (New England BioLabs) for 30

minutes, 30ºC, and then washed with lysis buffer for 3 times and kinase buffer for 1 time. The purified

substrates were incubated with recombinant TBK1 (420 ng, Life Technologies) or vehicle control in 1x

kinase buffer (20 mM HEPES, 20 mM β-glycerophosphate, 100 µM Na3VO4, 10 mM MgCl2, 50 mM

NaCl, 1 mM DTT, 50 µM ATP) for 30 min, 30ºC. Phosphorylation of PLK1 and MTDH was analyzed

by Western blotting using anti-pMTDH (Ser568) and anti-pPLK1 (Thr210) antibodies, respectively.

GST-IRF3 recombinant protein was used as a positive control.

Analysis of MTDH expression and lung cancer patients survival using the Director’s challenge

dataset: Survival was calculated on the RMA-normalized (Affymetrix Power Tools) non-DFCI subset

of the Director's Challenge dataset (361 samples), using the top and bottom quartiles of the MTDH

212250_at probeset expression. The Kaplan-Meier survival estimate and log-rank test were

calculated and plotted using the R statistical software package.

References

1. Mouse Genome Informatics (MGI) Web, The Jackson Laboratory, Bar Harbor, Maine. World Wide

Web (URL: http://www.informatics.jax.org).

2. Bult CJ, Richardson JE, Blake JA, Kadin JA, Ringwald M, Eppig JT, the Mouse Genome Database

Group. (2000) Mouse genome informatics in a new age of biological inquiry. Proceedings of the

IEEE International Symposium on Bio-Informatics and Biomedical Engineering: 29-32.

3. Zheng Y, Vig M, Lyons J, Van Parijs L, Beg AA (2003) Combined deficiency of p50 and cRel in

CD4+ T cells reveals an essential requirement for nuclear factor kappaB in regulating mature T cell

survival and in vivo function. J Exp Med 197(7):861-874.

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4. Wang J, et al. (2010) NF-kappa B RelA subunit is crucial for early IFN-beta expression and

resistance to RNA virus replication. J Immunol 185(3):1720-1729.

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Figure Legends for Supplementary Figures

Fig. S1. Decreased cell viability after loss of TBK1. H23 and A549 cells were infected with

lentiviruses encoding control shRNA (scrambled shRNA) or 2 different hairpins targeting TBK1

(shTBK1 #1, #4). Left panel: Cell viability was examined by CellTiter-Glo luminescent cell viability

assay (Promega) 6 days after lentivirus infection. Triplicate experiments ± 1StdErr. Right panel:

PARP cleavage induced by TBK1 loss in A549 cells. Whole cell extracts were prepared 3 days after

lentivirus infection.

Fig. S2. Immunoblotting showing ectopic expression of constitutive active (CA) IκB kinase-β (IKKβ,

S177/181D) and IRF3 (S396D). NS: Non-specific.

Fig. S3. Increased IL-8 mRNA, NF-κB-dependent reporter gene (NF-κB-Luc) expression in A549 cells

expressing CA-IKKβ, and CXCL10 mRNA, IFN promoter (IFN-β-Luc) expression in A549 cells

expressing CA-IRF3 measured by qRT-PCR and reporter gene assay, respectively.

Fig. S4. Effect of TBK1 knockdown on basal NF-κB-DNA binding measured by EMSA. Nuclear

extracts were harvested 3 days after lentivirus infection. TNF was used as a positive control.

Fig. S5. Time course of induction of PARP cleavage and reduction of TBK1 expression after shTBK1

lentivirus infection.

Fig. S6. Venn diagram showing the number of phosphopeptides and phosphoproteins identified from

the TBK1 phosphoproteomics experiment.

Fig. S7. Validation selected TBK1-regulated phosphopeptides by immunoblotting. Whole cell extracts

were harvested 2 days after lentivirus infection.

Fig. S8. MS, MS/MS spectra, and EICs for selected TBK1-regulated phosphopeptides.

Fig. S9. Representative phospho-motifs enriched in up- and down-regulated phosphopeptides after

loss of TBK1 using Motif-x. Motifs with significance of P<10-6 are shown.

Fig. S10. Cell viability assay after pharmacological inhibition of PLK1 (BI6727 and BI2536, 0.5 µM) or

TBK1 knockdown in 9 NSCLC cell lines. Cell viability was examined 3 days after drug treatment or 6

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days after lentivirus infection utilizing Cell-Titer Glo assay kit (Promega). Remaining cell viabilities

compared to control (DMSO and scrambled shRNA for PLK1 inhibitors and TBK1 knockdown,

respectively) are shown. Duplicate (PLK1 inhibitors) and triplicate experiments (TBK1 knockdown) ± 1

StdErr.

Fig. S11. Survival in lung adenocarcinoma patients with high levels of MTDH tumor expression (red)

is significantly worse than in those expressing low levels (blue).

Fig S12. TBK1 in vitro kinase assay using MTDH as substrate. Lambda protein phosphatase (λPP)

was treated to immunopurified MTDH and then washed off before recombinant TBK1 was added. The

specificity of anti-pMTDH antibody (Ser568) was validated by lack of signal from MTDH S568A

mutant protein, and activity of recombinant TBK1 was validated by kinase assay using GST-IRF3 as

substrate.

Fig. S13. Decreased cell viability and PARP cleavage after loss of MTDH. H23 and A549 cells were

infected with lentiviruses encoding control shRNA (scrambled shRNA) or 2 different hairpins targeting

MTDH (shMTDH #4, #5). Left panel: Cell viability was examined 6 days after lentivirus infection.

Triplicate experiments ± 1StdErr. Right panel: PARP and MTDH immunoblotting was performed using

whole cell extracts harvested 4 days (H23) and 6 days (A549) after lentivirus infection.

Fig. S14. Confirmation of knockdown and PARP cleavage after knockdown of genes indicated. Two

representative cell lines (H23, sensitive to knockdown of 3 genes; and H1437, resistant to knockdown

of 3 genes) were selected for immunoblotting. Whole cell extracts were harvested 4 days after

lentivirus infection.

Fig. S15. Cell viability assay after TBK1, MTDH, and KRAS knockdown in 14 NSCLC cell lines. Cell

viability was examined 6 days after lentivirus infection utilizing Cell-Titer Glo assay kit (Promega).

Triplicate experiments ± 1StdErr.

Fig. S16. Analysis of linear correlation of relative cell viability after TBK1 and KRAS knockdown.

Fig. S17. Analysis of linear correlation of relative cell viability after MTDH and KRAS knockdown.

Fig. S18. Immunoblotting showing TBK1 knockdown in SILAC-labeled phosphoproteomics sample.

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0.0

0.5

1.0

1.5

2.0

2.5

3.0

Rela

tive

NF

-kB

Lu

c a

cti

vit

y

A5

49-M

IG

A5

49-I

KKβ

CA

0.0

10.0

20.0

30.0

40.0

50.0

A5

49

-MIG

A5

49-I

RF

3C

A

CXCL10 qPCR

Rela

tive

gen

e e

xp

res

sio

n

0.0

1.0

2.0

3.0

4.0

5.0

6.0

7.0

8.0

Rela

tive

IF

N-

Lu

c a

cti

vit

y

A5

49-M

IG

A5

49-I

RF

3C

A

NF-kB

Luciferase assay

IFNβ-

Luciferase assay

P<0.01 P<0.01 P<0.01 P<0.01

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Figure S4

- + - + - + : 20ng/mL TNF, 1h

NF-kB-DNA complex

Free probe

Sc

ram

ble

d s

hR

NA

TB

K1

sh

RN

A #

1

TB

K1

sh

RN

A #

4

A549

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A549

FL-PARP

c-PARP

TBK1

β-actin

Sc

ram

ble

d s

hR

NA

TB

K1

sh

RN

A #

4

96 24 48 72 96 : hrs after infection

Figure S5

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Figure S6

Mass Error < 5ppm

Light:control_

Heavy:shTBK1

n=3982

Light:shTBK1_

Heavy:control

n=3410

Light:control_

Heavy:shTBK1

n=1933

Light:shTBK1_

Heavy:control

n=1715

4621 non-redundant phosphopeptides 2080 non-redundant phosphoproteins

2771 1211 639 1568 365 147

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pEGFR (Tyr1197)

pEGFR (Tyr1068)

tEGFR

pMET (Tyr1234/1235)

tMET β-actin

TBK1

pS6K (ThrT421/Ser424)

Sc

ram

ble

d s

hR

NA

TB

K1

sh

RN

A#

4

Sc

ram

ble

d s

hR

NA

TB

K1

sh

RN

A #

4

tERK

pERK

Figure S7

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200 400 600 800 1000 1200 1400 m/z

0

50

100

Inte

ns

ity

b2

595.1 595.4 595.7 596 m/z

[M+3H]3+, 595.2548, 3.5 ppm

A. MET pY1234-Light:Control, Heavy:shTBK1

y2 y52+ y6

2+ y3

b3

y72+

y4 b4

y82+

y5

y92+

y102+

b92+

b5

y6

b112+

y112+

b6 b12

2+

y122+-H2O

b7

y7 y8 b8

b9

b10

D M Y D K E Y Y S V H N K

MS1

MS/MS

Figure S8

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Met

DMYDKEYYSVHNK, 3+

591 592 593 594 595 596 m/z

0

50

100

Inte

ns

ity

Heavy: 595.25

Light: 591.24

+12

27 27.7 28.4 Time (min)

0

50

100 Heavy

Area: 4755389

Intensity: 255780

Light

Area: 2049496

Intensity: 110211

Inte

ns

ity

Figure S8

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B. EGFR pY1172 - Light:Control, Heavy:shTBK1

200 400 600 800 1000 1200 1400 1600 1800

m/z

0

50

100

Inte

ns

ity

y2

MS/MS

774.5 775 775.5 m/z

[M+3H]3+, 774.6808, 4.5 ppm

MS1

b3

y3

b72+

y72+

b5

b102+

y4 b112+

b6 y92+

y5

y102+

b122+

b7

y112+

y6 y12

2+

b142+

b8 y13

2+

b152+ y14

2+

y7

b9

b162+

b172+

b10

b182+

y8

b192+

y9 y10

b12 y11 b13

G S H Q I S L D N P D Y Q Q D F F P K

Figure S8

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+6

EGFR

GSHQISLDNPDYQQDFFPK, 3+

772.4 773.4 774.4 775.4 m/z 0

50

100

Inte

ns

ity

Heavy: 774.68

Light: 772.67

45 46 Time (min)

50

100 Heavy

Area: 1821432

Intensity: 65273

Light

Area: 997178

Intensity: 30560 0

Inte

ns

ity

Figure S8

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200 400 600 800 1000 1200 m/z

0

50

100

Inte

ns

ity

b3

645.6 646.4 647.2 m/z

[M+2H]2+, 645.7739, 3.4 ppm

MS1

MS/MS

y2

b4

b5

y3

b6

y92+

b7-H2O-NH3

y11-H2O-NH3

[M+2H]2+-H2O

b112+-H2O

b7

y4 y5

b8

y6

y7-H2O y7

b9

y8 b10

G S T A E N A E Y L R

C. EGFR pY1197 – Heavy:Control, Light:shTBK1 Figure S8

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EGFR

GSTAENAEYLR 2+

644 646 648 650 652 654 656 658 660 662 m/z

0

50

100

Inte

ns

ity

Light: 645.77

Heavy: 650.77

+10

24.8 26 27.2 Time (min)

0

50

100 Light

Area: 1300143

Intensity: 47794

Heavy

Area: 563801

Intensity: 21786

Inte

ns

ity

Figure S8

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D. MAPK3/ERK1 pY204 – Light:Control, Heavy:shTBK1

200 400 600 800 1000 1200 1400 1600 1800 2000 m/z

0

50

100

Inte

ns

ity

y2

754.6 755 755.4 m/z

[M+3H]3+, 754.6768, 2.4 ppm

MS1

MS/MS

b3 y3 b4

y4 y72+

b92+ b10

2+ b5

b112+

b122+-2H2O

b122+

b6

y5

b132+

y122+

b142+

b7

y6

b8

y7

y162+

b172+

b9

b182+

y8

y9

b11

y10 b12

I A D P E H D H T G F L T E Y V A T R

Figure S8

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MAPK3

IADPEHDHTGFLTEYVATR, 3+

751.5 752.5 753.5 754.5 755.5 m/z

0

50

100

Inte

ns

ity

Heavy: 754.67

Light: 751.34

+10

Light

Area: 859729

Intensity: 59338

Heavy

Area: 3582725

Intensity: 247619

40.85 41.45 Time (min)

0

50

100

Inte

ns

ity

Figure S8

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200 400 600 800 1000 1200 1400 1600 1800 2000

m/z

0

50

100

Inte

ns

ity

y2

741.9 742.4 742.9 m/z

[M+3H]3+, 741.9984, 4.4 ppm

MS1

MS/MS

b3 y3 y4 y7

2+

b5

b112+

b6

b122+

y5

b132+

y122+-H2O

b142+

y6 y142+

b8

y7 y162+

b172+ y17

2+

b192+

b11 y10 b12 y11 b13

V A D P D H D H T G F L T E Y V A T R

E. MAPK1/ERK2 pY187 – Light:Control, Heavy:shTBK1 Figure S8

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742 743 744 745 746

m/z

0

50

100

Inte

ns

ity

Heavy: 745.33

Light: 742.00

MAPK1

VADPDHDHTGFLTEYVATR, 3+

+10

Light

Area: 665363

Intensity: 34580

Heavy

Area: 984618

Intensity: 47114

38.50 39.25 Time (min)

0

50

100

Inte

ns

ity

Figure S8

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F. p70/S6K pS424 – Light: Control, Heavy: shTBK1

624.5 625 625.5 626 m/z

[M+3H]3+, 624.9731, 1.6 ppm

MS1

200 400 600 800 1000 1200 1400

m/z

0

50

100

Inte

ns

ity

y72+

[M-H3PO4]3+

b2 y2 b3

b4-H3PO4 y3

y82+

b4 b8

2+

b92+

b9-H2O2+

b5-2H2O

y4

b102+

y102+

b6

b122+

y5

y6

b132+

y122+

b7

y132+

y7

y142+

b142+

y8

b8

b9

b9-H2O

y9

b10 b13

MS/MS

T P V S P V K F S P G D F W G R

Figure S8

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618.5 619.5 620.5 621.5 622.5 623.5 624.5 625.5 626.5 627.5

m/z

0

50

100

Inte

ns

ity

Light: 619.63

Heavy: 624.97

RPS6KB1

TPVSPVKFSPGDFWGR, 3+

+16

Heavy

Area: 667042

Intensity: 29937

Light

Area: 2115104

Intensity: 92558

52.3 52.9 53.5

Time (min)

0

50

100

Inte

ns

ity

Figure S8

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G. PLK1 pT210 – Light: Control, Heavy: shTBK1

700.2 700.6 701 701.4 m/z

{M+3H]3+, 700.3607, 3.1 ppm

MS1

K K T L C G T P N Y I A P E V L S K

200 400 600 800 1000 1200 1400 m/z

0

50

100

Inte

ns

ity

[M+3H]3+-98

y2 b2

y62+

y3 y7

2+ y4 b3

b92+-98

b92+-18

b102+-98

b5-98 y11

2+

b102+

b112+-98

b6-98

y6

b112+

b122+

b5

y7

b142+

y152+

y8

b7

y8

b162+

y9

y172+

b8 y10 y11

b10

y13

MS/MS

Figure S8

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Light

Area: 3084024

Intensity: 189808

Heavy

Area: 2093870

Intensity: 130449 0

20

40

60

80

100

Inte

ns

ity

Time (min)

700 702 704 706 708 m/z

Light: 700.3607

HeavY: 706.3813

KKTLCGTPNYIAPEVLSK, 3+

+18

0

50

100

Inte

ns

ity

38.9 39.4

Figure S8

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H. Metadherin pS568 – Light: Control, Heavy : shTBK1

750 751 m/z

[M+2H]2+, 750.3457, 4.2 ppm

200 400 600 800 1000 1200 1400 m/z

0

50

100

Inte

ns

ity

b3

[M+2H-H3PO4]2+

[M+2H-H2O]2+

b2 b4 y3

y4

y92+-H3PO4

b5 y5

y102+

b6

y6 y7

y8 b9 y9 b10 y10

S E T S W E S P K Q I K

MS/MS

MS1

Figure S8

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750 752 754 756 758 m/z

0

80000

160000

Inte

ns

ity

Light: 750.3448

Heavy: 756.3652

SETSWESPKQIK, 2+

+12

28.4 29.4

Time (min)

Inte

ns

ity

0

20

40

60

80

100

Light

Area: 3725629

Intensity: 148453

Heavy

Area: 1530256

Intensity: 66193

Figure S8

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Figure S9

Decreased

(>1.5 fold, >1 Z-score)

Fold increase vs

Background

Proline-directed

Basophilic

Fold increase vs

Background

Increased

(>1.5 fold, >1 Z-score)

p=10-6

p=10-6

3.11

2.16

2.86

12.33

3.52

3.74

2.47

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A549

H23

H322

H358

H441

H460

H522

H1355

H1648

BI6727

BI2536

shTBK1#4

0

0.5

1.0

1.5

2.0

2.5

Rem

ain

ing c

ell

via

bili

ty

KRAS : G12S G12C WT G12C G12V Q61H WT G13C WT

EGFR : WT WT WT WT WT WT WT WT WT

Figure S10

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Figure S11

Perc

en

t S

urv

iva

l

0

0.2

0.4

0.6

0.8

1.0

10 20 30 40 50 60

Months

p=0.00183

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- + : Recombinant TBK1

GST-IRF3C’ : Substrate

WB : p-IRF3(Ser396)

- - +

WB : p-MTDH(Ser568)

WB : HA

WB : TBK1

: Recombinant TBK1

WB : TBK1

Figure S12

λPP treated,

washed off

WB : p-MTDH(Ser568)

WB : HA

Whole cell extracts

WT

MT

DH

-HA

S5

68

A M

TD

H-H

A

in vitro

kinase assay

in vitro

kinase assay

MTDH-HA : Substrate

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0.0

0.2

0.4

0.6

0.8

1.0

1.2

Re

lati

ve

ce

ll v

iab

ilit

y

Sc

ram

ble

d s

hR

NA

MT

DH

sh

RN

A#

4

A549 H23

MT

DH

sh

RN

A#

5

Sc

ram

ble

d s

hR

NA

MT

DH

sh

RN

A#

4

MT

DH

sh

RN

A#

5

Figure S13

MTDH

β-actin

FL-PARP

c-PARP

Sc

ram

ble

d s

hR

NA

MT

DH

sh

RN

A #

4

MT

DH

sh

RN

A #

5

H23 (KRAS G12C) A549(KRAS G12S)

Sc

ram

ble

d s

hR

NA

MT

DH

sh

RN

A #

4

MT

DH

sh

RN

A #

5

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Sc

ram

ble

d s

hR

NA

MT

DH

sh

RN

A #

4

TB

K1

sh

RN

A #

4

KR

AS

sh

RN

A #

5

Sc

ram

ble

d s

hR

NA

MT

DH

sh

RN

A #

4

TB

K1

sh

RN

A #

4

KR

AS

sh

NR

NA

#5

H23 (KRAS G12C) H1437 (KRAS WT)

FL-PARP

c-PARP

β-actin

MTDH

KRAS

TBK1

Figure S14

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Figure S15 R

ela

tive c

ell

via

bili

ty

KRAS : G12S G12C G12V G12V/D G12C Q61H G13C WT WT WT WT WT WT WT

EGFR : WT WT WT WT WT WT WT WT WT WT WT DelE746

_A750 T790M

L858R

Del

Exon19

0

0.5

1.0

1.5

2.0

2.5 A

54

9

H2

3

H4

41

A4

27

H3

58

H4

60

H1

35

5

H3

22

H1

43

7

H1

64

8

H5

22

HC

C4

00

6

H1

97

5

PC

9

Scrambled shRNA

shTBK1#4

shMTDH#4

shKRAS#5

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Figure S16

R2 = 0.5271

Relative cell viability after TBK1 knockdown

Rela

tive

ce

ll v

iab

ilit

y a

fte

r K

RA

S k

no

ck

do

wn

H441

H1437 H1648

A427

H358

H522 H460

H1355

A549

H322

HCC4006

PC9

H1975

H23

0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 2.2 2.4

0.2

0.4

0.6

0.8

1.0

1.2

1.4

0

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Re

lati

ve

ce

ll v

iab

ilit

y a

fte

r K

RA

S k

no

ck

do

wn

Relative cell viability after MTDH knockdown

Figure S17

R2 = 0.3829

0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6

H441

H1437 H1648

A427 H358

H522

H460

H1355

A549 H322

HCC4006

PC9

H1975

H23 0.2

0.4

0.6

0.8

1.0

1.2

1.4

0

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Figure S18

β-actin

TBK1

Light Heavy : SILAC

Sc

ram

ble

d s

hR

NA

TB

K1

sh

RN

A #

4

Sc

ram

ble

d s

hR

NA

TB

K1

sh

RN

A #

4

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Table S1. Pathways Enriched by GeneGO Analysis of TBK1-Regulated Phosphoproteins.

Down-regulated phosphoproteins

(> 1.5 fold, >1 Z-score)

Up-regulated phosphoproteins

(>1.5 fold, >1 Z-score)

Receptor-mediated HIF regulation TGF, WNT, and cytoskeletal remodeling

Insulin regulation of translation Gastrin in cell growth and proliferation

IGF-1 receptor signaling Cytoskeletal remodeling

Activation of PKC via G-Protein coupled receptor

Oncostatin M signaling via MAPK in human cells

Regulation of EIF-4F activity β-adrenergic receptors transactivation of EGFR

Sin3 and NuRD in transcription regulation PTEN pathway

Insulin signaling (generic cascades) TGFβ-dependent induction of EMT via MAPK

Cell cycle (generic schema) ETV3 affect on CSF1-promoted macrophage differentiation

Chromosome condensation in prometaphase VEGFR signaling via VEGFR2 (generic cascades)

Influence of Ras and Rho proteins on G1/S transition

IL-15 signaling

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Table S2: shRNAs used in this study shRNA TRC identifier NM number

shTBK1#1 TRCN0000003182 NM_013254

shTBK1#4 TRCN0000003185 NM_013254

shKRAS#5 TRCN0000033260 NM_033360.2

shMTDH#4 TRCN0000153105 NM_178812

shMTDH#5 TRCN0000151467 NM_178812