Upload
others
View
1
Download
0
Embed Size (px)
Citation preview
Immune checkpoint blockade has resulted in long-lasting patient survival. However, majority of patients do not benefit from current immunotherapies because tumors employ an arsenal of evasion mechanisms. We used the iOTarg RNAi screening platform to discover targets and pathways in tumor cells that induce immune resistance. Here we report that desensitization to immune cell-derived TNF is a key immune evasion strategy of tumor cells, which is tightly regulated by the tumor-intrinsic activity of salt-inducible kinase 3 (SIK3). SIK3 potentiates NFkB activity in a TNF-rich environment, thereby negating its pro-apoptotic effect. Using small molecule inhibitors, we show that specific abrogation of SIK3 results in broad anti-tumor activity against multiple human tumor cell lines in vitro as well as in a significant tumor growth inhibition in MC38 syngeneic mouse model. Taken together, targeting SIK3 to re-sensitize tumors to immune attack is a compelling therapeutic strategy for cancer treatment.
→→ iOtarg platform identifies SIK3 as a novel tumor-associated immune checkpoint
→→ SIK3 desensitizes tumor cells to TNF-mediated apoptosis
→→ Intratumoral SIK3 activity strongly increases chromatin accessibility and expression of NFkB-regulated genes by preventing HDAC4 shuttling into the nucleus
→→ SIK3-specific inhibitors alone sensitize a wide array of human and murine cancer cell lines to TNF-induced apoptosis by engaging the HDAC4/NFkB pathway
→→ Our novel SIK3 inhibitor demonstrates significant anti-tumor effect in MC38 syngeneic mouse model combined with an improved anti-tumor immune profile
TCR
MHC
TNF
TNFR1
LKB1
SIK3
HDAC4
HDAC4
NFκB
NFκB
TRADD
TRAF2
IκB
IKKMEKK3
Deathcomplex
caspases
e�ectorcaspases
Apoptosis
Survival
AS1 Mode of Action
iOTarg identifies and validates SIK3 as an immune checkpoint in multiple solid tumors
→→ SIK3 outperformed PD-L1 in the pancreatic cancer iOTarg screen→→ Knockdown of SIK3 sensitized multiple other tumors to T cell-
mediated killing→→ Conversly, SIK3 overexpression abrogated TIL-mediated killing
arrayed siRNA library + / -
co-culture
Tumor cell line
Patient-derived TIL culture
Immunecheckpoint
Immune activator
Negativecontrol
Negativecontrol
PANC1 : TIL#1
siCtrl s1 s2 s3
siPD-L1
0
25
50
75
100
rem
aini
ng tu
mor
cell
viab
ility
[%]
********
****
****
siSIk3
M579 : TIL209
MelanomaM579 : TIL209
Tum
or ce
ll dea
th (µ
m2 /w
ell)
Time (h)
Colorectal cancerSW480 : TIL#1
Tum
or ce
ll dea
th (µ
m2 /w
ell)
Time (h)
Breast cancerMCF7 : survivin-TCs
siCtrl
siCtrl
siSIK3
siSIk3
TCs
+
-
Tum
or ce
ll dea
th (µ
m2 /w
ell)
0 15 300
5x105
1x106
0 20 400
5x106
1x107
Time (h)0 10 20 30 40 50 60 70
0
1x106
2x106
3x106
4x106
5x106
shCtrl
shCtrl
shSIK3
shSIK3
TCs
+
-
siCtrl
siCtrl
siSIK3
siSIK3
TCs
+
-
0
25
50
75
100
*
EV OE
rem
aini
ng tu
mor
cell
viab
ility
[%]
A iOtarg screening overview
siRNA validation
AS1 Target validation in solid cancers
E Overexpression of AS1 rescues tumor cells from TC-lysis
Pancreatic cancer screening results
−4
−2
0
2
4
6
0 500 1000 1500 2000 2500 3000Gene rank
TC-m
edia
ted
lysi
s (LO
ESS
scor
e)
siSIK3
siCEACAM6siPD-L1
siCtrl
Potential immunemodulators
D
B C
Ag-specific MIL cell culture
Tumor cell culture
Luciferase
Transfection
Co-culture
Lysis
Residual luciferase
Luci
fera
se U
nits
Luci
fera
se U
nits
Control si
RNA
Immune-checkpoint
siRNA
Control si
RNA
Immune-checkpoint
siRNA
Read-out
Cytotoxicity setup Viability setup
Screening
PANC1 : TIL#1
siCtrl s1 s2 s3
siPD-L1
0
25
50
75
100
rem
aini
ng tu
mor
cell
viab
ility
[%]
********
****
****
siSIk3
M579 : TIL209
MelanomaM579 : TIL209
Tum
or ce
ll dea
th (µ
m2 /w
ell)
Time (h)
Colorectal cancerSW480 : TIL#1
Tum
or ce
ll dea
th (µ
m2 /w
ell)
Time (h)
Breast cancerMCF7 : survivin-TCs
siCtrl
siCtrl
siSIK3
siSIk3
TCs
+
-
Tum
or ce
ll dea
th (µ
m2 /w
ell)
0 15 300
5x105
1x106
0 20 400
5x106
1x107
Time (h)0 10 20 30 40 50 60 70
0
1x106
2x106
3x106
4x106
5x106
shCtrl
shCtrl
shSIK3
shSIK3
TCs
+
-
siCtrl
siCtrl
siSIK3
siSIK3
TCs
+
-
0
25
50
75
100
*
EV OE
rem
aini
ng tu
mor
cell
viab
ility
[%]
A iOtarg screening overview
siRNA validation
AS1 Target validation in solid cancers
E Overexpression of AS1 rescues tumor cells from TC-lysis
Pancreatic cancer screening results
−4
−2
0
2
4
6
0 500 1000 1500 2000 2500 3000Gene rank
TC-m
edia
ted
lysi
s (LO
ESS
scor
e)
siSIK3
siCEACAM6siPD-L1
siCtrl
Potential immunemodulators
D
B C
Ag-specific MIL cell culture
Tumor cell culture
Luciferase
Transfection
Co-culture
Lysis
Residual luciferase
Luci
fera
se U
nits
Luci
fera
se U
nits
Control si
RNA
Immune-checkpoint
siRNA
Control si
RNA
Immune-checkpoint
siRNA
Read-out
Cytotoxicity setup Viability setup
Screening
PANC1 : TIL#1
siCtrl s1 s2 s3
siPD-L1
0
25
50
75
100
rem
aini
ng tu
mor
cell
viab
ility
[%]
********
****
****
siSIk3
M579 : TIL209
MelanomaM579 : TIL209
Tum
or ce
ll dea
th (µ
m2 /w
ell)
Time (h)
Colorectal cancerSW480 : TIL#1
Tum
or ce
ll dea
th (µ
m2 /w
ell)
Time (h)
Breast cancerMCF7 : survivin-TCs
siCtrl
siCtrl
siSIK3
siSIk3
TCs
+
-
Tum
or ce
ll dea
th (µ
m2 /w
ell)
0 15 300
5x105
1x106
0 20 400
5x106
1x107
Time (h)0 10 20 30 40 50 60 70
0
1x106
2x106
3x106
4x106
5x106
shCtrl
shCtrl
shSIK3
shSIK3
TCs
+
-
siCtrl
siCtrl
siSIK3
siSIK3
TCs
+
-
0
25
50
75
100
*
EV OE
rem
aini
ng tu
mor
cell
viab
ility
[%]
A iOtarg screening overview
siRNA validation
AS1 Target validation in solid cancers
E Overexpression of AS1 rescues tumor cells from TC-lysis
Pancreatic cancer screening results
−4
−2
0
2
4
6
0 500 1000 1500 2000 2500 3000Gene rank
TC-m
edia
ted
lysi
s (LO
ESS
scor
e)
siSIK3
siCEACAM6siPD-L1
siCtrl
Potential immunemodulators
D
B C
Ag-specific MIL cell culture
Tumor cell culture
Luciferase
Transfection
Co-culture
Lysis
Residual luciferase
Luci
fera
se U
nits
Luci
fera
se U
nits
Control si
RNA
Immune-checkpoint
siRNA
Control si
RNA
Immune-checkpoint
siRNA
Read-out
Cytotoxicity setup Viability setup
Screening
If not indicated otherwise, graphs are representative data from at least two independent experiments. Data points show mean +/- SEM. P-values were calculated using two-tailed student’s t-test * p < 0.05, ** p < 0.01, *** p < 0.01 and **** p < 0.0001.
Sundberg TB, Liang Y, Wu H, et al. Development of Chemical Probes for Investigation of Salt-Inducible Kinase Function in Vivo. ACS Chem Biol. 2016;11(8):2105–2111.
Khandelwal, N., Breinig, M., Speck, T., Michels, T., Kreutzer, C., Sorrentino, A., Sharma, A.K., Umansky, L., Conrad, H., Poschke, I., et al. (2015). A high-throughput RNAi screen for detection of immune-checkpoint molecules that mediate tumor resistance to cytotoxic T lymphocytes. EMBO molecular medicine 7, 450-463
Introduction
SIK3 Mode of Action
A iOtargTM screening overview
B Discovery of novel immune checkpoints in pancreatic cancer
E Role of SIK3 validated in multiple solid tumor entities
C Knockdown of SIK3 increases tumor lsyis
Conclusion
Results
Statistic information
References
Download
siSIK3
siCtrl100
80
60
40
20
0
120
Iso Abanti-TNF
Iso Abanti-TRAIL
Iso Abanti-FasL
Medium
+ activated TIL supernatant -
**
**
** ** ** **
Cell
viab
ility
[%]
(nor
mal
ized
to co
ntro
l)
Cell
viab
ility
-2 -1 0 1 2 3 40
1.4x107
8.0x106
1.6x107
1.2x107
1.0x107
6.0x106
4.0x106
2.0x106
siCtrl siSIK3
TNF[log(ng/mL)]
0 1 2 3 4 5 6Time (h)
Tum
or C
ell D
eath
(µm
2 /wel
l)
siCtrl
siCtrl
siAS1
siAS1
TNF
+
-
0
5x107
1x108
C
B
A
**
**
Sup. TILsCtrl Ab
anti-TNF
-
--
+
-+
+
+-
+
++-
+
+++-
120
100
80
40
20
0
140
60
siSIK3
D
Cell
viab
ility
[%]
(nor
mal
ized
to co
ntro
l)
TNFCtrl Ab
anti-TNFR1
-
--
+
--
+
-+
+
+-
0
100
80
40
20
60
*siSIK3
E
Cell
viab
ility
[%]
(nor
mal
ized
to co
ntro
l)
F
T cell Tumor
PD-1 PDL-1
TCR MHC
TRAIL/FasL
TNF
SIK3
Apoptosis
Intrinsic resistance
Extrinsic resistance
TRAILR/Fas
TNFR1
Schematic representation of extrinsic and intrinsic resistance to TC attack
Blockade of TNF rescues tumor cells from killing
AS1 knockdown mediated tumor lysis is TNF dependent
A Intrinsic versus extrinsic immune resistance
SIK3-specific inhibitors sensitize tumor cells to TNF by counteracting NFkB activity
→→ SIK3 tool inhibitor HG-9-91-01 strongly sensitized a variety of tumor cell lines towards TNF-mediated killing
→→ Mechanisticaly, the inhibitor counteracted TNF-induced NFkB activitation by inhibiting HDAC4 phosphorylation, which was not seen by a SIK3-inactive inhibitor
SIK3
/TNF
inde
x
−2
−1
0
●●●● ● ●●● ●● ●●● ●● ●● ●● ●● ●● ●●● ●● ●●●
● ●●● ●● ●● ●●●● ● ● ●●● ●● ● ●● ●● ● ●●● ● ●●● ● ● ●● ●● ●● ●● ●● ●● ●●● ● ●● ●●● ● ●●● ●●● ●● ●● ●●●●● ●●● ●●● ●● ●● ●● ● ●● ● ●● ●● ●● ● ● ●● ●● ●●● ●● ●● ●● ● ●●● ●● ●● ●●●● ●● ●●● ●● ● ●●●● ● ●
●
●
●●
●
●
●
●● ●
●
●●
3 5 7 9 11CD8A expression
[RSEM (log2)]
p < 0.01R2 = 0.42
SIK3
/TNF
inde
x
PRF1 / GZMA expression [RSEM (geometric mean, log2)]
−2
−1
0
●
●
●●
●
●
●
●●●
●
●●
●●● ● ● ●●● ●● ● ● ●● ● ●● ● ●● ●●● ● ●●●● ●● ●
● ●●● ●● ●●● ●●● ●● ● ●● ● ●●●● ●● ● ●●●● ●●●● ●●● ●●●● ●●● ● ●●●●● ●●● ●● ●● ●●● ●●● ●● ●● ● ●● ● ● ●●● ● ●● ●● ●● ●● ●●● ● ●● ●● ●● ● ● ●● ●● ●●● ●● ● ● ●●● ●●● ●● ●●●●●● ●● ●●● ●●● ●●●● ● ●
4 6 8
p < 0.01R2 = 0.48
++++++
+++++++++++++
+++++++++++++
++++++ +++++++++
+++++++ + +++++ + ++++ +
+
+
+ +
++ + + + + + + +
0
25
50
75
100
0 1 2 3 4 5 6 7 8
Follow−Up time [Years]
Surv
ival
pro
babi
lity
[%]
p = 0.0012
index low
index high
1 4 8 11 15 180
200
400
600
study days
***
Tum
or v
olum
e [m
m3 ] vehicle
OMX-0370 qd 100 mg/kg
OMX-0370 bid 100 mg/kg
p=0.06
Group treatment total daily dose[e.g. mg/k/d]
dosing route Cumulated
dosesmice
Analysis
1 vehicle 10 ml/kg QD x 18 p.o 18 10 FC/TG
2 OMX0370 100 mg /kg QD x 18 p.o 18 10 FC/TG
3 OMX0370 100 mg /kg BID x 18 p.o 36 10 FC/TG
Study start: tumor cell injection5x105 MC38 cells (s.c.)
Randomization: TV ~ 100 mm3Treatment start: p.o. 7q7d Last treatment
FACS analysisDay -10
Day 0Day 1 Day 18
vehicle
OMX370 qd
OMX370 bid0
2
4
6
CTL / T reg ratio
ratio
CTL
/ Tre
g
**
*
vehicle
OMX370 qd
OMX370 bid0
10
20
30
40
M2-like TAM(CD206+ MHC-II+)
% o
f CD4
5+ cells
*** ***
vehicle
OMX370 qd
OMX370 bid0
2
4
6
8
cytotoxic T cells(GrzB+)
*
**
% o
f CD4
5+ cells
vehicle
OMX370 qd
OMX370 bid0
2
4
6
cytotoxic T cells(CD25+ CD69+)
**
% o
f CD4
5+ cells
A In vivo e®icacy study design
B
Inhibition of promotes an anti-tumor immune phenotypeC
A SIK3-dependent gene expression pattern is associated with poor surviuval in PRADD
A In vivo efficacy study design
SIK3
/TNF
inde
x
−2
−1
0
●●●● ● ●●● ●● ●●● ●● ●● ●● ●● ●● ●●● ●● ●●●
● ●●● ●● ●● ●●●● ● ● ●●● ●● ● ●● ●● ● ●●● ● ●●● ● ● ●● ●● ●● ●● ●● ●● ●●● ● ●● ●●● ● ●●● ●●● ●● ●● ●●●●● ●●● ●●● ●● ●● ●● ● ●● ● ●● ●● ●● ● ● ●● ●● ●●● ●● ●● ●● ● ●●● ●● ●● ●●●● ●● ●●● ●● ● ●●●● ● ●
●
●
●●
●
●
●
●● ●
●
●●
3 5 7 9 11CD8A expression
[RSEM (log2)]
p < 0.01R2 = 0.42
SIK3
/TNF
inde
x
PRF1 / GZMA expression [RSEM (geometric mean, log2)]
−2
−1
0
●
●
●●
●
●
●
●●●
●
●●
●●● ● ● ●●● ●● ● ● ●● ● ●● ● ●● ●●● ● ●●●● ●● ●
● ●●● ●● ●●● ●●● ●● ● ●● ● ●●●● ●● ● ●●●● ●●●● ●●● ●●●● ●●● ● ●●●●● ●●● ●● ●● ●●● ●●● ●● ●● ● ●● ● ● ●●● ● ●● ●● ●● ●● ●●● ● ●● ●● ●● ● ● ●● ●● ●●● ●● ● ● ●●● ●●● ●● ●●●●●● ●● ●●● ●●● ●●●● ● ●
4 6 8
p < 0.01R2 = 0.48
++++++
+++++++++++++
+++++++++++++
++++++ +++++++++
+++++++ + +++++ + ++++ +
+
+
+ +
++ + + + + + + +
0
25
50
75
100
0 1 2 3 4 5 6 7 8
Follow−Up time [Years]
Surv
ival
pro
babi
lity
[%]
p = 0.0012
index low
index high
1 4 8 11 15 180
200
400
600
study days
***
Tum
or v
olum
e [m
m3 ] vehicle
OMX-0370 qd 100 mg/kg
OMX-0370 bid 100 mg/kg
p=0.06
Group treatment total daily dose[e.g. mg/k/d]
dosing route Cumulated
dosesmice
Analysis
1 vehicle 10 ml/kg QD x 18 p.o 18 10 FC/TG
2 OMX0370 100 mg /kg QD x 18 p.o 18 10 FC/TG
3 OMX0370 100 mg /kg BID x 18 p.o 36 10 FC/TG
Study start: tumor cell injection5x105 MC38 cells (s.c.)
Randomization: TV ~ 100 mm3Treatment start: p.o. 7q7d Last treatment
FACS analysisDay -10
Day 0Day 1 Day 18
vehicle
OMX370 qd
OMX370 bid0
2
4
6
CTL / T reg ratio
ratio
CTL
/ Tre
g
**
*
vehicle
OMX370 qd
OMX370 bid0
10
20
30
40
M2-like TAM(CD206+ MHC-II+)
% o
f CD4
5+ cells
*** ***
vehicle
OMX370 qd
OMX370 bid0
2
4
6
8
cytotoxic T cells(GrzB+)
*
**
% o
f CD4
5+ cells
vehicle
OMX370 qd
OMX370 bid0
2
4
6
cytotoxic T cells(CD25+ CD69+)
**
% o
f CD4
5+ cells
A In vivo e®icacy study design
B
Inhibition of promotes an anti-tumor immune phenotypeC
A SIK3-dependent gene expression pattern is associated with poor surviuval in PRADD
B Inhibition of SIK3 reduces tumor progression in vivo
SIK3
/TNF
inde
x
−2
−1
0
●●●● ● ●●● ●● ●●● ●● ●● ●● ●● ●● ●●● ●● ●●●
● ●●● ●● ●● ●●●● ● ● ●●● ●● ● ●● ●● ● ●●● ● ●●● ● ● ●● ●● ●● ●● ●● ●● ●●● ● ●● ●●● ● ●●● ●●● ●● ●● ●●●●● ●●● ●●● ●● ●● ●● ● ●● ● ●● ●● ●● ● ● ●● ●● ●●● ●● ●● ●● ● ●●● ●● ●● ●●●● ●● ●●● ●● ● ●●●● ● ●
●
●
●●
●
●
●
●● ●
●
●●
3 5 7 9 11CD8A expression
[RSEM (log2)]
p < 0.01R2 = 0.42
SIK3
/TNF
inde
x
PRF1 / GZMA expression [RSEM (geometric mean, log2)]
−2
−1
0
●
●
●●
●
●
●
●●●
●
●●
●●● ● ● ●●● ●● ● ● ●● ● ●● ● ●● ●●● ● ●●●● ●● ●
● ●●● ●● ●●● ●●● ●● ● ●● ● ●●●● ●● ● ●●●● ●●●● ●●● ●●●● ●●● ● ●●●●● ●●● ●● ●● ●●● ●●● ●● ●● ● ●● ● ● ●●● ● ●● ●● ●● ●● ●●● ● ●● ●● ●● ● ● ●● ●● ●●● ●● ● ● ●●● ●●● ●● ●●●●●● ●● ●●● ●●● ●●●● ● ●
4 6 8
p < 0.01R2 = 0.48
++++++
+++++++++++++
+++++++++++++
++++++ +++++++++
+++++++ + +++++ + ++++ +
+
+
+ +
++ + + + + + + +
0
25
50
75
100
0 1 2 3 4 5 6 7 8
Follow−Up time [Years]
Surv
ival
pro
babi
lity
[%]
p = 0.0012
index low
index high
1 4 8 11 15 180
200
400
600
study days
***
Tum
or v
olum
e [m
m3 ] vehicle
OMX-0370 qd 100 mg/kg
OMX-0370 bid 100 mg/kg
p=0.06
Group treatment total daily dose[e.g. mg/k/d]
dosing route Cumulated
dosesmice
Analysis
1 vehicle 10 ml/kg QD x 18 p.o 18 10 FC/TG
2 OMX0370 100 mg /kg QD x 18 p.o 18 10 FC/TG
3 OMX0370 100 mg /kg BID x 18 p.o 36 10 FC/TG
Study start: tumor cell injection5x105 MC38 cells (s.c.)
Randomization: TV ~ 100 mm3Treatment start: p.o. 7q7d Last treatment
FACS analysisDay -10
Day 0Day 1 Day 18
vehicle
OMX370 qd
OMX370 bid0
2
4
6
CTL / T reg ratio
ratio
CTL
/ Tre
g
**
*
vehicle
OMX370 qd
OMX370 bid0
10
20
30
40
M2-like TAM(CD206+ MHC-II+)
% o
f CD4
5+ cells
*** ***
vehicle
OMX370 qd
OMX370 bid0
2
4
6
8
cytotoxic T cells(GrzB+)
*
**
% o
f CD4
5+ cells
vehicle
OMX370 qd
OMX370 bid0
2
4
6
cytotoxic T cells(CD25+ CD69+)
**
% o
f CD4
5+ cells
A In vivo e®icacy study design
B
Inhibition of promotes an anti-tumor immune phenotypeC
A SIK3-dependent gene expression pattern is associated with poor surviuval in PRADD
SIK3
/TNF
inde
x
−2
−1
0
●●●● ● ●●● ●● ●●● ●● ●● ●● ●● ●● ●●● ●● ●●●
● ●●● ●● ●● ●●●● ● ● ●●● ●● ● ●● ●● ● ●●● ● ●●● ● ● ●● ●● ●● ●● ●● ●● ●●● ● ●● ●●● ● ●●● ●●● ●● ●● ●●●●● ●●● ●●● ●● ●● ●● ● ●● ● ●● ●● ●● ● ● ●● ●● ●●● ●● ●● ●● ● ●●● ●● ●● ●●●● ●● ●●● ●● ● ●●●● ● ●
●
●
●●
●
●
●
●● ●
●
●●
3 5 7 9 11CD8A expression
[RSEM (log2)]
p < 0.01R2 = 0.42
SIK3
/TNF
inde
x
PRF1 / GZMA expression [RSEM (geometric mean, log2)]
−2
−1
0
●
●
●●
●
●
●
●●●
●
●●
●●● ● ● ●●● ●● ● ● ●● ● ●● ● ●● ●●● ● ●●●● ●● ●
● ●●● ●● ●●● ●●● ●● ● ●● ● ●●●● ●● ● ●●●● ●●●● ●●● ●●●● ●●● ● ●●●●● ●●● ●● ●● ●●● ●●● ●● ●● ● ●● ● ● ●●● ● ●● ●● ●● ●● ●●● ● ●● ●● ●● ● ● ●● ●● ●●● ●● ● ● ●●● ●●● ●● ●●●●●● ●● ●●● ●●● ●●●● ● ●
4 6 8
p < 0.01R2 = 0.48
++++++
+++++++++++++
+++++++++++++
++++++ +++++++++
+++++++ + +++++ + ++++ +
+
+
+ +
++ + + + + + + +
0
25
50
75
100
0 1 2 3 4 5 6 7 8
Follow−Up time [Years]
Surv
ival
pro
babi
lity
[%]
p = 0.0012
index low
index high
1 4 8 11 15 180
200
400
600
study days
***Tu
mor
vol
ume
[mm
3 ] vehicle
OMX-0370 qd 100 mg/kg
OMX-0370 bid 100 mg/kg
p=0.06
Group treatment total daily dose[e.g. mg/k/d]
dosing route Cumulated
dosesmice
Analysis
1 vehicle 10 ml/kg QD x 18 p.o 18 10 FC/TG
2 OMX0370 100 mg /kg QD x 18 p.o 18 10 FC/TG
3 OMX0370 100 mg /kg BID x 18 p.o 36 10 FC/TG
Study start: tumor cell injection5x105 MC38 cells (s.c.)
Randomization: TV ~ 100 mm3Treatment start: p.o. 7q7d Last treatment
FACS analysisDay -10
Day 0Day 1 Day 18
vehicle
OMX370 qd
OMX370 bid0
2
4
6
CTL / T reg ratio
ratio
CTL
/ Tre
g
**
*
vehicle
OMX370 qd
OMX370 bid0
10
20
30
40
M2-like TAM(CD206+ MHC-II+)
% o
f CD4
5+ cells
*** ***
vehicle
OMX370 qd
OMX370 bid0
2
4
6
8
cytotoxic T cells(GrzB+)
*
**
% o
f CD4
5+ cells
vehicle
OMX370 qd
OMX370 bid0
2
4
6
cytotoxic T cells(CD25+ CD69+)
**
% o
f CD4
5+ cells
A In vivo e®icacy study design
B
Inhibition of promotes an anti-tumor immune phenotypeC
A SIK3-dependent gene expression pattern is associated with poor surviuval in PRADD
C Inhibition of SIK3 promotes an anti-tumor immune phenotype
D A SIK3-dependent gene expression pattern is associated with poor survival in pancreatic cancer patients
SIK3 inhibition reduces tumor growth in vivo
→→ Novel SIK3 inhibitor OMX-0370 inhibits tumor growth in MC38 murine CRC model
→→ SIK3 inhibitor OMX-0370 induces an anti-tumoral immune phenotype in the tumor microenvironment
→→ Pancreatic cancer patients with a high expression of a TNF/SIK3/NFkB-dependent gene signature have a poor survival prognosis
0.1 1 10 100 1000 100000
50
100
Concentration [nM]
Viab
ility
[%]
Murine MC38
HG-9-91-01HG-9-91-01
TNF-+
500 nM1420 nM
1 10 100 1000 100000
50
100
Concentration [nM]
Viab
ility
[%]
Human PANC1A B
AS1 inhibition sensitizes a wide array of cell liens to TNF-induced apoptosis
D E
−0.4
-0.2
0
0.2
0.4
HSA
syne
rgy
scor
e
Cancer cell line originbladderbonebrainbreastcolonconnective tissueendometrialhematologicalkidneyliverlungmuscleovarypancreasplacentaprostateskinuterus
HG-9-91-01 + 2 ng/ml TNF on 94 cell lines
sensitive cell lines
resitant cell lines
TNF+HG-91-01
SIK3-inactive
100
50
100
Concentration [nM]
NFkB
act
ivity
[%]
100 1000 10000+-TNF
C
AS1 inhibition reduces HDAC4 phosphorylation andNFkB activity
MC38 PANC1
HG-9-91-01SIK3-inactive
1111 nM 110 nM0.0
0.5
1.0
HDAC
4 ph
osph
oryl
atio
n [%
]no
rmai
leze
d to
DM
SO
*****
A SIK3 inhibition sensitizes a wide array of tumor cell lines to TNF-induced apoptosis
FIGURE 1
A Scheme of the iOTarg platform workflow to identify novel immune checkpoints in pancreatic cancer. Luciferase-positive PANC1 tumor cells were transfected with a siRNA library targeting approx. 3000 genes and co-cultured with patient-derived TILs or medium alone. Tumor viability was measured using luc-based readout. B Gene ranking based on impact on TIL-mediated tumor lysis. Z-scores were calculated using the luciferase activity values from cytotoxicity (with TIlLs) and viability (without TILs) setup. Local regression (LOESS) was used to fit cytotoxicity to viability.C PANC1 tumor cells were transfected with sequence-independent SIK3-specific and control siRNAs and cocultured with T cells. Tumor lysis by T cells was measured and normalized to the respective viability control (addition of medium without TILs).D M579 cells were transfected with SIK3 over expression (OE) or empty vector (EV). T cell-mediated cytotoxicity was assessed as in (B).E siRNA transfected SW480 (left panel) and MCF7 (right panel) were co-cultured with either survivin-specific CTLs or TILs, respectively. M579 (middle panel) were transduced with SIK3-specific shRNA or NTS control and co-cultured as before. Real-time live cell microscopy was used to evaluate tumor cell death using YOYO-1 dye and apoptosis was plotted as area of YOYO-1+ cells/well (µm2/well).
FIGURE 3
A RNA seq analysis showing hierarchical clustering of genes that were differentially regulated in SIK3 knocked down tumor cells after 4 h of TNF treatment. Gene enrichment analysis depictes genes having reduced or missing induction by TNF after SIK3 knockdown (fold change ≥ 2, normalized counts per million > 2, FDR ≤ .05). B Left panel: ATAC sequencing showing chromatin accessibility in single base pair resolution over all differential open chromatin regions that harbor a NFkB or IRF binding motif, respectively. Right panel: Representative IGV genome browser snapshot showing chromatin accessibility data obtained by ATAC-seq at the TRAF1 locus. C ELISA for detection of nuclear p65 subunit of NFκB in siSIK3 vs. siCtrl PANC1 cells treated with TNF.D Rescue of PANC1 cells by double knockdown of SIK3 and HDAC4 before treatment with 100 ng/mL of TNF.
Salt-inducible kinase 3 facilitates tumor cell resistance against cytotoxic T cell attack by shifting TNF signaling from apoptosis to survival
Tillmann Michels1*, Antonio Sorrentino2,3*, Ayse Nur Menevse3, Stefan Bissinger1, Peter Sennhenn1, Valentina Volpin2,3, Sabrina Genssler1, Hannes Loferer1, Christian Kohler4, Rainer Spang3, Michael Rheli3, Christian Schmidl3, Macro Breinig2, Michael Boutros2, Sebastian Meier-Ewert1, Apollon Papadimitriou1, Philipp Beckhove2,3 and Nisit Khandelwal1
1 iOmx Therapeutics, Martinsried/Munich, Germany 2 German Cancer Research Centre (DKFZ), Heidelberg, Germany 3 Regensburg Center for Interventional Immunology (RCI), Regensburg, Germany 4 Institute of Functional Genomics, University of Regensburg, Germany * contributed equally
Research Authors and affiliations
SIK3 mediates intrinsic resistance of tumors against TNF
→→ SIK3-positive tumors were inert to TNF-induced apoptosis→→ Neutralization of TNF or TNFR1 abrogated the apoptosis of SIK3-
negative tumors
siSIK3
siCtrl100
80
60
40
20
0
120
Iso Abanti-TNF
Iso Abanti-TRAIL
Iso Abanti-FasL
Medium
+ activated TIL supernatant -
**
**
** ** ** **
Cell
viab
ility
[%]
(nor
mal
ized
to co
ntro
l)
Cell
viab
ility
-2 -1 0 1 2 3 40
1.4x107
8.0x106
1.6x107
1.2x107
1.0x107
6.0x106
4.0x106
2.0x106
siCtrl siSIK3
TNF[log(ng/mL)]
0 1 2 3 4 5 6Time (h)
Tum
or C
ell D
eath
(µm
2 /wel
l)
siCtrl
siCtrl
siAS1
siAS1
TNF
+
-
0
5x107
1x108
C
B
A
**
**
Sup. TILsCtrl Ab
anti-TNF
-
--
+
-+
+
+-
+
++-
+
+++-
120
100
80
40
20
0
140
60
siSIK3
D
Cell
viab
ility
[%]
(nor
mal
ized
to co
ntro
l)
TNFCtrl Ab
anti-TNFR1
-
--
+
--
+
-+
+
+-
0
100
80
40
20
60
*siSIK3
E
Cell
viab
ility
[%]
(nor
mal
ized
to co
ntro
l)
F
T cell Tumor
PD-1 PDL-1
TCR MHC
TRAIL/FasL
TNF
SIK3
Apoptosis
Intrinsic resistance
Extrinsic resistance
TRAILR/Fas
TNFR1
Schematic representation of extrinsic and intrinsic resistance to TC attack
Blockade of TNF rescues tumor cells from killing
AS1 knockdown mediated tumor lysis is TNF dependentsiSIK3
siCtrl100
80
60
40
20
0
120
Iso Abanti-TNF
Iso Abanti-TRAIL
Iso Abanti-FasL
Medium
+ activated TIL supernatant -
**
**
** ** ** **
Cell
viab
ility
[%]
(nor
mal
ized
to co
ntro
l)
Cell
viab
ility
-2 -1 0 1 2 3 40
1.4x107
8.0x106
1.6x107
1.2x107
1.0x107
6.0x106
4.0x106
2.0x106
siCtrl siSIK3
TNF[log(ng/mL)]
0 1 2 3 4 5 6Time (h)
Tum
or C
ell D
eath
(µm
2 /wel
l)
siCtrl
siCtrl
siAS1
siAS1
TNF
+
-
0
5x107
1x108
C
B
A
**
**
Sup. TILsCtrl Ab
anti-TNF
-
--
+
-+
+
+-
+
++-
+
+++-
120
100
80
40
20
0
140
60
siSIK3
D
Cell
viab
ility
[%]
(nor
mal
ized
to co
ntro
l)
TNFCtrl Ab
anti-TNFR1
-
--
+
--
+
-+
+
+-
0
100
80
40
20
60
*siSIK3
E
Cell
viab
ility
[%]
(nor
mal
ized
to co
ntro
l)
F
T cell Tumor
PD-1 PDL-1
TCR MHC
TRAIL/FasL
TNF
SIK3
Apoptosis
Intrinsic resistance
Extrinsic resistance
TRAILR/Fas
TNFR1
Schematic representation of extrinsic and intrinsic resistance to TC attack
Blockade of TNF rescues tumor cells from killing
AS1 knockdown mediated tumor lysis is TNF dependent
B Blockade of TNF rescues SIK3-deficient tumor cells from apoptosis
SIK3-induced immune resistance is TNF-dependent
C D E
SIK3 promotes NFkB transcription of pro-survival genes by inhibiting HDAC4
→→ SIK3 enhanced NFkB-mediated gene expression in tumor cells upon TNF treatment
→→ Furthermore, SIK3 regulates NFkB activity at an epigenomic level→→ Abrogation of HDAC4 is involved in SIK3-mediated immune
suppression
FIGURE 2
A Scheme representing tumor extrinsic (direct T cell inhibition) versus intrinsic (inherent resistance to soluble effector molecules) immune resistance pathways. B PANC1-luc cells were transfected with indicated siRNAs and subjected to the supernatant of polyclonally-activated TILs. Neutralization of the effector molecules in the supernatant was done using anti-TNF, anti-TRAIL or anti-FasL (Ab) antibodies or matched isotype controls (Iso). C Dose-response effect of TNF treatment on the viability of SIK3 knocked down PANC1-luc cells compared to control cells in the luc-based cytotoxicity assay. D Supernatant from polyclonally stimulated T cells was incubated with 100 (+), 300 (++) or 900 (+++) ng/mL of anti-TNF neutralizing antibody before addition to SIK3 knocked down (siSIK3) PANC1 luc cells. Isotype control (Ctrl Ab) was used at concentration of 900 ng/mL. Data was normalized to siCtrl. E Effect of TNFR1 blockade on SIK3 knocked down PANC1 cells after TNF treatment.
−2 0 2Z score
+ +– –
siSIK3siCtrl+ +– – TNF
EnrichrTRANSFAC/JASPAR PWMs adj. P
GO Term: Biological Process adj. P
RELA (human) 4.9 x 10-6
NFKB1 (human) 0,00013
regulation of cell activation 5.0 x 10-7
reg. of immune e�ector process 1.2 x 10-6
reg. of leukocyte proliferation 1.3 x 10-6
reg. of cytokine production 1.4 x 10-6
reg. of lymphocyte di�erentiation 1.4 x 10-6
205 Genes
siSIK3
siSIK3siCtrl
siCtrl
30 min15 minUnstimulated
+ TNF
**
Activ
e nu
clea
r NFκ
BFo
ld ch
ange
4
3
2
1
0 siCtrl siSIK3
* *179%
Tum
or ce
ll su
rviv
al
0
1x106
2x106
3x106
4x106
TNFsiCtrl
siHDAC4siSIK3
++--
+-+-
+--+
+-++
A Knockdown of AS1 reduces NFkB-dependent gene expression upon TNF treatment
B Knockdown of AS1 alters chromatin accessibility in NFkB-dependent genes
C TNF induced NFkB activity depends on AS1 D Knockdown of HDAC4 rescues AS1-deficiant cells
0
5
10
15
20
25
0
5
10
15
20
25
−1000 −500 0 500 1000
NFkB
0
5
10
15
0
5
10
15
−1000 −500 0 500 1000
IRF
Distance from motif center (base pairs)
Norm
aliz
ed A
TAC-
seq
read
coun
ts TNF4 h
24 h
siCtrl (1)siCtrl (2)
siSIK3 (1)siSIK3 (2)
TRAF1
Genomic region
A Knockdown of SIK3 reduces NFkB-dependent gene expression upon TNF treatment
−2 0 2Z score
+ +– –
siSIK3siCtrl+ +– – TNF
EnrichrTRANSFAC/JASPAR PWMs adj. P
GO Term: Biological Process adj. P
RELA (human) 4.9 x 10-6
NFKB1 (human) 0,00013
regulation of cell activation 5.0 x 10-7
reg. of immune e�ector process 1.2 x 10-6
reg. of leukocyte proliferation 1.3 x 10-6
reg. of cytokine production 1.4 x 10-6
reg. of lymphocyte di�erentiation 1.4 x 10-6
205 Genes
siSIK3
siSIK3siCtrl
siCtrl
30 min15 minUnstimulated
+ TNF
**
Activ
e nu
clea
r NFκ
BFo
ld ch
ange
4
3
2
1
0 siCtrl siSIK3
* *179%
Tum
or ce
ll su
rviv
al
0
1x106
2x106
3x106
4x106
TNFsiCtrl
siHDAC4siSIK3
++--
+-+-
+--+
+-++
A Knockdown of AS1 reduces NFkB-dependent gene expression upon TNF treatment
B Knockdown of AS1 alters chromatin accessibility in NFkB-dependent genes
C TNF induced NFkB activity depends on AS1 D Knockdown of HDAC4 rescues AS1-deficiant cells
0
5
10
15
20
25
0
5
10
15
20
25
−1000 −500 0 500 1000
NFkB
0
5
10
15
0
5
10
15
−1000 −500 0 500 1000
IRF
Distance from motif center (base pairs)
Norm
aliz
ed A
TAC-
seq
read
coun
ts TNF4 h
24 h
siCtrl (1)siCtrl (2)
siSIK3 (1)siSIK3 (2)
TRAF1
Genomic region
B Knockdown of SIK3 decreases chromatin accesibility in NFkB-dependent genes
FIGURE 5
A Treatment schedule of an in vivo efficacy study for SIK3 inhibitor OMX-0370. B MC38 cells (5x105; s.c.) were implanted in C57BL/6 mice and treated according to A. Statistical significance was calculated using a two-way ANOVA analysis including Tukeys multiple comparison analysis. C Intra tumoral immune infiltrate was analyzed after the last treatment using flow cytometry. All cell populations were calculated as the percentage of intratumoral CD45+ cells. Statistical significance was calculated with one-way ANOVA analysis including Tukeys multiple comparison analysis.D Using differential gene expression shown in Fig 3A, a gene signature (SIK3/TNF index) was generated on the pancreatic adenocarcinoma dataset from TCGA (n=185). This index was correlated to either CD8A expression (left panel) or the geometric mean of PRF1 and GZMA (marker for T cell activity; middle panel). Patients were separated into index high or low (based on a quantile-quantile plot; indicated by colors). Patient survival was separated using the SIK3/TNF index (right panel).
PANC1 : TIL#1
siCtrl s1 s2 s3
siPD-L1
0
25
50
75
100
rem
aini
ng tu
mor
cell
viab
ility
[%]
********
****
****
siSIk3
M579 : TIL209
MelanomaM579 : TIL209
Tum
or ce
ll dea
th (µ
m2 /w
ell)
Time (h)
Colorectal cancerSW480 : TIL#1
Tum
or ce
ll dea
th (µ
m2 /w
ell)
Time (h)
Breast cancerMCF7 : survivin-TCs
siCtrl
siCtrl
siSIK3
siSIk3
TCs
+
-
Tum
or ce
ll dea
th (µ
m2 /w
ell)
0 15 300
5x105
1x106
0 20 400
5x106
1x107
Time (h)0 10 20 30 40 50 60 70
0
1x106
2x106
3x106
4x106
5x106
shCtrl
shCtrl
shSIK3
shSIK3
TCs
+
-
siCtrl
siCtrl
siSIK3
siSIK3
TCs
+
-
0
25
50
75
100
*
EV OE
rem
aini
ng tu
mor
cell
viab
ility
[%]
A iOtarg screening overview
siRNA validation
AS1 Target validation in solid cancers
E Overexpression of AS1 rescues tumor cells from TC-lysis
Pancreatic cancer screening results
−4
−2
0
2
4
6
0 500 1000 1500 2000 2500 3000Gene rank
TC-m
edia
ted
lysi
s (LO
ESS
scor
e)
siSIK3
siCEACAM6siPD-L1
siCtrl
Potential immunemodulators
D
B C
Ag-specific MIL cell culture
Tumor cell culture
Luciferase
Transfection
Co-culture
Lysis
Residual luciferase
Luci
fera
se U
nits
Luci
fera
se U
nits
Control si
RNA
Immune-checkpoint
siRNA
Control si
RNA
Immune-checkpoint
siRNA
Read-out
Cytotoxicity setup Viability setup
Screening
D SIK3 overexpression rescues tumor cells from TIL-lysis
SIK3 inhibition reduces NFkB activity and HDAC4 phosphorylation
B
C
FIGURE 4
AA panel of 94 human tumor cell lines were treated with 2 ng/ml TNF and titration (1 µM- 1 nM) of HG-9-91-01 or DMSO control for 120 h. Growth was measured as optical density using the SRB method. Dose-response curves were fitted to the data (non-linear regression) and the highest single agent (HSA) model was used to calculate synergy effects. Synergy and resistance to the combination of TNF and HG-9-91-01 are shown in the waterfall plot.B NFkB-luc reporter MC38 clones were treated with different concentrations of HG-9-91-01 or SIK3-inactive control compound before addition of 10 ng/ml murine TNF. NF-kB activity was determined using luminescence.C Phosphorylated HDAC4 levels of PANC1 cells treated with different concentrations of HG-9-91-01 orSIK3-inactive control compound were analyzed in Meso Scale Discovery (MSD)-based assay with anti-HDAC4 capture and anti-pHDAC4 detection antibodies. Data is shown as percent (%) of phosphorylation remaining normalized to DMSO control.
0.1 1 10 100 1000 100000
50
100
Concentration [nM]
Viab
ility
[%]
Murine MC38
HG-9-91-01HG-9-91-01
TNF-+
500 nM1420 nM
1 10 100 1000 100000
50
100
Concentration [nM]
Viab
ility
[%]
Human PANC1A B
AS1 inhibition sensitizes a wide array of cell liens to TNF-induced apoptosis
D E
−0.4
-0.2
0
0.2
0.4
HSA
syne
rgy
scor
e
Cancer cell line originbladderbonebrainbreastcolonconnective tissueendometrialhematologicalkidneyliverlungmuscleovarypancreasplacentaprostateskinuterus
HG-9-91-01 + 2 ng/ml TNF on 94 cell lines
sensitive cell lines
resitant cell lines
TNF+HG-91-01
SIK3-inactive
100
50
100
Concentration [nM]
NFkB
act
ivity
[%]
100 1000 10000+-TNF
C
AS1 inhibition reduces HDAC4 phosphorylation andNFkB activity
MC38 PANC1
HG-9-91-01SIK3-inactive
1111 nM 110 nM0.0
0.5
1.0
HDAC
4 ph
osph
oryl
atio
n [%
]no
rmai
leze
d to
DM
SO
*****
0.1 1 10 100 1000 100000
50
100
Concentration [nM]
Viab
ility
[%]
Murine MC38
HG-9-91-01HG-9-91-01
TNF-+
500 nM1420 nM
1 10 100 1000 100000
50
100
Concentration [nM]
Viab
ility
[%]
Human PANC1A B
AS1 inhibition sensitizes a wide array of cell liens to TNF-induced apoptosis
D E
−0.4
-0.2
0
0.2
0.4
HSA
syne
rgy
scor
e
Cancer cell line originbladderbonebrainbreastcolonconnective tissueendometrialhematologicalkidneyliverlungmuscleovarypancreasplacentaprostateskinuterus
HG-9-91-01 + 2 ng/ml TNF on 94 cell lines
sensitive cell lines
resitant cell lines
TNF+HG-91-01
SIK3-inactive
100
50
100
Concentration [nM]
NFkB
act
ivity
[%]
100 1000 10000+-TNF
C
AS1 inhibition reduces HDAC4 phosphorylation andNFkB activity
MC38 PANC1
HG-9-91-01SIK3-inactive
1111 nM 110 nM0.0
0.5
1.0
HDAC
4 ph
osph
oryl
atio
n [%
]no
rmai
leze
d to
DM
SO
*****
0.1 1 10 100 1000 100000
50
100
Concentration [nM]
Viab
ility
[%]
Murine MC38
HG-9-91-01HG-9-91-01
TNF-+
500 nM1420 nM
1 10 100 1000 100000
50
100
Concentration [nM]
Viab
ility
[%]
Human PANC1A B
AS1 inhibition sensitizes a wide array of cell liens to TNF-induced apoptosis
D E
−0.4
-0.2
0
0.2
0.4
HSA
syne
rgy
scor
e
Cancer cell line originbladderbonebrainbreastcolonconnective tissueendometrialhematologicalkidneyliverlungmuscleovarypancreasplacentaprostateskinuterus
HG-9-91-01 + 2 ng/ml TNF on 94 cell lines
sensitive cell lines
resitant cell lines
TNF+HG-91-01
SIK3-inactive
100
50
100
Concentration [nM]
NFkB
act
ivity
[%]
100 1000 10000+-TNF
C
AS1 inhibition reduces HDAC4 phosphorylation andNFkB activity
MC38 PANC1
HG-9-91-01SIK3-inactive
1111 nM 110 nM0.0
0.5
1.0
HDAC
4 ph
osph
oryl
atio
n [%
]no
rmai
leze
d to
DM
SO
*****
0.1 1 10 100 1000 100000
50
100
Concentration [nM]
Viab
ility
[%]
Murine MC38
HG-9-91-01HG-9-91-01
TNF-+
500 nM1420 nM
1 10 100 1000 100000
50
100
Concentration [nM]
Viab
ility
[%]
Human PANC1A B
AS1 inhibition sensitizes a wide array of cell liens to TNF-induced apoptosis
D E
−0.4
-0.2
0
0.2
0.4
HSA
syne
rgy
scor
e
Cancer cell line originbladderbonebrainbreastcolonconnective tissueendometrialhematologicalkidneyliverlungmuscleovarypancreasplacentaprostateskinuterus
HG-9-91-01 + 2 ng/ml TNF on 94 cell lines
sensitive cell lines
resitant cell lines
TNF+HG-91-01
SIK3-inactive
100
50
100
Concentration [nM]
NFkB
act
ivity
[%]
100 1000 10000+-TNF
C
AS1 inhibition reduces HDAC4 phosphorylation andNFkB activity
MC38 PANC1
HG-9-91-01SIK3-inactive
1111 nM 110 nM0.0
0.5
1.0
HDAC
4 ph
osph
oryl
atio
n [%
]no
rmai
leze
d to
DM
SO
*****
−2 0 2Z score
+ +– –
siSIK3siCtrl+ +– – TNF
EnrichrTRANSFAC/JASPAR PWMs adj. P
GO Term: Biological Process adj. P
RELA (human) 4.9 x 10-6
NFKB1 (human) 0,00013
regulation of cell activation 5.0 x 10-7
reg. of immune e�ector process 1.2 x 10-6
reg. of leukocyte proliferation 1.3 x 10-6
reg. of cytokine production 1.4 x 10-6
reg. of lymphocyte di�erentiation 1.4 x 10-6
205 Genes
siSIK3
siSIK3siCtrl
siCtrl
30 min15 minUnstimulated
+ TNF
**
Activ
e nu
clea
r NFκ
BFo
ld ch
ange
4
3
2
1
0 siCtrl siSIK3
* *179%
Tum
or ce
ll su
rviv
al
0
1x106
2x106
3x106
4x106
TNFsiCtrl
siHDAC4siSIK3
++--
+-+-
+--+
+-++
A Knockdown of AS1 reduces NFkB-dependent gene expression upon TNF treatment
B Knockdown of AS1 alters chromatin accessibility in NFkB-dependent genes
C TNF induced NFkB activity depends on AS1 D Knockdown of HDAC4 rescues AS1-deficiant cells
0
5
10
15
20
25
0
5
10
15
20
25
−1000 −500 0 500 1000
NFkB
0
5
10
15
0
5
10
15
−1000 −500 0 500 1000
IRF
Distance from motif center (base pairs)
Norm
aliz
ed A
TAC-
seq
read
coun
ts TNF4 h
24 h
siCtrl (1)siCtrl (2)
siSIK3 (1)siSIK3 (2)
TRAF1
Genomic region
−2 0 2Z score
+ +– –
siSIK3siCtrl+ +– – TNF
EnrichrTRANSFAC/JASPAR PWMs adj. P
GO Term: Biological Process adj. P
RELA (human) 4.9 x 10-6
NFKB1 (human) 0,00013
regulation of cell activation 5.0 x 10-7
reg. of immune e�ector process 1.2 x 10-6
reg. of leukocyte proliferation 1.3 x 10-6
reg. of cytokine production 1.4 x 10-6
reg. of lymphocyte di�erentiation 1.4 x 10-6
205 Genes
siSIK3
siSIK3siCtrl
siCtrl
30 min15 minUnstimulated
+ TNF
**
Activ
e nu
clea
r NFκ
BFo
ld ch
ange
4
3
2
1
0 siCtrl siSIK3
* *179%
Tum
or ce
ll su
rviv
al
0
1x106
2x106
3x106
4x106
TNFsiCtrl
siHDAC4siSIK3
++--
+-+-
+--+
+-++
A Knockdown of AS1 reduces NFkB-dependent gene expression upon TNF treatment
B Knockdown of AS1 alters chromatin accessibility in NFkB-dependent genes
C TNF induced NFkB activity depends on AS1 D Knockdown of HDAC4 rescues AS1-deficiant cells
0
5
10
15
20
25
0
5
10
15
20
25
−1000 −500 0 500 1000
NFkB
0
5
10
15
0
5
10
15
−1000 −500 0 500 1000
IRF
Distance from motif center (base pairs)
Norm
aliz
ed A
TAC-
seq
read
coun
ts TNF4 h
24 h
siCtrl (1)siCtrl (2)
siSIK3 (1)siSIK3 (2)
TRAF1
Genomic region
D Knockdown of HDAC4 rescues SIK3-deficiant cells
C TNF-induced NFkB activity depends on SIK3