kai li's skills
TRANSCRIPT
Skills and Experience
Kai Li PhD
1
Assay development and optimization
2
NMR assay
quench, centrifugation,
aliquot pH 9 buffer + DMSO
+ DNFB in EtOH
45 mins at 50 °C
quench, neutralize, spin,
analyze using RP-HPLC
15N-Asn + 14N-Asn
T. M. Larsen, et al, Biochemistry 1999, 38, 16146-16157
K. Li, et al, Biochemistry 2007, 46(16), 4840-4849
pH 8 buffer + 15NH4Cl + 14N-Gln
(+ substrate) + enzyme
10 mins at 37 °C
Ajust pH to 5.0 by adding 10M NaOH
1H-NMR
15N-Asn
3
Competition assay
4
Exchanging assay
K. Li, et al, Biochemistry 2007, 46(16), 4840-48495
PAPS
2OST
Y94A
Epimerase assay
6
In vitro FATylation – time course
7
Pull down assay
-- 220 kD
-- 97 kD
-- 66 kD
-- 45 kD
-- 30 kD
2 X HeLa 1 X HeLa 8
Cell based assays
9
BaF3 proliferation assay
Concentration (µg/mL)
0.0 0.5 1.0 1.5 2.0
[3H
] T
hym
idin
e I
nco
rpo
ratio
n (
%)
0
20
40
60
80
100
Heparin
Synthesized
10
FACS analysis of splicing factors
11
Cell cycle and cell imaging
12
Other assays used
13
quenchpH 8 buffer + substrates
+ enzyme
10 mins at 37 °C
pH 9 buffer + GLDH
30 mins at RT
Abs340 at t=0 and t=30 mins
Standard curve
Glu
NAD+ � NADH
Boehlein, S., et al, J. Biol. Chem., 1994, 269(10), 7450-7
Glutaminase assayGLDH coupled enzyme assay for glutaminase activity
14
NADH � NAD+
Pyrophosphate assayCoupled enzyme assay for synthetase activity
pH 8 buffer + substrates +
PPi reagent (Sigma) + enzyme
at 37 °C
monitor Abs340 for 10 mins
PPiAsn
Boehlein, S., et al, J. Biol. Chem., 1994, 269(43), 26789-9515
HPLC assayDNFB derivation
pH 8 buffer + substrate
+ enzyme
10 mins at 37 °C
quench, centrifugation,
aliquot pH 9 buffer + DMSO
+ DNFB in EtOH
45 mins at 50 °C
quench, neutralize, spin,
analyze using RP-HPLC
Asn, Gln, Asp, or Glu
T. M. Larsen, et al, Biochemistry 1999, 38, 16146-1615716
Ubiquitination assay
UbcH10
Degradation mix
[35S] -securin
Cell extract + + + + + + + + + + + +
+ + + + + + + + + + + +
+ + + + + + + + + + + +
- + + + + + - - - + + +
Time (min) 0 30 60 0 30 60 0 30 60 0 30 60
Second First
Room temperature
17
Enzyme kinetics and simulation
18
Enzyme kinetics - 1
0
10
20
30
40
50
60
70
80
0 0.5 1 1.5 2
1/v
1/[Gln] (mM-1)
0
5
10
15
20
0 0.2 0.4 0.6 0.8 1
appar
ent
KM
(mM
)L-asparagine (mM)
19
E + Gln
+
Asn
EAsn
E + GluEGlnk
1
k2
kcat
k3
k4
[Gln]
[Gln]max
+=
'
mK
vv )
]Asn[1(
I
m
'
m
KKK +=
mM 11.03
4 ==k
kK
I
Kinetic model - 1
20
Enzyme kinetics and simulation - 2
0
5
10
15
20
25
30
0 0.1 0.2 0.3 0.4 0.5
L-asparagine (mM)
app
aren
t K
M(m
M)EE + Gln
+
Asn
EEAsn
AsnEEAsn
+
Asn
+Asn
AsnEEGln
EE + GluEEGlnk
1
k2
kcat
AsnEAsnEAsn
+Asn
KIs2
KIs3
KIiK
Is1
M
Ii
IsIsIsIsIsIs
MK
K
I
KKK
I
KK
I
K
I
K ×
+
+++
=][
1
][][][1
' 321
3
21
2
1
mM 33.0mM 09.0
mM 06.0
mM 7.0
mM) 116.0(
mM) 33.0(
mM) 117.0(
21
K. Li, et al, Biochemistry 2007, 46(16), 4840-4849
7.8 x 10-3 [14NH3] s-1E + 14Gln TE
E + Glu
E + 15Gln
7.8 x 10-3 [15NH3] s-1
1.06 x 10-4 [H2O] s-15100 M-1s-1
Enzyme kinetics – 3
22
K. Li, et al, Biochemistry 2007, 46(16), 4840-4849
Simulation – 3
23
E.ATP.Aspk-1
k1[Gln]E.ATP.Asp.Gln
k2E + Glu + 14Asn
k13
E.ATP.Asp + Glu
k-3
k3[15NH3]E.ATP.Asp.15NH3
k4E + 15Asn
k12[15Asn] k-12
E.ATP.Asp.15NH3.15Asn
k8[15Asn] k-8
E.ATP.Asp.15Asnk-9
k9[15NH3]E.15Asn + 15Asn
k10
k11[14Asn] k-11 k5[14Asn] k-5
E.ATP.Asp.15NH3.14Asn E.ATP.Asp.14Asnk-6
k6[15NH3]E.15Asn + 14Asn
k7
K. Li, et al, Biochemistry 2007, 46(16), 4840-4849
Kinetic model – 4
24
Simulation – 4
25
Simulation at physiological conditions
0.1
0.6
1.1
1.6
0
0.2
0.4
0.6
0.81
1.2
1.4
1.6
1.82
00.250.50.7511.251.51.7522.252.52.7533.253.53.754
ve
locit
y (
s-1
)
[Gln] m
M
[Asn] mM
0.1
0.4
0.7
1
1.3
1.6
1.9
0
0.2
0.4
0.6
0.81
1.2
1.4
1.6
1.82
00.250.50.7511.251.51.7522.252.52.7533.253.53.754
ve
locit
y (
s-1)
[Gln
] mM
[Asn] mM
26
Instrumental analysis
27
RPIP-HPLC analysis of carbohydrate
Time (min)
0 10 20 30 40 50 60 70 80 90 100 110 120
Radio
activity (cpm
)
0
500
1000
1500
2000
2500
3000
3500
28
SEC/HPLC
29
K. Li, et al, Biochemistry 2007, 46(16), 4840-4849
gHMQC 1H-NMR
30
LC-MS analysis of disaccharide
31
Protein expression, purification and characterization
32
Plasmid Construction
33
In vitro translation using reticulocyte cell lysate
34
In vitro translation using wheat germ extract
35
Prediction of secondary structure
36
SEC analysis of quaternary structure changes
upon inhibitor binding
0 - 5 mM Asn
ASB
0 and 5 mM Asn
hASNS
37
SEC analysis of quaternary structure changes
with increasing concentrations
38
Enzymatic activity of truncated mutants
Cut 1
Cut 4
Cut 2
Cut 3
Cut 5
Cut 6
TM
Conserved region 1
Conserved region 2
39
Probing the key residue of epimerase
Kai Li et al, JBC40
Bioinformatics and protein engineering
41
Multivariate analysis
42
Cluster analysis
43
Network analysis
44
Computer aided protein engineering - 1
T. M. Larsen, et al, Biochemistry 1999, 38, 16146-16157
Berman, H.M., et al., Nucleic Acids Research, 2000. 28(1): p. 235-24245
Computer aided protein engineering - 2
46
Computer aided protein engineering - 3
47