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Snyder-Robinson Syndrome and spermine synthase Using small molecules to rescue the effect Emil Alexov Clemson University

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Page 1: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

Snyder-Robinson Syndrome and spermine synthase

Using small molecules to rescue the effect

Emil Alexov Clemson University

Page 2: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

SPERMINE SYNTHASE

The goal of this work is to identify small molecule candidates, which upon binding to defective SMS proteins, can help restore the native function and mitigate the effects associated with Snyder-Robinson Syndrome

Page 3: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

The Spermine Synthase gene codes for the Spermine Synthase protein

§ Spermine Synthase is an enzyme that is an essential element in the polyamine biosynthesis pathway

§ mediates conversion of

spermidine to spermine

Spermine Synthase Function

Spermine •  cell growth and division, •  the production of new proteins, •  the repair of damaged tissues

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¡  Homo-dimer - Two nearly identical monomer chains

¡  Structural and biochemical studies

revealed that Spermine Synthase protein is an obligate dimer.

¡  If the dimer is not formed – the

activity is practically zero

Spermine Synthases Structure

Spermine Synthase protein (SMS)

Page 5: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

Spermine Synthase Structural Domains

Each monomer has 3 domains

1.  C-terminal domain, which contains the active site

2.  Linker domain made up of 4 beta-strands 3.  N-terminal domain dimerization occurs

mainly through interactions between the N-terminal domains

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Spermine Synthases: Importance of the N-terminal Domain

1.  Dimerization occurs mainly through the N-terminal

After dimerization: 16% of the total surface area for each subunit is buried, of which 71% was from the N-terminal domain. 2.  N-terminal mutations affect function

Experimentally shown: Deletion of the N-terminal domain led to a complete loss of activity, suggesting that dimerization is likely required for activity (Wu et al. 2008)

Mutations within N-terminal predicted to affect Dimerization

N-terminal mutations -> LOSS OF DIMERIZATION -> Loss of SMS activity

*

Page 7: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

SNYDER-ROBINSON SYNDROME

SRS is a rare genetic disease affecting a small population of a few families, but its impacts on the patients and their family’s quality of life is significant. Physical and mental deformities prevent patients from functioning normally in society

Page 8: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

l Mutation investigated: Disease causing mutation: M35R, G56S, F58L ,P112L Polymorphic mutations:T21S, M35K and S38L All in N-domain l Amis: Mutations’ effect on structure, binding and folding. l Methods:

Webserver: NeEMO, PoPMuSiC, DUET, CUPSAT Software: SAAMBE, Foldx

Planned Investigations

Page 9: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

ddG>0 Stabilize ddG<0 Destabilize

-3

-2

-1

0

1

2

3

4

5

6

M35R G56S F58L P112L T21S M35K S38L

Change of folding free energy

Page 10: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

-10

-8

-6

-4

-2

0

2

4

6

M35R G56S F58L P112L T21S M35K S38L

Change of binding free energy

AB Chain

CD chain

ddG>0 Stabilize ddG<0 Destabilize

Page 11: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

SEQUENCE ALIGNMENT

¡  T21 ¡  HUMAN AERGCPRDLFLFLQAADG----- ETILK-GLQSIFQEQG ¡  DANRE MAVLHYTLDFKLRAPADV------ SATVR-GLQSIFQEQE ¡  ICTPU MAVRHYTLDFKLSAPADH------ SATVR-GLQSIFQEQE ¡  OPHHA MAAARHSTLDFMLSATADC--- NAIFK-GLQSIFQKEG ¡  MOUSE MAAARHSTLDFKLGAKADG--- EAILK-GLQSIFQEQG ¡  BOVIN MAAARHSTLDFMLGAKADG--- ETILK-GLQSIFQEQG ¡  RAT MAAARHSTLDFTLGAKADG--- EAILK-GLQSIFQEQG ¡  CALJA MAAARHSTLDFMLGAKADG-- ETILK-GLQSIFQEQG ¡  PANTR MAAARHSTLDFMLGAKADG--- ETILK-GLQSIFQEQG ¡  MACMU MAAARHSTLDFMLGAKADG--- ETILK-GLQSIFQEQG ¡  MACMU MAAARHSTLDFMLGAKADG--- ETILK-GLQSIFQEQG

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SEQUENCE ALIGNMENT

¡  M35 S38 G56 F58 ¡  HUMAN MAESVHTWQDHGYLATYTNKNGSFANLRIYPHGLVLLDLQSYDGDAQGKEEIDSILNKVE ¡  DANRE MTENVHDSEGHGYLATFIGKNSRFAILRMHSHGLVTFDLQCLEGDD— AAQVDNLLNALE ¡  ICTPU MTETVHDTEGHGYLATFIGKNGRFAILRLHSHGLVTFDLQCCEGDD— SAQVDNLLNALE ¡  OPHHA MTETIHNLENHGYLATYVNKNGCFANLRIYPHGLVLVDVQSCN-DLNEREETEQLLNKVE ¡  MOUSE MTESVHTWQDHGYLATYTNKNGSFANLRIYPHGLVLLDLQSYDSDVQGKQETDSLLNKIE ¡  BOVIN MTESVHTWQDHGYLATYINKNGSFANLRIYPHGLVLLDLQSYDGDAQGKE-VDSLLNKVE ¡  RAT MAESVHTWQDHGYLATYTNKNGSFANLRIYPHGLVLLDLQSYDSDVQGKQETDCLLNKIE ¡  CALJA MAESVHTWQDHGYLATYTNKNGSFANLRIYPHGLVLLDLQSYDGDAQGKEEIDSILNKVE ¡  PANTR MAESVHTWQDHGYLATYTNKNGSFANLRIYPHGLVLLDLQSYDGDAQGKEEIDSILNKVE ¡  MACMU MAESVHTWQDHGYLATYTNKNGSFANLRIYPHGLVLLDLQSYDGDAQGKEEIDSILNKVE

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SEQUENCE ALIGNMENT

¡  P112L ¡  HUMAN LSQDSTGRVKRLPPIVRGGAIDRYWPTADGRLVEYDIDEVVYDEDSPYQNIKILH ¡  DANRE LLDGNIQRIKRLPALIRGSDVDRYWPTADGRLMEYDIDEVVYEKDSAYQNIKILH ¡  ICTPU LLHGTIQTVKRLPALQRGGEVDRYWPTADGRLIEYDIDEVVFDKDSAYQNIKILH ¡  OPHHA LFHKSIKRIKRLPVIMRGDAIDRYWPTADGRLVEYDIDEVVYDEESVYQNIKILH ¡  MOUSE LSQDSTGRVKRLPPIVRGGAIDRYWPTADGRLVEYDIDEVVYDEDSPYQNIKILH ¡  BOVIN LSQDSTERVKRLPPIVRGGAIDRYWPTADGRLVEYDIDKVVYDEDSPYQNIKILH ¡  RAT LSQDSTGRVKRLPPIVRGGAIDRYWPTADGRLVEYDIDEVVYDEDSPYQNIKILH ¡  HORSE - - - - STGRVKRLPPIVRGGAIDRYWPTADGRLVEYDIDEVVYDEDSPYQNIKILH ¡  CALJA LSQDSTGRVKRLPPIVRGGAIDRYWPTADGRLVEYDIDEVVYDEDSPYQNIKILH ¡  PANTR LSQDSTGRVKRLPPIVRGGAIDRYWPTADGRLVEYDIDEVVYDEDSPYQNIKILH ¡  MACMU LSQDSTGRVKRLPPIVRGGAIDRYWPTADGRLVEYDIDEVVYDEDSPYQNIKILH

Page 14: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

STRUCTURE

M35R: Buried Residue, not in the binding interface

(a) M35 (b) R35

Page 15: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

¡  G56S: In the binding interface

(a) G56 (b) S56

STRUCTURE

Page 16: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

¡  F58L: In the binding interface

(a) F58 (b) L58

STRUCTURE

Page 17: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

¡  P112L: In the binding interface

(a) P112 (b) L112

STRUCTURE

Page 18: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

(a) T21 (b) S21

¡  T21S: Total exposed in the water

STRUCTURE

Page 19: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

¡  S38L: exposed in the water

(a) S38 (b) L38

STRUCTURE

Page 20: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

CONCLUSION

¡ M35R and M35K affect protein’s stability. ¡  G56S, F58L and P112L affect dimerization. ¡  T21S and S38L are not disease-causing mutations.

Page 21: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

Rescuing Binding Affinity effects with

Small Molecule Binding

Page 22: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

¡  Autodock Vina predict the bound conformations of receptors and small molecules starting with their unbound structures

¡  Side chain bond angles can be treated as rigid or flexible §  Rigid-structure SMS receptor & flexible-structure small molecules

¡  Autodock Tools Software used to prepare proteins for docking and determine the search space

Autodock Vina

Page 23: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

Prepare structure files for docking

Small Molecule Binding Protocol

Autodock Vina completes docking prediction

Visually inspect candidates for desirable binding modes

Define Search Space to target regions that may restore native biophysical property

Filter results based on affinity score to Narrow possibilities to few best candidates

Extend search space to whole protein and eliminate modes outside target region

Removing water molecules

High binding affinity scores are not absolute, for ranking

Biophysical effects of mutations Small molecule database

Each molecule can have 20 binding modes

(1) (2)

(3)

(4)

(5)

(6) Protocol can be used to restore decreased stability of P112L and G67E

Page 24: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

Prepare structure

Small Molecule Binding for Dimerization Protocol

Define Search Space

(1) (2)

Page 25: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

Small Molecule Binding for Dimerization Protocol

Autodock Vina

FDA-approved drugs

1.  “Safe” 2.  Cost Effective 3.  Availability

(3)

Page 26: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

Small Molecule Binding for Dimerization Protocol

Filter results

(4)

Filtering results by binding affinity score:

Threshold Score

Number of Candidates

Number of Modes

<-7.0 Hundreds Thousands

<-7.5 200 1000

<-8.0 59 270

Page 27: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

Desirable Modes Undesirable Modes

Small Molecule Binding for Dimerization Protocol

Visual Inspection of Binding Modes (5)

Page 28: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

Visual Inspection Results

59 à 19 Candidates with Desirable Modes

Page 29: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

Small Molecule Binding for Dimerization Protocol

Extend search space & Inspect again (6)

19 à 9 Final Candidates for experimental testing

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1.  l igand_2105 2.  l igand_291 3.  l igand_1994

4.  l igand_1236 5.  l igand_1863 6.  l igand_500

7.  l igand_1977 8.  l igand_2317 9.  l igand_1979

SMALL MOLECULE BINDING RESULTS

Page 31: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

Small Molecule Binding Results 2105 – Top Candidate

7

13

Page 32: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

Small Molecule Binding Results

291

1994

Page 33: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

Conclusion 1

2 3

3182

59

9

1

19

Page 34: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

¡  Established protocol for binding small molecules to defective proteins

¡  P112L §  Mutation slightly reduces stability of SMS

§  Small molecules could be used to address effect §  Mutation slightly increases the binding affinity

¡  G67E

§  Mutation reduces stability of SMS §  Small molecules could be used to address effect

§  Mutation increased the binding affinity

¡  G56S §  Both stability and dimerization are reduced (Confirm experimental) §  Identify 9 possible prescription medications that may restore dimerization

§  Will be moving forward with experimental testing

Major Findings

Page 35: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

Bromosulfophthalein sodium ¡  An organic sodium salt that is the disodium salt of

bromosulfophthalein §  Used as a dye in liver function tests

2105 – Top Candidate

13

Page 36: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

Carminomycin; O-Demethyldaunomycin; Carubicin § Carubicin: A very toxic anthracycline-type antineoplastic, introduced 1991

§  Anthracyclines are a class of drugs used in cancer chemotherapy

§  leukemias, lymphomas, breast, uterine, ovarian, bladder cancer, and lung cancers

291 – Second Best Candidate

Page 37: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

P112L SPERMINE SYNTHASE MUTANT

Page 38: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

UREA UNFOLDING OF P112L

Page 39: Snyder-Robinson Syndrome and spermine synthase Emil Alexovsnyder-robinson.org/wp-content/uploads/2015/07/SRS... · 2015-07-28 · Snyder-Robinson Syndrome and spermine synthase Using

P112L SUMMARY OF EXP DATA

 

Property hSMS WT hSMS P112L

Secondary Structure from CD 17% α-helix 7% α-helix

31% β-strand 32% β-strand

Secondary Structure in 2QFM 17% α-helix N/D

26% β-strand

Cm (M) 3.6 ± 0.2 2.5 ± 0.1

m (kcal mol-1 M-1) 0.67 ± 0.03 0.71 ± 0.02

𝜟𝑮𝒂𝒑𝒑𝑯𝟐𝑶 (kcal mol-1) 2.39 ± 0.12 1.82 ± 0.09

𝜟𝜟𝑮𝒂𝒑𝒑,𝟏𝑯𝟐𝑶 (kcal mol-1) N/A 0.57

𝜟𝜟𝑮𝒂𝒑𝒑,𝟐𝑯𝟐𝑶 (kcal mol-1) N/A 0.76