SlideShare a Scribd company logo
1Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge MA, 2Koch Institute
for Integrative Cancer Research, Cambridge MA, 3Department Of Pharmaceutical Sciences, College of
Pharmacy, Oregon State Univ. Portland OR
Niemann-Pick C1 impact on mRNA-containing lipid nanoparticle endocytosis
Anastasia N. Neuman1,2, James C. Kaczmarek1,2, Gaurav Sahay3
Daniel G. Anderson1,2
Lipid Nucleic Acid Delivery
Numerous diseases, including cancer, heart disease, diabetes, and the
common cold, are brought on by aberrant protein expression. Delivery of
nucleic acids to control such aberrant protein expression represents a
promising therapeutic strategy to treat disease at its source, but nucleic
acids typically require the use of delivery vehicles to be useful in a
therapeutic context. Lipid nanoparticles (LNPs), in particular, have been
shown to effectively deliver nucleic acids such as siRNA and mRNA both
in vivo and in vitro1. Highly potent materials have been developed
through the use of high throughput screening techniques; however the
cellular processes that determine their effectiveness remain unclear2.
mRNA Delivery with LNPs
REFERENCES
Approach
This work was supported by Shire
Pharmaceuticals, the MIT
Koch Institute for Integrative Cancer
Research, and the C. Michael Mohr
Scholarship for Undergraduate
Research.
siRNA Delivery with LNPs3
mRNA Modification Impact on Efficacy
Conclusions
Potential for Future Studies
ACKNOWLEDGMENTS
Fig. 1: Nucleic acids encapsulated by a stable lipid
nanoparticle (LNP) formulated with a cationic lipid,
phospholipid, PEG, and cholesterol1.
NPC1 Facilitated Endocytic Recycling
When delivered with an LNP optimized for mRNA delivery, a lower efficacy
was observed in NPC1-deficient cells than normal cells. Upon delivery with the
original LNP used in the study involving siRNA, the original pattern was
observed, with higher efficacy in NPC1-deficient cells than normal cells. This
pattern suggests that the formulation changes impact the subcellular trafficking
of the LNPs, with the original particle likely endocytosed through
macropinocytosis and the optimized particle using an NPC1-dependent
pathway.
Formulation Modification Impact on Efficacy
Changing the PEG percentage from 2.5% to 1.5% results in the particles
being most effective in NPC1-/- cells, as observed with the original
formulation. PEG reduces LNP aggregation and prevents nonspecific
endocytosis by immune cells1. Reducing the PEG percentage may allow the
particle to use multiple endocytotic pathways, and reduce reliance on NPC1
for cell entry.
Changing the phospholipid from DOPE to DSPC also reversed the pattern.
DOPE has a primary amine headgroup and and a tail with one degree of
unsaturation while DSPC has a quaternary amine headgroup and fully
saturated tail2. Conical phospholipids like DOPE adopt a hexagonal phase
with lower stability while cylindrical phospholipids like DSPC adopt a more
stable lamellar phase2. The unstable hexagonal phase of DOPE may
promote endosomal escape. The more stable lamellar phase of DSPC
inhibits endosomal escape and would depend on NPC1 deficiency to allow
more LNPs to accumulate in the endosomes.
Unlike the luciferase
mRNA provided by Shire
Pharmaceuticals used in
the prior experiments,
unmodified luciferase
mRNA, luciferase mRNA
5-methylcytosine (5mc)
and luciferase mRNA
purchased from Tri-Link
with both and 5-
methylcytosine and
psuedouridine (5mc psu)
show higher efficacy in
NPC1- deficient cells than
normal cells in both the
original and the optimized
LNP. This could be due to
differences in mRNA
folding driven by these
modifications.
1. K. J. Kauffman, M. J. Webber, D. G.
Anderson, Journal of Controlled Release,
2016, 240, 227-234.
2. K. J. Kauffman, J. R. Dorkin, J. H. Yang, M.
W. Heartlein, F. DeRosa, F. F. Mir, O. S.
Fenton, D. G. Anderson, Nano Lett. 2015, 15,
7300–7306.
3. G. Sahay, W. Querbes, C. Alabi, A. Eltoukhy,
S. Sarkar, C. Zurenko, E. Karagiannis, K.
Love, D. Chen, R. Zoncu, Y. Buganim, A.
Schroeder, R. Langer, D. G. Anderson, Nature
Biotechnology, 2013, 31, 653-658.
4. E. Lloyd-Evans, A. J. Morgan, X. He, D. A.
Smith, E. Elliot-Smith, D. J. Sillence, G. C.
Churchill, E. H. Schuchman, A. Galione, F. M.
Platt, Nature Medicine, 2008, 14, 1247- 1255.
In conclusion, our work has demonstrated the following:
• The PEG percentage and phospholipid of mRNA-loaded LNPs may
impact the trafficking method.
• Modifications in mRNA may impact trafficking of mRNA-loaded
particles.
• Use imaging to observe how changes in LNP formulation and mRNA
modifications affect the trafficking of particles.
• Optimize an mRNA-loaded LNP for treatment of Neimann Pick Type I
Disease, the disease after which NPC1 is named.
We hypothesize that differences in subcellular trafficking may account for
some of the observed differences in efficacy between different nanoparticle
formulations and nucleic acid cargos. As such, the two main goals of this
project are as follows:
1) Observe the effect of LNP formulation differences on mRNA trafficking
and delivery
2) Observe the effect of mRNA modifications on trafficking and delivery
These experiments were conducted using luciferase mRNA. 24 hours
following in vitro transfection of wild-type and NPC1 knockout mouse
embryonic fibroblast (MEF) cells (100 ng mRNA/well), the cells were lysed
and luciferase expression was quantified using luminescence.
Fig. 2: LNP trafficking in i) NPC1+/+ cells and ii) NPC1-/- cells3.
One cellular process known to impact the effectiveness of siRNA-loaded
LNPs is endocytic recycling. siRNA-loaded LNPs often enter cells through
macropinocytosis and the majority are directed to late endosomes. The
siRNA must escape these endosomes for gene silencing to occur. In
normal cells, most particles are recycled through either transport to the
ER-Golgi route or direct fusion by the endosome to the plasma
membrane3. In NPC1-deficient cells the LNPs are not recycled and
accumulate in the late endosomes, allowing siRNA to continuously
escape3. Thus, NPC1-deficient cells show increased gene silencing of the
target gene3.
Original
formulation
Optimized
formulation
C12:200:mRNA
weight ratio
5:1 10:1
phospholipid DSPC DOPE
C12-200 molar
composition
50% 35%
phospholipid
molar
composition
10% 16%
cholesterol
molar
composition
38.5% 46.5%
C14 PEG 2000
molar
composition
1.5% 2.5%
Table 1: Original and Optimized LNP Formulations2
Previous work has shown that siRNA-loaded lipid nanoparticles are
recycled back out of a cell following endocytosis, rendering a large
proportion of the delivered dose ineffective3. This recycling is dependent
on the presence of Niemann-Pick type C1 (NPC1), a protein involved in
cellular cholesterol trafficking4. Without NPC1, the recycling pathways of
the late endosomes are largely inhibited. Here, we see that AF647
siRNA delivery and gene silencing in NPC1-deficient cells is increased
over that in wild-type cells3.
These siRNA experiments were done using a C12-200 based lipid
formulation, which is here referred to as the “original particle”.
Experimental design has resulted in a particle optimized for mRNA
delivery, here referred to as the “optimized particle” (Table 1). The
optimized particle was found to perform no better for delivery of siRNA2,
and the physical basis for the difference in efficacy is unknown.
cationic lipid
phospholipid
polyethylene glycol (PEG)
cholesterol
Fig. 3: Gene silencing in wild-type and NPC1
deficient cells3.
Uridine Pseudouridine
e
Cytidine 5-methylcytidine
Fig. 7: mRNA base modifications.
i) ii)
Fig. 4: luciferase mRNA delivery by LNPs in wild-type
and NPC1 deficient cells.
Fig. 5: Impact of formulation changes on luciferase
mRNA delivery in wild-type and NPC1-deficient cells.
The formulation of the
LNPs was modified by one
factor at a time from the
optimized formulation to
the original formulation.
The optimized and original
formulations can be found
in Table 12.
Fig. 6: mRNA modification impact on luciferase mRNA
delivery in wild-type and NPC1-deficient cells.

More Related Content

What's hot

Epigenetic role in plant
Epigenetic role in plant Epigenetic role in plant
Epigenetic role in plant
harshdeep josan
 
Sequencing based approaches for profiling dna methylation
Sequencing based approaches for profiling dna methylationSequencing based approaches for profiling dna methylation
Sequencing based approaches for profiling dna methylation
sciencelearning123
 
Direct Lineage Reprogramming: Novel Factors involved in Lineage Reprogramming
Direct Lineage Reprogramming: Novel Factors involved in Lineage ReprogrammingDirect Lineage Reprogramming: Novel Factors involved in Lineage Reprogramming
Direct Lineage Reprogramming: Novel Factors involved in Lineage Reprogramming
Ahmed Madni
 
Tyrosine kinase ppt
Tyrosine kinase pptTyrosine kinase ppt
Tyrosine kinase ppt
Charan Ingole
 
FER Poster 2015 V2-KB2
FER Poster 2015 V2-KB2FER Poster 2015 V2-KB2
FER Poster 2015 V2-KB2Grace Lee
 
RNA directed DNA methylation (RdDM)
RNA directed DNA methylation (RdDM)RNA directed DNA methylation (RdDM)
RNA directed DNA methylation (RdDM)
Ayush Jain
 
Efficacy of epigenetic therapy as cancer treatment
Efficacy of epigenetic therapy as cancer treatmentEfficacy of epigenetic therapy as cancer treatment
Efficacy of epigenetic therapy as cancer treatmentjanelle_leggere
 
Definition of epigenetics
Definition of epigeneticsDefinition of epigenetics
Definition of epigenetics
Peyman Ghoraishizadeh
 
Epigenetic
EpigeneticEpigenetic
Epigenetic
Smawi GH
 
Altering_Phenylalanine_67_Serine
Altering_Phenylalanine_67_SerineAltering_Phenylalanine_67_Serine
Altering_Phenylalanine_67_SerineAmber Anger
 
PTEN Proteins - Molecular Basis
PTEN Proteins -  Molecular BasisPTEN Proteins -  Molecular Basis
PTEN Proteins - Molecular BasisSimon Restrepo
 
Receptor Tyrosine Kinases
Receptor Tyrosine KinasesReceptor Tyrosine Kinases
Receptor Tyrosine Kinasesfondas vakalis
 
Sukhjinder singh
Sukhjinder singhSukhjinder singh
Sukhjinder singh
sukhjinder mann
 

What's hot (20)

Cancer epigenetics
Cancer epigenetics Cancer epigenetics
Cancer epigenetics
 
Epigenetic role in plant
Epigenetic role in plant Epigenetic role in plant
Epigenetic role in plant
 
Sequencing based approaches for profiling dna methylation
Sequencing based approaches for profiling dna methylationSequencing based approaches for profiling dna methylation
Sequencing based approaches for profiling dna methylation
 
Direct Lineage Reprogramming: Novel Factors involved in Lineage Reprogramming
Direct Lineage Reprogramming: Novel Factors involved in Lineage ReprogrammingDirect Lineage Reprogramming: Novel Factors involved in Lineage Reprogramming
Direct Lineage Reprogramming: Novel Factors involved in Lineage Reprogramming
 
Tyrosine kinase ppt
Tyrosine kinase pptTyrosine kinase ppt
Tyrosine kinase ppt
 
FER Poster 2015 V2-KB2
FER Poster 2015 V2-KB2FER Poster 2015 V2-KB2
FER Poster 2015 V2-KB2
 
Gpcr genetic variation
Gpcr genetic variationGpcr genetic variation
Gpcr genetic variation
 
RNA directed DNA methylation (RdDM)
RNA directed DNA methylation (RdDM)RNA directed DNA methylation (RdDM)
RNA directed DNA methylation (RdDM)
 
Efficacy of epigenetic therapy as cancer treatment
Efficacy of epigenetic therapy as cancer treatmentEfficacy of epigenetic therapy as cancer treatment
Efficacy of epigenetic therapy as cancer treatment
 
Definition of epigenetics
Definition of epigeneticsDefinition of epigenetics
Definition of epigenetics
 
Epigenetic
EpigeneticEpigenetic
Epigenetic
 
MS Poster
MS PosterMS Poster
MS Poster
 
Indole 3-Carbinol
Indole 3-CarbinolIndole 3-Carbinol
Indole 3-Carbinol
 
Epigenetics diet and cancer
Epigenetics diet and cancerEpigenetics diet and cancer
Epigenetics diet and cancer
 
Final Paper
Final PaperFinal Paper
Final Paper
 
Altering_Phenylalanine_67_Serine
Altering_Phenylalanine_67_SerineAltering_Phenylalanine_67_Serine
Altering_Phenylalanine_67_Serine
 
Epigenetics
EpigeneticsEpigenetics
Epigenetics
 
PTEN Proteins - Molecular Basis
PTEN Proteins -  Molecular BasisPTEN Proteins -  Molecular Basis
PTEN Proteins - Molecular Basis
 
Receptor Tyrosine Kinases
Receptor Tyrosine KinasesReceptor Tyrosine Kinases
Receptor Tyrosine Kinases
 
Sukhjinder singh
Sukhjinder singhSukhjinder singh
Sukhjinder singh
 

Similar to AICHE Regional Conference Poster

New progress in lipid nanoparticles technology
New progress in lipid nanoparticles technologyNew progress in lipid nanoparticles technology
New progress in lipid nanoparticles technology
DoriaFang
 
Microfluidic Abstract
Microfluidic AbstractMicrofluidic Abstract
Microfluidic AbstractRashmi Borah
 
Nanolipoparticles-mediated MDR1 siRNA delivery: preparation, characterization...
Nanolipoparticles-mediated MDR1 siRNA delivery: preparation, characterization...Nanolipoparticles-mediated MDR1 siRNA delivery: preparation, characterization...
Nanolipoparticles-mediated MDR1 siRNA delivery: preparation, characterization...
Nanomedicine Journal (NMJ)
 
Ge Zhou Poster 2015
Ge Zhou Poster 2015Ge Zhou Poster 2015
Ge Zhou Poster 2015Zhou Ge
 
Antisense oligonucleotides recent advances and potential
Antisense oligonucleotides recent advances and potentialAntisense oligonucleotides recent advances and potential
Antisense oligonucleotides recent advances and potential
Joyce Ramírez
 
NGUYENTHINHI-W9.pptx
NGUYENTHINHI-W9.pptxNGUYENTHINHI-W9.pptx
NGUYENTHINHI-W9.pptx
Mung7
 
Poster of Experimental Biology 2014, San Diego, CA
Poster of Experimental Biology 2014, San Diego, CAPoster of Experimental Biology 2014, San Diego, CA
Poster of Experimental Biology 2014, San Diego, CAStefano Martellucci
 
Bachelor Thesis Presentation
Bachelor Thesis PresentationBachelor Thesis Presentation
Bachelor Thesis PresentationMariya Licheva
 
Biochim Biophys Acta. 2014
Biochim Biophys Acta. 2014Biochim Biophys Acta. 2014
Biochim Biophys Acta. 2014Laia Llovera
 
Neha Masarkar_JC_10.09.2022.pptx
Neha Masarkar_JC_10.09.2022.pptxNeha Masarkar_JC_10.09.2022.pptx
Neha Masarkar_JC_10.09.2022.pptx
NehaMasarkar1
 
Genetic variations effects on some drug responses
Genetic variations effects on some drug responsesGenetic variations effects on some drug responses
Genetic variations effects on some drug responses
Ahmad K
 
Infect. Immun.-2016-Jain-439-51
Infect. Immun.-2016-Jain-439-51Infect. Immun.-2016-Jain-439-51
Infect. Immun.-2016-Jain-439-51Neena Jain
 
Discovery of therapeutic agents targeting PKLR for NAFLD using drug repositio...
Discovery of therapeutic agents targeting PKLR for NAFLD using drug repositio...Discovery of therapeutic agents targeting PKLR for NAFLD using drug repositio...
Discovery of therapeutic agents targeting PKLR for NAFLD using drug repositio...
Trustlife
 
ROLE OF SECOND MESSENGERS IN RECEPTOR SIGNAL TRABSDUCTION
ROLE OF SECOND MESSENGERS IN RECEPTOR SIGNAL TRABSDUCTION ROLE OF SECOND MESSENGERS IN RECEPTOR SIGNAL TRABSDUCTION
ROLE OF SECOND MESSENGERS IN RECEPTOR SIGNAL TRABSDUCTION
PHARMA IQ EDUCATION
 
Phamacogenomics ppt.pptx 1
Phamacogenomics ppt.pptx 1Phamacogenomics ppt.pptx 1
Phamacogenomics ppt.pptx 1
pooja joshi
 
Schell Prl2a1 Poster Final
Schell Prl2a1 Poster FinalSchell Prl2a1 Poster Final
Schell Prl2a1 Poster FinalLance Schell
 
Artificial DNA 2012
Artificial DNA 2012Artificial DNA 2012
Artificial DNA 2012Laia Llovera
 

Similar to AICHE Regional Conference Poster (20)

New progress in lipid nanoparticles technology
New progress in lipid nanoparticles technologyNew progress in lipid nanoparticles technology
New progress in lipid nanoparticles technology
 
Microfluidic Abstract
Microfluidic AbstractMicrofluidic Abstract
Microfluidic Abstract
 
Nanolipoparticles-mediated MDR1 siRNA delivery: preparation, characterization...
Nanolipoparticles-mediated MDR1 siRNA delivery: preparation, characterization...Nanolipoparticles-mediated MDR1 siRNA delivery: preparation, characterization...
Nanolipoparticles-mediated MDR1 siRNA delivery: preparation, characterization...
 
4 nmj 2-1
4   nmj 2-14   nmj 2-1
4 nmj 2-1
 
4640-63316-1-PB
4640-63316-1-PB4640-63316-1-PB
4640-63316-1-PB
 
Ge Zhou Poster 2015
Ge Zhou Poster 2015Ge Zhou Poster 2015
Ge Zhou Poster 2015
 
Antisense oligonucleotides recent advances and potential
Antisense oligonucleotides recent advances and potentialAntisense oligonucleotides recent advances and potential
Antisense oligonucleotides recent advances and potential
 
NGUYENTHINHI-W9.pptx
NGUYENTHINHI-W9.pptxNGUYENTHINHI-W9.pptx
NGUYENTHINHI-W9.pptx
 
Poster of Experimental Biology 2014, San Diego, CA
Poster of Experimental Biology 2014, San Diego, CAPoster of Experimental Biology 2014, San Diego, CA
Poster of Experimental Biology 2014, San Diego, CA
 
Bachelor Thesis Presentation
Bachelor Thesis PresentationBachelor Thesis Presentation
Bachelor Thesis Presentation
 
Biochim Biophys Acta. 2014
Biochim Biophys Acta. 2014Biochim Biophys Acta. 2014
Biochim Biophys Acta. 2014
 
Neha Masarkar_JC_10.09.2022.pptx
Neha Masarkar_JC_10.09.2022.pptxNeha Masarkar_JC_10.09.2022.pptx
Neha Masarkar_JC_10.09.2022.pptx
 
Genetic variations effects on some drug responses
Genetic variations effects on some drug responsesGenetic variations effects on some drug responses
Genetic variations effects on some drug responses
 
Infect. Immun.-2016-Jain-439-51
Infect. Immun.-2016-Jain-439-51Infect. Immun.-2016-Jain-439-51
Infect. Immun.-2016-Jain-439-51
 
SMU Poster
SMU PosterSMU Poster
SMU Poster
 
Discovery of therapeutic agents targeting PKLR for NAFLD using drug repositio...
Discovery of therapeutic agents targeting PKLR for NAFLD using drug repositio...Discovery of therapeutic agents targeting PKLR for NAFLD using drug repositio...
Discovery of therapeutic agents targeting PKLR for NAFLD using drug repositio...
 
ROLE OF SECOND MESSENGERS IN RECEPTOR SIGNAL TRABSDUCTION
ROLE OF SECOND MESSENGERS IN RECEPTOR SIGNAL TRABSDUCTION ROLE OF SECOND MESSENGERS IN RECEPTOR SIGNAL TRABSDUCTION
ROLE OF SECOND MESSENGERS IN RECEPTOR SIGNAL TRABSDUCTION
 
Phamacogenomics ppt.pptx 1
Phamacogenomics ppt.pptx 1Phamacogenomics ppt.pptx 1
Phamacogenomics ppt.pptx 1
 
Schell Prl2a1 Poster Final
Schell Prl2a1 Poster FinalSchell Prl2a1 Poster Final
Schell Prl2a1 Poster Final
 
Artificial DNA 2012
Artificial DNA 2012Artificial DNA 2012
Artificial DNA 2012
 

Recently uploaded

The role of big data in decision making.
The role of big data in decision making.The role of big data in decision making.
The role of big data in decision making.
ankuprajapati0525
 
ethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.pptethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.ppt
Jayaprasanna4
 
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
H.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdfH.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdf
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
MLILAB
 
Top 10 Oil and Gas Projects in Saudi Arabia 2024.pdf
Top 10 Oil and Gas Projects in Saudi Arabia 2024.pdfTop 10 Oil and Gas Projects in Saudi Arabia 2024.pdf
Top 10 Oil and Gas Projects in Saudi Arabia 2024.pdf
Teleport Manpower Consultant
 
Investor-Presentation-Q1FY2024 investor presentation document.pptx
Investor-Presentation-Q1FY2024 investor presentation document.pptxInvestor-Presentation-Q1FY2024 investor presentation document.pptx
Investor-Presentation-Q1FY2024 investor presentation document.pptx
AmarGB2
 
Cosmetic shop management system project report.pdf
Cosmetic shop management system project report.pdfCosmetic shop management system project report.pdf
Cosmetic shop management system project report.pdf
Kamal Acharya
 
weather web application report.pdf
weather web application report.pdfweather web application report.pdf
weather web application report.pdf
Pratik Pawar
 
Architectural Portfolio Sean Lockwood
Architectural Portfolio Sean LockwoodArchitectural Portfolio Sean Lockwood
Architectural Portfolio Sean Lockwood
seandesed
 
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxCFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
R&R Consult
 
Student information management system project report ii.pdf
Student information management system project report ii.pdfStudent information management system project report ii.pdf
Student information management system project report ii.pdf
Kamal Acharya
 
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
Amil Baba Dawood bangali
 
WATER CRISIS and its solutions-pptx 1234
WATER CRISIS and its solutions-pptx 1234WATER CRISIS and its solutions-pptx 1234
WATER CRISIS and its solutions-pptx 1234
AafreenAbuthahir2
 
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&BDesign and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Sreedhar Chowdam
 
English lab ppt no titlespecENG PPTt.pdf
English lab ppt no titlespecENG PPTt.pdfEnglish lab ppt no titlespecENG PPTt.pdf
English lab ppt no titlespecENG PPTt.pdf
BrazilAccount1
 
Immunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary AttacksImmunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary Attacks
gerogepatton
 
Final project report on grocery store management system..pdf
Final project report on grocery store management system..pdfFinal project report on grocery store management system..pdf
Final project report on grocery store management system..pdf
Kamal Acharya
 
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
thanhdowork
 
road safety engineering r s e unit 3.pdf
road safety engineering  r s e unit 3.pdfroad safety engineering  r s e unit 3.pdf
road safety engineering r s e unit 3.pdf
VENKATESHvenky89705
 
block diagram and signal flow graph representation
block diagram and signal flow graph representationblock diagram and signal flow graph representation
block diagram and signal flow graph representation
Divya Somashekar
 
MCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdfMCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdf
Osamah Alsalih
 

Recently uploaded (20)

The role of big data in decision making.
The role of big data in decision making.The role of big data in decision making.
The role of big data in decision making.
 
ethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.pptethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.ppt
 
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
H.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdfH.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdf
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
 
Top 10 Oil and Gas Projects in Saudi Arabia 2024.pdf
Top 10 Oil and Gas Projects in Saudi Arabia 2024.pdfTop 10 Oil and Gas Projects in Saudi Arabia 2024.pdf
Top 10 Oil and Gas Projects in Saudi Arabia 2024.pdf
 
Investor-Presentation-Q1FY2024 investor presentation document.pptx
Investor-Presentation-Q1FY2024 investor presentation document.pptxInvestor-Presentation-Q1FY2024 investor presentation document.pptx
Investor-Presentation-Q1FY2024 investor presentation document.pptx
 
Cosmetic shop management system project report.pdf
Cosmetic shop management system project report.pdfCosmetic shop management system project report.pdf
Cosmetic shop management system project report.pdf
 
weather web application report.pdf
weather web application report.pdfweather web application report.pdf
weather web application report.pdf
 
Architectural Portfolio Sean Lockwood
Architectural Portfolio Sean LockwoodArchitectural Portfolio Sean Lockwood
Architectural Portfolio Sean Lockwood
 
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxCFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
 
Student information management system project report ii.pdf
Student information management system project report ii.pdfStudent information management system project report ii.pdf
Student information management system project report ii.pdf
 
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
 
WATER CRISIS and its solutions-pptx 1234
WATER CRISIS and its solutions-pptx 1234WATER CRISIS and its solutions-pptx 1234
WATER CRISIS and its solutions-pptx 1234
 
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&BDesign and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
 
English lab ppt no titlespecENG PPTt.pdf
English lab ppt no titlespecENG PPTt.pdfEnglish lab ppt no titlespecENG PPTt.pdf
English lab ppt no titlespecENG PPTt.pdf
 
Immunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary AttacksImmunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary Attacks
 
Final project report on grocery store management system..pdf
Final project report on grocery store management system..pdfFinal project report on grocery store management system..pdf
Final project report on grocery store management system..pdf
 
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
 
road safety engineering r s e unit 3.pdf
road safety engineering  r s e unit 3.pdfroad safety engineering  r s e unit 3.pdf
road safety engineering r s e unit 3.pdf
 
block diagram and signal flow graph representation
block diagram and signal flow graph representationblock diagram and signal flow graph representation
block diagram and signal flow graph representation
 
MCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdfMCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdf
 

AICHE Regional Conference Poster

  • 1. 1Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge MA, 2Koch Institute for Integrative Cancer Research, Cambridge MA, 3Department Of Pharmaceutical Sciences, College of Pharmacy, Oregon State Univ. Portland OR Niemann-Pick C1 impact on mRNA-containing lipid nanoparticle endocytosis Anastasia N. Neuman1,2, James C. Kaczmarek1,2, Gaurav Sahay3 Daniel G. Anderson1,2 Lipid Nucleic Acid Delivery Numerous diseases, including cancer, heart disease, diabetes, and the common cold, are brought on by aberrant protein expression. Delivery of nucleic acids to control such aberrant protein expression represents a promising therapeutic strategy to treat disease at its source, but nucleic acids typically require the use of delivery vehicles to be useful in a therapeutic context. Lipid nanoparticles (LNPs), in particular, have been shown to effectively deliver nucleic acids such as siRNA and mRNA both in vivo and in vitro1. Highly potent materials have been developed through the use of high throughput screening techniques; however the cellular processes that determine their effectiveness remain unclear2. mRNA Delivery with LNPs REFERENCES Approach This work was supported by Shire Pharmaceuticals, the MIT Koch Institute for Integrative Cancer Research, and the C. Michael Mohr Scholarship for Undergraduate Research. siRNA Delivery with LNPs3 mRNA Modification Impact on Efficacy Conclusions Potential for Future Studies ACKNOWLEDGMENTS Fig. 1: Nucleic acids encapsulated by a stable lipid nanoparticle (LNP) formulated with a cationic lipid, phospholipid, PEG, and cholesterol1. NPC1 Facilitated Endocytic Recycling When delivered with an LNP optimized for mRNA delivery, a lower efficacy was observed in NPC1-deficient cells than normal cells. Upon delivery with the original LNP used in the study involving siRNA, the original pattern was observed, with higher efficacy in NPC1-deficient cells than normal cells. This pattern suggests that the formulation changes impact the subcellular trafficking of the LNPs, with the original particle likely endocytosed through macropinocytosis and the optimized particle using an NPC1-dependent pathway. Formulation Modification Impact on Efficacy Changing the PEG percentage from 2.5% to 1.5% results in the particles being most effective in NPC1-/- cells, as observed with the original formulation. PEG reduces LNP aggregation and prevents nonspecific endocytosis by immune cells1. Reducing the PEG percentage may allow the particle to use multiple endocytotic pathways, and reduce reliance on NPC1 for cell entry. Changing the phospholipid from DOPE to DSPC also reversed the pattern. DOPE has a primary amine headgroup and and a tail with one degree of unsaturation while DSPC has a quaternary amine headgroup and fully saturated tail2. Conical phospholipids like DOPE adopt a hexagonal phase with lower stability while cylindrical phospholipids like DSPC adopt a more stable lamellar phase2. The unstable hexagonal phase of DOPE may promote endosomal escape. The more stable lamellar phase of DSPC inhibits endosomal escape and would depend on NPC1 deficiency to allow more LNPs to accumulate in the endosomes. Unlike the luciferase mRNA provided by Shire Pharmaceuticals used in the prior experiments, unmodified luciferase mRNA, luciferase mRNA 5-methylcytosine (5mc) and luciferase mRNA purchased from Tri-Link with both and 5- methylcytosine and psuedouridine (5mc psu) show higher efficacy in NPC1- deficient cells than normal cells in both the original and the optimized LNP. This could be due to differences in mRNA folding driven by these modifications. 1. K. J. Kauffman, M. J. Webber, D. G. Anderson, Journal of Controlled Release, 2016, 240, 227-234. 2. K. J. Kauffman, J. R. Dorkin, J. H. Yang, M. W. Heartlein, F. DeRosa, F. F. Mir, O. S. Fenton, D. G. Anderson, Nano Lett. 2015, 15, 7300–7306. 3. G. Sahay, W. Querbes, C. Alabi, A. Eltoukhy, S. Sarkar, C. Zurenko, E. Karagiannis, K. Love, D. Chen, R. Zoncu, Y. Buganim, A. Schroeder, R. Langer, D. G. Anderson, Nature Biotechnology, 2013, 31, 653-658. 4. E. Lloyd-Evans, A. J. Morgan, X. He, D. A. Smith, E. Elliot-Smith, D. J. Sillence, G. C. Churchill, E. H. Schuchman, A. Galione, F. M. Platt, Nature Medicine, 2008, 14, 1247- 1255. In conclusion, our work has demonstrated the following: • The PEG percentage and phospholipid of mRNA-loaded LNPs may impact the trafficking method. • Modifications in mRNA may impact trafficking of mRNA-loaded particles. • Use imaging to observe how changes in LNP formulation and mRNA modifications affect the trafficking of particles. • Optimize an mRNA-loaded LNP for treatment of Neimann Pick Type I Disease, the disease after which NPC1 is named. We hypothesize that differences in subcellular trafficking may account for some of the observed differences in efficacy between different nanoparticle formulations and nucleic acid cargos. As such, the two main goals of this project are as follows: 1) Observe the effect of LNP formulation differences on mRNA trafficking and delivery 2) Observe the effect of mRNA modifications on trafficking and delivery These experiments were conducted using luciferase mRNA. 24 hours following in vitro transfection of wild-type and NPC1 knockout mouse embryonic fibroblast (MEF) cells (100 ng mRNA/well), the cells were lysed and luciferase expression was quantified using luminescence. Fig. 2: LNP trafficking in i) NPC1+/+ cells and ii) NPC1-/- cells3. One cellular process known to impact the effectiveness of siRNA-loaded LNPs is endocytic recycling. siRNA-loaded LNPs often enter cells through macropinocytosis and the majority are directed to late endosomes. The siRNA must escape these endosomes for gene silencing to occur. In normal cells, most particles are recycled through either transport to the ER-Golgi route or direct fusion by the endosome to the plasma membrane3. In NPC1-deficient cells the LNPs are not recycled and accumulate in the late endosomes, allowing siRNA to continuously escape3. Thus, NPC1-deficient cells show increased gene silencing of the target gene3. Original formulation Optimized formulation C12:200:mRNA weight ratio 5:1 10:1 phospholipid DSPC DOPE C12-200 molar composition 50% 35% phospholipid molar composition 10% 16% cholesterol molar composition 38.5% 46.5% C14 PEG 2000 molar composition 1.5% 2.5% Table 1: Original and Optimized LNP Formulations2 Previous work has shown that siRNA-loaded lipid nanoparticles are recycled back out of a cell following endocytosis, rendering a large proportion of the delivered dose ineffective3. This recycling is dependent on the presence of Niemann-Pick type C1 (NPC1), a protein involved in cellular cholesterol trafficking4. Without NPC1, the recycling pathways of the late endosomes are largely inhibited. Here, we see that AF647 siRNA delivery and gene silencing in NPC1-deficient cells is increased over that in wild-type cells3. These siRNA experiments were done using a C12-200 based lipid formulation, which is here referred to as the “original particle”. Experimental design has resulted in a particle optimized for mRNA delivery, here referred to as the “optimized particle” (Table 1). The optimized particle was found to perform no better for delivery of siRNA2, and the physical basis for the difference in efficacy is unknown. cationic lipid phospholipid polyethylene glycol (PEG) cholesterol Fig. 3: Gene silencing in wild-type and NPC1 deficient cells3. Uridine Pseudouridine e Cytidine 5-methylcytidine Fig. 7: mRNA base modifications. i) ii) Fig. 4: luciferase mRNA delivery by LNPs in wild-type and NPC1 deficient cells. Fig. 5: Impact of formulation changes on luciferase mRNA delivery in wild-type and NPC1-deficient cells. The formulation of the LNPs was modified by one factor at a time from the optimized formulation to the original formulation. The optimized and original formulations can be found in Table 12. Fig. 6: mRNA modification impact on luciferase mRNA delivery in wild-type and NPC1-deficient cells.