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Targeting Metastatic Triple
Negative Breast Cancer
Using Phage Display
Nanotechnology
CHRIS RAMHOLD & DR. VALERY PETRENKO 11-MARCH-15
DEPARTMENT OF PATHOBIOLOGY AUBURN UNIVERSITY CVM
General Outline
 Cancer
 Significance
 Statistics
 Models
 Phage Display Technology
 Introduction
 Selection
 Modification of pre-existing cancer nanomedicines
 Targeting
 Summary
 Future Work
Highly invasive tumor embolus. UD- Bio-imaging Core Center
Why Cancer?
What Is Cancer?
 Product of malignant
progression
 Loss of proliferative control
 Escape apoptotic signals
 Escape Hayflick limit
Loeb, Lawrence A. "Human cancers express mutator phenotypes: origin, consequences and targeting." Nature Reviews Cancer 11.6 (2011): 450-457.
Cancer (Incidence)
 This year, the American Cancer Society estimates 232,670 new cases of breast cancer alone in the
United States
Siegel, Rebecca, et al. "Cancer statistics, 2014." CA: a cancer journal for clinicians 64.1 (2014): 9-29
Cancer (Incidence)
 Incidence rates of breast cancer are
projected to stabilize
 Lung cancer projected to decline
 More management options are
needed
Siegel, Rebecca, et al. "Cancer statistics, 2014." CA: a cancer journal for clinicians 64.1 (2014): 9-29
Cancer (Deaths)
 Deaths in the U.S. attributed to breast cancer are estimated at 40,000 annually
 Deaths worldwide are over 500,000
Breast Cancer (Metastatic)
 The 5-year relative survival rates
of invasive metastatic breast
cancer is at 29%
 High likelihood of recurrence
http://www.cancercenter.com/breast-cancer/statistics/tab/breast-cancer-survival-statistics/
Breast Cancer Survival Rates
http://www.cancer.org/acs/groups/content/@research/documents/document/acspc-042725.pdf
 5-year relative survival rates are
lower in younger women
 Typically more aggressive
 Why are these types of cancer
so deadly?
“If we can put a man on the moon,
why can’t we cure cancer?”
 Tumors are heterogeneous
 Cancer genome unstable
 Cancer cells exhibit plasticity
Wang, Anxin, et al. "Heterogeneity in cancer stem cells." Cancer letters 357.1 (2015): 63-68.
Two Models of Tumorigenesis
Girouard, S. D., & Murphy, G. F. (2011). Melanoma stem cells: not rare, but well done. Laboratory Investigation; a Journal of Technical Methods and Pathology, 91, 647–664. doi:10.1038/labinvest.2011.50
Cancer Stem Cell Hypothesis
 “Malignant tumors are initiated and
maintained by a population of
tumor cells that share similar
biologic properties to normal adult
stem cells.” – Brenton Thomas Tan
 Selective pressures induce
evolution of cancer cells which
may acquire mutations in the
mechanism for EMT (epithelial-
mesenchymal transition) allowing
tumor formation.
Owens TW and Naylor MJ (2013) Breast cancer stem cells. Front. Physiol. 4:225. doi: 10.3389/fphys.2013.00225
CSCs by Any Other Name…
 Tumor populations are heterogeneous
 Not all cells are capable of forming new
tumors
 Some tumorigenic cells have been
characterized
 CSCs=Tumor cells with tumorigenic potential
Toboggan
Toboggan
CSCs and Tumor Initiators
 The metastases originate
with tumor initiating cells
(TICs).
 Metastases account for
nearly all breast cancer
related deaths
 Goal: Target the TICs…
 Stop proliferation
 Stop metastases
 Stop recurrence
Cancer Stem Cells from http://www.currinbiotech.com/categories/20101004
Breast Cancer Molecular Subtypes
Prat, Aleix, and Charles M. Perou. "Mammary development meets cancer genomics." Nature medicine 15.8 (2009): 842-844.
Killing Cancer
 Chemotherapies
 Prevent mitosis
 Induce apoptosis
 Effective against rapidly proliferating cells
 Challenges
 Low weight- Cleared quickly
 Low accumulation in tumors
 Hydrophobicity- Large volume of distribution
 Tumors are heterogeneous
 Tumor vasculature is leaky
 Toxicity towards healthy cells
Art by JerryKongArt http://jerrykongart.deviantart.com/art/Killing-Cancer-Cells-185013819
How Do We Target Cancer?
Targeted delivery of the
drug to the site of
pathology by DDS
Pathology Pathology Pathology
<1% 10% 20-30%
Untargeted Drug Nanomedicine
Random distribution of
the drug leading to side
effects
Localization of nano-
medicines in tumor due
to vasculature defects
Targeted Nanomedicine
Development of Targeted
Nanomedicines
Wang, Tao, et al. "On the mechanism of targeting of phage fusion protein-modified nanocarriers: only the binding peptide sequence matters." Molecular pharmaceutics 8.5 (2011): 1720-1728.
Phage Display Technology
 Genetically engineered to express random 9 amino acid insertion at the N-terminus of the pVIII
protein.
 Billions of unique sequences constitute a phage display library
Phage Display using filamentous bacteriophage fd
Løset, Geir Åge, et al. "Expanding the versatility of phage display II: improved affinity selection of folded domains on protein VII and IX of the filamentous phage." PLoS One 6.2 (2011): e17433. * Modified
9-mer insert
Phage Display Library
 The library contains roughly one billion randomized clones.
 These clones are subjected to a process of affinity selection.
 Negative selection- Depletion of non-specific binders such as plastic,
serum, and a “normal” cell line.
 Positive selection- Depletion of phage that doesn’t or weakly binds
target cells and enrichment of phage that binds and penetrates target
cells.
 Following several rounds of selection, the phage enriched for
binding target cells are characterized.
http://www.virology.wisc.edu/virusworld/ICTV8/1fd-enterobacteria-phage-fd.jpg
Phage Fusion Peptides
 Intrinsic membrane proteins
 Capable of self-integration
 N-terminus bearing targeting
peptide remains exterior to
liposome
 PEGylated liposomes
Jayanna, Prashanth K., et al. "Landscape phage fusion protein-mediated targeting of nanomedicines enhances their prostate tumor cell association and cytotoxic efficiency." Nanomedicine: Nanotechnology, Biology
and Medicine6.4 (2010): 538-546.
Phage Fusion Protein Modified
Nanomedicines
 Leaky vasculature allows accumulation of liposomes at site of tumor
 Passive- Takes advantage of enhanced permeability and retention effect
 Active- Phage fusion protein targets cancer cells
Lammers, Twan, et al. "Drug targeting to tumors: principles, pitfalls and (pre-) clinical progress." Journal of controlled release 161.2 (2012): 175-187.
Phage Display
Selection Overview
Selection- Round 1 (Depletion)
 Round 1 includes depletion against non-specific
binders (plastic, serum, “normal” cells) and incubates
phage with cells at room temperature.
 “Normal” cell line used was MCF-10A cell line (ATCC).
 Classified as non-tumorigenic.
 Derived from fibrocystic breast tissue (previously termed
“fibrocystic breast disease,” now replaced with
fibrocystic breast condition as it is not a disease).
 Morphology comparable to normal cells
 Immortalized due to a loss of p16 at both loci- otherwise
diploid and genetically stable
Botlagunta, Mahendran, Paul T. Winnard, and Venu Raman. "Neoplastic transformation of breast epithelial cells by genotoxic stress." BMC cancer 10.1 (2010): 343.
Selection- Round 1 (Target Cells)
 MDA-MB-231 cell line was used as target cells.
 Tumorigenic- derived from metastatic site (primary
adenocarcinoma)
 Triple negative (no expression of estrogen and
progesterone receptors as well as HER2 oncogene).
 Falls into the claudin-low molecular subtype
 Enrichment for EMT markers
 Shares features with stem-like cells
Breast Cancer Molecular Subtypes
 Cell lines are heterogeneous
 CD44+/CD24- used as
standard detection of stem-
like cells
 Not always tumorigenic
 CD44+/CD24-/ESA+ cells more
consistent
 Showed tumorigenicity
across 33 cell lines
 Genomic profile associated
with EMT signaling, loss of
proliferative control
Prat, Aleix, and Charles M. Perou. "Mammary development meets cancer genomics." Nature medicine 15.8 (2009): 842-844.
Why MDA-MB-231?
 Nearly 100% of MDA-MB-231
cells are CD44+/CD24-
 MDA-MB-231 cell line has one of
the highest % for CD44+/CD24-
/ESA+
Fillmore, Christine M., and Charlotte Kuperwasser. "Human breast cancer cell lines contain stem-like cells that self-renew, give rise to phenotypically diverse progeny and survive chemotherapy." Breast cancer res 10.2
(2008): R25.
Hypothesis
 Targeting breast cancer
stem-like cells will decrease
the population of
tumorigenic cells, increasing
cytotoxic effects and
reducing recurrence and
metastasis.
Reya, Tannishtha, et al. "Stem cells, cancer, and cancer stem cells." nature414.6859 (2001): 105-111.
Selection- Round 1 (Phage Titers)
 After incubation of phage with
target cells (1 hr), unbound or
weakly bound phage are removed
by a series of sequential washes
 Input- Starting phage concentration
 Unbound and washes- non-specific
and weakly binding phage
 Dilute eluate through lysate- phage
specific for target cells, both surface
binding and membrane penetrating
1.00E+00
1.00E+01
1.00E+02
1.00E+03
1.00E+04
1.00E+05
1.00E+06
1.00E+07
1.00E+08
1.00E+09
CFU(TiterxVolume)
Phage Fractions
Phage Titers Throughout Round 1 of Selection
Selection- Quantification of Phage
 Phage recovered from both
the eluate and lysate
fractions were amplified for
use as inputs for subsequent
rounds of selection.
 Concentration measured by
absorbance @ 269nm
Selection- Round 1 (Phage
Recovery % Yield)
 Low % recovery is typical as the large
pool of ~ 1 billion clones is not enriched
for the target cells
 Phage recovered from the eluate vs
lysate fractions is more pronounced in
Round 1 as incubation at room
temperature creates unfavorable
conditions for phage to penetrate into
target cell membranes
 Successive rounds of selection should…
 Indicate enrichment of target-specific
clones
 Have an increase in % recovery for both
the eluate and lysate fractions
0
0.001
0.002
0.003
0.004
0.005
0.006
0.007
Eluate yield (%) Lysate yield (%)
%PhageRecovery(Output/Input)x100
Phage Fraction
Phage % Recovery from Round 1 of Selection
against MDA-MB-231 cells
Selection- All Rounds(Eluate
Phage Titers)
 Round 2 & 3 incubation steps
are carried out at 37oC
providing an environment
conducive to membrane
penetrating phage
 Results comparable to Round 1
 Enrichment of targeted phage
1.00E+00
1.00E+01
1.00E+02
1.00E+03
1.00E+04
1.00E+05
1.00E+06
1.00E+07
1.00E+08
1.00E+09
1.00E+10
Phage Titers Throughout Rounds 1-3 of Selection
Round 1 Round 2 Round 3
Selection- Comparison of Phage
% Recovery
 Was there enrichment of target
specific clones?
 Yes, an increase in % recovery is seen
each round
 Caveat* some of the phage may
simply be “fast growers”
 Did the % of phage recovered in the
lysate fraction increase with an
increase in temperature?
 Higher temperatures allowed more
phage to penetrate target cells as
shown by an increase in the amount of
phage recovered through cell lysis
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
Eluate Lysate
%PhageRecovery(Output/Input)x100
Phage Fraction
Phage % Recovery Comparison
Round 1
Round 2
Round 3
Isolation of Phage Clones
 Well isolated, individual colonies of infected K91 Blue Kan
E. coli cells from the Eluate, Lysate, and Post elution wash
titer plates were chosen at random and inoculated on a
100 grid plate. (100 colonies from eluate, lysate, and 50
each from the post elution wash plates).
 Following an overnight culture, 95 colonies were then
used in PCR to provide…
 Confirmation that the colony contains phage with major
coat protein
 Product to be sequenced for peptide identification
Electrophoresis of PCR Products
 Band indicating presence of major coat protein
 Primer Dimers
 Clear Negative control
Eluate Clones 1-24 LtR TtB Eluate Clones 25-48 LtR TtB Eluate Clones 49-72 LtR TtB Eluate Clones 73-95 LtR TtB
Solid Contaminant
Sequencing Results (Peptide Sequences)
Unique Clones from Eluate (Repeats) Unique Clones from Lysate (Repeats)
AGLNYNVDQ DYDSLHINS (15) GMVSGQADD (4) VDYSEVGSL
DARQGVMME EFGGPDYDT GPSYSENPD (2) VEPGGWTGD
DGSGSLDGD EPYSGSISN GSLDEALNQ (12) VGENGGSAD (2)
DGYRSSEDS (4) ERFQEGGTD (4) GSQTVMTDD (5) VGSDYGTGD (16)
DLDLPGVND EVDAHVNLD GSSMSFQDT VLRDFLDTD
DLQAQWAGD (15) EWNRSELGD (2) GSYDEVSSA (2) VNHETLTAD (3)
DMQWSSGDT (3) EYSQGQEGS VADSAVGHD VPPDFLDTD (6)
DSGWERNVD (2) GDYTEAVGA VAVSEPGMD (3) VSEPTSNES (2)
DSSMSWSGD (63) GETGGADND (3) VDADRFSGD VSYMESETD (2)
DTGMLEGGN GLNGGNWDD (8) VDTAEISSL (4) VTASGMSDD (2)
AGSNNEGMT (2) ETSRYSDID (2)
AGSYGDMDT (11) GAEYVGDTT (2)
DFAVGPGSD (2) GFNTEFGDT (2)
DFNLHDAMD (2) GSEQSWTGD (2)
DGIWEHGDS (2) GSLLSSQED (2)
DHGGGGHDS (2) GYDPVNDYN (2)
DMTNGSVPE (2) VDIAEQSTA (2)
DSVYDEENS (2) VGGHGDDFD (2)
DVPRETGLD (2) VGSMSDGYN (4)
ESALWGGDS (2) VSTSSDFDP (2)
Sequencing Results (Families)
(A)GS(Y) (E/N)GG(N) GGH NVD (W)TGD YSE
AGSNNEGMT DTGMLEGGN DHGGGGHDS AGLNYNVDQ GSEQSWTGD GPSYSENPD
AGSYGDMDT ERFQEGGTD VGGHGDDFD DSGWERNVD VEPGGWTGD VDYSEVGSL
GSYDEVSSA VGENGGSAD GLN QEG VGSDYGTGD V**DFLDTD
AVG GLNGGNWDD AGLNYNVDQ ERFQEGGTD VDA VLRDFLDTD
DFAVGPGSD EPG GLNGGNWDD EYSQGQEGS EVDAHVNLD VPPDFLDTD
GDYTEAVGA VAVSEPGMD GSD SGD VDADRFSGD Orphans
VADSAVGHD VEPGGWTGD DFAVGPGSD DMQWSSGDT VGS DARQGVMME
DFD / DYD EQS VGSDYGTGD DSSMSWSGD VDYSEVGSL DFNLHDAMD
VGGHGDDFD GSEQSWTGD GSL(D) VDADRFSGD VGSDYGTGD DLQAQWAGD
VSTSSDFDP VDIAEQSTA GSLLSSQED SGS VGSMSDGYN DMTNGSVPE
DYDSLHINS ETG VDYSEVGSL DGSGSLDGD VND ETSRYSDID
EFGGPDYDT DVPRETGLD DGSGSLDGD EPYSGSISN DLDLPGVND EWNRSELGD
DGY GETGGADND GSLDEALNQ (S)SMS GYDPVNDYN GMVSGQADD
DGYRSSEDS GD(S/T) HGD DSSMSWSGD VSEP GSQTVMTDD
VGSMSDGYN DGIWEHGDS DGIWEHGDS GSSMSFQDT VAVSEPGMD VDTAEISSL
EFG DMQWSSGDT VGGHGDDFD VGSMSDGYN VSEPTSNES VNHETLTAD
EFGGPDYDT ESALWGGDS MSD YDE VSYMESETD
GFNTEFGDT GAEYVGDTT VGSMSDGYN DSVYDEENS
GFNTEFGDT VTASGMSDD GSYDEVSSA
Sequencing Results (Potential Targets)
 Utilizing BLAST MimoDB, peptides that are similar or identical to the sequenced
phage peptides can be matched, giving clues to potential targets.
 Our phage from selection against MDA-MB-231 cells may bind to…
 Hepatocellular carcinoma line Mahlavu
 Vβ1, Vβ3, and Vβ6 integrins
 Phosphorylated/Unphosphorylated Erβ
 EGFR
 PC3 prostate carcinoma cell line
 Human lewis lung carcinoma cells
 TNF-α
 SK-OV-3 (Human ovarian tumor cell line)
 Breast cancer tumor (Human- in vivo)
 OS-732 (osteosarcoma cell line)
 LNCaP (Prostate carcinoma cells)
 NCI-H1299 non-small cell lung cancer
cell line
 9L Glioma cell line
 HT29 colon cancer cell line
Binding Assays
 2 mL propagation of phage clones.
 7b1 phage used as negative control.
 MDA-MB-231 used as target cell line.
 Media containing serum (DMEM/F12
+ 10% FBS + 1% Ab/Am) was used for
baseline comparison.
1 2 3 4 5 6 7 8 9 10 11 12
A
B
C
D
E
F
G
H
Binding Assay (Comprehensive)
0.00E+00
2.00E-02
4.00E-02
6.00E-02
8.00E-02
1.00E-01
1.20E-01
1.40E-01
1.60E-01
7b1
VADSAVGHD
DLQAQWAGD
VGGHGDDFD
VDADRFSGD
VSEPTSNES
DHGGGGHDS
EPYSGSISN
DYDSLHINS
DARQGVMME
DGSGSLDGD
GSYDEVSSA
VNHETLTAD
VTASGMSDD
VDYSEVGSL
EYSQGQEGS
VDTAEISSL
VGSMSDGYN
DFAVGPGSD
EWNRSELGD
DGYRSSEDS
ETSRYSDID
DSSMSWSGD
DTGMLEGGN
DLDLPGVND
GSEQSWTGD
GLNGGNWDD
GFNTEFGDT
ERFQEGGTD
GSSMSFQDT
VAVSEPGMD
VPPDFLDTD
AGSNNEGMT
VGSDYGTGD
GSLLSSQED
AGSYGDMDT
GSQTVMTDD
VDIAEQSTA
GAEYVGDTT
VSTSSDFDP
DFNLHDAMD
GETGGADND
DGIWEHGDS
DMTNGSVPE
EFGGPDYDT
AGLNYNVDQ
VGENGGSAD
GDYTEAVGA
DVPRETGLD
VLRDFLDTD
ESALWGGDS
GYDPVNDYN
%Yield
Phage Clones
Binding Assay Complete
% Yield Target % Yield Serum
Binding Assay (Top 15 Yields)
0
0.02
0.04
0.06
0.08
0.1
0.12
0.14
0.16
%Yield
Phage Clones
Binding Assay (Top 15 % Yields)
% Yield Target % Yield Serum
Binding Assay (Top Target Specificity *16)
0
0.02
0.04
0.06
0.08
0.1
0.12
0.14
0.16
%Yield
Phage Clones in order of increasing target specificity (Target % yield / Serum % yield)x100
Binding Assay Clones With Target Specificity > 10
% Yield Target % Yield Serum
Potential Champion Clones (10)
0
0.02
0.04
0.06
0.08
0.1
0.12
0.14
0.16
EFGGPDYDT AGLNYNVDQ VGENGGSAD GDYTEAVGA DVPRETGLD VLRDFLDTD ESALWGGDS GYDPVNDYN DSVYDEENS
%Yield
Phage Clones
Potential Champion Clones
% Yield Target % Yield Serum
Specificity Assay
0.00E+00
5.00E-02
1.00E-01
1.50E-01
2.00E-01
2.50E-01
%Yield
Phage Clones
Specificity Assay
% Yield 231 % Yield MCF7 % Yield MCF10A % Yield Serum
Future Work
 Designate champion clones from best binding clones
 Isolate protein of champion clones and modify Lipodox®
 Characterize modified nanomedicine (size, zeta potential,
cytotoxicity, uptake)
 Isolate breast cancer stem-like cells (potentially select
CD44+high/CD24-low /ESA+ cells)
 Select phage specific for breast cancer stem-like cells
 Modify nanomedicine to target tumor initiating cells
 Cytotoxicity assay on CSC population in cell lines representing all
molecular subtypes
 Potential for in vivo applications
Acknowledgements
 Special thanks to lab
members
 Dr. Valery Petrenko
 Dr. Anatoliy Puzyrev
 James Gillespie
 Amanda Gross
 Logan Stallings
 Funding from
 AURIC Graduate Research
Fellowship
 NIH Grant
References
Fillmore, Christine M., and Charlotte Kuperwasser. "Human breast cancer cell lines contain stem-like cells that self-renew, give rise to
phenotypically diverse progeny and survive chemotherapy." Breast cancer res 10.2 (2008): R25.
Girouard, S. D., & Murphy, G. F. (2011). Melanoma stem cells: not rare, but well done. Laboratory Investigation; a Journal of Technical
Methods and Pathology, 91, 647–664. doi:10.1038/labinvest.2011.50
http://www.virology.wisc.edu/virusworld/ICTV8/1fd-enterobacteria-phage-fd.jpg
http://www.cancer.org/acs/groups/content/@research/documents/document/acspc-042725.pdf
http://www.cancercenter.com/breast-cancer/statistics/tab/breast-cancer-survival-statistics/
Jayanna, Prashanth K., et al. "Landscape phage fusion protein-mediated targeting of nanomedicines enhances their prostate tumor
cell association and cytotoxic efficiency." Nanomedicine: Nanotechnology, Biology and Medicine6.4 (2010): 538-546.
Lammers, Twan, et al. "Drug targeting to tumors: principles, pitfalls and (pre-) clinical progress." Journal of controlled release 161.2
(2012): 175-187.
Loeb, Lawrence A. "Human cancers express mutator phenotypes: origin, consequences and targeting." Nature Reviews Cancer 11.6
(2011): 450-457.
Løset, Geir Åge, et al. "Expanding the versatility of phage display II: improved affinity selection of folded domains on protein VII and IX
of the filamentous phage." PLoS One 6.2 (2011): e17433. * Modified
Owens TW and Naylor MJ (2013) Breast cancer stem cells. Front. Physiol. 4:225. doi: 10.3389/fphys.2013.00225
Prat, Aleix, and Charles M. Perou. "Mammary development meets cancer genomics." Nature medicine 15.8 (2009): 842-844.
Siegel, Rebecca, et al. "Cancer statistics, 2014." CA: a cancer journal for clinicians 64.1 (2014): 9-29
Wang, Anxin, et al. "Heterogeneity in cancer stem cells." Cancer letters 357.1 (2015): 63-68.
Wang, Tao, et al. "On the mechanism of targeting of phage fusion protein-modified nanocarriers: only the binding peptide sequence
matters." Molecular pharmaceutics 8.5 (2011): 1720-1728.

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3Mar15-Ramhold Departmental Seminar (edited)

  • 1. Targeting Metastatic Triple Negative Breast Cancer Using Phage Display Nanotechnology CHRIS RAMHOLD & DR. VALERY PETRENKO 11-MARCH-15 DEPARTMENT OF PATHOBIOLOGY AUBURN UNIVERSITY CVM
  • 2. General Outline  Cancer  Significance  Statistics  Models  Phage Display Technology  Introduction  Selection  Modification of pre-existing cancer nanomedicines  Targeting  Summary  Future Work Highly invasive tumor embolus. UD- Bio-imaging Core Center
  • 4. What Is Cancer?  Product of malignant progression  Loss of proliferative control  Escape apoptotic signals  Escape Hayflick limit Loeb, Lawrence A. "Human cancers express mutator phenotypes: origin, consequences and targeting." Nature Reviews Cancer 11.6 (2011): 450-457.
  • 5. Cancer (Incidence)  This year, the American Cancer Society estimates 232,670 new cases of breast cancer alone in the United States Siegel, Rebecca, et al. "Cancer statistics, 2014." CA: a cancer journal for clinicians 64.1 (2014): 9-29
  • 6. Cancer (Incidence)  Incidence rates of breast cancer are projected to stabilize  Lung cancer projected to decline  More management options are needed Siegel, Rebecca, et al. "Cancer statistics, 2014." CA: a cancer journal for clinicians 64.1 (2014): 9-29
  • 7. Cancer (Deaths)  Deaths in the U.S. attributed to breast cancer are estimated at 40,000 annually  Deaths worldwide are over 500,000
  • 8. Breast Cancer (Metastatic)  The 5-year relative survival rates of invasive metastatic breast cancer is at 29%  High likelihood of recurrence http://www.cancercenter.com/breast-cancer/statistics/tab/breast-cancer-survival-statistics/
  • 9. Breast Cancer Survival Rates http://www.cancer.org/acs/groups/content/@research/documents/document/acspc-042725.pdf  5-year relative survival rates are lower in younger women  Typically more aggressive  Why are these types of cancer so deadly?
  • 10. “If we can put a man on the moon, why can’t we cure cancer?”  Tumors are heterogeneous  Cancer genome unstable  Cancer cells exhibit plasticity Wang, Anxin, et al. "Heterogeneity in cancer stem cells." Cancer letters 357.1 (2015): 63-68.
  • 11. Two Models of Tumorigenesis Girouard, S. D., & Murphy, G. F. (2011). Melanoma stem cells: not rare, but well done. Laboratory Investigation; a Journal of Technical Methods and Pathology, 91, 647–664. doi:10.1038/labinvest.2011.50
  • 12. Cancer Stem Cell Hypothesis  “Malignant tumors are initiated and maintained by a population of tumor cells that share similar biologic properties to normal adult stem cells.” – Brenton Thomas Tan  Selective pressures induce evolution of cancer cells which may acquire mutations in the mechanism for EMT (epithelial- mesenchymal transition) allowing tumor formation. Owens TW and Naylor MJ (2013) Breast cancer stem cells. Front. Physiol. 4:225. doi: 10.3389/fphys.2013.00225
  • 13. CSCs by Any Other Name…  Tumor populations are heterogeneous  Not all cells are capable of forming new tumors  Some tumorigenic cells have been characterized  CSCs=Tumor cells with tumorigenic potential Toboggan Toboggan
  • 14. CSCs and Tumor Initiators  The metastases originate with tumor initiating cells (TICs).  Metastases account for nearly all breast cancer related deaths  Goal: Target the TICs…  Stop proliferation  Stop metastases  Stop recurrence Cancer Stem Cells from http://www.currinbiotech.com/categories/20101004
  • 15. Breast Cancer Molecular Subtypes Prat, Aleix, and Charles M. Perou. "Mammary development meets cancer genomics." Nature medicine 15.8 (2009): 842-844.
  • 16. Killing Cancer  Chemotherapies  Prevent mitosis  Induce apoptosis  Effective against rapidly proliferating cells  Challenges  Low weight- Cleared quickly  Low accumulation in tumors  Hydrophobicity- Large volume of distribution  Tumors are heterogeneous  Tumor vasculature is leaky  Toxicity towards healthy cells Art by JerryKongArt http://jerrykongart.deviantart.com/art/Killing-Cancer-Cells-185013819
  • 17. How Do We Target Cancer? Targeted delivery of the drug to the site of pathology by DDS Pathology Pathology Pathology <1% 10% 20-30% Untargeted Drug Nanomedicine Random distribution of the drug leading to side effects Localization of nano- medicines in tumor due to vasculature defects Targeted Nanomedicine
  • 18. Development of Targeted Nanomedicines Wang, Tao, et al. "On the mechanism of targeting of phage fusion protein-modified nanocarriers: only the binding peptide sequence matters." Molecular pharmaceutics 8.5 (2011): 1720-1728.
  • 19. Phage Display Technology  Genetically engineered to express random 9 amino acid insertion at the N-terminus of the pVIII protein.  Billions of unique sequences constitute a phage display library Phage Display using filamentous bacteriophage fd Løset, Geir Åge, et al. "Expanding the versatility of phage display II: improved affinity selection of folded domains on protein VII and IX of the filamentous phage." PLoS One 6.2 (2011): e17433. * Modified 9-mer insert
  • 20. Phage Display Library  The library contains roughly one billion randomized clones.  These clones are subjected to a process of affinity selection.  Negative selection- Depletion of non-specific binders such as plastic, serum, and a “normal” cell line.  Positive selection- Depletion of phage that doesn’t or weakly binds target cells and enrichment of phage that binds and penetrates target cells.  Following several rounds of selection, the phage enriched for binding target cells are characterized. http://www.virology.wisc.edu/virusworld/ICTV8/1fd-enterobacteria-phage-fd.jpg
  • 21. Phage Fusion Peptides  Intrinsic membrane proteins  Capable of self-integration  N-terminus bearing targeting peptide remains exterior to liposome  PEGylated liposomes Jayanna, Prashanth K., et al. "Landscape phage fusion protein-mediated targeting of nanomedicines enhances their prostate tumor cell association and cytotoxic efficiency." Nanomedicine: Nanotechnology, Biology and Medicine6.4 (2010): 538-546.
  • 22. Phage Fusion Protein Modified Nanomedicines  Leaky vasculature allows accumulation of liposomes at site of tumor  Passive- Takes advantage of enhanced permeability and retention effect  Active- Phage fusion protein targets cancer cells Lammers, Twan, et al. "Drug targeting to tumors: principles, pitfalls and (pre-) clinical progress." Journal of controlled release 161.2 (2012): 175-187.
  • 24. Selection- Round 1 (Depletion)  Round 1 includes depletion against non-specific binders (plastic, serum, “normal” cells) and incubates phage with cells at room temperature.  “Normal” cell line used was MCF-10A cell line (ATCC).  Classified as non-tumorigenic.  Derived from fibrocystic breast tissue (previously termed “fibrocystic breast disease,” now replaced with fibrocystic breast condition as it is not a disease).  Morphology comparable to normal cells  Immortalized due to a loss of p16 at both loci- otherwise diploid and genetically stable Botlagunta, Mahendran, Paul T. Winnard, and Venu Raman. "Neoplastic transformation of breast epithelial cells by genotoxic stress." BMC cancer 10.1 (2010): 343.
  • 25. Selection- Round 1 (Target Cells)  MDA-MB-231 cell line was used as target cells.  Tumorigenic- derived from metastatic site (primary adenocarcinoma)  Triple negative (no expression of estrogen and progesterone receptors as well as HER2 oncogene).  Falls into the claudin-low molecular subtype  Enrichment for EMT markers  Shares features with stem-like cells
  • 26. Breast Cancer Molecular Subtypes  Cell lines are heterogeneous  CD44+/CD24- used as standard detection of stem- like cells  Not always tumorigenic  CD44+/CD24-/ESA+ cells more consistent  Showed tumorigenicity across 33 cell lines  Genomic profile associated with EMT signaling, loss of proliferative control Prat, Aleix, and Charles M. Perou. "Mammary development meets cancer genomics." Nature medicine 15.8 (2009): 842-844.
  • 27. Why MDA-MB-231?  Nearly 100% of MDA-MB-231 cells are CD44+/CD24-  MDA-MB-231 cell line has one of the highest % for CD44+/CD24- /ESA+ Fillmore, Christine M., and Charlotte Kuperwasser. "Human breast cancer cell lines contain stem-like cells that self-renew, give rise to phenotypically diverse progeny and survive chemotherapy." Breast cancer res 10.2 (2008): R25.
  • 28. Hypothesis  Targeting breast cancer stem-like cells will decrease the population of tumorigenic cells, increasing cytotoxic effects and reducing recurrence and metastasis. Reya, Tannishtha, et al. "Stem cells, cancer, and cancer stem cells." nature414.6859 (2001): 105-111.
  • 29.
  • 30. Selection- Round 1 (Phage Titers)  After incubation of phage with target cells (1 hr), unbound or weakly bound phage are removed by a series of sequential washes  Input- Starting phage concentration  Unbound and washes- non-specific and weakly binding phage  Dilute eluate through lysate- phage specific for target cells, both surface binding and membrane penetrating 1.00E+00 1.00E+01 1.00E+02 1.00E+03 1.00E+04 1.00E+05 1.00E+06 1.00E+07 1.00E+08 1.00E+09 CFU(TiterxVolume) Phage Fractions Phage Titers Throughout Round 1 of Selection
  • 31.
  • 32. Selection- Quantification of Phage  Phage recovered from both the eluate and lysate fractions were amplified for use as inputs for subsequent rounds of selection.  Concentration measured by absorbance @ 269nm
  • 33. Selection- Round 1 (Phage Recovery % Yield)  Low % recovery is typical as the large pool of ~ 1 billion clones is not enriched for the target cells  Phage recovered from the eluate vs lysate fractions is more pronounced in Round 1 as incubation at room temperature creates unfavorable conditions for phage to penetrate into target cell membranes  Successive rounds of selection should…  Indicate enrichment of target-specific clones  Have an increase in % recovery for both the eluate and lysate fractions 0 0.001 0.002 0.003 0.004 0.005 0.006 0.007 Eluate yield (%) Lysate yield (%) %PhageRecovery(Output/Input)x100 Phage Fraction Phage % Recovery from Round 1 of Selection against MDA-MB-231 cells
  • 34.
  • 35. Selection- All Rounds(Eluate Phage Titers)  Round 2 & 3 incubation steps are carried out at 37oC providing an environment conducive to membrane penetrating phage  Results comparable to Round 1  Enrichment of targeted phage 1.00E+00 1.00E+01 1.00E+02 1.00E+03 1.00E+04 1.00E+05 1.00E+06 1.00E+07 1.00E+08 1.00E+09 1.00E+10 Phage Titers Throughout Rounds 1-3 of Selection Round 1 Round 2 Round 3
  • 36. Selection- Comparison of Phage % Recovery  Was there enrichment of target specific clones?  Yes, an increase in % recovery is seen each round  Caveat* some of the phage may simply be “fast growers”  Did the % of phage recovered in the lysate fraction increase with an increase in temperature?  Higher temperatures allowed more phage to penetrate target cells as shown by an increase in the amount of phage recovered through cell lysis 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 Eluate Lysate %PhageRecovery(Output/Input)x100 Phage Fraction Phage % Recovery Comparison Round 1 Round 2 Round 3
  • 37.
  • 38. Isolation of Phage Clones  Well isolated, individual colonies of infected K91 Blue Kan E. coli cells from the Eluate, Lysate, and Post elution wash titer plates were chosen at random and inoculated on a 100 grid plate. (100 colonies from eluate, lysate, and 50 each from the post elution wash plates).  Following an overnight culture, 95 colonies were then used in PCR to provide…  Confirmation that the colony contains phage with major coat protein  Product to be sequenced for peptide identification
  • 39. Electrophoresis of PCR Products  Band indicating presence of major coat protein  Primer Dimers  Clear Negative control Eluate Clones 1-24 LtR TtB Eluate Clones 25-48 LtR TtB Eluate Clones 49-72 LtR TtB Eluate Clones 73-95 LtR TtB Solid Contaminant
  • 40. Sequencing Results (Peptide Sequences) Unique Clones from Eluate (Repeats) Unique Clones from Lysate (Repeats) AGLNYNVDQ DYDSLHINS (15) GMVSGQADD (4) VDYSEVGSL DARQGVMME EFGGPDYDT GPSYSENPD (2) VEPGGWTGD DGSGSLDGD EPYSGSISN GSLDEALNQ (12) VGENGGSAD (2) DGYRSSEDS (4) ERFQEGGTD (4) GSQTVMTDD (5) VGSDYGTGD (16) DLDLPGVND EVDAHVNLD GSSMSFQDT VLRDFLDTD DLQAQWAGD (15) EWNRSELGD (2) GSYDEVSSA (2) VNHETLTAD (3) DMQWSSGDT (3) EYSQGQEGS VADSAVGHD VPPDFLDTD (6) DSGWERNVD (2) GDYTEAVGA VAVSEPGMD (3) VSEPTSNES (2) DSSMSWSGD (63) GETGGADND (3) VDADRFSGD VSYMESETD (2) DTGMLEGGN GLNGGNWDD (8) VDTAEISSL (4) VTASGMSDD (2) AGSNNEGMT (2) ETSRYSDID (2) AGSYGDMDT (11) GAEYVGDTT (2) DFAVGPGSD (2) GFNTEFGDT (2) DFNLHDAMD (2) GSEQSWTGD (2) DGIWEHGDS (2) GSLLSSQED (2) DHGGGGHDS (2) GYDPVNDYN (2) DMTNGSVPE (2) VDIAEQSTA (2) DSVYDEENS (2) VGGHGDDFD (2) DVPRETGLD (2) VGSMSDGYN (4) ESALWGGDS (2) VSTSSDFDP (2)
  • 41. Sequencing Results (Families) (A)GS(Y) (E/N)GG(N) GGH NVD (W)TGD YSE AGSNNEGMT DTGMLEGGN DHGGGGHDS AGLNYNVDQ GSEQSWTGD GPSYSENPD AGSYGDMDT ERFQEGGTD VGGHGDDFD DSGWERNVD VEPGGWTGD VDYSEVGSL GSYDEVSSA VGENGGSAD GLN QEG VGSDYGTGD V**DFLDTD AVG GLNGGNWDD AGLNYNVDQ ERFQEGGTD VDA VLRDFLDTD DFAVGPGSD EPG GLNGGNWDD EYSQGQEGS EVDAHVNLD VPPDFLDTD GDYTEAVGA VAVSEPGMD GSD SGD VDADRFSGD Orphans VADSAVGHD VEPGGWTGD DFAVGPGSD DMQWSSGDT VGS DARQGVMME DFD / DYD EQS VGSDYGTGD DSSMSWSGD VDYSEVGSL DFNLHDAMD VGGHGDDFD GSEQSWTGD GSL(D) VDADRFSGD VGSDYGTGD DLQAQWAGD VSTSSDFDP VDIAEQSTA GSLLSSQED SGS VGSMSDGYN DMTNGSVPE DYDSLHINS ETG VDYSEVGSL DGSGSLDGD VND ETSRYSDID EFGGPDYDT DVPRETGLD DGSGSLDGD EPYSGSISN DLDLPGVND EWNRSELGD DGY GETGGADND GSLDEALNQ (S)SMS GYDPVNDYN GMVSGQADD DGYRSSEDS GD(S/T) HGD DSSMSWSGD VSEP GSQTVMTDD VGSMSDGYN DGIWEHGDS DGIWEHGDS GSSMSFQDT VAVSEPGMD VDTAEISSL EFG DMQWSSGDT VGGHGDDFD VGSMSDGYN VSEPTSNES VNHETLTAD EFGGPDYDT ESALWGGDS MSD YDE VSYMESETD GFNTEFGDT GAEYVGDTT VGSMSDGYN DSVYDEENS GFNTEFGDT VTASGMSDD GSYDEVSSA
  • 42. Sequencing Results (Potential Targets)  Utilizing BLAST MimoDB, peptides that are similar or identical to the sequenced phage peptides can be matched, giving clues to potential targets.  Our phage from selection against MDA-MB-231 cells may bind to…  Hepatocellular carcinoma line Mahlavu  Vβ1, Vβ3, and Vβ6 integrins  Phosphorylated/Unphosphorylated Erβ  EGFR  PC3 prostate carcinoma cell line  Human lewis lung carcinoma cells  TNF-α  SK-OV-3 (Human ovarian tumor cell line)  Breast cancer tumor (Human- in vivo)  OS-732 (osteosarcoma cell line)  LNCaP (Prostate carcinoma cells)  NCI-H1299 non-small cell lung cancer cell line  9L Glioma cell line  HT29 colon cancer cell line
  • 43. Binding Assays  2 mL propagation of phage clones.  7b1 phage used as negative control.  MDA-MB-231 used as target cell line.  Media containing serum (DMEM/F12 + 10% FBS + 1% Ab/Am) was used for baseline comparison. 1 2 3 4 5 6 7 8 9 10 11 12 A B C D E F G H
  • 45. Binding Assay (Top 15 Yields) 0 0.02 0.04 0.06 0.08 0.1 0.12 0.14 0.16 %Yield Phage Clones Binding Assay (Top 15 % Yields) % Yield Target % Yield Serum
  • 46. Binding Assay (Top Target Specificity *16) 0 0.02 0.04 0.06 0.08 0.1 0.12 0.14 0.16 %Yield Phage Clones in order of increasing target specificity (Target % yield / Serum % yield)x100 Binding Assay Clones With Target Specificity > 10 % Yield Target % Yield Serum
  • 47. Potential Champion Clones (10) 0 0.02 0.04 0.06 0.08 0.1 0.12 0.14 0.16 EFGGPDYDT AGLNYNVDQ VGENGGSAD GDYTEAVGA DVPRETGLD VLRDFLDTD ESALWGGDS GYDPVNDYN DSVYDEENS %Yield Phage Clones Potential Champion Clones % Yield Target % Yield Serum
  • 49. Future Work  Designate champion clones from best binding clones  Isolate protein of champion clones and modify Lipodox®  Characterize modified nanomedicine (size, zeta potential, cytotoxicity, uptake)  Isolate breast cancer stem-like cells (potentially select CD44+high/CD24-low /ESA+ cells)  Select phage specific for breast cancer stem-like cells  Modify nanomedicine to target tumor initiating cells  Cytotoxicity assay on CSC population in cell lines representing all molecular subtypes  Potential for in vivo applications
  • 50. Acknowledgements  Special thanks to lab members  Dr. Valery Petrenko  Dr. Anatoliy Puzyrev  James Gillespie  Amanda Gross  Logan Stallings  Funding from  AURIC Graduate Research Fellowship  NIH Grant
  • 51. References Fillmore, Christine M., and Charlotte Kuperwasser. "Human breast cancer cell lines contain stem-like cells that self-renew, give rise to phenotypically diverse progeny and survive chemotherapy." Breast cancer res 10.2 (2008): R25. Girouard, S. D., & Murphy, G. F. (2011). Melanoma stem cells: not rare, but well done. Laboratory Investigation; a Journal of Technical Methods and Pathology, 91, 647–664. doi:10.1038/labinvest.2011.50 http://www.virology.wisc.edu/virusworld/ICTV8/1fd-enterobacteria-phage-fd.jpg http://www.cancer.org/acs/groups/content/@research/documents/document/acspc-042725.pdf http://www.cancercenter.com/breast-cancer/statistics/tab/breast-cancer-survival-statistics/ Jayanna, Prashanth K., et al. "Landscape phage fusion protein-mediated targeting of nanomedicines enhances their prostate tumor cell association and cytotoxic efficiency." Nanomedicine: Nanotechnology, Biology and Medicine6.4 (2010): 538-546. Lammers, Twan, et al. "Drug targeting to tumors: principles, pitfalls and (pre-) clinical progress." Journal of controlled release 161.2 (2012): 175-187. Loeb, Lawrence A. "Human cancers express mutator phenotypes: origin, consequences and targeting." Nature Reviews Cancer 11.6 (2011): 450-457. Løset, Geir Åge, et al. "Expanding the versatility of phage display II: improved affinity selection of folded domains on protein VII and IX of the filamentous phage." PLoS One 6.2 (2011): e17433. * Modified Owens TW and Naylor MJ (2013) Breast cancer stem cells. Front. Physiol. 4:225. doi: 10.3389/fphys.2013.00225 Prat, Aleix, and Charles M. Perou. "Mammary development meets cancer genomics." Nature medicine 15.8 (2009): 842-844. Siegel, Rebecca, et al. "Cancer statistics, 2014." CA: a cancer journal for clinicians 64.1 (2014): 9-29 Wang, Anxin, et al. "Heterogeneity in cancer stem cells." Cancer letters 357.1 (2015): 63-68. Wang, Tao, et al. "On the mechanism of targeting of phage fusion protein-modified nanocarriers: only the binding peptide sequence matters." Molecular pharmaceutics 8.5 (2011): 1720-1728.

Notes de l'éditeur

  1. Talk through figure
  2. pIII- binds pilli, contracts, phage enters host e. coli pIX & pVII- important for morphogenesis. initiates phage assembly, excreted first, recruits pVIII protein
  3. ESA or EpCAM or Epithelial cell adhesion molecule- Exclusively expressed in epithelial cells- involved in cell signaling, migration, proliferation, and differentiation. EpCAM can upregulate c-myc and cyclins A&E CD44- cell surface glycoprotein involved in cell-cell interactions, adhesion, and migration CD24- cell surface glycoprotein involved in cell adhesion
  4. HMEC- Human Mammary Epithelial Cells- Primary cells, normal epithelial cells MCF10A- Phenotypically normal immortalized cell line MCF-7- Luminal A- breast cancer cell line SUM149- TNBC basal (Epithelial expression) SUM159- TNBC basal (Mesenchymal expression) SUM1315- TNBC basal (Mesenchymal expression)