new developments in pancreatic cancer detection and screening: novel diagnostic and potential...
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New Developments in Pancreatic Cancer Detection and Screening: Novel Diagnostic and Potential
TherapiesGirish Mishra MD MSc, FASGE FACG FACP
Professor & Vice Chief, Internal Medicine-Gastroenterology
Executive Director, Digestive Health Service Line
Director, Endoscopy and Clinical Services
An ounce of prevention is …
We are in for a long haul for a cure
Pancreatic CancerClinical
Cancer Diagnosis Balance
Early Detection Treatment
Pancreatic Cancer
Early Detection
Early MetastasisMicrometastasis
Chari. Semin Oncol 2007
Pancreatic Cancer Radiologic Window
Chari. Semin Oncology 2007
Can we take advantage of a molecular window?
K-ras 90-95%
P16/CDKN2A 80-95%
P53 50-75%
DPC4 50%
BRCA2 7%
Bardessy et al. Pancreatic cancer biology and genetics. Nat. Rev. Cancer 2002
Clinical Strategies Which patient population is at greatest risk ?
Are there any biomarkers on the horizon ?
How can we improve detection in the high risk patient ?
How can we leverage early detection with prevention ?
Objectives
Understand the known risk factors and inherited syndromes involved in pancreatic carcinoma development
Introduce potential novel testing and a few promising biomarkers
Understand the role of EUS in screening high risk individuals for pancreatic cancer
Introduce novel imaging/diagnostics that may aid in earlier diagnosis in the asymptomatic patient
Risk Factors
Wolfgang CL, et al.CA Cancer J Clin 2013
Inherited Risk Factors
Wolfgang CL, et al.CA Cancer J Clin 2013
FAMM SyndromeClinical Features
• Germline mutations in the p16/CDKN2A gene associated with a high lifetime risk of melanoma and pancreatic cancer
• P16/CDKN2A have a 38-fold increased risk of developing pancreatic cancer
• Kindreds with a 19-base pair deletion in exon 2 of this gene (the Leiden mutation) have a 17% lifetime risk of developing pancreatic cancer by age 75.
How can we improve detection?
Boy Wonder!!
Jack's supervisor Prof. Maitra, has been quoted as saying that he believes that the test should ultimately be modified to include the ability to detect other "flag-raising" cancer proteins - and that a lot more testing needs to be done and that, even if all goes well, the product probably would not be marketed for at least a decade (Tucker, 2012).
Promising Biomarkers
miR-1290
Novel Methylation Biomarkers
Elevated Serum miR-1290 distinguishes patients with PC from healthy and disease controls
Li A et al. Clin Cancer Res 2013
Novel Methylation Biomarker Panel for the Early Detection of Pancreatic Cancer
Yi JM, et al. Clin Cancer Res 2013
How should we screen patients at high risk for
pancreatic cancer?
Results
74 y/o asymptomatic patient with strong family history of PC
EUS Features-Normal ratio
Eloubedi et al. ASGE 2009.Slides courtesy of Dr Eloubedi
Pancreatic cancer with obstructive jaundice
Ratio to adopt
Patients with pancreatic cancer were more likely to have a PD/PG ratio of ≥0.4 compared to patients with Calcific pancreatitis, and Normal/NCCP groups (80%, 14%, 0% respectively P<0.001)
Optical Markers in the Duodenal Mucosa Predict the Presence of
Pancreatic Cancer
Liu et al. Clin Cancer Research. 2007
4-D elastic light-scattering fingerprinting and low-coherence enhanced backspattering spectoscopy
95% Sn
91% Sp
How about screening in high risk individuals?
Turzhitsky et al. Dis Markers 2008
Optical Spectroscopy and Pancreatic Cancer
Wilson RH et al. Optics Express. 2009
EUS-FNA/FNI
• Bipolar needle electrodes were fabricated through the use of the Objet Connex 350 PolyJet printer using additive manufacture techniques.
• COMSOL, a multiphysics engineering simulation software, was used to optimize electrode design and spacing. Three dimensional finite element numerical models were created to
gain a better understanding of the electric field distribution and thus the potential treatment area.
Methods
Results
• 3D printing facilitates the simple and rapid production of more complicated designs than previously established bench top manufacturing techniques.
• Finite element analysis revealed the electric field distribution and possible treatment areas accomplished by IRE, which requires an electric field of ~500 V/cm for pancreatic cancer cell death to occur.
• COMSOL modeling was used to determine the optimal electrode configuration through simulation of the electric field produced by analyzing various geometrical electrode configurations. Simulations were also used to optimize the spacing and size of the electrodes.
• This innovative design will allow the unique integration of existing IRE treatment modalities into a minimally-invasive endosopic design.
Conclusions
Acknowledgements
Background
This work was funded by the ICTAS Nano-Bio Seed Grant. The authors would also like to thank the Virginia Tech Dreams Lab for their assistance with 3D printing.
Additive Manufacture of Minimally-Invasive Medical Devices for Pancreatic Cancer Treatment
Laura Reese1, Jeffrey McGuire2, Paulo Garcia PhD1, Perry Shen MD3, Girish Mishra MD3, Rafael Davalos PhD1, Chris Williams, PhD2; Lissett Ramirez Bickford, PhD1,2
1School of Biomedical Engineering, Virginia Tech; 2Department of Mechanical Engineering, Virginia Tech; 3Wake Forest Baptist Medical Center
• Currently, pancreatic cancer can only be cured if it can be completely resected with surgery, which is limited to less than 20% of diagnosed patients.
• Irreversible electroporation (IRE) is a technique for ablating cancerous tissue through the use of short electric pulses, which create permanent pores in the cell membrane, leading to cell death.
• While this treatment methodology has largely been evaluated for tumors accessible through open surgical or percutaneous procedures, there is a unique opportunity to create devices capable of performing IRE via adaptations of endoscopic tools currently used for pancreatic cancer biopsies.
• Our novel approach employs 3D printing to rapidly produce inexpensive prototypes that can easily be analyzed for functionality and modified as necessary to engineer the optimal design.
• Verify the electric field distribution in a pancreatic cancer tissue phantom.
• Generate and test multiple prototypes of the 19-gauge (clinically relevant) size.
• Investigate other printing modalities that offer higher resolution using biocompatible materials.
Future Work
CAD Design Prototype
COMSOL Optimization Studies
Changing the length of both electrodes has the greatest effect on treatment area. As electrode size increases, treatment area becomes greater and more elongated.
Treatment Results
Puncture StudiesElectrode Configurations
• Treatment: A range of 1500 – 2500 volts applied over 90 pulses with 50 μs duration.
• 3D printed prototype (at 5x scale up of clinically-relevant size) was capable of damaging mock-tissue samples (potatoes) using IRE treatment parameters.
• Increasing voltage resulted in larger treatment area.
The leftmost images are of entire halves of the treated potato, followed by sequential 1/8” slices through the remaining half of the potato.
Actuator
0.1 mm/s
Load Cell
0
0.2
0.4Force Re-
quired to
Punc-ture
Tissue
Fo
rc
e
[N
]
19-gauge 3D printed needles successfully punctured chicken breast tissue. Commercially available 19-gauge beveled needles required the least amount of force for puncture. 3D printed pointed needles were more effective at penetrating tissue than the beveled design.
A
D
B
C
5 mm
BA
DC
(A)High Resolution 3D Printed Needle(B) 19 Gauge Beveled Needle
(C)Low Resolution 3D Printed Needle
A
B
C
In order to evaluate design functionality, prototypes of needle-based devices were successfully fabricated through the use of Solidworks and 3D printing. Prototypes were made of both a clinically-relevant size (comparable to a 19-gauge needle) as well as at a 5x scale up of this size (shown above).
Horizontal Electrodes Electric Field [V/cm]
Vertical Electrodes Electric Field [V/cm]
The vertical electrode configuration results in the maximum treatment area, with an electric field great than 500 V/cm.
Analyzed the effect of changing the size of both electrodes, the electrode spacing, and the length of only one electrode.
(A) Side view of needle base with channels for wires (B) Top down view of needle base (C) Magnified view of needle base (D) Side View of needle assembly
B
D
Area = 126mm2 Area = 117mm2
Endoscopic Biopsy Needle
0 2 4 6 8 10100
140
180
Length
(mm)
Are
a
>5
00
V/c
m
(mm
2)
1500 V
2500 V
2000 V
Conclusions Pancreatic cancer poses diagnostic challenges
unlike any other. Early detection is the key Understanding molecular mechanisms and
developing more sensitive testing/biomarkers will be paramount to fighting this deadly disease
EUS appears to be the best test for screening the asymptomatic patient. ?What age and frequency
Novel, more sensitive imaging may allow for earlier detection in the asymptomatic individual