SlideShare a Scribd company logo
1 of 52
Download to read offline
Leveraging Data to Develop, Execute,
and Exceed Expectations of Your
Regulatory Strategy
OMTEC 2018, Chicago, IL USA
Robert A Poggie, PhD
President, BioVera Inc.
Notre-Dame-de-L’Ile-Perrot
Quebec, Canada
About the Instructor…(Robert A Poggie, PhD)
3
 BE mechanical Engineering, MS and PhD in Materials
Science & Engineering, Vanderbilt University
 Tribology, surface chemistry, metallurgy, mechanical testing…
 Employers, large and small companies in orthopaedics
 S&N, Zimmer, Implex, Pipeline Orthopaedics
 Self employed since 2009, BioVera Inc.
 FDA regulatory work dominates time, including development
and management of testing; biomaterials expertise
 Current clients include Bodycad, AmorChem, NextStep
Arthropedix, Biedermann-Motech, Bio-Gate, Acuitive
Technologies, AGelity (HSS)…
BioVera, Inc.
Integrity Expertise Results
Introduction
4
Leveraging Regulatorily Required Data (homegrown and published)
 Maximizing claims / statements in marketing application
 Scientific and conference publications
 Feedback for improved and new products
Develop Regulatory Strategy
 Rough to detailed plans, metrics, target criteria (‘success’)
Execute Regulatory Strategy
 Supporting application through to clearance / approval
Exceed Expectations = Leveraging as above
BioVera, Inc.
Integrity Expertise Results
Outline
5
 Background
 Identifying and using data in FDA submissions
 FDA and ISO data requirements for new devices
 Industry white papers, top journals, conference abstracts
 Establishing substantial equivalence with data
 Predicate and reference devices; IFU is ‘king’
 Case examples
 Reducing risks and increasing efficiency to market
 Q&A, discussion, open-forum
BioVera, Inc.
Integrity Expertise Results
Regulatory Trend, 25 Years
6
 Continuously increasing regulations of all devices
 Continuously increasing number of required tests
 Dramatic increase in consensus standards for pre-clinical tests
 Increasing demand for clinical data; especially Europe in 2017
 Increasing sophistication of test methods (FEA, sims, wear…)
 And in turn cost of regulatory testing has sky rocketed…
 Validations of processes and performance
 W/r to design specifications and planned surgery
 Sterility, cleaning of reusable insts, endotoxins, biocompatibility…
 Statistical significance (more devices tested; higher cost of test)
BioVera, Inc.
Integrity Expertise Results
Regulatory Trend, Today’s News
7
April 2017: European Union issues new medical device
regulations (MDRs); 10-fold increase in text
 Class 2b required to have significantly more clinical evidence
to obtain and maintain CE Mark
 Clinical = published scientific data on similar devices, company’s
own clinical data, or new clinical trial data
 Class 2b products often treated as class 3 products
 Rigorous requirements for post market surveillance
 Clinical outcomes and AEs
 Significantly higher barrier (cost and time) to market for new
devices and devices with minor differences
 Fewer ‘me-too’ products = higher cost, fewer new products
BioVera, Inc.
Integrity Expertise Results
Cause and Effect
8
NewCo desires CE Mark for cementless hip in EU
 < 2017, Technical file + clinical literature data for safety
 2017 / 2020, Clinical data required, 1 or 2 years fu for
between 30 and 60 patients; RSA possible
 Effect – Fewer NewCo class 2 products in Europe
NewCo wants CE Mark for resorbable ACL device
 < 2017 and currently, class 3 high risk device requires
clinical trial; 60 to 65 patients, RCT, 2 year fu, PMS
 Effect – No change in EU and USA companies strategy
for class 3 devices; lower cost barrier to large marketBioVera, Inc.
Integrity Expertise Results
Test Plan (for data for pre-sub and application)
9
First-Order Items to Define and Search
 Identify the FDA regulation # and product code
 Identify and obtain FDA Guidance Documents (if any) – and
draft list of data required for regulatory application.
 Identify and obtain consensus test standards (e.g. ASTM,
ISO) that govern performance testing
 Identify predicate devices and obtain 510k) summaries
or PMA documents
 Scientific literature using key words regarding your
product and performance tests of interest
 Company websites for technical / white papers
BioVera, Inc.
Integrity Expertise Results
FDA Links
10
 FDA (class 3, 510(k)s, PMAs, guidance dox, etc…)
 https://www.fda.gov/MedicalDevices/DeviceRegulation
andGuidance/Overview/ClassifyYourDevice/default.ht
mhttps://www.fda.gov/MedicalDevices/default.htm
 https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cf
pmn/pmn.cfm
 https://www.fda.gov/MedicalDevices/ProductsandMedi
calProcedures/DeviceApprovalsandClearances/PMAAp
provals/default.htm
 https://www.fda.gov/RegulatoryInformation/Guidances
/default.htm BioVera, Inc.
Integrity Expertise Results
Guidance Document Examples
11
BioVera, Inc.
Integrity Expertise Results
BioVera, Inc.
Integrity Expertise Results
BioVera, Inc.
Integrity Expertise Results
510(k) Summary Examples
14
 Arthrex – Vitamin E UHMWPE, using existing data
for new products with common materials.
 Zimmer – Vivacit UHMWPE and control data; data
aids in planning tests, supporting ‘control’ data for
similar products (and IFU).
 PorOsteon – Functional animal data for cervical
fusion in sheep; data useful for planning tests and
for control data (PEEK and porous metal devices)
BioVera, Inc.
Integrity Expertise Results
Leveraging Data: Arthrex Example
15
Applicability of data for x-linked, vit. E tibial
insert for TKR to subsequent uni tibial insert
BioVera, Inc.
Integrity Expertise Results
Tens of thousands / 100K $$ and
months saved in using poly insert
data from TKR to UKR systems.
How Was This Possible?
16
 UKA and TKA have similar kinematics for a given
compartment (lateral, medial)
 Arthrex likely has same or very similar articulation
design for the femoral and tibial surfaces
 Therefore, contact mechanics about the same
 Tribology about the same
 FDA may have required proof via additional
contact area and stress maps for both products
BioVera, Inc.
Integrity Expertise Results
Leveraging Data: Zimmer K120370
17
BioVera, Inc.
Integrity Expertise Results
11 performance claims (Vivacit poly) with supporting data!
 Mechanical properties (tensile, small punch, lzod, Crack Propagation),
physical and chemical characterization (Oxidation Index, Compressive
Modulus, Poisson's Ratio, Surface Roughness, Density, Melting Temperature,
Degree of Crystallinity, Crosslink Density, Swell Ratio, Molecular Weight,
Free Radicals, Vitamin E Elution and Extraction, Trans-vinylene Index…
 From Claim #8 of 11: Predicate and subject data statements…
Leveraging Data: PorOsteon K142041
18
BioVera, Inc.
Integrity Expertise Results
Histology, micro-CT, in-life radiography, CT, biomechanical evaluation
of Phusion Metal Cervical Cage devices in the ovine model showed…
 100% rate of fusion at 6 months (4 sheep, 2 devices/sheep),
 Statistically equivalent fusion at 6 months to the control
 Statistically significant, higher percentage of bone contact of the
superior and inferior surfaces of devices at 4 and 6 months for
Phusion Metal devices as compared to PEEK control devices
(23.90% vs. 9.94% at 4 months; 56.09% vs. 27.31% at 6 months).
Claims allowed in marketing literature.
Claims useful for predicting and planning outcomes of
functional modeling of cervical devices.
Scientific Literature Links
19
 PubMed
https://www.ncbi.nlm.nih.gov/pubmed/
 Google Scholar
https://scholar.google.ca/
 ClinicalTrials.gov
https://clinicaltrials.gov/
Useful for planning clinical studies / trials
Limited amount of data; sparse BioVera, Inc.
Integrity Expertise Results
Orthopaedic Journal Links
20
 www.jbjs.org
 https://www.arthroplastyjournal.org
 http://tools.clinorthop.org/
 https://www.arthroscopyjournal.org/
 https://www.thespinejournalonline.com/
 https://www.orthoworld.com/; https://ryortho.com/
Recommend that one or more people in your
organization subscribe to the ‘best’ scientific
journals, and at least one trade journal. BioVera, Inc.
Integrity Expertise Results
Scientific Literature Examples
21
 Peck et. al. (FDA)
Data gold mine for cervical fusion devices, no
predicate testing needed for strength
 Micheli et. al.
Data for wear, oxidation, strength of tibial
inserts; likely eliminates need for control
 Mazzocca et. al.
Data for tendon-ligament interference screws;
four devices, methods, results; covers predicate
BioVera, Inc.
Integrity Expertise Results
BioVera, Inc.
Integrity Expertise Results
BioVera, Inc.
Integrity Expertise Results
BioVera, Inc.
Integrity Expertise Results
Arthroscopy: The Journal of Arthroscopic and Related Surgery, Vol 21, No 11 (November), 2005: pp 1296-1306
Judging Quality & Utility of Data
25
 Is IFU statement for your product similar to that of
the device with published data?
 Methods and materials described in sufficient detail
to replicate and/or explain differences?
 Statistical significance of the data, or same sample
numbers in 510(k) summaries or FDA guidance dox?
 Consensus standards used? Where none exist,
industry ‘norms’ for test methods?
 Source from reputable journal or society conf.?
BioVera, Inc.
Integrity Expertise Results
For years, device companies used the Central Limit Theorem (CLT) and its rule of thumb of 30 parts tested. Increasing
tolerances and regulatory oversight are two reasons that CLT is no longer relative. For example, FDA now seeks a more
analytical approach—justification—for choosing sample size.
However, calculating an appropriate minimum sample size is one of the most difficult things to do and is an ongoing
challenge for many of us. To complicate things further, a large number of journal articles are devoted to this subject, and
their advice is often case-specific or discusses a new and unique way to determine a sample size, leaving us more confused
than ever. I am not a statistician, and after reading a dozen or more articles, I’ve come to the conclusion that “everything
depends on everything” when it comes to statistics. There are no simple answers.
As an example, let’s say you want to determine the sample size if the standard deviation over time has been σ = 0.02 inches from the desired perfect length, but you’re
willing to accept an error of 0.005 inches from that number for any given sample mean. Since we’re assuming normal distribution and we know probabilities vary from 0
to 1, the center of your bell curve is 0.5. Thus, you take 0.5 – 0.025 = 0.475 and look up Z = 1.96. Rearranging your equation to solve for n:
Thus, for this one measurement, your sample size should be 62. The formula is very sensitive to E, and this is something that you have to decide based on your
experience. Note that it’s not necessary to do this calculation for every variable. In fact, you should choose your worst case, most important variables and set the
sample size based on them, as all of the other variables will require fewer samples.
Practical Information
Examining Methods to Determine Sample Sizes
Posted in Legal, Clinical & Regulatory | December 05, 2017 | Comments (0)
Tags: Editor's Choice, fda, validation, verification, testing, quality management, FDA
By: Deborah Munro
Reader Question: Larger companies have statisticians on staff to determine the minimum number of samples for given validation and verification (V&V) activities, but for
folks who don’t use Minitab and don’t have an extensive stats background, are there guidelines to know the right amount of parts to test?
Consensus Standards
27
 ISO standards
https://www.iso.org/standard/44908.html
ISO stds findable via www search and purchase
 ASTM
https://www.astm.org/industry/health-care-and-
medical-devices-standards.html
Same story as ISO stds; lower cost w/r to ISO
BioVera, Inc.
Integrity Expertise Results
Company Websites
28
 www.arthrex.com
 Example: https://www.arthrex.com/knee/biocomposite-
interference-screws
One of the white papers: BioComposite™ Interference Screws
- A Stronger Turn in ACL/PCL Reconstruction
Data to be used for planning regulatory path and tests; i.e. the
strategy and tactics for FDA pre-sub and/or 510(k):
 2 years animal data for Arthrex and DePuy screws
 Torque in / out, strength of screws, Arthrex and DePuy
 Solubility and cell tests for two materials… and more…
BioVera, Inc.
Integrity Expertise Results
BioVera, Inc.
Integrity Expertise Results
Page 3 of BioComposite™ Interference Screws
- A Stronger Turn in ACL/PCL Reconstruction
Arthrex white paper
Page 1 of Arthrex 7 mm x 23 mm BioComposite
Interference Screw vs. DePuy Mitek 7 mm x 23
mm Milagro Screw. Arthrex white paper
Case Examples
Ankle Devices
TMT Monoblock Cup
Patient Specific Knee Device
BioVera, Inc.
Integrity Expertise Results
Case Example: Ankle Replacement
31
 Many 510(k)s
 FDA website for PMA dox (includes clinicals)
for several products cleared since the early
2000s
 Robust literature
 Well described tests finable on www
BioVera, Inc.
Integrity Expertise Results
FDA Resources for Ankle Devices
32
FDA website and Google to start searches as...
 https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/p
mnsimplesearch.cfm
 Type in “ankle”, order results from most recent, review 510(k)
summary (class 2) for K171004.
 On Google, type in “PMA for ankle replacement”
 https://www.fda.gov/ohrms/dockets/ac/07/slides/2007-
4299s1-01.pdf
 https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfPMA/p
ma.cfm?id=P050050
 https://www.accessdata.fda.gov/cdrh_docs/pdf5/P050050B.p
df
BioVera, Inc.
Integrity Expertise Results
Ankle Devices
33
Top Level Info of Importance…
 2-part device is class 2
 3-part device is class 3 (cementless and
mobile bearing (STAR, p050050)
 510(k) summary lists performance tests
applicable to both class 2 and 3 devices
 FDA guidance documents
 ASTM and ISO consensus standards listed
BioVera, Inc.
Integrity Expertise Results
From K171004…
34
BioVera, Inc.
Integrity Expertise Results
ASTM F2665-09
https://www.astm.org/Standards/F2665.htm
FDA Guidance for plasma sprayed coatings…
https://www.fda.gov/downloads/medicaldevices/
deviceregulationandguidance/guidancedocuments
/ucm107699.pdf
And more…
From slide deck & p050050 doc.
35
BioVera, Inc.
Integrity Expertise Results
• Pre clinical testing information, wear testing
details, and more...
• Detailed information on clinical trial
• IFU
• Clinical measures, subjective, objective
• Patient pop, Statistical methods
https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfPMA/pma.c
fm?id=P050050
https://pdfs.semanticscholar.org/presentation/b473/7bec3f721e2
7f3e813589d1c6e6ea45dd82f.pdf (slide deck)
Online Searching…
https://www.endolab.org/implant-testing-search.asp
https://www.sciencedirect.com/science/article/pii/S00219290173
00027
https://link.springer.com/chapter/10.1007/978-3-319-21723-9_3
https://clinicaltrials.gov/ct2/show/NCT03142958
https://clinicaltrials.gov/ct2/show/NCT02038140
http://www.aofas.org/news-center/press-
releases/Pages/2009%20Press%20Releases/Results-of-Controlled-
Clinical-Study-Presented-at-Annual-Summer-Meeting.aspx
Case Example: Hedrocel (TM) Cup
37
 Monoblock with UHMWPE direct-molded into
porous tantalum shell (K964509)
 Unique design & material; regulatory consultant advised
that IDE-PMA was only path (R&D/we rejected advice)
 Porous coated, metal backed, factory interference fit
monoblock used as predicate (K932923).
 Testing / Data Planning for Regulatory & Marketing
 ORL ‘push-out and lever-out’ test data (and subcontract)
 U Iowa FEA of 3D stress state of cup & bone
 Basis for metrics in clinical outcomes studies (BMD; lysis)
BioVera, Inc.
Integrity Expertise Results
BioVera, Inc.
Integrity Expertise Results
RA Poggie, R Cohen, RG Averill, "Characterization of Porous Tantalum Metal, Direct Compression
Molded UHMWPE Junction", 44th ORS, March 16-19, 1998, pp 777.
JD Bobyn, "UHMWPE: The Good, Bad, & Ugly; Fixation and Bearing Surfaces for the Next
Millennium", Orthopaedics, Sep, 1999, Vol. 22 No 9, pp 810-812.
DR Pedersen, TD Brown, RA Poggie, "Finite Element Analysis of Peri-Acetabular Stress of
Cemented, Metal-Backed, and Porous Tantalum-Backed Acetabular Components”, The 45th
Orthopaedic Research Society Meeting, Anaheim, CA, Feb 1-4, 1999.
Alan S. Litsky, “Elimination of Cup-Liner Micromotion in Acetabular Components”, 25th Annual
Transactions of the Society for Biomaterials Meeting, Providence, RI, 1999.
JB Stiehl, Kenneth St. John, Richard Affilitto, Robert Poggie, ”The Trabecular Metal Monoblock
Acetabular Cup Biomechanical Characterization & Hip Simulator Wear Results”, 68th Annual
Meeting of the AAOS, Scientific Exhibit, Feb 28-Mar 4, 2001.
David G. Lewallen, “Use of Porous Tantalum In Total Hip Arthroplasty”, Harvard Hip Course,
Boston, MA, September 8-10, 2003.
R Lewis, A Unger, TJ O’Keefe, “Monoblock Trabecular Metal Acetabulum: 2 to 5 Year Results”,
Abstract and Poster, 70th AAOS, "New Orleans, LA", Feb. 5-9, 2003, poster 45 .
T Gruen, A Hanssen, D Lewallen, et.al. “Radiographic Evaluation of a Monoblock Acetabular
Component – A Multi-Center Study With 2 To 5 Year Results”, The Journal of Arthroplasty, Vol.
20, No. 3, April 2005, pp 369-378.
George A. Macheras, et. al., “Survivorship of a Porous Tantalum Monoblock Acetabular
Component in Primary Hip Arthroplasty With a Mean Follow-Up of 18 Years”, The Journal of
Arthroplasty 32 (2017) 3680-3684.
Zimmer Sales Training 2006
Case Example: Bodycad Uni-Knee
40
 Patient specific Uni-Knee w/unique features. FDA
deficiency letter stated clinical study likely necessary.
 Unique Features: bone resection method; FEA-calculated contact
area/stress for each implant; ancillary fixation on femur…
 Planning, Literature, Data to establish substantial equivalence
and in turn aid marketing
 Bone Resection – Literature and homegrown data to establish SE
of method and performance relative to perf reqs
 Screw Fixation and Bodycad Software – Literature + homegrown
data to establish similar or better accuracy of implant position
 ORL + Biomechanics R&D for validation of Bodycad FEA of
articulation contact data (Fuji film), and relative to ZUK
BioVera, Inc.
Integrity Expertise Results
K163700, Summary
41
The results of testing showed:
 The fatigue strength of the Bodycad UKS tibial and femoral components withstood worst case
physiological loading.
 ROM testing showed the Bodycad UKS to possess substantially equivalent motion characteristics as the
predicate devices and reported in the scientific literature for UKA devices.
 Comparison of the tibial and femoral articular surfaces of the Bodycad UKS to the predicate devices, and
analyses of constraint, ROM, and contact stress/area of the Bodycad UKS, established substantial
equivalence to the predicate devices.
 The screw trajectories for the femur and tibia were within the envelope of bone and not at risk of
perforation of bony surfaces. Evaluation and testing of femoral and tibial ancillary fixation in cadaver
knees and Saw Bones demonstrated substantial equivalence to the predicate and reference devices.
 The UHMWPE material used in the manufacture of the tibial inserts was found to be in conformance
with ASTM F648.
 Cadaver laboratory testing and evaluation of surgical fit to the plan (surgeon input and software) showed
the implants to fit and surgery to be completed to the patient-specific, prescribed plan. The cadaver
studies performed for the Bodycad UKS showed without exception that the patient specific implants and
instruments to fit as planned by the surgeons and Bodycad software.
 The single-use cutting guides met the performance criteria and were validated for their intended use.
Published Data Used for SE
42
References, precision and accuracy of UKR, TKR devices (robots, CAS)
Smith, J. and Philip E. Riches. 2013. Accuracy of a freehand sculpting tool for uni-condylar
knee replacement, Int. J Med Robotics Comput. Assist Surg.
Clarius, M., et al. 2009. Saw cuts in unicompartmental knee arthroplasty: An analysis of
sawbone preparations. The Knee. 16: 314 -316.
Otani, T, et al. 1993. Cutting errors in preparation of femoral components in total knee
arthroplasty. J Arthroplasty. 8, (5): 503-10.
Ohmori, T., et al. 2015. The Accuracy of Initial Bone Cutting in Total Knee Arthroplasty.
Open Journal of Orthopedics. 5: 297 -304.
Mason, B. J., et al. 2007. Meta-analysis of alignment outcomes in computer assisted total
knee arthroplasty surgery. The Journal of Arthroplasty. 22, (8): 1097-1106.
Martinez-Carranza, N. et al. 2012. Deviation between navigated and final 3-dimensional
implant position in mini-invasive unicompartmental knee arthroplasty: a pilot study in 13
patients. Acta Orthopaedica. 83, (6): 625-628.
Karia M. et al. 2013. Robotic Assistance Enables Inexperienced Surgeons to Perform
Unicompartmental Knee Arthroplasties on Dry Bone Models with Accuracy Superior to
Conventional Methods. Advances in orthopedics.
Published Data Used for SE
43
S&N Visionaire White Paper …
Salehi, A. and C. Moore. 2011. Debris Testing of Visionaire Patient
Matched Cutting Blocs. Bone & Joint Science. 02, (9).
From Bodycad test report used for SE of this performance metric:
“A similar study was conducted on S&N’s Visionaire
instrumentation [1]. The Visionaire instrumentation is also
patient-specific are made of the same material as the Bodycad
Knee cutting guides, and are manufactured using the same
equipment and raw material (EOS system and medical grade
Nylon 12). The authors of the study reported an average
weight loss of 0.0062g, which is 34% more than that measured
with the Bodycad cutting guides. Salehi et al. concluded that a
weight loss of 0.0062g was negligible [1].”
BioVera, Inc.
Integrity Expertise Results
Poster / Abstract
ORS 2018
BioVera, Inc.
Integrity Expertise Results
SOFCOT 2017; Surgeon Education
Recap
BioVera, Inc.
Integrity Expertise Results
Recap, Identify the ‘Data’
47
1. Identify same or similar devices to your product
2. FDA Website to ID 510(k) summaries, PMA dox, and
guidance documents as applicable
a. FDA website and search engines; FDA 510(k) summaries
w/data; scientific publications recap PMA data
b. Draft / list required data for your product
3. ISO and ASTM standards to define tests
4. Company Websites for papers and reference lists
5. Scientific Literature – PubMed, Google Scholar,
specialty-specific journals and websites
6. Homegrown plans and data; think beyond regulatory
BioVera, Inc.
Integrity Expertise Results
Recap, Judging Utility of Data
48
 Methods and Materials clearly stated?
 Based on consensus stds or industry / scientific norms?
 Reputable journal or source? Publicly available?
 Scientific publication of PMA data?
 Product IFU and clinical function same or similar?
 Statistical validity? In-synch with FDA-OK numbers?
 White papers that appear obviously related to
regulatory testing to clear product?
 Metrics / Performance – Did your product
outperform completion? W/statistical proof?
BioVera, Inc.
Integrity Expertise Results
Recap, Data Value to Your Work
49
 Project Planning – Testing plans (cost & time) for:
 Regulatory applications
 Design and process validations
 Scientific publications
 Marketing
 Published Data - Reducing cost and scope of testing
 Alternative to testing predicate devices
 Target values for device performance & regulatory
 Marketing and Scientific Publicity
BioVera, Inc.
Integrity Expertise Results
Q & A
Discussion
Open Forum
BioVera, Inc.
Integrity Expertise Results
Thank You
Leveraging Data to Develop, Execute and Exceed the Expectations of  Your Regulatory Strategy - OMTEC 2018

More Related Content

What's hot

Avoid Post-M&A Supply Chain Surprises - OMTEC 2017
Avoid Post-M&A Supply Chain Surprises - OMTEC 2017Avoid Post-M&A Supply Chain Surprises - OMTEC 2017
Avoid Post-M&A Supply Chain Surprises - OMTEC 2017April Bright
 
Additive Manufacturing - Powder Considerations Rapid Fire - OMTEC 2018
Additive Manufacturing - Powder Considerations Rapid Fire - OMTEC 2018Additive Manufacturing - Powder Considerations Rapid Fire - OMTEC 2018
Additive Manufacturing - Powder Considerations Rapid Fire - OMTEC 2018April Bright
 
Analyze and Optimize Your Supply Chain Operations for Higher Performance - OM...
Analyze and Optimize Your Supply Chain Operations for Higher Performance - OM...Analyze and Optimize Your Supply Chain Operations for Higher Performance - OM...
Analyze and Optimize Your Supply Chain Operations for Higher Performance - OM...April Bright
 
FDA Update and Q&A: UDI
FDA Update and Q&A: UDIFDA Update and Q&A: UDI
FDA Update and Q&A: UDIApril Bright
 
QMS Effectiveness: Tracking and Trending Quality Data - OMTEC 2017
QMS Effectiveness: Tracking and Trending Quality Data - OMTEC 2017QMS Effectiveness: Tracking and Trending Quality Data - OMTEC 2017
QMS Effectiveness: Tracking and Trending Quality Data - OMTEC 2017April Bright
 
Designing safety critical medical devices
Designing safety critical medical devicesDesigning safety critical medical devices
Designing safety critical medical devicesTeam Consulting Ltd
 
Additive Manufacturing - Mechanical Test Methods - OMTEC 2018
Additive Manufacturing - Mechanical Test Methods - OMTEC 2018Additive Manufacturing - Mechanical Test Methods - OMTEC 2018
Additive Manufacturing - Mechanical Test Methods - OMTEC 2018April Bright
 
Medical Device Development - Concept to Commercialization | Jahnavi Lokre | L...
Medical Device Development - Concept to Commercialization | Jahnavi Lokre | L...Medical Device Development - Concept to Commercialization | Jahnavi Lokre | L...
Medical Device Development - Concept to Commercialization | Jahnavi Lokre | L...UCICove
 
How Design Controls & Risk Management Best Practices Reduce Customer Complain...
How Design Controls & Risk Management Best Practices Reduce Customer Complain...How Design Controls & Risk Management Best Practices Reduce Customer Complain...
How Design Controls & Risk Management Best Practices Reduce Customer Complain...Greenlight Guru
 
FDA's Case for Quality: What, Why, and How? Changing the Regulatory Paradigm
FDA's Case for Quality: What, Why, and How? Changing the Regulatory ParadigmFDA's Case for Quality: What, Why, and How? Changing the Regulatory Paradigm
FDA's Case for Quality: What, Why, and How? Changing the Regulatory ParadigmGreenlight Guru
 
FDA Expectations for Traceability in Device & Diagnostic Design
FDA Expectations for Traceability in Device & Diagnostic DesignFDA Expectations for Traceability in Device & Diagnostic Design
FDA Expectations for Traceability in Device & Diagnostic DesignSeapine Software
 
La bi tec gmbh - product pipeline analysis
La bi tec gmbh - product pipeline analysisLa bi tec gmbh - product pipeline analysis
La bi tec gmbh - product pipeline analysisAarkstore Enterprise
 
Additive Manufacturing: Considerations for Powder Metals - OMTEC 2017
Additive Manufacturing: Considerations for Powder Metals - OMTEC 2017Additive Manufacturing: Considerations for Powder Metals - OMTEC 2017
Additive Manufacturing: Considerations for Powder Metals - OMTEC 2017April Bright
 
3F Contract Manufacturing
3F Contract Manufacturing3F Contract Manufacturing
3F Contract Manufacturingwlskas
 
FDA Design Controls: What Medical Device Makers Need to Know
FDA Design Controls: What Medical Device Makers Need to KnowFDA Design Controls: What Medical Device Makers Need to Know
FDA Design Controls: What Medical Device Makers Need to KnowGreenlight Guru
 
Design and development of medical device
Design and development of medical deviceDesign and development of medical device
Design and development of medical deviceMalesh M
 
Software as a Medical Device (SaMD) Challenges and Opportunities for 2021 and...
Software as a Medical Device (SaMD) Challenges and Opportunities for 2021 and...Software as a Medical Device (SaMD) Challenges and Opportunities for 2021 and...
Software as a Medical Device (SaMD) Challenges and Opportunities for 2021 and...Greenlight Guru
 

What's hot (20)

Avoid Post-M&A Supply Chain Surprises - OMTEC 2017
Avoid Post-M&A Supply Chain Surprises - OMTEC 2017Avoid Post-M&A Supply Chain Surprises - OMTEC 2017
Avoid Post-M&A Supply Chain Surprises - OMTEC 2017
 
Additive Manufacturing - Powder Considerations Rapid Fire - OMTEC 2018
Additive Manufacturing - Powder Considerations Rapid Fire - OMTEC 2018Additive Manufacturing - Powder Considerations Rapid Fire - OMTEC 2018
Additive Manufacturing - Powder Considerations Rapid Fire - OMTEC 2018
 
Analyze and Optimize Your Supply Chain Operations for Higher Performance - OM...
Analyze and Optimize Your Supply Chain Operations for Higher Performance - OM...Analyze and Optimize Your Supply Chain Operations for Higher Performance - OM...
Analyze and Optimize Your Supply Chain Operations for Higher Performance - OM...
 
FDA Update and Q&A: UDI
FDA Update and Q&A: UDIFDA Update and Q&A: UDI
FDA Update and Q&A: UDI
 
QMS Effectiveness: Tracking and Trending Quality Data - OMTEC 2017
QMS Effectiveness: Tracking and Trending Quality Data - OMTEC 2017QMS Effectiveness: Tracking and Trending Quality Data - OMTEC 2017
QMS Effectiveness: Tracking and Trending Quality Data - OMTEC 2017
 
Designing safety critical medical devices
Designing safety critical medical devicesDesigning safety critical medical devices
Designing safety critical medical devices
 
Additive Manufacturing - Mechanical Test Methods - OMTEC 2018
Additive Manufacturing - Mechanical Test Methods - OMTEC 2018Additive Manufacturing - Mechanical Test Methods - OMTEC 2018
Additive Manufacturing - Mechanical Test Methods - OMTEC 2018
 
Medical Device Development - Concept to Commercialization | Jahnavi Lokre | L...
Medical Device Development - Concept to Commercialization | Jahnavi Lokre | L...Medical Device Development - Concept to Commercialization | Jahnavi Lokre | L...
Medical Device Development - Concept to Commercialization | Jahnavi Lokre | L...
 
How Design Controls & Risk Management Best Practices Reduce Customer Complain...
How Design Controls & Risk Management Best Practices Reduce Customer Complain...How Design Controls & Risk Management Best Practices Reduce Customer Complain...
How Design Controls & Risk Management Best Practices Reduce Customer Complain...
 
Epitome Corporate PPT
Epitome Corporate PPTEpitome Corporate PPT
Epitome Corporate PPT
 
FDA's Case for Quality: What, Why, and How? Changing the Regulatory Paradigm
FDA's Case for Quality: What, Why, and How? Changing the Regulatory ParadigmFDA's Case for Quality: What, Why, and How? Changing the Regulatory Paradigm
FDA's Case for Quality: What, Why, and How? Changing the Regulatory Paradigm
 
FDA Expectations for Traceability in Device & Diagnostic Design
FDA Expectations for Traceability in Device & Diagnostic DesignFDA Expectations for Traceability in Device & Diagnostic Design
FDA Expectations for Traceability in Device & Diagnostic Design
 
La bi tec gmbh - product pipeline analysis
La bi tec gmbh - product pipeline analysisLa bi tec gmbh - product pipeline analysis
La bi tec gmbh - product pipeline analysis
 
Additive Manufacturing: Considerations for Powder Metals - OMTEC 2017
Additive Manufacturing: Considerations for Powder Metals - OMTEC 2017Additive Manufacturing: Considerations for Powder Metals - OMTEC 2017
Additive Manufacturing: Considerations for Powder Metals - OMTEC 2017
 
The Medical Device Milestone Map
The Medical Device Milestone MapThe Medical Device Milestone Map
The Medical Device Milestone Map
 
3F Contract Manufacturing
3F Contract Manufacturing3F Contract Manufacturing
3F Contract Manufacturing
 
FDA Design Controls: What Medical Device Makers Need to Know
FDA Design Controls: What Medical Device Makers Need to KnowFDA Design Controls: What Medical Device Makers Need to Know
FDA Design Controls: What Medical Device Makers Need to Know
 
Design and development of medical device
Design and development of medical deviceDesign and development of medical device
Design and development of medical device
 
DCN Company Profile 2015
DCN Company Profile 2015DCN Company Profile 2015
DCN Company Profile 2015
 
Software as a Medical Device (SaMD) Challenges and Opportunities for 2021 and...
Software as a Medical Device (SaMD) Challenges and Opportunities for 2021 and...Software as a Medical Device (SaMD) Challenges and Opportunities for 2021 and...
Software as a Medical Device (SaMD) Challenges and Opportunities for 2021 and...
 

Similar to Leveraging Data to Develop, Execute and Exceed the Expectations of Your Regulatory Strategy - OMTEC 2018

The Minute: Volume 11 Issue 1 - Winter 2011
The Minute: Volume 11 Issue 1 - Winter 2011The Minute: Volume 11 Issue 1 - Winter 2011
The Minute: Volume 11 Issue 1 - Winter 2011The MarkeTech Group
 
medical regulation.pdf
medical regulation.pdfmedical regulation.pdf
medical regulation.pdfssuser0e9b33
 
Nichols-Scott-Kite-Pharma-2023.pdf
Nichols-Scott-Kite-Pharma-2023.pdfNichols-Scott-Kite-Pharma-2023.pdf
Nichols-Scott-Kite-Pharma-2023.pdfRichardShi22
 
Predicting Drug Candidates Safety : the Role and Usage of Knowledge Bases
Predicting Drug Candidates Safety : the Role and Usage of Knowledge BasesPredicting Drug Candidates Safety : the Role and Usage of Knowledge Bases
Predicting Drug Candidates Safety : the Role and Usage of Knowledge BasesAureus Sciences
 
Predictive in vitro & in silico Methods for Precision Medicine- Robert G. Hun...
Predictive in vitro & in silico Methods for Precision Medicine- Robert G. Hun...Predictive in vitro & in silico Methods for Precision Medicine- Robert G. Hun...
Predictive in vitro & in silico Methods for Precision Medicine- Robert G. Hun...RobertGHunter
 
Postmarket Surveillance Medical Devices
Postmarket Surveillance   Medical DevicesPostmarket Surveillance   Medical Devices
Postmarket Surveillance Medical DevicesJacobe2008
 
Managing Reliability Expectations & Warranty Costs in Medical Electronics
Managing Reliability Expectations & Warranty Costs in Medical ElectronicsManaging Reliability Expectations & Warranty Costs in Medical Electronics
Managing Reliability Expectations & Warranty Costs in Medical ElectronicsCheryl Tulkoff
 
Article IVD March 2006
Article IVD March 2006Article IVD March 2006
Article IVD March 2006Fabrice Sultan
 
Implementing Agile in an FDA Regulated Environment
Implementing Agile in an FDA Regulated EnvironmentImplementing Agile in an FDA Regulated Environment
Implementing Agile in an FDA Regulated EnvironmentTechWell
 
Challenges and Opportunities Around Integration of Clinical Trials Data
Challenges and Opportunities Around Integration of Clinical Trials DataChallenges and Opportunities Around Integration of Clinical Trials Data
Challenges and Opportunities Around Integration of Clinical Trials DataCitiusTech
 
Personalized medicine-genetic-diagnostics-technologies
Personalized medicine-genetic-diagnostics-technologiesPersonalized medicine-genetic-diagnostics-technologies
Personalized medicine-genetic-diagnostics-technologiescancerdrg
 
Elexes medical consulting webinar- 510(k) Submissions
Elexes medical consulting webinar- 510(k) SubmissionsElexes medical consulting webinar- 510(k) Submissions
Elexes medical consulting webinar- 510(k) SubmissionsJenniferGantt
 
Comparative Effectiveness
Comparative EffectivenessComparative Effectiveness
Comparative EffectivenessBhumika Sharma
 
Roundup of This Year's AACC Meeting in Atlanta
Roundup of This Year's AACC Meeting in AtlantaRoundup of This Year's AACC Meeting in Atlanta
Roundup of This Year's AACC Meeting in AtlantaBruce Carlson
 
2011 October - PCT News Discovery Starts With Sample Preparation
2011 October - PCT News Discovery Starts With Sample Preparation2011 October - PCT News Discovery Starts With Sample Preparation
2011 October - PCT News Discovery Starts With Sample PreparationPressure BioSciences, Inc.
 
Medvantage Tech Overview
Medvantage Tech OverviewMedvantage Tech Overview
Medvantage Tech Overviewezitizer
 
Dismantling Barriers to Adaptive Design Adoption to Be Key Theme of Pre-Disru...
Dismantling Barriers to Adaptive Design Adoption to Be Key Theme of Pre-Disru...Dismantling Barriers to Adaptive Design Adoption to Be Key Theme of Pre-Disru...
Dismantling Barriers to Adaptive Design Adoption to Be Key Theme of Pre-Disru...ConferenceForum
 

Similar to Leveraging Data to Develop, Execute and Exceed the Expectations of Your Regulatory Strategy - OMTEC 2018 (20)

The Minute: Volume 11 Issue 1 - Winter 2011
The Minute: Volume 11 Issue 1 - Winter 2011The Minute: Volume 11 Issue 1 - Winter 2011
The Minute: Volume 11 Issue 1 - Winter 2011
 
medical regulation.pdf
medical regulation.pdfmedical regulation.pdf
medical regulation.pdf
 
Nichols-Scott-Kite-Pharma-2023.pdf
Nichols-Scott-Kite-Pharma-2023.pdfNichols-Scott-Kite-Pharma-2023.pdf
Nichols-Scott-Kite-Pharma-2023.pdf
 
Predicting Drug Candidates Safety : the Role and Usage of Knowledge Bases
Predicting Drug Candidates Safety : the Role and Usage of Knowledge BasesPredicting Drug Candidates Safety : the Role and Usage of Knowledge Bases
Predicting Drug Candidates Safety : the Role and Usage of Knowledge Bases
 
Predictive in vitro & in silico Methods for Precision Medicine- Robert G. Hun...
Predictive in vitro & in silico Methods for Precision Medicine- Robert G. Hun...Predictive in vitro & in silico Methods for Precision Medicine- Robert G. Hun...
Predictive in vitro & in silico Methods for Precision Medicine- Robert G. Hun...
 
Postmarket Surveillance Medical Devices
Postmarket Surveillance   Medical DevicesPostmarket Surveillance   Medical Devices
Postmarket Surveillance Medical Devices
 
Managing Reliability Expectations & Warranty Costs in Medical Electronics
Managing Reliability Expectations & Warranty Costs in Medical ElectronicsManaging Reliability Expectations & Warranty Costs in Medical Electronics
Managing Reliability Expectations & Warranty Costs in Medical Electronics
 
Article IVD March 2006
Article IVD March 2006Article IVD March 2006
Article IVD March 2006
 
Implementing Agile in an FDA Regulated Environment
Implementing Agile in an FDA Regulated EnvironmentImplementing Agile in an FDA Regulated Environment
Implementing Agile in an FDA Regulated Environment
 
Nesher Tech I-Corps@NIH 121014
Nesher Tech I-Corps@NIH 121014Nesher Tech I-Corps@NIH 121014
Nesher Tech I-Corps@NIH 121014
 
PBIO Investor Presentation
PBIO Investor PresentationPBIO Investor Presentation
PBIO Investor Presentation
 
Challenges and Opportunities Around Integration of Clinical Trials Data
Challenges and Opportunities Around Integration of Clinical Trials DataChallenges and Opportunities Around Integration of Clinical Trials Data
Challenges and Opportunities Around Integration of Clinical Trials Data
 
Personalized medicine-genetic-diagnostics-technologies
Personalized medicine-genetic-diagnostics-technologiesPersonalized medicine-genetic-diagnostics-technologies
Personalized medicine-genetic-diagnostics-technologies
 
Elexes medical consulting webinar- 510(k) Submissions
Elexes medical consulting webinar- 510(k) SubmissionsElexes medical consulting webinar- 510(k) Submissions
Elexes medical consulting webinar- 510(k) Submissions
 
Comparative Effectiveness
Comparative EffectivenessComparative Effectiveness
Comparative Effectiveness
 
Roundup of This Year's AACC Meeting in Atlanta
Roundup of This Year's AACC Meeting in AtlantaRoundup of This Year's AACC Meeting in Atlanta
Roundup of This Year's AACC Meeting in Atlanta
 
2011 October - PCT News Discovery Starts With Sample Preparation
2011 October - PCT News Discovery Starts With Sample Preparation2011 October - PCT News Discovery Starts With Sample Preparation
2011 October - PCT News Discovery Starts With Sample Preparation
 
Medvantage Tech Overview
Medvantage Tech OverviewMedvantage Tech Overview
Medvantage Tech Overview
 
Multiplex
MultiplexMultiplex
Multiplex
 
Dismantling Barriers to Adaptive Design Adoption to Be Key Theme of Pre-Disru...
Dismantling Barriers to Adaptive Design Adoption to Be Key Theme of Pre-Disru...Dismantling Barriers to Adaptive Design Adoption to Be Key Theme of Pre-Disru...
Dismantling Barriers to Adaptive Design Adoption to Be Key Theme of Pre-Disru...
 

More from April Bright

The Future of Digital Health and Wearables in Orthopedicsrables
The Future of Digital Health and Wearables in OrthopedicsrablesThe Future of Digital Health and Wearables in Orthopedicsrables
The Future of Digital Health and Wearables in OrthopedicsrablesApril Bright
 
The Future of Personalized Implants in Joint Replacement: Additive, Robotics,...
The Future of Personalized Implants in Joint Replacement: Additive, Robotics,...The Future of Personalized Implants in Joint Replacement: Additive, Robotics,...
The Future of Personalized Implants in Joint Replacement: Additive, Robotics,...April Bright
 
Innovation in Orthopedics: Surgeon Perspectives
Innovation in Orthopedics:  Surgeon PerspectivesInnovation in Orthopedics:  Surgeon Perspectives
Innovation in Orthopedics: Surgeon PerspectivesApril Bright
 
Antimicrobial Coatings: The Research and Regulatory Perspective
Antimicrobial Coatings: The Research and Regulatory PerspectiveAntimicrobial Coatings: The Research and Regulatory Perspective
Antimicrobial Coatings: The Research and Regulatory PerspectiveApril Bright
 
Leverage These Effective Communication Skills to Get Your Message Across
Leverage These Effective Communication Skills to Get Your Message AcrossLeverage These Effective Communication Skills to Get Your Message Across
Leverage These Effective Communication Skills to Get Your Message AcrossApril Bright
 
Joint Replacement: The Current and Future Impact of Coatings
Joint Replacement: The Current and Future Impact of CoatingsJoint Replacement: The Current and Future Impact of Coatings
Joint Replacement: The Current and Future Impact of CoatingsApril Bright
 
Engineers: Practical Application of Project Management Principles
Engineers: Practical Application of Project Management PrinciplesEngineers: Practical Application of Project Management Principles
Engineers: Practical Application of Project Management PrinciplesApril Bright
 
The Future of Orthobiologics in Trauma Procedures
The Future of Orthobiologics in Trauma ProceduresThe Future of Orthobiologics in Trauma Procedures
The Future of Orthobiologics in Trauma ProceduresApril Bright
 
Spine Implants: Porous Coatings vs. Porous Materials vs. Additive Manufacturing
Spine Implants:  Porous Coatings vs. Porous Materials vs. Additive ManufacturingSpine Implants:  Porous Coatings vs. Porous Materials vs. Additive Manufacturing
Spine Implants: Porous Coatings vs. Porous Materials vs. Additive ManufacturingApril Bright
 
How to Influence People: The Value of Employee Engagement
How to Influence People: The Value of Employee EngagementHow to Influence People: The Value of Employee Engagement
How to Influence People: The Value of Employee EngagementApril Bright
 
Real-World Evidence: The Future of Data Generation and Usage
Real-World Evidence: The Future of Data Generation and UsageReal-World Evidence: The Future of Data Generation and Usage
Real-World Evidence: The Future of Data Generation and UsageApril Bright
 
Orthopedic Coatings: Predictions for 2025
Orthopedic Coatings: Predictions for 2025Orthopedic Coatings: Predictions for 2025
Orthopedic Coatings: Predictions for 2025April Bright
 
Engineers: Apply Automation to Increase Quality, Speed to Market
Engineers: Apply Automation to Increase Quality, Speed to MarketEngineers: Apply Automation to Increase Quality, Speed to Market
Engineers: Apply Automation to Increase Quality, Speed to MarketApril Bright
 
Unique Device Identification: Manufacturer, Hospital and Global Implications
Unique Device Identification: Manufacturer, Hospital and Global ImplicationsUnique Device Identification: Manufacturer, Hospital and Global Implications
Unique Device Identification: Manufacturer, Hospital and Global ImplicationsApril Bright
 
EU MDR Preparation: Seize the Market Opportunity and Avoid the Bottleneck
EU MDR Preparation: Seize the Market Opportunity and Avoid the BottleneckEU MDR Preparation: Seize the Market Opportunity and Avoid the Bottleneck
EU MDR Preparation: Seize the Market Opportunity and Avoid the BottleneckApril Bright
 
Maximizing Use of Your Supplier Scorecard - OMTEC 2018
Maximizing Use of Your Supplier Scorecard - OMTEC 2018Maximizing Use of Your Supplier Scorecard - OMTEC 2018
Maximizing Use of Your Supplier Scorecard - OMTEC 2018April Bright
 
Considerations for Your Minimally Invasive Device - OMTEC 2018
Considerations for Your Minimally Invasive Device - OMTEC 2018Considerations for Your Minimally Invasive Device - OMTEC 2018
Considerations for Your Minimally Invasive Device - OMTEC 2018April Bright
 
Vital QMS Process Validation Statistics - OMTEC 2018
Vital QMS Process Validation Statistics - OMTEC 2018Vital QMS Process Validation Statistics - OMTEC 2018
Vital QMS Process Validation Statistics - OMTEC 2018April Bright
 
Additive Manufacturing - Cleaning: Guidance for Removing Residual Powders - O...
Additive Manufacturing - Cleaning: Guidance for Removing Residual Powders - O...Additive Manufacturing - Cleaning: Guidance for Removing Residual Powders - O...
Additive Manufacturing - Cleaning: Guidance for Removing Residual Powders - O...April Bright
 
Coatings: The Power of Bone Integration to Aid Recovery - OMTEC 2018
Coatings: The Power of Bone Integration to Aid Recovery - OMTEC 2018Coatings: The Power of Bone Integration to Aid Recovery - OMTEC 2018
Coatings: The Power of Bone Integration to Aid Recovery - OMTEC 2018April Bright
 

More from April Bright (20)

The Future of Digital Health and Wearables in Orthopedicsrables
The Future of Digital Health and Wearables in OrthopedicsrablesThe Future of Digital Health and Wearables in Orthopedicsrables
The Future of Digital Health and Wearables in Orthopedicsrables
 
The Future of Personalized Implants in Joint Replacement: Additive, Robotics,...
The Future of Personalized Implants in Joint Replacement: Additive, Robotics,...The Future of Personalized Implants in Joint Replacement: Additive, Robotics,...
The Future of Personalized Implants in Joint Replacement: Additive, Robotics,...
 
Innovation in Orthopedics: Surgeon Perspectives
Innovation in Orthopedics:  Surgeon PerspectivesInnovation in Orthopedics:  Surgeon Perspectives
Innovation in Orthopedics: Surgeon Perspectives
 
Antimicrobial Coatings: The Research and Regulatory Perspective
Antimicrobial Coatings: The Research and Regulatory PerspectiveAntimicrobial Coatings: The Research and Regulatory Perspective
Antimicrobial Coatings: The Research and Regulatory Perspective
 
Leverage These Effective Communication Skills to Get Your Message Across
Leverage These Effective Communication Skills to Get Your Message AcrossLeverage These Effective Communication Skills to Get Your Message Across
Leverage These Effective Communication Skills to Get Your Message Across
 
Joint Replacement: The Current and Future Impact of Coatings
Joint Replacement: The Current and Future Impact of CoatingsJoint Replacement: The Current and Future Impact of Coatings
Joint Replacement: The Current and Future Impact of Coatings
 
Engineers: Practical Application of Project Management Principles
Engineers: Practical Application of Project Management PrinciplesEngineers: Practical Application of Project Management Principles
Engineers: Practical Application of Project Management Principles
 
The Future of Orthobiologics in Trauma Procedures
The Future of Orthobiologics in Trauma ProceduresThe Future of Orthobiologics in Trauma Procedures
The Future of Orthobiologics in Trauma Procedures
 
Spine Implants: Porous Coatings vs. Porous Materials vs. Additive Manufacturing
Spine Implants:  Porous Coatings vs. Porous Materials vs. Additive ManufacturingSpine Implants:  Porous Coatings vs. Porous Materials vs. Additive Manufacturing
Spine Implants: Porous Coatings vs. Porous Materials vs. Additive Manufacturing
 
How to Influence People: The Value of Employee Engagement
How to Influence People: The Value of Employee EngagementHow to Influence People: The Value of Employee Engagement
How to Influence People: The Value of Employee Engagement
 
Real-World Evidence: The Future of Data Generation and Usage
Real-World Evidence: The Future of Data Generation and UsageReal-World Evidence: The Future of Data Generation and Usage
Real-World Evidence: The Future of Data Generation and Usage
 
Orthopedic Coatings: Predictions for 2025
Orthopedic Coatings: Predictions for 2025Orthopedic Coatings: Predictions for 2025
Orthopedic Coatings: Predictions for 2025
 
Engineers: Apply Automation to Increase Quality, Speed to Market
Engineers: Apply Automation to Increase Quality, Speed to MarketEngineers: Apply Automation to Increase Quality, Speed to Market
Engineers: Apply Automation to Increase Quality, Speed to Market
 
Unique Device Identification: Manufacturer, Hospital and Global Implications
Unique Device Identification: Manufacturer, Hospital and Global ImplicationsUnique Device Identification: Manufacturer, Hospital and Global Implications
Unique Device Identification: Manufacturer, Hospital and Global Implications
 
EU MDR Preparation: Seize the Market Opportunity and Avoid the Bottleneck
EU MDR Preparation: Seize the Market Opportunity and Avoid the BottleneckEU MDR Preparation: Seize the Market Opportunity and Avoid the Bottleneck
EU MDR Preparation: Seize the Market Opportunity and Avoid the Bottleneck
 
Maximizing Use of Your Supplier Scorecard - OMTEC 2018
Maximizing Use of Your Supplier Scorecard - OMTEC 2018Maximizing Use of Your Supplier Scorecard - OMTEC 2018
Maximizing Use of Your Supplier Scorecard - OMTEC 2018
 
Considerations for Your Minimally Invasive Device - OMTEC 2018
Considerations for Your Minimally Invasive Device - OMTEC 2018Considerations for Your Minimally Invasive Device - OMTEC 2018
Considerations for Your Minimally Invasive Device - OMTEC 2018
 
Vital QMS Process Validation Statistics - OMTEC 2018
Vital QMS Process Validation Statistics - OMTEC 2018Vital QMS Process Validation Statistics - OMTEC 2018
Vital QMS Process Validation Statistics - OMTEC 2018
 
Additive Manufacturing - Cleaning: Guidance for Removing Residual Powders - O...
Additive Manufacturing - Cleaning: Guidance for Removing Residual Powders - O...Additive Manufacturing - Cleaning: Guidance for Removing Residual Powders - O...
Additive Manufacturing - Cleaning: Guidance for Removing Residual Powders - O...
 
Coatings: The Power of Bone Integration to Aid Recovery - OMTEC 2018
Coatings: The Power of Bone Integration to Aid Recovery - OMTEC 2018Coatings: The Power of Bone Integration to Aid Recovery - OMTEC 2018
Coatings: The Power of Bone Integration to Aid Recovery - OMTEC 2018
 

Recently uploaded

办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degreeyuu sss
 
1:1定制(UQ毕业证)昆士兰大学毕业证成绩单修改留信学历认证原版一模一样
1:1定制(UQ毕业证)昆士兰大学毕业证成绩单修改留信学历认证原版一模一样1:1定制(UQ毕业证)昆士兰大学毕业证成绩单修改留信学历认证原版一模一样
1:1定制(UQ毕业证)昆士兰大学毕业证成绩单修改留信学历认证原版一模一样vhwb25kk
 
9654467111 Call Girls In Munirka Hotel And Home Service
9654467111 Call Girls In Munirka Hotel And Home Service9654467111 Call Girls In Munirka Hotel And Home Service
9654467111 Call Girls In Munirka Hotel And Home ServiceSapana Sha
 
Customer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptxCustomer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptxEmmanuel Dauda
 
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptxEMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptxthyngster
 
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degreeyuu sss
 
办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一
办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一
办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一F sss
 
Call Girls In Dwarka 9654467111 Escorts Service
Call Girls In Dwarka 9654467111 Escorts ServiceCall Girls In Dwarka 9654467111 Escorts Service
Call Girls In Dwarka 9654467111 Escorts ServiceSapana Sha
 
04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationships04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationshipsccctableauusergroup
 
How we prevented account sharing with MFA
How we prevented account sharing with MFAHow we prevented account sharing with MFA
How we prevented account sharing with MFAAndrei Kaleshka
 
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一办理学位证纽约大学毕业证(NYU毕业证书)原版一比一
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一fhwihughh
 
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...soniya singh
 
RadioAdProWritingCinderellabyButleri.pdf
RadioAdProWritingCinderellabyButleri.pdfRadioAdProWritingCinderellabyButleri.pdf
RadioAdProWritingCinderellabyButleri.pdfgstagge
 
办理(UWIC毕业证书)英国卡迪夫城市大学毕业证成绩单原版一比一
办理(UWIC毕业证书)英国卡迪夫城市大学毕业证成绩单原版一比一办理(UWIC毕业证书)英国卡迪夫城市大学毕业证成绩单原版一比一
办理(UWIC毕业证书)英国卡迪夫城市大学毕业证成绩单原版一比一F La
 
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdfKantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdfSocial Samosa
 
Top 5 Best Data Analytics Courses In Queens
Top 5 Best Data Analytics Courses In QueensTop 5 Best Data Analytics Courses In Queens
Top 5 Best Data Analytics Courses In Queensdataanalyticsqueen03
 
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档208367051
 
DBA Basics: Getting Started with Performance Tuning.pdf
DBA Basics: Getting Started with Performance Tuning.pdfDBA Basics: Getting Started with Performance Tuning.pdf
DBA Basics: Getting Started with Performance Tuning.pdfJohn Sterrett
 

Recently uploaded (20)

办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
 
1:1定制(UQ毕业证)昆士兰大学毕业证成绩单修改留信学历认证原版一模一样
1:1定制(UQ毕业证)昆士兰大学毕业证成绩单修改留信学历认证原版一模一样1:1定制(UQ毕业证)昆士兰大学毕业证成绩单修改留信学历认证原版一模一样
1:1定制(UQ毕业证)昆士兰大学毕业证成绩单修改留信学历认证原版一模一样
 
9654467111 Call Girls In Munirka Hotel And Home Service
9654467111 Call Girls In Munirka Hotel And Home Service9654467111 Call Girls In Munirka Hotel And Home Service
9654467111 Call Girls In Munirka Hotel And Home Service
 
Customer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptxCustomer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptx
 
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptxEMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
 
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
 
办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一
办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一
办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一
 
Call Girls In Dwarka 9654467111 Escorts Service
Call Girls In Dwarka 9654467111 Escorts ServiceCall Girls In Dwarka 9654467111 Escorts Service
Call Girls In Dwarka 9654467111 Escorts Service
 
04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationships04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationships
 
How we prevented account sharing with MFA
How we prevented account sharing with MFAHow we prevented account sharing with MFA
How we prevented account sharing with MFA
 
E-Commerce Order PredictionShraddha Kamble.pptx
E-Commerce Order PredictionShraddha Kamble.pptxE-Commerce Order PredictionShraddha Kamble.pptx
E-Commerce Order PredictionShraddha Kamble.pptx
 
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一办理学位证纽约大学毕业证(NYU毕业证书)原版一比一
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一
 
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...
 
RadioAdProWritingCinderellabyButleri.pdf
RadioAdProWritingCinderellabyButleri.pdfRadioAdProWritingCinderellabyButleri.pdf
RadioAdProWritingCinderellabyButleri.pdf
 
办理(UWIC毕业证书)英国卡迪夫城市大学毕业证成绩单原版一比一
办理(UWIC毕业证书)英国卡迪夫城市大学毕业证成绩单原版一比一办理(UWIC毕业证书)英国卡迪夫城市大学毕业证成绩单原版一比一
办理(UWIC毕业证书)英国卡迪夫城市大学毕业证成绩单原版一比一
 
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdfKantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
 
Top 5 Best Data Analytics Courses In Queens
Top 5 Best Data Analytics Courses In QueensTop 5 Best Data Analytics Courses In Queens
Top 5 Best Data Analytics Courses In Queens
 
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档
 
Call Girls in Saket 99530🔝 56974 Escort Service
Call Girls in Saket 99530🔝 56974 Escort ServiceCall Girls in Saket 99530🔝 56974 Escort Service
Call Girls in Saket 99530🔝 56974 Escort Service
 
DBA Basics: Getting Started with Performance Tuning.pdf
DBA Basics: Getting Started with Performance Tuning.pdfDBA Basics: Getting Started with Performance Tuning.pdf
DBA Basics: Getting Started with Performance Tuning.pdf
 

Leveraging Data to Develop, Execute and Exceed the Expectations of Your Regulatory Strategy - OMTEC 2018

  • 1.
  • 2. Leveraging Data to Develop, Execute, and Exceed Expectations of Your Regulatory Strategy OMTEC 2018, Chicago, IL USA Robert A Poggie, PhD President, BioVera Inc. Notre-Dame-de-L’Ile-Perrot Quebec, Canada
  • 3. About the Instructor…(Robert A Poggie, PhD) 3  BE mechanical Engineering, MS and PhD in Materials Science & Engineering, Vanderbilt University  Tribology, surface chemistry, metallurgy, mechanical testing…  Employers, large and small companies in orthopaedics  S&N, Zimmer, Implex, Pipeline Orthopaedics  Self employed since 2009, BioVera Inc.  FDA regulatory work dominates time, including development and management of testing; biomaterials expertise  Current clients include Bodycad, AmorChem, NextStep Arthropedix, Biedermann-Motech, Bio-Gate, Acuitive Technologies, AGelity (HSS)… BioVera, Inc. Integrity Expertise Results
  • 4. Introduction 4 Leveraging Regulatorily Required Data (homegrown and published)  Maximizing claims / statements in marketing application  Scientific and conference publications  Feedback for improved and new products Develop Regulatory Strategy  Rough to detailed plans, metrics, target criteria (‘success’) Execute Regulatory Strategy  Supporting application through to clearance / approval Exceed Expectations = Leveraging as above BioVera, Inc. Integrity Expertise Results
  • 5. Outline 5  Background  Identifying and using data in FDA submissions  FDA and ISO data requirements for new devices  Industry white papers, top journals, conference abstracts  Establishing substantial equivalence with data  Predicate and reference devices; IFU is ‘king’  Case examples  Reducing risks and increasing efficiency to market  Q&A, discussion, open-forum BioVera, Inc. Integrity Expertise Results
  • 6. Regulatory Trend, 25 Years 6  Continuously increasing regulations of all devices  Continuously increasing number of required tests  Dramatic increase in consensus standards for pre-clinical tests  Increasing demand for clinical data; especially Europe in 2017  Increasing sophistication of test methods (FEA, sims, wear…)  And in turn cost of regulatory testing has sky rocketed…  Validations of processes and performance  W/r to design specifications and planned surgery  Sterility, cleaning of reusable insts, endotoxins, biocompatibility…  Statistical significance (more devices tested; higher cost of test) BioVera, Inc. Integrity Expertise Results
  • 7. Regulatory Trend, Today’s News 7 April 2017: European Union issues new medical device regulations (MDRs); 10-fold increase in text  Class 2b required to have significantly more clinical evidence to obtain and maintain CE Mark  Clinical = published scientific data on similar devices, company’s own clinical data, or new clinical trial data  Class 2b products often treated as class 3 products  Rigorous requirements for post market surveillance  Clinical outcomes and AEs  Significantly higher barrier (cost and time) to market for new devices and devices with minor differences  Fewer ‘me-too’ products = higher cost, fewer new products BioVera, Inc. Integrity Expertise Results
  • 8. Cause and Effect 8 NewCo desires CE Mark for cementless hip in EU  < 2017, Technical file + clinical literature data for safety  2017 / 2020, Clinical data required, 1 or 2 years fu for between 30 and 60 patients; RSA possible  Effect – Fewer NewCo class 2 products in Europe NewCo wants CE Mark for resorbable ACL device  < 2017 and currently, class 3 high risk device requires clinical trial; 60 to 65 patients, RCT, 2 year fu, PMS  Effect – No change in EU and USA companies strategy for class 3 devices; lower cost barrier to large marketBioVera, Inc. Integrity Expertise Results
  • 9. Test Plan (for data for pre-sub and application) 9 First-Order Items to Define and Search  Identify the FDA regulation # and product code  Identify and obtain FDA Guidance Documents (if any) – and draft list of data required for regulatory application.  Identify and obtain consensus test standards (e.g. ASTM, ISO) that govern performance testing  Identify predicate devices and obtain 510k) summaries or PMA documents  Scientific literature using key words regarding your product and performance tests of interest  Company websites for technical / white papers BioVera, Inc. Integrity Expertise Results
  • 10. FDA Links 10  FDA (class 3, 510(k)s, PMAs, guidance dox, etc…)  https://www.fda.gov/MedicalDevices/DeviceRegulation andGuidance/Overview/ClassifyYourDevice/default.ht mhttps://www.fda.gov/MedicalDevices/default.htm  https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cf pmn/pmn.cfm  https://www.fda.gov/MedicalDevices/ProductsandMedi calProcedures/DeviceApprovalsandClearances/PMAAp provals/default.htm  https://www.fda.gov/RegulatoryInformation/Guidances /default.htm BioVera, Inc. Integrity Expertise Results
  • 11. Guidance Document Examples 11 BioVera, Inc. Integrity Expertise Results
  • 14. 510(k) Summary Examples 14  Arthrex – Vitamin E UHMWPE, using existing data for new products with common materials.  Zimmer – Vivacit UHMWPE and control data; data aids in planning tests, supporting ‘control’ data for similar products (and IFU).  PorOsteon – Functional animal data for cervical fusion in sheep; data useful for planning tests and for control data (PEEK and porous metal devices) BioVera, Inc. Integrity Expertise Results
  • 15. Leveraging Data: Arthrex Example 15 Applicability of data for x-linked, vit. E tibial insert for TKR to subsequent uni tibial insert BioVera, Inc. Integrity Expertise Results Tens of thousands / 100K $$ and months saved in using poly insert data from TKR to UKR systems.
  • 16. How Was This Possible? 16  UKA and TKA have similar kinematics for a given compartment (lateral, medial)  Arthrex likely has same or very similar articulation design for the femoral and tibial surfaces  Therefore, contact mechanics about the same  Tribology about the same  FDA may have required proof via additional contact area and stress maps for both products BioVera, Inc. Integrity Expertise Results
  • 17. Leveraging Data: Zimmer K120370 17 BioVera, Inc. Integrity Expertise Results 11 performance claims (Vivacit poly) with supporting data!  Mechanical properties (tensile, small punch, lzod, Crack Propagation), physical and chemical characterization (Oxidation Index, Compressive Modulus, Poisson's Ratio, Surface Roughness, Density, Melting Temperature, Degree of Crystallinity, Crosslink Density, Swell Ratio, Molecular Weight, Free Radicals, Vitamin E Elution and Extraction, Trans-vinylene Index…  From Claim #8 of 11: Predicate and subject data statements…
  • 18. Leveraging Data: PorOsteon K142041 18 BioVera, Inc. Integrity Expertise Results Histology, micro-CT, in-life radiography, CT, biomechanical evaluation of Phusion Metal Cervical Cage devices in the ovine model showed…  100% rate of fusion at 6 months (4 sheep, 2 devices/sheep),  Statistically equivalent fusion at 6 months to the control  Statistically significant, higher percentage of bone contact of the superior and inferior surfaces of devices at 4 and 6 months for Phusion Metal devices as compared to PEEK control devices (23.90% vs. 9.94% at 4 months; 56.09% vs. 27.31% at 6 months). Claims allowed in marketing literature. Claims useful for predicting and planning outcomes of functional modeling of cervical devices.
  • 19. Scientific Literature Links 19  PubMed https://www.ncbi.nlm.nih.gov/pubmed/  Google Scholar https://scholar.google.ca/  ClinicalTrials.gov https://clinicaltrials.gov/ Useful for planning clinical studies / trials Limited amount of data; sparse BioVera, Inc. Integrity Expertise Results
  • 20. Orthopaedic Journal Links 20  www.jbjs.org  https://www.arthroplastyjournal.org  http://tools.clinorthop.org/  https://www.arthroscopyjournal.org/  https://www.thespinejournalonline.com/  https://www.orthoworld.com/; https://ryortho.com/ Recommend that one or more people in your organization subscribe to the ‘best’ scientific journals, and at least one trade journal. BioVera, Inc. Integrity Expertise Results
  • 21. Scientific Literature Examples 21  Peck et. al. (FDA) Data gold mine for cervical fusion devices, no predicate testing needed for strength  Micheli et. al. Data for wear, oxidation, strength of tibial inserts; likely eliminates need for control  Mazzocca et. al. Data for tendon-ligament interference screws; four devices, methods, results; covers predicate BioVera, Inc. Integrity Expertise Results
  • 24. BioVera, Inc. Integrity Expertise Results Arthroscopy: The Journal of Arthroscopic and Related Surgery, Vol 21, No 11 (November), 2005: pp 1296-1306
  • 25. Judging Quality & Utility of Data 25  Is IFU statement for your product similar to that of the device with published data?  Methods and materials described in sufficient detail to replicate and/or explain differences?  Statistical significance of the data, or same sample numbers in 510(k) summaries or FDA guidance dox?  Consensus standards used? Where none exist, industry ‘norms’ for test methods?  Source from reputable journal or society conf.? BioVera, Inc. Integrity Expertise Results
  • 26. For years, device companies used the Central Limit Theorem (CLT) and its rule of thumb of 30 parts tested. Increasing tolerances and regulatory oversight are two reasons that CLT is no longer relative. For example, FDA now seeks a more analytical approach—justification—for choosing sample size. However, calculating an appropriate minimum sample size is one of the most difficult things to do and is an ongoing challenge for many of us. To complicate things further, a large number of journal articles are devoted to this subject, and their advice is often case-specific or discusses a new and unique way to determine a sample size, leaving us more confused than ever. I am not a statistician, and after reading a dozen or more articles, I’ve come to the conclusion that “everything depends on everything” when it comes to statistics. There are no simple answers. As an example, let’s say you want to determine the sample size if the standard deviation over time has been σ = 0.02 inches from the desired perfect length, but you’re willing to accept an error of 0.005 inches from that number for any given sample mean. Since we’re assuming normal distribution and we know probabilities vary from 0 to 1, the center of your bell curve is 0.5. Thus, you take 0.5 – 0.025 = 0.475 and look up Z = 1.96. Rearranging your equation to solve for n: Thus, for this one measurement, your sample size should be 62. The formula is very sensitive to E, and this is something that you have to decide based on your experience. Note that it’s not necessary to do this calculation for every variable. In fact, you should choose your worst case, most important variables and set the sample size based on them, as all of the other variables will require fewer samples. Practical Information Examining Methods to Determine Sample Sizes Posted in Legal, Clinical & Regulatory | December 05, 2017 | Comments (0) Tags: Editor's Choice, fda, validation, verification, testing, quality management, FDA By: Deborah Munro Reader Question: Larger companies have statisticians on staff to determine the minimum number of samples for given validation and verification (V&V) activities, but for folks who don’t use Minitab and don’t have an extensive stats background, are there guidelines to know the right amount of parts to test?
  • 27. Consensus Standards 27  ISO standards https://www.iso.org/standard/44908.html ISO stds findable via www search and purchase  ASTM https://www.astm.org/industry/health-care-and- medical-devices-standards.html Same story as ISO stds; lower cost w/r to ISO BioVera, Inc. Integrity Expertise Results
  • 28. Company Websites 28  www.arthrex.com  Example: https://www.arthrex.com/knee/biocomposite- interference-screws One of the white papers: BioComposite™ Interference Screws - A Stronger Turn in ACL/PCL Reconstruction Data to be used for planning regulatory path and tests; i.e. the strategy and tactics for FDA pre-sub and/or 510(k):  2 years animal data for Arthrex and DePuy screws  Torque in / out, strength of screws, Arthrex and DePuy  Solubility and cell tests for two materials… and more… BioVera, Inc. Integrity Expertise Results
  • 29. BioVera, Inc. Integrity Expertise Results Page 3 of BioComposite™ Interference Screws - A Stronger Turn in ACL/PCL Reconstruction Arthrex white paper Page 1 of Arthrex 7 mm x 23 mm BioComposite Interference Screw vs. DePuy Mitek 7 mm x 23 mm Milagro Screw. Arthrex white paper
  • 30. Case Examples Ankle Devices TMT Monoblock Cup Patient Specific Knee Device BioVera, Inc. Integrity Expertise Results
  • 31. Case Example: Ankle Replacement 31  Many 510(k)s  FDA website for PMA dox (includes clinicals) for several products cleared since the early 2000s  Robust literature  Well described tests finable on www BioVera, Inc. Integrity Expertise Results
  • 32. FDA Resources for Ankle Devices 32 FDA website and Google to start searches as...  https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/p mnsimplesearch.cfm  Type in “ankle”, order results from most recent, review 510(k) summary (class 2) for K171004.  On Google, type in “PMA for ankle replacement”  https://www.fda.gov/ohrms/dockets/ac/07/slides/2007- 4299s1-01.pdf  https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfPMA/p ma.cfm?id=P050050  https://www.accessdata.fda.gov/cdrh_docs/pdf5/P050050B.p df BioVera, Inc. Integrity Expertise Results
  • 33. Ankle Devices 33 Top Level Info of Importance…  2-part device is class 2  3-part device is class 3 (cementless and mobile bearing (STAR, p050050)  510(k) summary lists performance tests applicable to both class 2 and 3 devices  FDA guidance documents  ASTM and ISO consensus standards listed BioVera, Inc. Integrity Expertise Results
  • 34. From K171004… 34 BioVera, Inc. Integrity Expertise Results ASTM F2665-09 https://www.astm.org/Standards/F2665.htm FDA Guidance for plasma sprayed coatings… https://www.fda.gov/downloads/medicaldevices/ deviceregulationandguidance/guidancedocuments /ucm107699.pdf And more…
  • 35. From slide deck & p050050 doc. 35 BioVera, Inc. Integrity Expertise Results • Pre clinical testing information, wear testing details, and more... • Detailed information on clinical trial • IFU • Clinical measures, subjective, objective • Patient pop, Statistical methods https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfPMA/pma.c fm?id=P050050 https://pdfs.semanticscholar.org/presentation/b473/7bec3f721e2 7f3e813589d1c6e6ea45dd82f.pdf (slide deck)
  • 37. Case Example: Hedrocel (TM) Cup 37  Monoblock with UHMWPE direct-molded into porous tantalum shell (K964509)  Unique design & material; regulatory consultant advised that IDE-PMA was only path (R&D/we rejected advice)  Porous coated, metal backed, factory interference fit monoblock used as predicate (K932923).  Testing / Data Planning for Regulatory & Marketing  ORL ‘push-out and lever-out’ test data (and subcontract)  U Iowa FEA of 3D stress state of cup & bone  Basis for metrics in clinical outcomes studies (BMD; lysis) BioVera, Inc. Integrity Expertise Results
  • 38. BioVera, Inc. Integrity Expertise Results RA Poggie, R Cohen, RG Averill, "Characterization of Porous Tantalum Metal, Direct Compression Molded UHMWPE Junction", 44th ORS, March 16-19, 1998, pp 777. JD Bobyn, "UHMWPE: The Good, Bad, & Ugly; Fixation and Bearing Surfaces for the Next Millennium", Orthopaedics, Sep, 1999, Vol. 22 No 9, pp 810-812. DR Pedersen, TD Brown, RA Poggie, "Finite Element Analysis of Peri-Acetabular Stress of Cemented, Metal-Backed, and Porous Tantalum-Backed Acetabular Components”, The 45th Orthopaedic Research Society Meeting, Anaheim, CA, Feb 1-4, 1999. Alan S. Litsky, “Elimination of Cup-Liner Micromotion in Acetabular Components”, 25th Annual Transactions of the Society for Biomaterials Meeting, Providence, RI, 1999. JB Stiehl, Kenneth St. John, Richard Affilitto, Robert Poggie, ”The Trabecular Metal Monoblock Acetabular Cup Biomechanical Characterization & Hip Simulator Wear Results”, 68th Annual Meeting of the AAOS, Scientific Exhibit, Feb 28-Mar 4, 2001. David G. Lewallen, “Use of Porous Tantalum In Total Hip Arthroplasty”, Harvard Hip Course, Boston, MA, September 8-10, 2003. R Lewis, A Unger, TJ O’Keefe, “Monoblock Trabecular Metal Acetabulum: 2 to 5 Year Results”, Abstract and Poster, 70th AAOS, "New Orleans, LA", Feb. 5-9, 2003, poster 45 . T Gruen, A Hanssen, D Lewallen, et.al. “Radiographic Evaluation of a Monoblock Acetabular Component – A Multi-Center Study With 2 To 5 Year Results”, The Journal of Arthroplasty, Vol. 20, No. 3, April 2005, pp 369-378. George A. Macheras, et. al., “Survivorship of a Porous Tantalum Monoblock Acetabular Component in Primary Hip Arthroplasty With a Mean Follow-Up of 18 Years”, The Journal of Arthroplasty 32 (2017) 3680-3684.
  • 40. Case Example: Bodycad Uni-Knee 40  Patient specific Uni-Knee w/unique features. FDA deficiency letter stated clinical study likely necessary.  Unique Features: bone resection method; FEA-calculated contact area/stress for each implant; ancillary fixation on femur…  Planning, Literature, Data to establish substantial equivalence and in turn aid marketing  Bone Resection – Literature and homegrown data to establish SE of method and performance relative to perf reqs  Screw Fixation and Bodycad Software – Literature + homegrown data to establish similar or better accuracy of implant position  ORL + Biomechanics R&D for validation of Bodycad FEA of articulation contact data (Fuji film), and relative to ZUK BioVera, Inc. Integrity Expertise Results
  • 41. K163700, Summary 41 The results of testing showed:  The fatigue strength of the Bodycad UKS tibial and femoral components withstood worst case physiological loading.  ROM testing showed the Bodycad UKS to possess substantially equivalent motion characteristics as the predicate devices and reported in the scientific literature for UKA devices.  Comparison of the tibial and femoral articular surfaces of the Bodycad UKS to the predicate devices, and analyses of constraint, ROM, and contact stress/area of the Bodycad UKS, established substantial equivalence to the predicate devices.  The screw trajectories for the femur and tibia were within the envelope of bone and not at risk of perforation of bony surfaces. Evaluation and testing of femoral and tibial ancillary fixation in cadaver knees and Saw Bones demonstrated substantial equivalence to the predicate and reference devices.  The UHMWPE material used in the manufacture of the tibial inserts was found to be in conformance with ASTM F648.  Cadaver laboratory testing and evaluation of surgical fit to the plan (surgeon input and software) showed the implants to fit and surgery to be completed to the patient-specific, prescribed plan. The cadaver studies performed for the Bodycad UKS showed without exception that the patient specific implants and instruments to fit as planned by the surgeons and Bodycad software.  The single-use cutting guides met the performance criteria and were validated for their intended use.
  • 42. Published Data Used for SE 42 References, precision and accuracy of UKR, TKR devices (robots, CAS) Smith, J. and Philip E. Riches. 2013. Accuracy of a freehand sculpting tool for uni-condylar knee replacement, Int. J Med Robotics Comput. Assist Surg. Clarius, M., et al. 2009. Saw cuts in unicompartmental knee arthroplasty: An analysis of sawbone preparations. The Knee. 16: 314 -316. Otani, T, et al. 1993. Cutting errors in preparation of femoral components in total knee arthroplasty. J Arthroplasty. 8, (5): 503-10. Ohmori, T., et al. 2015. The Accuracy of Initial Bone Cutting in Total Knee Arthroplasty. Open Journal of Orthopedics. 5: 297 -304. Mason, B. J., et al. 2007. Meta-analysis of alignment outcomes in computer assisted total knee arthroplasty surgery. The Journal of Arthroplasty. 22, (8): 1097-1106. Martinez-Carranza, N. et al. 2012. Deviation between navigated and final 3-dimensional implant position in mini-invasive unicompartmental knee arthroplasty: a pilot study in 13 patients. Acta Orthopaedica. 83, (6): 625-628. Karia M. et al. 2013. Robotic Assistance Enables Inexperienced Surgeons to Perform Unicompartmental Knee Arthroplasties on Dry Bone Models with Accuracy Superior to Conventional Methods. Advances in orthopedics.
  • 43. Published Data Used for SE 43 S&N Visionaire White Paper … Salehi, A. and C. Moore. 2011. Debris Testing of Visionaire Patient Matched Cutting Blocs. Bone & Joint Science. 02, (9). From Bodycad test report used for SE of this performance metric: “A similar study was conducted on S&N’s Visionaire instrumentation [1]. The Visionaire instrumentation is also patient-specific are made of the same material as the Bodycad Knee cutting guides, and are manufactured using the same equipment and raw material (EOS system and medical grade Nylon 12). The authors of the study reported an average weight loss of 0.0062g, which is 34% more than that measured with the Bodycad cutting guides. Salehi et al. concluded that a weight loss of 0.0062g was negligible [1].”
  • 44. BioVera, Inc. Integrity Expertise Results Poster / Abstract ORS 2018
  • 45. BioVera, Inc. Integrity Expertise Results SOFCOT 2017; Surgeon Education
  • 47. Recap, Identify the ‘Data’ 47 1. Identify same or similar devices to your product 2. FDA Website to ID 510(k) summaries, PMA dox, and guidance documents as applicable a. FDA website and search engines; FDA 510(k) summaries w/data; scientific publications recap PMA data b. Draft / list required data for your product 3. ISO and ASTM standards to define tests 4. Company Websites for papers and reference lists 5. Scientific Literature – PubMed, Google Scholar, specialty-specific journals and websites 6. Homegrown plans and data; think beyond regulatory BioVera, Inc. Integrity Expertise Results
  • 48. Recap, Judging Utility of Data 48  Methods and Materials clearly stated?  Based on consensus stds or industry / scientific norms?  Reputable journal or source? Publicly available?  Scientific publication of PMA data?  Product IFU and clinical function same or similar?  Statistical validity? In-synch with FDA-OK numbers?  White papers that appear obviously related to regulatory testing to clear product?  Metrics / Performance – Did your product outperform completion? W/statistical proof? BioVera, Inc. Integrity Expertise Results
  • 49. Recap, Data Value to Your Work 49  Project Planning – Testing plans (cost & time) for:  Regulatory applications  Design and process validations  Scientific publications  Marketing  Published Data - Reducing cost and scope of testing  Alternative to testing predicate devices  Target values for device performance & regulatory  Marketing and Scientific Publicity BioVera, Inc. Integrity Expertise Results
  • 50. Q & A Discussion Open Forum BioVera, Inc. Integrity Expertise Results