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MammaPrint From Bench to Bedside
                Lisette Stork-Sloots
               Sr Program Director
AGENDIA AT A GLANCE
                 To improve the quality of life for cancer patients by
    Mission      providing state-of-the-art services that enable safe and
                 effective personalized treatment.

    Founded      2003 Amsterdam, The Netherlands



    Industry     Molecular Diagnostics



    Technology   Gene Expression Profiling



2    2
Agendia: Milestones


                                                                                        Reimbursement
                          FDA starts to regulate           FDA Clearance #2 MP          Medicare
                           complex diagnostic                  RNARetain                         FDA
                                  tests                                                          Clearance #3
                                                                           US Launch of          MP>61
                                                                            MammaPrint
                                                                                     MammaPrint
                    Launch of                      FDA Clearance #1   Agendia         Inclusion in
      Foundation   MammaPrint                        MammaPrint         Inc        Int. Guidelines
      of Agendia                                                       USA             (St. Gallen)




        2003          2004         2005             2006          2007           2008         2009
Company




               USA                                EU/ROW
         Huntington Beach                        Amsterdam
            California                         The Netherlands

    ! US Headquarters                  ! Company Headquarters

    ! US Sales & Marketing (2008)      ! International Sales & Marketing

    ! Laboratory (Q1 ’09: CLIA, CAP)   ! R&D
                                       ! Regulatory Affairs
                                       ! Quality Assurance
                                       ! Laboratory (CLIA, CAP, ISO
4
                                         17025 and QSR)
High Quality Certified Central Labs
Huntington Beach, CA & Amsterdam, NL




   Diagnosis      Sampling             FDA cleared assay in CLIA registered,   Results
    Surgery       Shipping              CAP and ISO 17025 accredited lab       Report




               1 day                                             5-10 days
Awards


       MammaPrint® receives important award from the
2008
       Dutch Health Minister, Ab Klink

       TIME magazine “Healthcare Invention of the Year”


2007   Estee Lauder Breast Cancer Research Foundation Award


       Frost & Sullivan Breast Cancer Diagnostics Award

       ESMO award for translational research in
       breast cancer

       Agendia selected as the 25 brightest start-up companies
2006
       by FEMS Business

       MammaPrint® one of the 5 biggest health breakthroughs
2005
       according to Oprah Winfrey




 6
MammaPrint “From Bench to Bedside”

      Research
  microarray profile


           Clinical validation
                 studies


                       High-throughput
                       lab & informatics


                                        Regulatory
                                       accreditation


                                                    Commercially
   Guidelines                                         available
                                                   diagnostic test
                              Prospective
                            feasibility study
 Reimbursement
MammaPrint “From Bench to Bedside”

      Research
  microarray profile


           Clinical validation
                 studies


                       High-throughput
                       lab & informatics


                                        Regulatory
                                       accreditation


                                                    Commercially
   Guidelines                                         available
                                                   diagnostic test
                              Prospective
                            feasibility study
 Reimbursement
Breast cancer-10 years survival curve




    Premenopausal patients, LN-
   Patients, pre-menopausal, lymph-node negative
The Challenge:
Identify those patients who benefit from chemotherapy




                             Cured by surgery




              Cured by hormonal therapy


          Most Common Breast Cancer: T1, N0, ER+, Grade 2.
       Only two patients of 100 benefit from additional chemotherapy
What is expression phenotyping
and how is it measured?




                                    High Risk




                                    Low Risk
                         analysis
Benefit of untreated patients




                            Profiling of the tumor




         Gene expression profile identifies “low risk”
                  and “high risk” tumors
Identification of a breast cancer
prognosis profile


            breast tumors (‘83-’94)
              patients < 55 years
          lymph node negative (LN0)
             no adjuvant therapy


                                    Unbiased full genome
                                  gene expression analysis



         70 Prognosis Reporter Genes

 distant metastases      no distant metastases
      < 5 years            in at least 5 years
Prognosis Classifier for Breast Cancer

                     70 significant prognosis genes



                                                                 Good signature
                                                          Discovery:
78 tumors                                             Van ‘t Veer et al. (2002)
                                                                      threshold
                                                       Nature 415, 530-536.
                                                                  Poor signature



Threshold set with 10% false negatives
91% sensitivity; 73% specificity
                                                       Metastases: white = +
Van ‘t Veer et al Nature 415, p530-536, 2002
MammaPrint: A 70 gene breast cancer prognosis test




                                  good profile:
                                   First validation:
                                  ~4% die of breast cancer
                                  ~96% survive et al. (2002)
                                  Van de Vijver breast cancer
                                 New England J. Med. 347, 1999-2009.


                                   poor profile:
                                           295 patients
                                   ~50% die of breast cancer
                                   ~50% survive breast cancer



           40% good profile ; 60% poor profile
MammaPrint “From Bench to Bedside”

      Research
  microarray profile


           Clinical validation
                 studies


                       High-throughput
                       lab & informatics


                                        Regulatory
                                       accreditation


                                                    Commercially
   Guidelines                                         available
                                                   diagnostic test
                              Prospective
                            feasibility study
 Reimbursement
Independent External Validation:
 MammaPrint outperforms all clinical risk assessment


High clinical risk                         Low clinical risk
Adjuvant on line! N=222
73%
                                               Second validation:
                                           Adjuvant on line! N=80
                                           27%
                                                     Buyse et al. (2006)
                             27%                       JNCI. 98, 1183-1192.
                                                                      35%
                          MammaPrint
                                                                    MammaPrint
                           Low risk
                                                                     High risk
                                                            302 patients
                                 Over-                                   Under-
                              treatment!                               treatment!




Buyse et al JNCI 2006
                                  35% Discordant
                                      cases!
Metastasis-free survival

          70 gene profile MammaPrint                                                                                         Adjuvant!Online
                                                        10-year DMFS                                                                             10-year DMFS




                                                                                                      1.0
              1.0




                                                        90% (85%-96%)                                                                            85% (77%-94%)




                                                                                                      0.8
              0.8




                                                                                                                                        10-year DMFS
                                                 10-year DMFS                                                                           76% (70%-82%)




                                                                                                      0.6
              0.6




                                                 71% (65%-78%)




                                                                                        Probability
Probability




                                                                                                      0.4
              0.4




                        Patients Events Risk group                                                              Patients Events Risk group




                                                                                                      0.2
              0.2




                        111         18       Gene signature low risk                                            80          13       Low clinical risk
                        191         58       Gene signature high risk                                           222         63       High clinical risk




                                                                                                      0.0
              0.0




                    0         2          4          6        8          10    12   14                       0         2          4           6            8    10    12    14

                                                         Year                                                                                      Year

                111           108        102       95      92           80    64   43                   80            76         72         65      57         48    38    20
                                                                                                        222           201        181        166    152         135   110   72
                191           169        151       136    117           103   84   49                                                         Number at risk
                                                     Number at risk




                                          Discordant cases better predicted by MammaPrint
MammaPrint has been clinically validated in 2300+ patients


                   Purpose                    Year   Patients (n)                     Reference
Discovery                                     2002       78         Van’t Veer et al. Nature 615
First Validation                              2002       295        Van de Vijver et al. NEJM 347
Independent European Validation               2006       302        Buyse et al J NCI 17
Validation in Dutch patient cohort            2006       123        Bueno de Mesquita et al. Eur J Can 4
Prospective Implementation Study              2007       427        Bueno de Mesquito et al. Lancet Oncol. 8
Validation in US patients                     2008       100        Wittner et al. Clin Cancer Res 14
Validation in core biopsies                   2008       35         Mayordomo et al. ESMO Meeting
Validation in Patients with 1-3 positive LN   2008       241        Mook et al. Breast Cancer Res Treat.
Validation in postmenopausal patients         2008       148        Mook et al. (submitted) / SABCS
Validation in tamoxifen treated patients      2009       192        Kok et al. (submitted)
Validation in German patients                 2009       140        Kunz et al. St. Gallen Conference
Validation in Japanese patients               2009       118        Ishitobi et al. JJCO
Predictiveness for neoadjuvant treatment      2009       167        Straver et al. Breast Cancer Res Treat.
Validation in patients with 4-9 positive LN   2009       162        Saghastchian et al. St. Gallen Conference

Meta-analysis
Predictiveness for adjuvant treatment         2009      1637        Knauer et al. Breast Cancer Res Treat.
MammaPrint has been clinically validated
in an international patient cohort
     Validation Studies                     Country   Reference                                             Years
                                                                                               2006   2007     2008      2009
     Independent European study                       Buyse et al J NCI 17                     302

     Dutch patient cohort                             de Mesquita et al. Eur J Can 4           123

     Prospective Study                                de Mesquito et al. Lancet Oncol. 8              427

     Core Needle biopsies                             Mayordomo et al. ESMO Meeting                                 35

     Validation in US patients                        Wittner et al. Clin Cancer Res 14                         100

     Validation in 1-3 LN+ patients                   Mook et al. Breast Cancer Res Treat.                      241

     Postmenopausal patients (>61)                    Mook et al. (submitted) / SABCS                           148

     Patients treated with Tamoxifen                  Kok et al. (submitted)                                             121

     German patient cohort                            Kunz et al. St. Gallen Conference                                  140

     Japanese patient cohort                          Ishitobi et al. JJCO                                               118

     Validation in 4-9 LN+ patients                   Saghastchian et al. St. Gallen Conf                                168

     Neoadjuvant predictive study                     Straver et al. Breast Cancer Res Treat                             167

     Predictiveness (Meta-analysis) study             Knauer et al. Breast Cancer Res Treat                              1,637

     Neoadjuvant predictive study US                  Somlo et al. ASCO annual conference                                 68

20
MammaPrint “From Bench to Bedside”

      Research
  microarray profile


           Clinical validation
                 studies


                       High-throughput
                       lab & informatics


                                        Regulatory
                                       accreditation


                                                    Commercially
   Guidelines                                         available
                                                   diagnostic test
                              Prospective
                            feasibility study
 Reimbursement
Technology Platform: MammaPrint array

A dedicated microarray
•    Produced by Agilent Technologies
•    features eight identical subarrays per slide, each with 15.000 features
•    231 reporter genes , including 70 genes, printed 5x
•    Plus, 495 normalization genes and std control grid with positive and negative controls




                                                 Glas et al. 2006 BMC Genomics 7; 278
Overview: Agendia laboratory process
MammaPrint is stable and reproducible


         70-Gene Prognostic Assay Experiment 2




                                                 70-Gene Prognostic Assay Experiment 1


                                                              Glas et al. 2006 BMC Genomics 7; 278
MammaPrint is stable and reproducible

                     1

                                                                                                         LRC:
                   0.8
                                                                                                         Mean MPI: 0.686
                   0.6                                                                                   Stdev: 0.033

                   0.4
MammaPrint Index




                   0.2


                     0


                   -0.2


                   -0.4                                                                                  HRC;
                                                                                                         Mean MPI: -0.503
                   -0.6
                                                                                                         Stdev: 0.028

                   -0.8
                                                                                         LRC (n=284
                                                                                         HRC (n=284)
                    -1
                          Oct-2005   May-2006   Nov-2006          June-2007   Dec-2007       July-2008
                                                           Date
Regulatory Approval of MammaPrint


     MammaPrint is the first molecular
     diagnostic test cleared by FDA

     ISO 17025 accredited and CE marked
     for European market


     CLIA registered


     College of American Pathologists
     (CAP) accredited

26
MammaPrint “From Bench to Bedside”

      Research
  microarray profile


           Clinical validation
                 studies


                       High-throughput
                       lab & informatics


                                        Regulatory
                                       accreditation


                                                    Commercially
   Guidelines                                         available
                                                   diagnostic test
                              Prospective
                            feasibility study
 Reimbursement
RASTER trial; an implementation study




 • Implementation of MammaPrint is feasible in Dutch community hospitals

 • 427 Consecutive patients with a MammaPrint result (51% LR, 49% HR)

 • 30-40% Discordance between prognosis according to clinical guidelines and
 MammaPrint

 • Adding MammaPrint to clinical guidelines led to a treatment change in 27% of the
 patients

 • Less adjuvant chemotherapy would be given when the data based on
 MammaPrint alone are used, which might spare patients from adverse effects.

Bueno-de-Mesquita et al., Lancet Oncology, Vol 8, 2007
MammaPrint “From Bench to Bedside”

      Research
  microarray profile


           Clinical validation
                 studies


                       High-throughput
                       lab & informatics


                                        Regulatory
                                       accreditation


                                                    Commercially
   Guidelines                                         available
                                                   diagnostic test
                              Prospective
                            feasibility study
 Reimbursement
Health Economics – “The Big Picture”


      In order to bring a product to market successfully
      two basic elements that are key;


      1) Legal requirements       (e.g. FDA clearance, CE mark)

        - Is the product safe and effective? (technical/clinical validity)


      2) Reimbursement
        - Is it reasonable and necessary? (clinical utility)
Health Economics – “The Big Picture”
                             F1
                          Payment



                       Reimbursement


                 E1                     E2                E3
    Coverage               Coding             Pricing
                                                               Evidence Dossier
                           D1                             D2
      Private Payers                Governmental Payers
                                                               o Clinical   Utility   (demand & impact)

                 C1                  C2                   C3   o Clinical Validation
   Key Opinion           Professional         Patient
     Leaders              Societies          Advocacy
                                                               o Technical Validation

                                                          B1   o Health Economics
                       Evidence dossier

                                                          A1
                      Basic Requirements
Health Economics: definitions


  ! LY: measure of gains or losses in quantity of life (mortality)

  ! QALY: A QALY combines gains or losses in both quantity of life
    (mortality) and quality of life (morbidity)

  ! ICER: Incremental Cost-Effectiveness Ratio between the two
    alternative programs, the difference in costs (incremental cost) is
    compared to their difference in outcomes (incremental effect) by
    dividing the former by the latter
Base Case Model: Results
                         Total Cost   Effect   Incremental Cost   Incremental   ICER ($)
                                                     ($)             Effect
                             ($)
 Life Years (LY)

 AS                      162 140      21.596          -                -           -

 MP                      163 580      21.739        1 440            0.143      10 059

 Quality-Adjusted Life Years (QALY)

 AS                      162 140      21.065          -                -           -

 MP                      163 580      21.218        1 440            0.153       9 428




  ! The overall costs of MP-guided treatment was $1,140 higher than AS guided
  treatment

  ! The overall LY and QALY gains associated with the use of MP were 0.14 and
  0.15 year, respectively

  ! The ICER was $10, 059 per LY and $9,428 per QALY, well within the commonly
  accepted threshold values (e.g., $50, 000-$100, 000 per QALY)
                                                                                           33
MammaPrint is included in the International St. Gallen
Expert Consensus Recommendations




     “In an important change from the previous St. Gallen conference, the
     Panel supported the use of a validated multi-gene profiling assay,
     if readily available, as an adjunct to high quality phenotyping of
     breast cancer in cases in which the indication for adjuvant chemotherapy
     remained uncertain.”

     Goldhirsch et al. (2009) Annals of Oncology (published online June17)
THANK YOU!

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MammaPrint: From Bench to Bedside

  • 1. MammaPrint From Bench to Bedside Lisette Stork-Sloots Sr Program Director
  • 2. AGENDIA AT A GLANCE To improve the quality of life for cancer patients by Mission providing state-of-the-art services that enable safe and effective personalized treatment. Founded 2003 Amsterdam, The Netherlands Industry Molecular Diagnostics Technology Gene Expression Profiling 2 2
  • 3. Agendia: Milestones Reimbursement FDA starts to regulate FDA Clearance #2 MP Medicare complex diagnostic RNARetain FDA tests Clearance #3 US Launch of MP>61 MammaPrint MammaPrint Launch of FDA Clearance #1 Agendia Inclusion in Foundation MammaPrint MammaPrint Inc Int. Guidelines of Agendia USA (St. Gallen) 2003 2004 2005 2006 2007 2008 2009
  • 4. Company USA EU/ROW Huntington Beach Amsterdam California The Netherlands ! US Headquarters ! Company Headquarters ! US Sales & Marketing (2008) ! International Sales & Marketing ! Laboratory (Q1 ’09: CLIA, CAP) ! R&D ! Regulatory Affairs ! Quality Assurance ! Laboratory (CLIA, CAP, ISO 4 17025 and QSR)
  • 5. High Quality Certified Central Labs Huntington Beach, CA & Amsterdam, NL Diagnosis Sampling FDA cleared assay in CLIA registered, Results Surgery Shipping CAP and ISO 17025 accredited lab Report 1 day 5-10 days
  • 6. Awards MammaPrint® receives important award from the 2008 Dutch Health Minister, Ab Klink TIME magazine “Healthcare Invention of the Year” 2007 Estee Lauder Breast Cancer Research Foundation Award Frost & Sullivan Breast Cancer Diagnostics Award ESMO award for translational research in breast cancer Agendia selected as the 25 brightest start-up companies 2006 by FEMS Business MammaPrint® one of the 5 biggest health breakthroughs 2005 according to Oprah Winfrey 6
  • 7. MammaPrint “From Bench to Bedside” Research microarray profile Clinical validation studies High-throughput lab & informatics Regulatory accreditation Commercially Guidelines available diagnostic test Prospective feasibility study Reimbursement
  • 8. MammaPrint “From Bench to Bedside” Research microarray profile Clinical validation studies High-throughput lab & informatics Regulatory accreditation Commercially Guidelines available diagnostic test Prospective feasibility study Reimbursement
  • 9. Breast cancer-10 years survival curve Premenopausal patients, LN- Patients, pre-menopausal, lymph-node negative
  • 10. The Challenge: Identify those patients who benefit from chemotherapy Cured by surgery Cured by hormonal therapy Most Common Breast Cancer: T1, N0, ER+, Grade 2. Only two patients of 100 benefit from additional chemotherapy
  • 11. What is expression phenotyping and how is it measured? High Risk Low Risk analysis
  • 12. Benefit of untreated patients Profiling of the tumor Gene expression profile identifies “low risk” and “high risk” tumors
  • 13. Identification of a breast cancer prognosis profile breast tumors (‘83-’94) patients < 55 years lymph node negative (LN0) no adjuvant therapy Unbiased full genome gene expression analysis 70 Prognosis Reporter Genes distant metastases no distant metastases < 5 years in at least 5 years
  • 14. Prognosis Classifier for Breast Cancer 70 significant prognosis genes Good signature Discovery: 78 tumors Van ‘t Veer et al. (2002) threshold Nature 415, 530-536. Poor signature Threshold set with 10% false negatives 91% sensitivity; 73% specificity Metastases: white = + Van ‘t Veer et al Nature 415, p530-536, 2002
  • 15. MammaPrint: A 70 gene breast cancer prognosis test good profile: First validation: ~4% die of breast cancer ~96% survive et al. (2002) Van de Vijver breast cancer New England J. Med. 347, 1999-2009. poor profile: 295 patients ~50% die of breast cancer ~50% survive breast cancer 40% good profile ; 60% poor profile
  • 16. MammaPrint “From Bench to Bedside” Research microarray profile Clinical validation studies High-throughput lab & informatics Regulatory accreditation Commercially Guidelines available diagnostic test Prospective feasibility study Reimbursement
  • 17. Independent External Validation: MammaPrint outperforms all clinical risk assessment High clinical risk Low clinical risk Adjuvant on line! N=222 73% Second validation: Adjuvant on line! N=80 27% Buyse et al. (2006) 27% JNCI. 98, 1183-1192. 35% MammaPrint MammaPrint Low risk High risk 302 patients Over- Under- treatment! treatment! Buyse et al JNCI 2006 35% Discordant cases!
  • 18. Metastasis-free survival 70 gene profile MammaPrint Adjuvant!Online 10-year DMFS 10-year DMFS 1.0 1.0 90% (85%-96%) 85% (77%-94%) 0.8 0.8 10-year DMFS 10-year DMFS 76% (70%-82%) 0.6 0.6 71% (65%-78%) Probability Probability 0.4 0.4 Patients Events Risk group Patients Events Risk group 0.2 0.2 111 18 Gene signature low risk 80 13 Low clinical risk 191 58 Gene signature high risk 222 63 High clinical risk 0.0 0.0 0 2 4 6 8 10 12 14 0 2 4 6 8 10 12 14 Year Year 111 108 102 95 92 80 64 43 80 76 72 65 57 48 38 20 222 201 181 166 152 135 110 72 191 169 151 136 117 103 84 49 Number at risk Number at risk Discordant cases better predicted by MammaPrint
  • 19. MammaPrint has been clinically validated in 2300+ patients Purpose Year Patients (n) Reference Discovery 2002 78 Van’t Veer et al. Nature 615 First Validation 2002 295 Van de Vijver et al. NEJM 347 Independent European Validation 2006 302 Buyse et al J NCI 17 Validation in Dutch patient cohort 2006 123 Bueno de Mesquita et al. Eur J Can 4 Prospective Implementation Study 2007 427 Bueno de Mesquito et al. Lancet Oncol. 8 Validation in US patients 2008 100 Wittner et al. Clin Cancer Res 14 Validation in core biopsies 2008 35 Mayordomo et al. ESMO Meeting Validation in Patients with 1-3 positive LN 2008 241 Mook et al. Breast Cancer Res Treat. Validation in postmenopausal patients 2008 148 Mook et al. (submitted) / SABCS Validation in tamoxifen treated patients 2009 192 Kok et al. (submitted) Validation in German patients 2009 140 Kunz et al. St. Gallen Conference Validation in Japanese patients 2009 118 Ishitobi et al. JJCO Predictiveness for neoadjuvant treatment 2009 167 Straver et al. Breast Cancer Res Treat. Validation in patients with 4-9 positive LN 2009 162 Saghastchian et al. St. Gallen Conference Meta-analysis Predictiveness for adjuvant treatment 2009 1637 Knauer et al. Breast Cancer Res Treat.
  • 20. MammaPrint has been clinically validated in an international patient cohort Validation Studies Country Reference Years 2006 2007 2008 2009 Independent European study Buyse et al J NCI 17 302 Dutch patient cohort de Mesquita et al. Eur J Can 4 123 Prospective Study de Mesquito et al. Lancet Oncol. 8 427 Core Needle biopsies Mayordomo et al. ESMO Meeting 35 Validation in US patients Wittner et al. Clin Cancer Res 14 100 Validation in 1-3 LN+ patients Mook et al. Breast Cancer Res Treat. 241 Postmenopausal patients (>61) Mook et al. (submitted) / SABCS 148 Patients treated with Tamoxifen Kok et al. (submitted) 121 German patient cohort Kunz et al. St. Gallen Conference 140 Japanese patient cohort Ishitobi et al. JJCO 118 Validation in 4-9 LN+ patients Saghastchian et al. St. Gallen Conf 168 Neoadjuvant predictive study Straver et al. Breast Cancer Res Treat 167 Predictiveness (Meta-analysis) study Knauer et al. Breast Cancer Res Treat 1,637 Neoadjuvant predictive study US Somlo et al. ASCO annual conference 68 20
  • 21. MammaPrint “From Bench to Bedside” Research microarray profile Clinical validation studies High-throughput lab & informatics Regulatory accreditation Commercially Guidelines available diagnostic test Prospective feasibility study Reimbursement
  • 22. Technology Platform: MammaPrint array A dedicated microarray • Produced by Agilent Technologies • features eight identical subarrays per slide, each with 15.000 features • 231 reporter genes , including 70 genes, printed 5x • Plus, 495 normalization genes and std control grid with positive and negative controls Glas et al. 2006 BMC Genomics 7; 278
  • 24. MammaPrint is stable and reproducible 70-Gene Prognostic Assay Experiment 2 70-Gene Prognostic Assay Experiment 1 Glas et al. 2006 BMC Genomics 7; 278
  • 25. MammaPrint is stable and reproducible 1 LRC: 0.8 Mean MPI: 0.686 0.6 Stdev: 0.033 0.4 MammaPrint Index 0.2 0 -0.2 -0.4 HRC; Mean MPI: -0.503 -0.6 Stdev: 0.028 -0.8 LRC (n=284 HRC (n=284) -1 Oct-2005 May-2006 Nov-2006 June-2007 Dec-2007 July-2008 Date
  • 26. Regulatory Approval of MammaPrint MammaPrint is the first molecular diagnostic test cleared by FDA ISO 17025 accredited and CE marked for European market CLIA registered College of American Pathologists (CAP) accredited 26
  • 27. MammaPrint “From Bench to Bedside” Research microarray profile Clinical validation studies High-throughput lab & informatics Regulatory accreditation Commercially Guidelines available diagnostic test Prospective feasibility study Reimbursement
  • 28. RASTER trial; an implementation study • Implementation of MammaPrint is feasible in Dutch community hospitals • 427 Consecutive patients with a MammaPrint result (51% LR, 49% HR) • 30-40% Discordance between prognosis according to clinical guidelines and MammaPrint • Adding MammaPrint to clinical guidelines led to a treatment change in 27% of the patients • Less adjuvant chemotherapy would be given when the data based on MammaPrint alone are used, which might spare patients from adverse effects. Bueno-de-Mesquita et al., Lancet Oncology, Vol 8, 2007
  • 29. MammaPrint “From Bench to Bedside” Research microarray profile Clinical validation studies High-throughput lab & informatics Regulatory accreditation Commercially Guidelines available diagnostic test Prospective feasibility study Reimbursement
  • 30. Health Economics – “The Big Picture” In order to bring a product to market successfully two basic elements that are key; 1) Legal requirements (e.g. FDA clearance, CE mark) - Is the product safe and effective? (technical/clinical validity) 2) Reimbursement - Is it reasonable and necessary? (clinical utility)
  • 31. Health Economics – “The Big Picture” F1 Payment Reimbursement E1 E2 E3 Coverage Coding Pricing Evidence Dossier D1 D2 Private Payers Governmental Payers o Clinical Utility (demand & impact) C1 C2 C3 o Clinical Validation Key Opinion Professional Patient Leaders Societies Advocacy o Technical Validation B1 o Health Economics Evidence dossier A1 Basic Requirements
  • 32. Health Economics: definitions ! LY: measure of gains or losses in quantity of life (mortality) ! QALY: A QALY combines gains or losses in both quantity of life (mortality) and quality of life (morbidity) ! ICER: Incremental Cost-Effectiveness Ratio between the two alternative programs, the difference in costs (incremental cost) is compared to their difference in outcomes (incremental effect) by dividing the former by the latter
  • 33. Base Case Model: Results Total Cost Effect Incremental Cost Incremental ICER ($) ($) Effect ($) Life Years (LY) AS 162 140 21.596 - - - MP 163 580 21.739 1 440 0.143 10 059 Quality-Adjusted Life Years (QALY) AS 162 140 21.065 - - - MP 163 580 21.218 1 440 0.153 9 428 ! The overall costs of MP-guided treatment was $1,140 higher than AS guided treatment ! The overall LY and QALY gains associated with the use of MP were 0.14 and 0.15 year, respectively ! The ICER was $10, 059 per LY and $9,428 per QALY, well within the commonly accepted threshold values (e.g., $50, 000-$100, 000 per QALY) 33
  • 34. MammaPrint is included in the International St. Gallen Expert Consensus Recommendations “In an important change from the previous St. Gallen conference, the Panel supported the use of a validated multi-gene profiling assay, if readily available, as an adjunct to high quality phenotyping of breast cancer in cases in which the indication for adjuvant chemotherapy remained uncertain.” Goldhirsch et al. (2009) Annals of Oncology (published online June17)