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About Rituxan mediated B-cell depletion in human serum:
Is there synergy between complement & effector cells?



                             Colin M Perrott



   CDC effectiveness depends on CD20 expression and is never total
   ADCC is about 50% effective without serum for all CD20 levels
   CDC + ADCC in human serum is augmented by 1.63±0.36
   Serum augments ADCC effectiveness of mAb targeted cells


                           Rituxan monotherapy:
              Analysis of in vitro Lysis studies using PMBC’s

                                                                     1
Abstract

      Reported studies in vitro of Rituxan mediated B-cell depletion have suggested that
      complement and effector cells (primarily NK cells) in peripheral mononuclear blood
      have compensating or complementary action. The studies showed PMBC’s can
      eliminate a population of cells resistant to Rituxan mediated CDC. Similarly,
      complement can eliminate cells resistant to ADCC in vitro. This indicated a conjoint
      action of complement and effector cells by some undefined mechanism.
      We have attempted to quantify the conjoint action. We conclude that observed
      synergy of CDC and ADCC rates occurs by serum augmentation of mAb induced
      ADCC in the presence of serum compared to a culture media based on IL-2. Its
      strength is proportional to the ADCC rate achieved by effector cells in media.
      The model shows that greatest sensitivity of B-cell depletion effectiveness to CD20
      expression is associated with the most expressive lymphoma cells, including those
      typical of Waldenstrom Macroglobulinemia (WM) . This is a range of B-cells where
      (1) total lysis efficiency is at an intermediate level,
      (2) efficiencies among the component processes are comparable, and
      (3) the quantifiable dynamic sensitivities are similar.




April 2009                                                         About Rituxan in Human Serum:   2
                                         Colin M Perrott
Rituxan did not eliminate all B-cells in serum
Its effectiveness depends on the CD20 expression level.

                                                       MODEL OF CDC & ADCC SUPERPOSITION

                                      1
                                    0.9                                                                    ADCC in media
        Cell Survival Probability




                                                                                                           CDC by serum
                                    0.8                                                                    Lysis in Serum
                                    0.7                                                                    Idealized Process

                                    0.6
                                    0.5
                                    0.4
                                    0.3
                                    0.2
                                    0.1
                                      0
                                          0.3   0.35    0.4     0.45     0.5      0.55      0.6    0.65      0.7       0.75     0.8    0.85

                                                                 ABS CD20 expression (millions)

                                                  WM B-cells express ABS CD20 in the range ~ 0.3 to 0.6 million/cell



April 2009                                                                                                             About Rituxan in Human Serum:   3
                                                                               Colin M Perrott
Rituxan mediated ADCC and CDC are complementary in their action.
                                                        Data – van Meerten et al. (2006)



TRIALS USING HUMAN SERUM SHOWED THAT:

DIRECT APOPTOSIS BY RITUXAN IS MINIMAL.

SOME CELLS ARE RESISTANT ALTHOUGH
THEY ARE POSITIVE TO RITUXAN.

CELLS RESISTING ADCC ARE ELIMINATED
BY SEQUENTIAL CDC, AND VICE VERSA.




THEREFORE WE DEVELOPED A MODEL IN WHICH:


A TRIFOLD LYSIS MECHANISM MAY OPERATE.

ACTION IS COOPERATIVE, NOT COMPETITIVE.
CONTRIBUTIONS MAY BE EVALUATED FOR
EFFICIENCY AND SENSITIVITY TO INDENTIFIABLE
DYNAMIC VARIABLES




April 2009                                                             About Rituxan in Human Serum:   4
                                      Colin M Perrott
RITUXAN MEDIATED CELL LYSIS

Experimental observations
-------------------------------------------
CDC in serum:

Kill effectiveness depends on CD20 expression.

Experiences opponent factors e.g. CD59.

Can achieve 100% kill of normal B-cells.
-----------------------------------------
ADCC in culture media:

Kill efficiency is insensitive to CD20 expression.

ADCC in culture media achieves ~50% kill level.

Extended time does not complete lysis.
-----------------------------------------
ADCC + CDC in serum:

Shows greater potency due to some undefined
synergy mechanism.

1. Is there interdependence of ADCC and CDC?
2. Is ADCC enhanced by the serum?
3. What signaling pathway is stimulated?


                                                                Source: Van Meerten et al, Clin Cancer Res (2006) 12: 4027-4025

 April 2009                                                                           About Rituxan in Human Serum:     5
                                              Colin M Perrott
Rituxan mediated ADCC and CDC are complementary in their action.
                                                                  Data – van Meerten et al. (2006)
Ab Initio - THIS IMPLIES A DUAL COMPONENT SEQUENTIAL PROCESS BUT THE DATA GIVE
              COMPELLING EVIDENCE FOR A THIRD measurable COOPERATIVE PROCESS.




                                                                                                 REFERENCE




                                          Survival rate =99.9 ± 7.4% ∴ Direct Apoptosis → insignificant
      Control value is Rituximab alone:


 April 2009                                                                      About Rituxan in Human Serum:   6
                                                Colin M Perrott
What might the cooperative mechanism involve?

      Propositions:
          The required binding sites for ADCC pre-exist on cells resisting CDC
          The required binding sites for CDC pre-exist on cells resisting ADCC
      Either;
          There is a process with symmetrical signaling dependence on complement
          and effector cells ( IL-2 stimulated NK cells) with respect to the mAb, or
          Serum augments the mAb induced ADCC kinetics ( ‘S-ADCC’ ).

      Model Features:
        The synergy effect has constant magnitude for all CD20 expression
        ADCC effectiveness is constant for the range of CD20 expression
        The detail argues for an S-ADCC effect.

      Model Outcomes:
        Complement is essential to cell lysis at all CD20 expression levels
        CDC is the prime mechanism at CD20 higher than ~ 650K/cell
        The S-ADCC is effective at all CD20 levels exhibited by WM
        The S-ADCC is probably due to NK cell cytotoxicity being heightened by a
        component of the serum…most likely DHEAS


April 2009                                                   About Rituxan in Human Serum:   7
                                     Colin M Perrott
The “Synergy” of ADCC + CDC:
The cytotoxic efficiency of NK cells in serum is enhanced x 1.63 ± 0.36
compared to culture medium (where NK cells were stimulated by IL-2).

We are able to fit the experimental data very closely---
                                                     B-Cell Survival vs Rituxan
                                                     Data from van Meerten (2006)
                                                                                                CDC
                                                                                                ADCC
                                 100.0
                                                                                                ADCC+CDC
                                                                                                Fit [ADCC*CDC]
                                  80.0
             Survival Rate (%)




                                  60.0



                                  40.0



                                  20.0



                                   0.0
                                         400   450      500             550         600   650          700
                                                              MFI CD20 Expression




April 2009                                                                                About Rituxan in Human Serum:   8
                                                              Colin M Perrott
There aren’t many options for an
event model


    The results show that CDC and
    ADCC do not exclude each other,
    acting as alternatives for cell lysis


                                            9
INDEPENDENT LYSIS MECHANISMS:                                  The survival rates add.


The total probability of cell survival is Γ = a ⋅ μ + b ⋅ λ + c ⋅ η
The total probability of cell death is Ψ = 1 − Γ since a + b + c = 1


                                                              Viable Survivor Cell
                                             μ


                                             1−μ              Cell Lysis by CDC
                       a =α-β

             Rituxan
                                             1−λ
                                                              Direct Apoptosis
                           b =1-α

                                                 λ
                                                              Viable Survivor Cell



                           c=β               1−η

                                                              Cell Lysis by ADCC

                                             η
             a+b+c=1
                                                              Viable Survivor Cell


  This does not fit with the available data


April 2009                                                         About Rituxan in Human Serum:   10
                                         Colin M Perrott
SEQUENTIAL LYSIS MECHANISMS:                                                The survival rates multiply.
     Γ1 = (α − β ) ⋅ μ1 ⋅ η 2         Γ2 = β ⋅ μ 2 ⋅ η1
                                and
∴ Γ1+ 2 ≡ Γ1 + Γ2 = α ⋅ μ1 ⋅ η 2 + β ⋅ ( μ 2 η1 − μ1 η 2 ) → αμη             μ 2 η1 = μ1 η 2
                                                                       if

The total probability of cell survival is Γ = (1 − ρ ) + Γ1+ 2 → α ⋅ μ ⋅ η when ρ ≈ 1
The total probability of cell death is Ψ = ρ − Ψ1+ 2 → 1 − α ⋅ μ ⋅ η

                                                      1−μ1                  1−η2    ADCC
                                                               CDC




                                      α−β
                    Rituxan                                                                          Viable Cell
                                                                                                         Γ1
                                                                                     η2
                                                          μ1
                                                          η1
                                                                                     μ2
                                        β                                                            Viable Cell
                                                                                                         Γ2

                                                                            1−μ2
                                                      1−η1
                                                                                     CDC
                                                               ADCC




                                                                                   ρ−α
The data for this trial indicate:                                             Direct Apoptosis
                         ρ→1                                                                              1−ρ
no direct loss
                         α→0.999
nil apoptosis                                                                                        Unaffected Cell




 April 2009                                                                                About Rituxan in Human Serum:   11
                                                     Colin M Perrott
TRIFOLD SEQUENTIAL LYSIS MECHANISMS: CDC, ADCC, S-ADCC

                                                                   Γ1+ 2 → α ⋅ μ ⋅ η ⋅ κ
                                                                           → μηκ            if α ≈ 1
Total probability of cell survival is                                                                             when μ 2 η 1κ 2 = μ1 η 2κ 1 = μηκ

                                                                   Ψ1+ 2 → 1 − α ⋅ μ ⋅ η ⋅ κ
                                                                           → 1 − μηκ            if α ≈ 1
Total probability of cell death is

                                                                                                                ADCC
                                                                         1−κ1
                                              1−μ1      CDC
                                                                                                 1−η2
                                                                                 C-ADCC




                            1−β
       Rituxan
                                                                                                                                 Viable Cell
                                                                                                                                     Γ1
                                                                                                         η2
                                                                                κ1
                                                μ1
                                                η1                                                       κ2
                                                                                μ2

                                                                                                                                 Viable Cell
                             β
                                                                                                                                     Γ2

                                              1−η1                  1−μ2                          1−κ2
                                                                                     CDC                       C-ADCC
                                                        ADCC




                                                                                       Fitting data to sigmoidal curve for CDC gives;
     Γ1 = (1 − β ) ⋅ μ 1 ⋅ η 2 ⋅ κ 1          Γ2 = β ⋅ μ 2 ⋅ η 1 ⋅ κ 2
                                       and
                                                                                       η = 0.53 ± 0.14; η κ = 0.33 ± 0.10; κ = 0.65 ± 0.18
∴ Γ1+ 2 ≡ Γ1 + Γ2 = μ 1 ⋅ η 2 ⋅ κ 1 + β ⋅ ( μ 2 η 1 ⋅ κ 2 − μ 1 η 2 ⋅ κ 1 )


April 2009                                                                                                    About Rituxan in Human Serum:    12
                                                                 Colin M Perrott
Do complement and effector cells cooperate?
The killing rate for Rituxan in complete serum is elevated 1.63 ± 0.36 fold

                                   ADCC in culture media has cytotoxic efficiency 47.2 ± 13.8%
                                   S-ADCC in human serum has cytotoxic efficiency 67.6 ± 8.5%
                                   Complement may not be the lone assistant in serum
                                   There is no significant trend of enhancement with CD20 level.

                                                      B-cell Lysis in Rituxan Monotherapy

                                  100

                                  90

                                  80
             Percent Cell Death




                                  70

                                  60
                                  50
                                  40

                                  30
                                  20

                                  10
                                   0
                                    400      450          500            550             600          650          700

                                                                                               Apoptosis        CDC in serum
                                              MFI CD20 Expression ( Thousands / cell )
                                                                                               ADCC in m edia   S-ADCC



April 2009                                                                                            About Rituxan in Human Serum:   13
                                                                    Colin M Perrott
There is quite a lot we can
understand just from the math


    The results show that CDC and
    ADCC do not exclude each other,
    acting as alternatives for cell lysis


                                            14
Now we can look at the sensitivities
     By fitting the data to a sequential process model, we gain a tool
     to investigate the underlying mechanistic architecture of
     influencing factors such as trends with CD20 expression

     We can look at which features give the largest effects
     We can look at the rate of change that might occur if the CD20
     expression changes

     We can see how effector cell dependent depletion processes change
     the net lysis performance
     We can do the same analysis for the overall effect of complement or
     serum dependent processes

     Finally, we can infer the sensitivity of lysis to changes in the cell
     depletion efficiencies of the individual mechanisms.



April 2009                                                About Rituxan in Human Serum:   15
                                    Colin M Perrott
Rituxan lysis of B-cells is parameter sensitive
Constituents of serum are very important to the total outcome of therapy

                                                                  MODEL OF RITUXAN LYSIS

                                 1
                                0.9
                                0.8
       Cell Lysis Probability




                                0.7
                                0.6
                                0.5
                                0.4
                                0.3
                                                                                                                         ADCC in media
                                0.2
                                                                                                                         CDC by serum
                                                                                                                         Lysis in Serum
                                0.1
                                                                                                                         Idealized Process
                                 0
                                      0.3   0.35     0.4     0.45      0.5      0.55      0.6      0.65      0.7         0.75     0.8    0.85

                                                                  ABS CD20 expression (millions)

                                                   WM B-cell CD20 expression is in the range ~ 0.3 to 0.6 million/cell



 April 2009                                                                                                          About Rituxan in Human Serum:   16
                                                                               Colin M Perrott
Rate of change with CD20 expression                (change per million)
Maximum sensitivity is for the more expressive WM cells
                                                       SENTIVITY OF RITUXAN LYSIS TO CD20 EXPRESSION

                                    4.0                                                                                                           1.00
                                                                                                                                                  0.90
                                    3.5
    Gradient of Lysis Probability




                                                                                                                                                  0.80




                                                                                                                                                         Net Lysis Probability
                                                                                                                              Grad CDC
                                    3.0
                                                                                                                                                  0.70
                                                                                                                              Grad ADCC
                                                                                                                              Grad Serum
                                    2.5                                                                                                           0.60
                                                                                                                              CDC by serum
                                                                                                                              Lysis in Serum
                                    2.0                                                                                                           0.50
                                                                                                                                                  0.40
                                    1.5
                                                                                                                                                  0.30
                                    1.0
                                                                                                                                                  0.20
                                    0.5
                                                                                                                                                  0.10
                                    0.0                                                                                                           0.00
                                          0.3   0.35     0.4      0.45      0.5      0.55      0.6      0.65      0.7         0.75    0.8      0.85

                                                                     ABS CD20 expression (millions)

                                                        WM B-cell CD20 expression is in the range ~ 0.3 to 0.6 million/cell



April 2009                                                                                                                    About Rituxan in Human Serum:                      17
                                                                                     Colin M Perrott
Rate of change with process efficiency
Maximum sensitivity is for
                ♣ the least expressive WM cells
                                   ♣ effector cell dependent processes

                                                SENSITVITY OF RITUXAN LYSIS TO PROCESS EFFICIENCY

                                                                                                                                         1.00
                                       1.00

                                                                                                                                         0.90
                                       0.90
       Gradient of Lysis Probability




                                                                                                                                         0.80
                                       0.80




                                                                                                                                                Net Lysis Probability
                                                                                                                                         0.70
                                       0.70
                                                                                                                                         0.60
                                       0.60

                                                                                                                                         0.50
                                       0.50
                                                                                                                                         0.40
                                       0.40
                                                                                                                                         0.30
                                       0.30
                                                       δΨ/δΕ                                                                             0.20
                                                               NK CELL TOTAL CYTOTOXICITY
                                       0.20
                                                       δΨ/δΧ   COMPLEMENT PROCESSES
                                                                                                                                         0.10
                                       0.10
                                                       Ψ
                                                                                                                                         0.00
                                       0.00
                                          0.3   0.35    0.4     0.45     0.5     0.55       0.6   0.65      0.7     0.75      0.8    0.85

                                                                   ABS CD20 expression (millions)
                                                   WM B-cell CD20 expression is in the range ~ 0.3 to 0.6 million/cell



April 2009                                                                                                               About Rituxan in Human Serum:                  18
                                                                                Colin M Perrott
Predicted gain from improved NK cell Cytotoxicity
A significant gain occurs from media to serum, but
                  ♣ very big steps are still required from there !

                                                          MODEL: CDC + variable ADCC Cytotoxicity

                                  1

                                 0.9
        Cell Lysis Probability




                                 0.8                                                                        ADCC in media
                                                                                                            Lysis in Serum
                                                                                                            2x Cytotoxicity
                                 0.7
                                                                                                            4x Cytotoxicity
                                                                                                            16x Cytotoxicity
                                 0.6

                                 0.5

                                 0.4
                                       0.3   0.35   0.4     0.45     0.5      0.55     0.6     0.65      0.7     0.75       0.8    0.85

                                                                ABS CD20 expression (millions)

                                                WM B-cell CD20 expression is in the range ~ 0.3 to 0.6 million/cell



April 2009                                                                                                            About Rituxan in Human Serum:   19
                                                                             Colin M Perrott
Predicted gain from improved NK cell Cytotoxicity
What matters is the number of cells surviving….


                                                       MODEL: CDC + variable ADCC Cytotoxicity

                                    0.6
        Cell Survival Probability




                                    0.5
                                                                                                                  ADCC in media
                                    0.4
                                                                                                                  Lysis in Serum
                                                                                                                  2x Cytotoxicity
                                    0.3                                                                           4x Cytotoxicity
                                                                                                                  16x Cytotoxicity
                                    0.2

                                    0.1

                                     0
                                          0.3   0.35    0.4     0.45      0.5       0.55     0.6     0.65      0.7       0.75    0.8    0.85

                                                                 ABS CD20 expression (millions)
                                                 WM B-cell CD20 expression is in the range ~ 0.3 to 0.6 million/cell



April 2009                                                                                                             About Rituxan in Human Serum:   20
                                                                                Colin M Perrott
Conclusions
Complement & ADCC change places in order of importance
Serum augments ADCC by a constant factor ~ 1.6x
The data is consistent with NK cell cytotoxicity stimulation
Overall lysis is greater for more CD20 expression on the B-cells
Greatest lysis sensitivity to all factors occurs at ~ 575,000 CD20 /cell


Total elimination of lymphoma B-cells will likely depend on effector cells
additional to those in peripheral blood, e.g. macrophages and neutrophils




                              Rituxan monotherapy:
                 Analysis of in vitro lysis studies using PMBC’s

                                                                             21

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About Rituxan In Human Serum

  • 1. About Rituxan mediated B-cell depletion in human serum: Is there synergy between complement & effector cells? Colin M Perrott CDC effectiveness depends on CD20 expression and is never total ADCC is about 50% effective without serum for all CD20 levels CDC + ADCC in human serum is augmented by 1.63±0.36 Serum augments ADCC effectiveness of mAb targeted cells Rituxan monotherapy: Analysis of in vitro Lysis studies using PMBC’s 1
  • 2. Abstract Reported studies in vitro of Rituxan mediated B-cell depletion have suggested that complement and effector cells (primarily NK cells) in peripheral mononuclear blood have compensating or complementary action. The studies showed PMBC’s can eliminate a population of cells resistant to Rituxan mediated CDC. Similarly, complement can eliminate cells resistant to ADCC in vitro. This indicated a conjoint action of complement and effector cells by some undefined mechanism. We have attempted to quantify the conjoint action. We conclude that observed synergy of CDC and ADCC rates occurs by serum augmentation of mAb induced ADCC in the presence of serum compared to a culture media based on IL-2. Its strength is proportional to the ADCC rate achieved by effector cells in media. The model shows that greatest sensitivity of B-cell depletion effectiveness to CD20 expression is associated with the most expressive lymphoma cells, including those typical of Waldenstrom Macroglobulinemia (WM) . This is a range of B-cells where (1) total lysis efficiency is at an intermediate level, (2) efficiencies among the component processes are comparable, and (3) the quantifiable dynamic sensitivities are similar. April 2009 About Rituxan in Human Serum: 2 Colin M Perrott
  • 3. Rituxan did not eliminate all B-cells in serum Its effectiveness depends on the CD20 expression level. MODEL OF CDC & ADCC SUPERPOSITION 1 0.9 ADCC in media Cell Survival Probability CDC by serum 0.8 Lysis in Serum 0.7 Idealized Process 0.6 0.5 0.4 0.3 0.2 0.1 0 0.3 0.35 0.4 0.45 0.5 0.55 0.6 0.65 0.7 0.75 0.8 0.85 ABS CD20 expression (millions) WM B-cells express ABS CD20 in the range ~ 0.3 to 0.6 million/cell April 2009 About Rituxan in Human Serum: 3 Colin M Perrott
  • 4. Rituxan mediated ADCC and CDC are complementary in their action. Data – van Meerten et al. (2006) TRIALS USING HUMAN SERUM SHOWED THAT: DIRECT APOPTOSIS BY RITUXAN IS MINIMAL. SOME CELLS ARE RESISTANT ALTHOUGH THEY ARE POSITIVE TO RITUXAN. CELLS RESISTING ADCC ARE ELIMINATED BY SEQUENTIAL CDC, AND VICE VERSA. THEREFORE WE DEVELOPED A MODEL IN WHICH: A TRIFOLD LYSIS MECHANISM MAY OPERATE. ACTION IS COOPERATIVE, NOT COMPETITIVE. CONTRIBUTIONS MAY BE EVALUATED FOR EFFICIENCY AND SENSITIVITY TO INDENTIFIABLE DYNAMIC VARIABLES April 2009 About Rituxan in Human Serum: 4 Colin M Perrott
  • 5. RITUXAN MEDIATED CELL LYSIS Experimental observations ------------------------------------------- CDC in serum: Kill effectiveness depends on CD20 expression. Experiences opponent factors e.g. CD59. Can achieve 100% kill of normal B-cells. ----------------------------------------- ADCC in culture media: Kill efficiency is insensitive to CD20 expression. ADCC in culture media achieves ~50% kill level. Extended time does not complete lysis. ----------------------------------------- ADCC + CDC in serum: Shows greater potency due to some undefined synergy mechanism. 1. Is there interdependence of ADCC and CDC? 2. Is ADCC enhanced by the serum? 3. What signaling pathway is stimulated? Source: Van Meerten et al, Clin Cancer Res (2006) 12: 4027-4025 April 2009 About Rituxan in Human Serum: 5 Colin M Perrott
  • 6. Rituxan mediated ADCC and CDC are complementary in their action. Data – van Meerten et al. (2006) Ab Initio - THIS IMPLIES A DUAL COMPONENT SEQUENTIAL PROCESS BUT THE DATA GIVE COMPELLING EVIDENCE FOR A THIRD measurable COOPERATIVE PROCESS. REFERENCE Survival rate =99.9 ± 7.4% ∴ Direct Apoptosis → insignificant Control value is Rituximab alone: April 2009 About Rituxan in Human Serum: 6 Colin M Perrott
  • 7. What might the cooperative mechanism involve? Propositions: The required binding sites for ADCC pre-exist on cells resisting CDC The required binding sites for CDC pre-exist on cells resisting ADCC Either; There is a process with symmetrical signaling dependence on complement and effector cells ( IL-2 stimulated NK cells) with respect to the mAb, or Serum augments the mAb induced ADCC kinetics ( ‘S-ADCC’ ). Model Features: The synergy effect has constant magnitude for all CD20 expression ADCC effectiveness is constant for the range of CD20 expression The detail argues for an S-ADCC effect. Model Outcomes: Complement is essential to cell lysis at all CD20 expression levels CDC is the prime mechanism at CD20 higher than ~ 650K/cell The S-ADCC is effective at all CD20 levels exhibited by WM The S-ADCC is probably due to NK cell cytotoxicity being heightened by a component of the serum…most likely DHEAS April 2009 About Rituxan in Human Serum: 7 Colin M Perrott
  • 8. The “Synergy” of ADCC + CDC: The cytotoxic efficiency of NK cells in serum is enhanced x 1.63 ± 0.36 compared to culture medium (where NK cells were stimulated by IL-2). We are able to fit the experimental data very closely--- B-Cell Survival vs Rituxan Data from van Meerten (2006) CDC ADCC 100.0 ADCC+CDC Fit [ADCC*CDC] 80.0 Survival Rate (%) 60.0 40.0 20.0 0.0 400 450 500 550 600 650 700 MFI CD20 Expression April 2009 About Rituxan in Human Serum: 8 Colin M Perrott
  • 9. There aren’t many options for an event model The results show that CDC and ADCC do not exclude each other, acting as alternatives for cell lysis 9
  • 10. INDEPENDENT LYSIS MECHANISMS: The survival rates add. The total probability of cell survival is Γ = a ⋅ μ + b ⋅ λ + c ⋅ η The total probability of cell death is Ψ = 1 − Γ since a + b + c = 1 Viable Survivor Cell μ 1−μ Cell Lysis by CDC a =α-β Rituxan 1−λ Direct Apoptosis b =1-α λ Viable Survivor Cell c=β 1−η Cell Lysis by ADCC η a+b+c=1 Viable Survivor Cell This does not fit with the available data April 2009 About Rituxan in Human Serum: 10 Colin M Perrott
  • 11. SEQUENTIAL LYSIS MECHANISMS: The survival rates multiply. Γ1 = (α − β ) ⋅ μ1 ⋅ η 2 Γ2 = β ⋅ μ 2 ⋅ η1 and ∴ Γ1+ 2 ≡ Γ1 + Γ2 = α ⋅ μ1 ⋅ η 2 + β ⋅ ( μ 2 η1 − μ1 η 2 ) → αμη μ 2 η1 = μ1 η 2 if The total probability of cell survival is Γ = (1 − ρ ) + Γ1+ 2 → α ⋅ μ ⋅ η when ρ ≈ 1 The total probability of cell death is Ψ = ρ − Ψ1+ 2 → 1 − α ⋅ μ ⋅ η 1−μ1 1−η2 ADCC CDC α−β Rituxan Viable Cell Γ1 η2 μ1 η1 μ2 β Viable Cell Γ2 1−μ2 1−η1 CDC ADCC ρ−α The data for this trial indicate: Direct Apoptosis ρ→1 1−ρ no direct loss α→0.999 nil apoptosis Unaffected Cell April 2009 About Rituxan in Human Serum: 11 Colin M Perrott
  • 12. TRIFOLD SEQUENTIAL LYSIS MECHANISMS: CDC, ADCC, S-ADCC Γ1+ 2 → α ⋅ μ ⋅ η ⋅ κ → μηκ if α ≈ 1 Total probability of cell survival is when μ 2 η 1κ 2 = μ1 η 2κ 1 = μηκ Ψ1+ 2 → 1 − α ⋅ μ ⋅ η ⋅ κ → 1 − μηκ if α ≈ 1 Total probability of cell death is ADCC 1−κ1 1−μ1 CDC 1−η2 C-ADCC 1−β Rituxan Viable Cell Γ1 η2 κ1 μ1 η1 κ2 μ2 Viable Cell β Γ2 1−η1 1−μ2 1−κ2 CDC C-ADCC ADCC Fitting data to sigmoidal curve for CDC gives; Γ1 = (1 − β ) ⋅ μ 1 ⋅ η 2 ⋅ κ 1 Γ2 = β ⋅ μ 2 ⋅ η 1 ⋅ κ 2 and η = 0.53 ± 0.14; η κ = 0.33 ± 0.10; κ = 0.65 ± 0.18 ∴ Γ1+ 2 ≡ Γ1 + Γ2 = μ 1 ⋅ η 2 ⋅ κ 1 + β ⋅ ( μ 2 η 1 ⋅ κ 2 − μ 1 η 2 ⋅ κ 1 ) April 2009 About Rituxan in Human Serum: 12 Colin M Perrott
  • 13. Do complement and effector cells cooperate? The killing rate for Rituxan in complete serum is elevated 1.63 ± 0.36 fold ADCC in culture media has cytotoxic efficiency 47.2 ± 13.8% S-ADCC in human serum has cytotoxic efficiency 67.6 ± 8.5% Complement may not be the lone assistant in serum There is no significant trend of enhancement with CD20 level. B-cell Lysis in Rituxan Monotherapy 100 90 80 Percent Cell Death 70 60 50 40 30 20 10 0 400 450 500 550 600 650 700 Apoptosis CDC in serum MFI CD20 Expression ( Thousands / cell ) ADCC in m edia S-ADCC April 2009 About Rituxan in Human Serum: 13 Colin M Perrott
  • 14. There is quite a lot we can understand just from the math The results show that CDC and ADCC do not exclude each other, acting as alternatives for cell lysis 14
  • 15. Now we can look at the sensitivities By fitting the data to a sequential process model, we gain a tool to investigate the underlying mechanistic architecture of influencing factors such as trends with CD20 expression We can look at which features give the largest effects We can look at the rate of change that might occur if the CD20 expression changes We can see how effector cell dependent depletion processes change the net lysis performance We can do the same analysis for the overall effect of complement or serum dependent processes Finally, we can infer the sensitivity of lysis to changes in the cell depletion efficiencies of the individual mechanisms. April 2009 About Rituxan in Human Serum: 15 Colin M Perrott
  • 16. Rituxan lysis of B-cells is parameter sensitive Constituents of serum are very important to the total outcome of therapy MODEL OF RITUXAN LYSIS 1 0.9 0.8 Cell Lysis Probability 0.7 0.6 0.5 0.4 0.3 ADCC in media 0.2 CDC by serum Lysis in Serum 0.1 Idealized Process 0 0.3 0.35 0.4 0.45 0.5 0.55 0.6 0.65 0.7 0.75 0.8 0.85 ABS CD20 expression (millions) WM B-cell CD20 expression is in the range ~ 0.3 to 0.6 million/cell April 2009 About Rituxan in Human Serum: 16 Colin M Perrott
  • 17. Rate of change with CD20 expression (change per million) Maximum sensitivity is for the more expressive WM cells SENTIVITY OF RITUXAN LYSIS TO CD20 EXPRESSION 4.0 1.00 0.90 3.5 Gradient of Lysis Probability 0.80 Net Lysis Probability Grad CDC 3.0 0.70 Grad ADCC Grad Serum 2.5 0.60 CDC by serum Lysis in Serum 2.0 0.50 0.40 1.5 0.30 1.0 0.20 0.5 0.10 0.0 0.00 0.3 0.35 0.4 0.45 0.5 0.55 0.6 0.65 0.7 0.75 0.8 0.85 ABS CD20 expression (millions) WM B-cell CD20 expression is in the range ~ 0.3 to 0.6 million/cell April 2009 About Rituxan in Human Serum: 17 Colin M Perrott
  • 18. Rate of change with process efficiency Maximum sensitivity is for ♣ the least expressive WM cells ♣ effector cell dependent processes SENSITVITY OF RITUXAN LYSIS TO PROCESS EFFICIENCY 1.00 1.00 0.90 0.90 Gradient of Lysis Probability 0.80 0.80 Net Lysis Probability 0.70 0.70 0.60 0.60 0.50 0.50 0.40 0.40 0.30 0.30 δΨ/δΕ 0.20 NK CELL TOTAL CYTOTOXICITY 0.20 δΨ/δΧ COMPLEMENT PROCESSES 0.10 0.10 Ψ 0.00 0.00 0.3 0.35 0.4 0.45 0.5 0.55 0.6 0.65 0.7 0.75 0.8 0.85 ABS CD20 expression (millions) WM B-cell CD20 expression is in the range ~ 0.3 to 0.6 million/cell April 2009 About Rituxan in Human Serum: 18 Colin M Perrott
  • 19. Predicted gain from improved NK cell Cytotoxicity A significant gain occurs from media to serum, but ♣ very big steps are still required from there ! MODEL: CDC + variable ADCC Cytotoxicity 1 0.9 Cell Lysis Probability 0.8 ADCC in media Lysis in Serum 2x Cytotoxicity 0.7 4x Cytotoxicity 16x Cytotoxicity 0.6 0.5 0.4 0.3 0.35 0.4 0.45 0.5 0.55 0.6 0.65 0.7 0.75 0.8 0.85 ABS CD20 expression (millions) WM B-cell CD20 expression is in the range ~ 0.3 to 0.6 million/cell April 2009 About Rituxan in Human Serum: 19 Colin M Perrott
  • 20. Predicted gain from improved NK cell Cytotoxicity What matters is the number of cells surviving…. MODEL: CDC + variable ADCC Cytotoxicity 0.6 Cell Survival Probability 0.5 ADCC in media 0.4 Lysis in Serum 2x Cytotoxicity 0.3 4x Cytotoxicity 16x Cytotoxicity 0.2 0.1 0 0.3 0.35 0.4 0.45 0.5 0.55 0.6 0.65 0.7 0.75 0.8 0.85 ABS CD20 expression (millions) WM B-cell CD20 expression is in the range ~ 0.3 to 0.6 million/cell April 2009 About Rituxan in Human Serum: 20 Colin M Perrott
  • 21. Conclusions Complement & ADCC change places in order of importance Serum augments ADCC by a constant factor ~ 1.6x The data is consistent with NK cell cytotoxicity stimulation Overall lysis is greater for more CD20 expression on the B-cells Greatest lysis sensitivity to all factors occurs at ~ 575,000 CD20 /cell Total elimination of lymphoma B-cells will likely depend on effector cells additional to those in peripheral blood, e.g. macrophages and neutrophils Rituxan monotherapy: Analysis of in vitro lysis studies using PMBC’s 21