EpiMatrix Antibody Immunogenicity Prediction (High Throughput)
September 11, 2013  (Epx Ver. 1.2) 

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Antibody Immunogenicity Prediction Heat Map

HERCEPTIN_VL
AVASTIN_VL
TYSABRI_VL
HUMICADE_VL
CAMPATH_VL
REMICADE_VL
RITUXAN_VL
HERCEPTIN_VH
AVASTIN_VH
TYSABRI_VH
HUMICADE_VH
RITUXAN_VH
REMICADE_VH
CAMPATH_VH


In evaluating the immunogenic potential of antibody sequences, we find it useful to characterize those antibodies according to two separate criteria; namely Tregitope content and effector, or neo-epitope, content. Antibodies with low neo-epitope content and high Tregitope content are the least likely to be immunogenic. Antibodies with low neo-epitope content and low Tregitope content are also frequently non-immunogenic. Antibodies in this category frequently produce anti-therapeutic antibody response rates between 5% and 10%. Antibodies with high neo-epitope content and high Tregitope content are the most difficult to characterize. In some cases, the immunogenic potential of neo-epitopes contained in humanized antibodies can be effectively controlled in the presence of significant numbers of Tregitopes. However, in general, we expect antibodies in this category to be more immunogenic than antibodies with fewer neo-epitopes and/or more Tregitopes. Antibodies with high neo-epitope content and low Tregitope content tend to be the most immunogenic with immunogenicity rates frequently exceeding 10%. Most chimeric antibodies fall into this category.


EpiMatrix HT Antibody Immunogenicity Report
September 11, 2013  (Epx Ver. 1.2) 


Optimal Antibodies (Low Effector Content - High Tregitope Content)
Antibody Tregitope-Adjusted
EpiMatrix
Protein Score1
Tregitope
Content2
Predicted Ab
Response (%)
Observed Ab
Response (%)
*** Herceptin *** -66.56 75.26 0.00 0.10
HERCEPTIN_VH --- HERCEPTIN_VL -66.56 75.26 0.00 n.a.
AVASTIN_VH --- AVASTIN_VL -31.61 67.57 0.65 n.a.
*** Avastin *** -31.61 67.57 0.65 0.00
Low Risk Antibodies (Low Effector Content - Low Tregitope Content)
Antibody Tregitope-Adjusted
EpiMatrix
Protein Score1
Tregitope
Content2
Predicted Ab
Response (%)
Observed Ab
Response (%)
TYSABRI_VH --- TYSABRI_VL -12.71 15.70 6.16 n.a.
*** Tysabri *** -12.71 15.70 6.16 7.00
*** Humicade *** -3.97 17.29 10.78 7.00
HUMICADE_VH --- HUMICADE_VL -3.97 17.29 10.79 n.a.
Mixed Antibodies (High Effector Content - High Tregitope Content)
Antibody Tregitope-Adjusted
EpiMatrix
Protein Score1
Tregitope
Content2
Predicted Ab
Response (%)
Observed Ab
Response (%)
CAMPATH_VH --- CAMPATH_VL 22.94 21.73 33.27 n.a.
*** Campath *** 22.94 21.72 33.28 45.00
High Risk Antibodies (High Effector Content - Low Tregitope Content)
Antibody Tregitope-Adjusted
EpiMatrix
Protein Score1
Tregitope
Content2
Predicted Ab
Response (%)
Observed Ab
Response (%)
REMICADE_VH --- REMICADE_VL 14.40 2.48 24.79 n.a.
*** Remicade *** 14.40 2.48 24.79 26.00
RITUXAN_VH --- RITUXAN_VL 22.53 0.00 32.84 n.a.
*** Rituxan *** 22.53 0.00 32.84 27.00
1Tregitope-adjusted EpiMatrix Score: Values greater than zero represent high effector epitope content.
2Tregitope content: Values greater than +20 represent high Tregitope content.

Additional factors not analyzed here, such as dose, route, purity, aggregation, mechanism of synthesis (i.e. mammalian vs. bacterial expression), and target can also affect observed anti-therapeutic antibody response.