TY - JOUR
T1 - Pharmacodynamic measures within tumors expose differential activity of PD(L)-1 antibody therapeutics
AU - Kumar, Dhiraj
AU - Mishra, Akhilesh
AU - Lisok, Ala
AU - Kureshi, Rakeeb
AU - Shelake, Sagar
AU - Plyku, Donika
AU - Sen, Rupashree
AU - Doucet, Michele
AU - De Silva, Ravindra A.
AU - Mease, Ronnie C.
AU - Forde, Patrick M.
AU - Jaffee, Elizabeth M.
AU - Desai, Prashant
AU - Ganguly, Sudipto
AU - Gabrielson, Edward
AU - Vaidya, Dhananjay
AU - Spangler, Jamie B.
AU - Nimmagadda, Sridhar
N1 - Funding Information:
Author contributions: D.K., A.M., R.K., S.S., P.D., S.G., D.V., J.B.S., and S.N. designed research; D.K., A.M., A.L., R.K., S.S., D.P., R.S., M.D., R.A.D.S., R.C.M., P.D., S.G., E.G., J.B.S., and S.N. performed research; D.K., A.M., R.K., S.S., P.D., E.G., J.B.S., and S.N. contributed new reagents/analytic tools; D.K., A.M., A.L., R.K., S.S., D.P., P.D., S.G., E.G., D.V., J.B.S., and S.N. analyzed data; and D.K., A.M., R.K., S.S., D.P., R.A.D.S., R.C.M., P.M.F., E.M.J., P.D., S.G., E.G., D.V., J.B.S., and S.N. wrote the paper. Competing interest statement: D.K. and S.N. are coinventors on a pending US patent covering [18F]DK222 and as such are entitled to a portion of any licensing fees and royalties generated by this technology. This arrangement has been reviewed and approved by the Johns Hopkins University in accordance with its conflict-of-interest policies. S.N. is a consultant for and receives funding from Precision Molecular, Inc. This article is a PNAS Direct Submission. Published under the PNAS license. 1To whom correspondence may be addressed. Email: snimmag1@jhmi.edu. This article contains supporting information online at https://www.pnas.org/lookup/suppl/ doi:10.1073/pnas.2107982118/-/DCSupplemental. Published September 10, 2021.
Publisher Copyright:
© 2021 National Academy of Sciences. All rights reserved.
PY - 2021/9/14
Y1 - 2021/9/14
N2 - Macromolecules such as monoclonal antibodies (mAbs) are likely to experience poor tumor penetration because of their large size, and thus low drug exposure of target cells within a tumor could contribute to suboptimal responses. Given the challenge of inadequate quantitative tools to assess mAb activity within tumors, we hypothesized that measurement of accessible target levels in tumors could elucidate the pharmacologic activity of a mAb and could be used to compare the activity of different mAbs. Using positron emission tomography (PET), we measured the pharmacodynamics of immune checkpoint protein programmed-death ligand 1 (PD-L1) to evaluate pharmacologic effects of mAbs targeting PD-L1 and its receptor programmed cell death protein 1 (PD-1). For PD-L1 quantification, we first developed a small peptide-based fluorine-18-labeled PET imaging agent, [18F]DK222, which provided high-contrast images in preclinical models. We then quantified accessible PD-L1 levels in the tumor bed during treatment with anti-PD-1 and anti-PD-L1 mAbs. Applying mixed-effects models to these data, we found subtle differences in the pharmacodynamic effects of two anti-PD-1 mAbs (nivolumab and pembrolizumab). In contrast, we observed starkly divergent target engagement with anti-PD-L1 mAbs (atezolizumab, avelumab, and durvalumab) that were administered at equivalent doses, correlating with differential effects on tumor growth. Thus, we show that measuring PD-L1 pharmacodynamics informs mechanistic understanding of therapeutic mAbs targeting PD-L1 and PD-1. These findings demonstrate the value of quantifying target pharmacodynamics to elucidate the pharmacologic activity of mAbs, independent of mAb biophysical properties and inclusive of all physiological variables, which are highly heterogeneous within and across tumors and patients.
AB - Macromolecules such as monoclonal antibodies (mAbs) are likely to experience poor tumor penetration because of their large size, and thus low drug exposure of target cells within a tumor could contribute to suboptimal responses. Given the challenge of inadequate quantitative tools to assess mAb activity within tumors, we hypothesized that measurement of accessible target levels in tumors could elucidate the pharmacologic activity of a mAb and could be used to compare the activity of different mAbs. Using positron emission tomography (PET), we measured the pharmacodynamics of immune checkpoint protein programmed-death ligand 1 (PD-L1) to evaluate pharmacologic effects of mAbs targeting PD-L1 and its receptor programmed cell death protein 1 (PD-1). For PD-L1 quantification, we first developed a small peptide-based fluorine-18-labeled PET imaging agent, [18F]DK222, which provided high-contrast images in preclinical models. We then quantified accessible PD-L1 levels in the tumor bed during treatment with anti-PD-1 and anti-PD-L1 mAbs. Applying mixed-effects models to these data, we found subtle differences in the pharmacodynamic effects of two anti-PD-1 mAbs (nivolumab and pembrolizumab). In contrast, we observed starkly divergent target engagement with anti-PD-L1 mAbs (atezolizumab, avelumab, and durvalumab) that were administered at equivalent doses, correlating with differential effects on tumor growth. Thus, we show that measuring PD-L1 pharmacodynamics informs mechanistic understanding of therapeutic mAbs targeting PD-L1 and PD-1. These findings demonstrate the value of quantifying target pharmacodynamics to elucidate the pharmacologic activity of mAbs, independent of mAb biophysical properties and inclusive of all physiological variables, which are highly heterogeneous within and across tumors and patients.
KW - Drug disposition
KW - Immune checkpoint therapy
KW - PET
KW - Pharmacodynamics
KW - Pharmacokinetics
UR - http://www.scopus.com/inward/record.url?scp=85114715925&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85114715925&partnerID=8YFLogxK
U2 - 10.1073/pnas.2107982118
DO - 10.1073/pnas.2107982118
M3 - Article
C2 - 34508005
AN - SCOPUS:85114715925
SN - 0027-8424
VL - 118
JO - Proceedings of the National Academy of Sciences of the United States of America
JF - Proceedings of the National Academy of Sciences of the United States of America
IS - 37
M1 - e2107982118
ER -