A Quantitative Systems Pharmacology Model of Gaucher Disease Type 1 Provides Mechanistic Insight Into the Response to Substrate Reduction Therapy With Eliglustat

被引:19
作者
Abrams, Ruth [1 ]
Kaddi, Chanchala D. [1 ,5 ]
Tao, Mengdi [1 ]
Leiser, Randolph J. [1 ]
Simoni, Giulia [3 ]
Reali, Federico [3 ]
Tolsma, John [4 ]
Jasper, Paul [4 ]
van Rijn, Zachary [1 ]
Li, Jing [1 ]
Niesner, Bradley [1 ]
Barrett, Jeffrey S. [1 ,5 ]
Marchetti, Luca [3 ]
Peterschmitt, M. Judith [2 ]
Azer, Karim [1 ,5 ]
Neves-Zaph, Susana [1 ]
机构
[1] Sanofi, Digital Data Sci, Translat Dis Modelling, Bridgewater, NJ 08807 USA
[2] Sanofi Genzyme, Cambridge, MA USA
[3] Univ Trento, Ctr Computat & Syst Biol COSBI, Fdn Microsoft Res, Rovereto, Italy
[4] RES Grp Inc, Needham, MA USA
[5] Bill & Melinda Gates Med Res Inst, Cambridge, MA USA
关键词
ENZYME REPLACEMENT THERAPY; ACID BETA-GLUCOSIDASE; OUTCOMES; CHILDREN; GLUCOCEREBROSIDASE; MANIFESTATIONS; IMIGLUCERASE; DEFICIENCY; EFFICACY; PHASE-3;
D O I
10.1002/psp4.12506
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Gaucher's disease type 1 (GD1) leads to significant morbidity and mortality through clinical manifestations, such as splenomegaly, hematological complications, and bone disease. Two types of therapies are currently approved for GD1: enzyme replacement therapy (ERT), and substrate reduction therapy (SRT). In this study, we have developed a quantitative systems pharmacology (QSP) model, which recapitulates the effects of eliglustat, the only first-line SRT approved for GD1, on treatment-naive or patients with ERT-stabilized adult GD1. This multiscale model represents the mechanism of action of eliglustat that leads toward reduction of spleen volume. Model capabilities were illustrated through the application of the model to predict ERT and eliglustat responses in virtual populations of adult patients with GD1, representing patients across a spectrum of disease severity as defined by genotype-phenotype relationships. In summary, the QSP model provides a mechanistic computational platform for predicting treatment response via different modalities within the heterogeneous GD1 patient population.
引用
收藏
页码:374 / 383
页数:10
相关论文
共 47 条
[11]   Accuracy of ultrasonography in assessing spleen and liver size in patients with Gaucher disease: Comparison to computed tomographic measurements [J].
Elstein, D ;
HadasHalpern, I ;
Azuri, Y ;
Abrahamov, A ;
BarZiv, Y ;
Zimran, A .
JOURNAL OF ULTRASOUND IN MEDICINE, 1997, 16 (03) :209-211
[12]   Lysosomal glycosphingolipid catabolism by acid ceramidase: formation of glycosphingoid bases during deficiency of glycosidases [J].
Ferraz, Maria J. ;
Marques, Andre R. A. ;
Appelman, Monique D. ;
Verhoek, Marri ;
Strijland, Anneke ;
Mirzaian, Mina ;
Scheij, Saskia ;
Ouairy, Cecile M. ;
Lahav, Daniel ;
Wisse, Patrick ;
Overkleeft, Herman S. ;
Boot, Rolf G. ;
Aerts, Johannes M. .
FEBS LETTERS, 2016, 590 (06) :716-725
[13]   Lyso-glycosphingolipid abnormalities in different murine models of lysosomal storage disorders [J].
Ferraz, Maria J. ;
Marques, Andre R. A. ;
Gaspar, Paulo ;
Mirzaian, Mina ;
van Roomen, Cindy ;
Ottenhoff, Roelof ;
Alfonso, Pilar ;
Irun, Pilar ;
Giraldo, Pilar ;
Wisse, Patrick ;
Miranda, Clara Sa ;
Overkleeft, Herman S. ;
Aerts, Johannes M. .
MOLECULAR GENETICS AND METABOLISM, 2016, 117 (02) :186-193
[14]   Exhaustive screening of the acid β-glucosidase gene, by fluorescence-assisted mismatch analysis using universal primers:: Mutation profile and genotype/phenotype correlations in Gaucher disease [J].
Germain, DP ;
Puech, JP ;
Caillaud, C ;
Kahn, A ;
Poenaru, L .
AMERICAN JOURNAL OF HUMAN GENETICS, 1998, 63 (02) :415-427
[15]   ENZYME THERAPY IN TYPE-1 GAUCHER DISEASE - COMPARATIVE EFFICACY OF MANNOSE-TERMINATED GLUCOCEREBROSIDASE FROM NATURAL AND RECOMBINANT SOURCES [J].
GRABOWSKI, GA ;
BARTON, NW ;
PASTORES, G ;
DAMBROSIA, JM ;
BANERJEE, TK ;
MCKEE, MA ;
PARKER, C ;
SCHIFFMANN, R ;
HILL, SC ;
BRADY, RO .
ANNALS OF INTERNAL MEDICINE, 1995, 122 (01) :33-39
[16]  
Grabowski GregoryA., 2014, The Online Metabolic and Molecular Bases o f Inherited Disease
[17]  
GRACE ME, 1994, J BIOL CHEM, V269, P2283
[18]   The role of epigenetics in lysosomal storage disorders: Uncharted territory [J].
Hassan, Shahzeb ;
Sidransky, Ellen ;
Tayebi, Nahid .
MOLECULAR GENETICS AND METABOLISM, 2017, 122 (03) :10-18
[19]  
Heymsfield Steven., 1997, EMERGING TECHNOLOGIE, P127
[20]   Mechanistic Models Predict Efficacy of CCR5-Deficient Stem Cell Transplants in HIV Patient Populations [J].
Hosseini, I. ;
Mac Gabhann, F. .
CPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY, 2016, 5 (02) :82-90