4b150e7401dc4405e3c54e564663715f pmc_10552644.pdf b15e5fd1da4acfecd79f5d1415c294fd7f47d3a1 pmc_10552644.pdf a0c481f5b62bea45c6f022d78df396880fa3246f87b6a1fa595853c8eb689a8d pmc_10552644.pdf Title: A quantitative systems pharmacology model for certolizumab pegol treatment in moderate-to-severe psoriasis Subject: Coto-Segura P, Segú-Vergés C, Martorell A, Moreno-Ramírez D, Jorba G, Junet V, Guerri F, Daura X, Oliva B, Cara C, Suárez-Magdalena O, Abraham S and Mas JM (2023) A quantitative systems pharmacology model for certolizumab pegol treatment in moderate-to-severe psoriasis. Front. Immunol. 14:1212981 Keywords: psoriasis, anti-TNF, certolizumab pegol, mathematical modelling, virtual population, mechanism of action Author: Pablo Coto-Segura CreationDate: Wed Sep 20 10:21:37 2023 CEST ModDate: Wed Sep 20 10:21:37 2023 CEST Custom Metadata: no Metadata Stream: yes Tagged: no UserProperties: no Suspects: no Form: none JavaScript: no Pages: 18 Encrypted: no Page size: 595.389 x 841.663 pts (A4) Page rot: 0 File size: 3687833 bytes Optimized: no PDF version: 1.4 name type encoding emb sub uni object ID ------------------------------------ ----------------- ---------------- --- --- --- --------- GONAIE+AdvTTd3a5f740 Type 1C WinAnsi yes yes no 1121 0 GONAJF+AdvTTd3a5f740+20 Type 1C WinAnsi yes yes no 1122 0 GONAJG+AdvPSA18C Type 1C WinAnsi yes yes no 1123 0 GONALG+AdvTTd3a5f740+01 Type 1C MacRoman yes yes no 1124 0 GONALH+AdvTT9b12cd41 Type 1C WinAnsi yes yes no 1125 0 GONAMI+AdvPSA323 Type 1C WinAnsi yes yes no 1132 0 GONAMJ+AdvTT9b12cd41+01 Type 1C MacRoman yes yes no 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bmark_-1156764834 Children: Item: Title: 1 Introduction Destination: s1 Item: Title: 2 Methods Destination: s2 Children: Item: Title: 2.1 Population definition Destination: s2_1 Children: Item: Title: 2.1.1 Demographical and clinical definition Destination: s2_1_1 Item: Title: 2.1.2 Molecular definition Destination: s2_1_2 Item: Title: 2.1.3 Sample size calculation Destination: s2_1_3 Item: Title: 2.1.4 Virtual population simulation Destination: s2_1_4 Item: Title: 2.2 Intervention definition Destination: s2_2 Children: Item: Title: 2.2.1 Certolizumab pegol molecular and pharmacokinetic characterization Destination: s2_2_1 Item: Title: 2.2.2 Physiologically based pharmacokinetic modelling Destination: s2_2_2 Item: Title: 2.3 QSP modelling – obtaining virtual patients Destination: s2_3 Children: Item: Title: 2.3.1 Systems biology-based modelling – TPMS Destination: s2_3_1 Item: Title: 2.3.2 Integrating PBPK and systems biology modelling – QSP models Destination: s2_3_2 Item: Title: 2.4 Data analysis Destination: s2_4 Children: Item: Title: 2.4.1 Statistical treatment Destination: s2_4_1 Item: Title: 2.4.2 Clustering algorithms Destination: s2_4_2 Item: Title: 2.4.3 Enrichment analysis Destination: s2_4_3 Item: Title: 2.5 Computational resources Destination: s2_5 Item: Title: 3 Results Destination: s3 Children: Item: Title: 3.1 Virtual population distribution matched literature patient demographics Destination: s3_1 Item: Title: 3.2 Physiologically based pharmacokinetic models fitted literature data Destination: s3_2 Item: Title: 3.3 SB and QSP models were able to reproduce known biological and clinical activity Destination: s3_3 Item: Title: 3.4 Patient-specific QSP mechanistic models can be clustered according to their molecular variability Destination: s3_4 Item: Title: 4 Discussion Destination: s4 Item: Title: 5 Conclusion Destination: s5 Item: Title: Data availability statement Destination: s6 Item: Title: Author contributions Destination: s7 Item: Title: Funding Destination: bmark_1865464027 Item: Title: Acknowledgments Destination: bmark_-366698314 Item: Title: Supplementary material Destination: bmark_632582120 Item: Title: References Destination: bmark_2090415954 Info: Title: A quantitative systems pharmacology model for certolizumab pegol treatment in moderate-to-severe psoriasis Author: Pablo Coto-Segura Subject: Coto-Segura P, Segú-Vergés C, Martorell A, Moreno-Ramírez D, Jorba G, Junet V, Guerri F, Daura X, Oliva B, Cara C, Suárez-Magdalena O, Abraham S and Mas JM (2023) A quantitative systems pharmacology model for certolizumab pegol treatment in moderate-to-severe psoriasis. Front. Immunol. 14:1212981 Keywords: psoriasis, anti-TNF, certolizumab pegol, mathematical modelling, virtual population, mechanism of action CreationDate: Wed Sep 20 10:21:37 CEST 2023 ModDate: Wed Sep 20 10:21:37 CEST 2023 ID: 0xe3c537208d1b2645d593375e7d84aee4, 0x750a9420d54ba649beae346ec826aa6a Filters: FilterPipeline: FlateDecode FilterPipeline: DCTDecode Images: Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 2919 ImageHeight: 577 BitsPerSample: 8 BitsPerSampleUnit: integer Image: NisoImageMetadata: FormatName: image/png ImageWidth: 2056 ImageHeight: 2216 BitsPerSample: 8 BitsPerSampleUnit: integer Filter: FlateDecode Image: NisoImageMetadata: FormatName: image/png ImageWidth: 1824 ImageHeight: 1559 BitsPerSample: 8 BitsPerSampleUnit: integer Filter: FlateDecode Image: NisoImageMetadata: FormatName: image/png ImageWidth: 2034 ImageHeight: 1713 BitsPerSample: 8 BitsPerSampleUnit: integer Filter: FlateDecode Image: NisoImageMetadata: FormatName: 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Sonya Abraham José Manuel Mas Coto-Segura P, Segú-Vergés C, Martorell A, Moreno-Ramírez D, Jorba G, Junet V, Guerri F, Daura X, Oliva B, Cara C, Suárez-Magdalena O, Abraham S and Mas JM (2023) A quantitative systems pharmacology model for certolizumab pegol treatment in moderate-to-severe psoriasis. Front. Immunol. 14:1212981 Copyright © 2023 Coto-Segura, Segú-Vergés, Martorell, Moreno-Ramírez, Jorba, Junet, Guerri, Daura, Oliva, Cara, Suárez-Magdalena, Abraham and Mas. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. psoriasis anti-TNF certolizumab pegol mathematical modelling virtual population mechanism of action A quantitative systems pharmacology model for certolizumab pegol treatment in moderate-to-severe psoriasis psoriasis, anti-TNF, certolizumab pegol, mathematical modelling, virtual population, mechanism of action True https://www.frontiersin.org/legal/copyright-statement 2023-09-20T16:21:37+08:00 2023-09-20T16:21:37+08:00 2023-09-20T16:21:37+08:00 uuid:06808876-30b3-422a-8ea0-abad6d9afd71 uuid:b31d700f-9a60-479f-824e-2c49e016430a Pages: Page: Label: 1 Annotations: Annotation: Subtype: Link Rect: 222, 691, 438, 712 Annotation: Subtype: Link Rect: 222, 666, 463, 687 Annotation: Subtype: Link Rect: 222, 641, 536, 662 Annotation: Subtype: Link Rect: 222, 616, 507, 637 Annotation: Subtype: Link Rect: 314, 571, 323, 580 Annotation: Subtype: Link Rect: 49, 33, 129, 40 Annotation: Subtype: Link Rect: 500, 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