Loading…
Comparison of Titer and Signal to Noise (S/N) for Determination of Anti-drug Antibody Magnitude Using Clinical Data from an Industry Consortium
During biotherapeutic drug development, immunogenicity is evaluated by measuring anti-drug antibodies (ADAs). The presence and magnitude of ADA responses is assessed using a multi-tier workflow where samples are screened, confirmed, and titered. Recent reports suggest that the assay signal to noise...
Saved in:
Published in: | The AAPS journal 2022-07, Vol.24 (4), p.81-81, Article 81 |
---|---|
Main Authors: | , , , , , , , , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | cdi_FETCH-LOGICAL-c365t-d84d49103c790c1c501ca6cccf0fadf1afda913fcfc1449ef7ce904e477c35f93 |
---|---|
cites | cdi_FETCH-LOGICAL-c365t-d84d49103c790c1c501ca6cccf0fadf1afda913fcfc1449ef7ce904e477c35f93 |
container_end_page | 81 |
container_issue | 4 |
container_start_page | 81 |
container_title | The AAPS journal |
container_volume | 24 |
creator | Starcevic Manning, Marta Hassanein, Mohamed Partridge, Michael A. Jawa, Vibha Mora, Johanna Ryman, Josiah Barker, Breann Braithwaite, Christian Carleton, Kevin Hay, Laura Hottenstein, Charles Kubiak, Robert J. Devanarayan, Viswanath |
description | During biotherapeutic drug development, immunogenicity is evaluated by measuring anti-drug antibodies (ADAs). The presence and magnitude of ADA responses is assessed using a multi-tier workflow where samples are screened, confirmed, and titered. Recent reports suggest that the assay signal to noise ratio (
S
/
N
) obtained during the screening tier correlates well with titer. To determine whether
S
/
N
could more broadly replace titer, anonymized ADA data from a consortium of sponsors was collected and analyzed. Datasets from clinical programs with therapeutics of varying immunogenicity risk levels (low to high), common ADA assay platforms (ELISA and MSD) and formats (bridging, direct, solid-phase extraction with acid dissociation), and titration approaches (endpoint and interpolated) were included in the analysis. A statistically significant correlation between
S
/
N
and titer was observed in all datasets, with a strong correlation (Spearman’s
r
> 0.8) in 11 out of 15 assays (73%). For assays with available data, conclusions regarding ADA impact on pharmacokinetics and pharmacodynamics were similar using
S
/
N
or titer. Subject ADA kinetic profiles were also comparable using the two measurements. Determination of antibody boosting in patients with pre-existing responses could be accomplished using similar approaches for titer and
S
/
N
. Investigation of factors that impacted the accuracy of ADA magnitude measurements revealed advantages and disadvantages to both approaches. In general,
S
/
N
had superior precision and ability to detect potentially low affinity/avidity responses compared to titer. This analysis indicates that
S
/
N
could serve as an equivalent and in some cases preferable alternative to titer for assessing ADA magnitude and evaluation of impact on clinical responses.
Graphical Abstract |
doi_str_mv | 10.1208/s12248-022-00728-8 |
format | article |
fullrecord | <record><control><sourceid>gale_proqu</sourceid><recordid>TN_cdi_proquest_miscellaneous_2689057474</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A721746863</galeid><sourcerecordid>A721746863</sourcerecordid><originalsourceid>FETCH-LOGICAL-c365t-d84d49103c790c1c501ca6cccf0fadf1afda913fcfc1449ef7ce904e477c35f93</originalsourceid><addsrcrecordid>eNp9kblO5TAUQCME0rD9AJUlGigC3hIn5VOYBYmBAqgt4yW6KLEftlO8r-CXx5ApZqTRyIWvrHOui1NVZwRfEYq760Qo5V2NKa0xFrSru73qkDQNrgUn7f4f85fqKKVXjBllhBxW70OYtypCCh4Fh54g24iUN-gRRq8mlAO6D5Asuni8vr9ELkR0Ywszg1cZVmnjM9QmLuPn9BLMDv1Uo4e8GIueE_gRDRN40GXfjcoKuRjm8gm69WZJOe7QEHwKMcMyn1QHTk3Jnv6-j6vnb1-fhh_13cP322FzV2vWNrk2HTe8J5hp0WNNdIOJVq3W2mGnjCPKGdUT5rTThPPeOqFtj7nlQmjWuJ4dVxfr3m0Mb4tNWc6QtJ0m5W1YkqRt1-NGcMELer6io5qsBO9Cjkp_4HIjKBG87VpWqKt_UOUYO4MO3joo738JdBV0DClF6-Q2wqziThIsP6LKNaosUeVnVNkVia1SKrAfbZSvYYklVPqf9Qu9t6Ua</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2689057474</pqid></control><display><type>article</type><title>Comparison of Titer and Signal to Noise (S/N) for Determination of Anti-drug Antibody Magnitude Using Clinical Data from an Industry Consortium</title><source>Springer Nature:Jisc Collections:Springer Nature Read and Publish 2023-2025: Springer Reading List</source><creator>Starcevic Manning, Marta ; Hassanein, Mohamed ; Partridge, Michael A. ; Jawa, Vibha ; Mora, Johanna ; Ryman, Josiah ; Barker, Breann ; Braithwaite, Christian ; Carleton, Kevin ; Hay, Laura ; Hottenstein, Charles ; Kubiak, Robert J. ; Devanarayan, Viswanath</creator><creatorcontrib>Starcevic Manning, Marta ; Hassanein, Mohamed ; Partridge, Michael A. ; Jawa, Vibha ; Mora, Johanna ; Ryman, Josiah ; Barker, Breann ; Braithwaite, Christian ; Carleton, Kevin ; Hay, Laura ; Hottenstein, Charles ; Kubiak, Robert J. ; Devanarayan, Viswanath</creatorcontrib><description>During biotherapeutic drug development, immunogenicity is evaluated by measuring anti-drug antibodies (ADAs). The presence and magnitude of ADA responses is assessed using a multi-tier workflow where samples are screened, confirmed, and titered. Recent reports suggest that the assay signal to noise ratio (
S
/
N
) obtained during the screening tier correlates well with titer. To determine whether
S
/
N
could more broadly replace titer, anonymized ADA data from a consortium of sponsors was collected and analyzed. Datasets from clinical programs with therapeutics of varying immunogenicity risk levels (low to high), common ADA assay platforms (ELISA and MSD) and formats (bridging, direct, solid-phase extraction with acid dissociation), and titration approaches (endpoint and interpolated) were included in the analysis. A statistically significant correlation between
S
/
N
and titer was observed in all datasets, with a strong correlation (Spearman’s
r
> 0.8) in 11 out of 15 assays (73%). For assays with available data, conclusions regarding ADA impact on pharmacokinetics and pharmacodynamics were similar using
S
/
N
or titer. Subject ADA kinetic profiles were also comparable using the two measurements. Determination of antibody boosting in patients with pre-existing responses could be accomplished using similar approaches for titer and
S
/
N
. Investigation of factors that impacted the accuracy of ADA magnitude measurements revealed advantages and disadvantages to both approaches. In general,
S
/
N
had superior precision and ability to detect potentially low affinity/avidity responses compared to titer. This analysis indicates that
S
/
N
could serve as an equivalent and in some cases preferable alternative to titer for assessing ADA magnitude and evaluation of impact on clinical responses.
Graphical Abstract</description><identifier>ISSN: 1550-7416</identifier><identifier>EISSN: 1550-7416</identifier><identifier>DOI: 10.1208/s12248-022-00728-8</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>Antibodies ; Biochemistry ; Biomedical and Life Sciences ; Biomedicine ; Biopharmaceutics ; Biotechnology ; Consortia ; Enzyme-linked immunosorbent assay ; Pharmacology/Toxicology ; Pharmacy ; Research Article ; Viral antibodies</subject><ispartof>The AAPS journal, 2022-07, Vol.24 (4), p.81-81, Article 81</ispartof><rights>The Author(s) 2022</rights><rights>COPYRIGHT 2022 Springer</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c365t-d84d49103c790c1c501ca6cccf0fadf1afda913fcfc1449ef7ce904e477c35f93</citedby><cites>FETCH-LOGICAL-c365t-d84d49103c790c1c501ca6cccf0fadf1afda913fcfc1449ef7ce904e477c35f93</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27903,27904</link.rule.ids></links><search><creatorcontrib>Starcevic Manning, Marta</creatorcontrib><creatorcontrib>Hassanein, Mohamed</creatorcontrib><creatorcontrib>Partridge, Michael A.</creatorcontrib><creatorcontrib>Jawa, Vibha</creatorcontrib><creatorcontrib>Mora, Johanna</creatorcontrib><creatorcontrib>Ryman, Josiah</creatorcontrib><creatorcontrib>Barker, Breann</creatorcontrib><creatorcontrib>Braithwaite, Christian</creatorcontrib><creatorcontrib>Carleton, Kevin</creatorcontrib><creatorcontrib>Hay, Laura</creatorcontrib><creatorcontrib>Hottenstein, Charles</creatorcontrib><creatorcontrib>Kubiak, Robert J.</creatorcontrib><creatorcontrib>Devanarayan, Viswanath</creatorcontrib><title>Comparison of Titer and Signal to Noise (S/N) for Determination of Anti-drug Antibody Magnitude Using Clinical Data from an Industry Consortium</title><title>The AAPS journal</title><addtitle>AAPS J</addtitle><description>During biotherapeutic drug development, immunogenicity is evaluated by measuring anti-drug antibodies (ADAs). The presence and magnitude of ADA responses is assessed using a multi-tier workflow where samples are screened, confirmed, and titered. Recent reports suggest that the assay signal to noise ratio (
S
/
N
) obtained during the screening tier correlates well with titer. To determine whether
S
/
N
could more broadly replace titer, anonymized ADA data from a consortium of sponsors was collected and analyzed. Datasets from clinical programs with therapeutics of varying immunogenicity risk levels (low to high), common ADA assay platforms (ELISA and MSD) and formats (bridging, direct, solid-phase extraction with acid dissociation), and titration approaches (endpoint and interpolated) were included in the analysis. A statistically significant correlation between
S
/
N
and titer was observed in all datasets, with a strong correlation (Spearman’s
r
> 0.8) in 11 out of 15 assays (73%). For assays with available data, conclusions regarding ADA impact on pharmacokinetics and pharmacodynamics were similar using
S
/
N
or titer. Subject ADA kinetic profiles were also comparable using the two measurements. Determination of antibody boosting in patients with pre-existing responses could be accomplished using similar approaches for titer and
S
/
N
. Investigation of factors that impacted the accuracy of ADA magnitude measurements revealed advantages and disadvantages to both approaches. In general,
S
/
N
had superior precision and ability to detect potentially low affinity/avidity responses compared to titer. This analysis indicates that
S
/
N
could serve as an equivalent and in some cases preferable alternative to titer for assessing ADA magnitude and evaluation of impact on clinical responses.
Graphical Abstract</description><subject>Antibodies</subject><subject>Biochemistry</subject><subject>Biomedical and Life Sciences</subject><subject>Biomedicine</subject><subject>Biopharmaceutics</subject><subject>Biotechnology</subject><subject>Consortia</subject><subject>Enzyme-linked immunosorbent assay</subject><subject>Pharmacology/Toxicology</subject><subject>Pharmacy</subject><subject>Research Article</subject><subject>Viral antibodies</subject><issn>1550-7416</issn><issn>1550-7416</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9kblO5TAUQCME0rD9AJUlGigC3hIn5VOYBYmBAqgt4yW6KLEftlO8r-CXx5ApZqTRyIWvrHOui1NVZwRfEYq760Qo5V2NKa0xFrSru73qkDQNrgUn7f4f85fqKKVXjBllhBxW70OYtypCCh4Fh54g24iUN-gRRq8mlAO6D5Asuni8vr9ELkR0Ywszg1cZVmnjM9QmLuPn9BLMDv1Uo4e8GIueE_gRDRN40GXfjcoKuRjm8gm69WZJOe7QEHwKMcMyn1QHTk3Jnv6-j6vnb1-fhh_13cP322FzV2vWNrk2HTe8J5hp0WNNdIOJVq3W2mGnjCPKGdUT5rTThPPeOqFtj7nlQmjWuJ4dVxfr3m0Mb4tNWc6QtJ0m5W1YkqRt1-NGcMELer6io5qsBO9Cjkp_4HIjKBG87VpWqKt_UOUYO4MO3joo738JdBV0DClF6-Q2wqziThIsP6LKNaosUeVnVNkVia1SKrAfbZSvYYklVPqf9Qu9t6Ua</recordid><startdate>20220712</startdate><enddate>20220712</enddate><creator>Starcevic Manning, Marta</creator><creator>Hassanein, Mohamed</creator><creator>Partridge, Michael A.</creator><creator>Jawa, Vibha</creator><creator>Mora, Johanna</creator><creator>Ryman, Josiah</creator><creator>Barker, Breann</creator><creator>Braithwaite, Christian</creator><creator>Carleton, Kevin</creator><creator>Hay, Laura</creator><creator>Hottenstein, Charles</creator><creator>Kubiak, Robert J.</creator><creator>Devanarayan, Viswanath</creator><general>Springer International Publishing</general><general>Springer</general><scope>C6C</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20220712</creationdate><title>Comparison of Titer and Signal to Noise (S/N) for Determination of Anti-drug Antibody Magnitude Using Clinical Data from an Industry Consortium</title><author>Starcevic Manning, Marta ; Hassanein, Mohamed ; Partridge, Michael A. ; Jawa, Vibha ; Mora, Johanna ; Ryman, Josiah ; Barker, Breann ; Braithwaite, Christian ; Carleton, Kevin ; Hay, Laura ; Hottenstein, Charles ; Kubiak, Robert J. ; Devanarayan, Viswanath</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c365t-d84d49103c790c1c501ca6cccf0fadf1afda913fcfc1449ef7ce904e477c35f93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Antibodies</topic><topic>Biochemistry</topic><topic>Biomedical and Life Sciences</topic><topic>Biomedicine</topic><topic>Biopharmaceutics</topic><topic>Biotechnology</topic><topic>Consortia</topic><topic>Enzyme-linked immunosorbent assay</topic><topic>Pharmacology/Toxicology</topic><topic>Pharmacy</topic><topic>Research Article</topic><topic>Viral antibodies</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Starcevic Manning, Marta</creatorcontrib><creatorcontrib>Hassanein, Mohamed</creatorcontrib><creatorcontrib>Partridge, Michael A.</creatorcontrib><creatorcontrib>Jawa, Vibha</creatorcontrib><creatorcontrib>Mora, Johanna</creatorcontrib><creatorcontrib>Ryman, Josiah</creatorcontrib><creatorcontrib>Barker, Breann</creatorcontrib><creatorcontrib>Braithwaite, Christian</creatorcontrib><creatorcontrib>Carleton, Kevin</creatorcontrib><creatorcontrib>Hay, Laura</creatorcontrib><creatorcontrib>Hottenstein, Charles</creatorcontrib><creatorcontrib>Kubiak, Robert J.</creatorcontrib><creatorcontrib>Devanarayan, Viswanath</creatorcontrib><collection>Springer Nature OA Free Journals</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>The AAPS journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Starcevic Manning, Marta</au><au>Hassanein, Mohamed</au><au>Partridge, Michael A.</au><au>Jawa, Vibha</au><au>Mora, Johanna</au><au>Ryman, Josiah</au><au>Barker, Breann</au><au>Braithwaite, Christian</au><au>Carleton, Kevin</au><au>Hay, Laura</au><au>Hottenstein, Charles</au><au>Kubiak, Robert J.</au><au>Devanarayan, Viswanath</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Comparison of Titer and Signal to Noise (S/N) for Determination of Anti-drug Antibody Magnitude Using Clinical Data from an Industry Consortium</atitle><jtitle>The AAPS journal</jtitle><stitle>AAPS J</stitle><date>2022-07-12</date><risdate>2022</risdate><volume>24</volume><issue>4</issue><spage>81</spage><epage>81</epage><pages>81-81</pages><artnum>81</artnum><issn>1550-7416</issn><eissn>1550-7416</eissn><abstract>During biotherapeutic drug development, immunogenicity is evaluated by measuring anti-drug antibodies (ADAs). The presence and magnitude of ADA responses is assessed using a multi-tier workflow where samples are screened, confirmed, and titered. Recent reports suggest that the assay signal to noise ratio (
S
/
N
) obtained during the screening tier correlates well with titer. To determine whether
S
/
N
could more broadly replace titer, anonymized ADA data from a consortium of sponsors was collected and analyzed. Datasets from clinical programs with therapeutics of varying immunogenicity risk levels (low to high), common ADA assay platforms (ELISA and MSD) and formats (bridging, direct, solid-phase extraction with acid dissociation), and titration approaches (endpoint and interpolated) were included in the analysis. A statistically significant correlation between
S
/
N
and titer was observed in all datasets, with a strong correlation (Spearman’s
r
> 0.8) in 11 out of 15 assays (73%). For assays with available data, conclusions regarding ADA impact on pharmacokinetics and pharmacodynamics were similar using
S
/
N
or titer. Subject ADA kinetic profiles were also comparable using the two measurements. Determination of antibody boosting in patients with pre-existing responses could be accomplished using similar approaches for titer and
S
/
N
. Investigation of factors that impacted the accuracy of ADA magnitude measurements revealed advantages and disadvantages to both approaches. In general,
S
/
N
had superior precision and ability to detect potentially low affinity/avidity responses compared to titer. This analysis indicates that
S
/
N
could serve as an equivalent and in some cases preferable alternative to titer for assessing ADA magnitude and evaluation of impact on clinical responses.
Graphical Abstract</abstract><cop>Cham</cop><pub>Springer International Publishing</pub><doi>10.1208/s12248-022-00728-8</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1550-7416 |
ispartof | The AAPS journal, 2022-07, Vol.24 (4), p.81-81, Article 81 |
issn | 1550-7416 1550-7416 |
language | eng |
recordid | cdi_proquest_miscellaneous_2689057474 |
source | Springer Nature:Jisc Collections:Springer Nature Read and Publish 2023-2025: Springer Reading List |
subjects | Antibodies Biochemistry Biomedical and Life Sciences Biomedicine Biopharmaceutics Biotechnology Consortia Enzyme-linked immunosorbent assay Pharmacology/Toxicology Pharmacy Research Article Viral antibodies |
title | Comparison of Titer and Signal to Noise (S/N) for Determination of Anti-drug Antibody Magnitude Using Clinical Data from an Industry Consortium |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-24T10%3A28%3A12IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_proqu&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Comparison%20of%20Titer%20and%20Signal%20to%20Noise%20(S/N)%20for%20Determination%20of%20Anti-drug%20Antibody%20Magnitude%20Using%20Clinical%20Data%20from%20an%20Industry%20Consortium&rft.jtitle=The%20AAPS%20journal&rft.au=Starcevic%20Manning,%20Marta&rft.date=2022-07-12&rft.volume=24&rft.issue=4&rft.spage=81&rft.epage=81&rft.pages=81-81&rft.artnum=81&rft.issn=1550-7416&rft.eissn=1550-7416&rft_id=info:doi/10.1208/s12248-022-00728-8&rft_dat=%3Cgale_proqu%3EA721746863%3C/gale_proqu%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c365t-d84d49103c790c1c501ca6cccf0fadf1afda913fcfc1449ef7ce904e477c35f93%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2689057474&rft_id=info:pmid/&rft_galeid=A721746863&rfr_iscdi=true |