1
Abstracts / Toxicology Letters 211S (2012) S43–S216 S121 P15: Safety Pharmacology P15-01 Predictive secondary pharmacology to identify off-target effects in drug discovery Tobias Noeske, Ola Engkvist, Scott Boyer AstraZeneca, Sweden Early identification of safety risks in drug discovery and their solution is critical to avoid project closures at later stages and sec- ondary pharmacology prediction is important in the overall safety assessment of a lead series. The concept of Predictive Secondary Pharmacology (PSP) is a similarity search of a test compound against AstraZenecaˇ ıs Chemistry Connect (CC) database 1 to iden- tify similar compounds and their associated bioactivity data. This database incorporates standardized internal (AZ) and external (publications/patents) pharmacology test results. We assessed the performance of the underlying methods of our PSP implementation by subjecting the GOSTAR 2 database, a subset of CC, to a temporal test. New entries from Feb 2010 edition with multiple activity data served as query molecules and GOSTARˇ ıs Nov 2009 edition comprised known active molecules. We investigated the probability of a query molecule to be active on the same tar- get as an active molecule as a function of Tanimoto similarity. Two molecular fingerprints were tested: ECFI (connectivity fingerprint) and FOYFI (path-based fingerprint). ECFI achieved 50% correct pre- dictions in medium to high similarity ranges (random hit rates on a selectivity panel of 100 targets do not exceed 5%). This enables chemists and toxicologists to identify and address safety risks in an interdisciplinary effort. A specific example includ- ing the identification of off-target pharmacology, identified by PSP and confirmed through a cascade of in vitro tests will be presented. This study shows how PSP methods can be developed, validated and put into practice in drug discovery. doi:10.1016/j.toxlet.2012.03.445 P15-02 Jacketed external telemetry in the guinea-pig Abdel-Ilah El Amrani, Anne-Marie Bétat, Stéphane Loriot, Jean-jacques Legrand, Roy Forster CiToxLAB France, France The guinea-pig is a well-established animal model for the evaluation of QT lengthening. The guinea-pig is routinely used as anesthetised model or as a conscious model using implanted telemetry. Implantation of telemetry devices in guinea-pigs requires surgical intervention that is time-consuming and expen- sive. Therefore, the purpose of the present study was to evaluate a newly established jacketed external telemetry approach in freely moving guinea-pigs. Female guinea-pigs were equipped with external jacketed telemetry using DSI transmitters and placed in plethysmography chambers allowing simultaneous recording of ECG and respiratory parameters. To evaluate the sensitivity of the model, effects of a low dose of sotalol (10 mg/kg) or vehicle (0.5% methylcellulose) on ECG were investigated in freely moving 1 Drug Discovery Today 2011, 16, 1019. 2 www.gvkbio.com. guinea-pigs (6 animals per group). In addition, effects of clonidine (5 mg/kg) on respiratory parameters were investigated. Drug treat- ments were performed by the oral route and all parameters were recorded one hour before and for a minimum of four hours after treatment. Although the dose-level of Sotalol used in the present study was low, significant increases in QT and QTb (Bazett’s cor- rection) were observed. When compared to the vehicle, clonidine produced significant decreases in tidal volume and increases in res- piratory rate. The present study suggests that the jacketed external telemetry model in freely moving guinea-pigs can be a valuable screening tool for the potential risk assessment of new chemical entities or biologics on cardio-respiratory function during the early drug development process. doi:10.1016/j.toxlet.2012.03.446 P15-03 Integrative wireless monitoring for animal wellbeing in safety pharmacology Didima De Groot 1 , Roderick Slieker 2 , Pascalle Van Loo 3 , Elwin Verheij 3 , Helle Lorentsen 4 , Morton Laursen 5 , Michael Markert 6 , Fabien Masse 7 , Frank Bouwens 7 1 TNO EELS, Netherlands, 2 Leiden University Medical Center, Leiden, Netherlands, 3 TNO EELS, Zeist, Netherlands, 4 Ellegaard Göttingen Minipigs A/S, Dalmose, Denmark, 5 Lundbeck A/S, Valby, Denmark, 6 Boehringer Ingelheim Pharma GmbH & Co K, Germany, 7 Holst Centre/imec, Eindhoven, Netherlands The applicability of Holst Centre wireless sensor node technol- ogy developed for use on humans is assessed for use on animals in light of reduction and refinement of animal use for biomed- ical (preclinical) research. The ‘Holst Centre ECG Necklace’ with 3D-accelerometer measuring non-invasively ECG, heart rate (HR) and motion/position was applied -for the first time- on minipig as new non-rodent model for safety pharmacology. Unlike pre- implanted devices, no surgery, anaesthesia or analgesia is required for the Holst Centre ECG Necklace. Results were compared with results of pre-implanted telemetry device (TSI technology). The Holst Centre ECG Necklace proved to be an accurate and valuable asset for wireless monitoring of ECG/HR and motion/positioning signals. The obtained results showed the reliability of the system compared to the existing technology, yet with a smaller form fac- tor. The ECG sensor node sampled a clear ECG signal and calculated the heart rate real-time, which was not influenced by motion arte- facts. In addition, the 3D accelerometer signals were successfully used in combination with ECG/HR and could exclude ambiguous signal changes. Its applicability to the minipig appeared very animal friendly. The sensor node is a stable platform for future extension and integration of more sensors. This warrants an integrative sys- tem for simultaneous assessment of multiple organ systems, with time contributing in full extent to animal refinement and reduc- tion, and so, time and costs. Apart from different sensors, other ‘non-rodent’ species like dog and NH-primate may benefit of such a preclinical multimodal sensor platform. doi:10.1016/j.toxlet.2012.03.447

Predictive secondary pharmacology to identify off-target effects in drug discovery

Embed Size (px)

Citation preview

Page 1: Predictive secondary pharmacology to identify off-target effects in drug discovery

etters

P

PPe

T

soaPatd(

Pom2tgmada

siaTa

d

PJ

AJ

eatrsnmepEt(

‘non-rodent’ species like dog and NH-primate may benefit of sucha preclinical multimodal sensor platform.

doi:10.1016/j.toxlet.2012.03.447

Abstracts / Toxicology L

15: Safety Pharmacology

15-01redictive secondary pharmacology to identify off-targetffects in drug discovery

obias Noeske, Ola Engkvist, Scott Boyer

AstraZeneca, Sweden

Early identification of safety risks in drug discovery and theirolution is critical to avoid project closures at later stages and sec-ndary pharmacology prediction is important in the overall safetyssessment of a lead series. The concept of Predictive Secondaryharmacology (PSP) is a similarity search of a test compoundgainst AstraZenecaı̌s Chemistry Connect (CC) database1 to iden-ify similar compounds and their associated bioactivity data. Thisatabase incorporates standardized internal (AZ) and externalpublications/patents) pharmacology test results.

We assessed the performance of the underlying methods of ourSP implementation by subjecting the GOSTAR2 database, a subsetf CC, to a temporal test. New entries from Feb 2010 edition withultiple activity data served as query molecules and GOSTARı̌s Nov

009 edition comprised known active molecules. We investigatedhe probability of a query molecule to be active on the same tar-et as an active molecule as a function of Tanimoto similarity. Twoolecular fingerprints were tested: ECFI (connectivity fingerprint)

nd FOYFI (path-based fingerprint). ECFI achieved 50% correct pre-ictions in medium to high similarity ranges (random hit rates onselectivity panel of 100 targets do not exceed 5%).

This enables chemists and toxicologists to identify and addressafety risks in an interdisciplinary effort. A specific example includ-ng the identification of off-target pharmacology, identified by PSPnd confirmed through a cascade of in vitro tests will be presented.his study shows how PSP methods can be developed, validatednd put into practice in drug discovery.

oi:10.1016/j.toxlet.2012.03.445

15-02acketed external telemetry in the guinea-pig

bdel-Ilah El Amrani, Anne-Marie Bétat, Stéphane Loriot,ean-jacques Legrand, Roy Forster

CiToxLAB France, France

The guinea-pig is a well-established animal model for thevaluation of QT lengthening. The guinea-pig is routinely useds anesthetised model or as a conscious model using implantedelemetry. Implantation of telemetry devices in guinea-pigsequires surgical intervention that is time-consuming and expen-ive. Therefore, the purpose of the present study was to evaluate aewly established jacketed external telemetry approach in freelyoving guinea-pigs. Female guinea-pigs were equipped with

xternal jacketed telemetry using DSI transmitters and placed inlethysmography chambers allowing simultaneous recording of

CG and respiratory parameters. To evaluate the sensitivity ofhe model, effects of a low dose of sotalol (10 mg/kg) or vehicle0.5% methylcellulose) on ECG were investigated in freely moving

1 Drug Discovery Today 2011, 16, 1019.2 www.gvkbio.com.

211S (2012) S43–S216 S121

guinea-pigs (6 animals per group). In addition, effects of clonidine(5 mg/kg) on respiratory parameters were investigated. Drug treat-ments were performed by the oral route and all parameters wererecorded one hour before and for a minimum of four hours aftertreatment. Although the dose-level of Sotalol used in the presentstudy was low, significant increases in QT and QTb (Bazett’s cor-rection) were observed. When compared to the vehicle, clonidineproduced significant decreases in tidal volume and increases in res-piratory rate. The present study suggests that the jacketed externaltelemetry model in freely moving guinea-pigs can be a valuablescreening tool for the potential risk assessment of new chemicalentities or biologics on cardio-respiratory function during the earlydrug development process.

doi:10.1016/j.toxlet.2012.03.446

P15-03Integrative wireless monitoring for animal wellbeing in safetypharmacology

Didima De Groot 1, Roderick Slieker 2, Pascalle Van Loo 3, ElwinVerheij 3, Helle Lorentsen 4, Morton Laursen 5, Michael Markert 6,Fabien Masse 7, Frank Bouwens 7

1 TNO EELS, Netherlands, 2 Leiden University Medical Center, Leiden,Netherlands, 3 TNO EELS, Zeist, Netherlands, 4 Ellegaard GöttingenMinipigs A/S, Dalmose, Denmark, 5 Lundbeck A/S, Valby, Denmark,6 Boehringer Ingelheim Pharma GmbH & Co K, Germany, 7 HolstCentre/imec, Eindhoven, Netherlands

The applicability of Holst Centre wireless sensor node technol-ogy developed for use on humans is assessed for use on animalsin light of reduction and refinement of animal use for biomed-ical (preclinical) research. The ‘Holst Centre ECG Necklace’ with3D-accelerometer measuring non-invasively ECG, heart rate (HR)and motion/position was applied -for the first time- on minipigas new non-rodent model for safety pharmacology. Unlike pre-implanted devices, no surgery, anaesthesia or analgesia is requiredfor the Holst Centre ECG Necklace. Results were compared withresults of pre-implanted telemetry device (TSI technology). TheHolst Centre ECG Necklace proved to be an accurate and valuableasset for wireless monitoring of ECG/HR and motion/positioningsignals. The obtained results showed the reliability of the systemcompared to the existing technology, yet with a smaller form fac-tor. The ECG sensor node sampled a clear ECG signal and calculatedthe heart rate real-time, which was not influenced by motion arte-facts. In addition, the 3D accelerometer signals were successfullyused in combination with ECG/HR and could exclude ambiguoussignal changes. Its applicability to the minipig appeared very animalfriendly. The sensor node is a stable platform for future extensionand integration of more sensors. This warrants an integrative sys-tem for simultaneous assessment of multiple organ systems, withtime contributing in full extent to animal refinement and reduc-tion, and so, time and costs. Apart from different sensors, other