Submitting Institution
University of GlasgowUnit of Assessment
Mathematical SciencesSummary Impact Type
PoliticalResearch Subject Area(s)
Mathematical Sciences: Statistics
Economics: Applied Economics
Summary of the impact
Statistical research has played a leading role in the creation of two
pain measurement tools for
dogs and a welfare tool for farm animals. The Glasgow Composite Measure
Pain Scale (CMPS)
was the first validated, multidimensional tool for assessing acute pain in
domestic animals in
surgical and clinical settings, leading to improved treatment. The tool is
based on a statistical
model and is unique in providing an intervention threshold for pain
relief. Since its launch in 2008, it
has been downloaded by over 3,000 users from both veterinary practice and
industry and it has
been used by several companies for regulatory approval of novel
analgesics. A second pain
measurement tool (GUVQuest) was developed for chronic pain in dogs,
enabling its impact on
quality of life to be assessed. This tool is suitable for animal owners
and is being exploited
commercially in web-based form. A welfare tool for pigs has also been
developed using the same
statistical principles and work is underway on the development of similar
tools for cows and cats.
Underpinning research
Measurement is fundamental to the application of scientific methods in
almost any context and
statistical methodology provides a principled basis for dealing with the
variation, analysis and
interpretation of measurement data. However, in some settings observed
data are only indirectly
related to the underlying attributes of interest and so the construction
of meaningful measurements
of the underlying process is the fundamental problem. An important example
is the phenomenon of
pain — an experience with a strong subjective component which makes
quantitative measurement
problematic. In human medicine, this has been tackled through structured
self-reporting
questionnaires, which have provided valid, reliable and responsive tools
for the measurement of
pain and quality of life, developed using psychometric methods and with a
central role played by
statistical models. By contrast, in animal care where direct communication
is impossible, the
absence of a valid, reliable means of quantifying pain presents a major
challenge. Traditional
approaches based on observer ratings on a one-dimensional scale such as
the Numerical Rating
Scale have been shown to be unreliable for animals. Without a means of
measuring pain, it is
difficult to assess the effects of analgesic strategies and therapeutic
agents, and so animal welfare
is hard to guarantee. The process of developing suitable measurement
scales is therefore
fundamental to progress.
Collaborative research began in the University of Glasgow in 1997 to
develop, for the first time, a
validated pain scale for the measurement of acute pain in dogs, using
sound statistical principles.
The project was led by Prof. Marian Scott of the School of Mathematics
& Statistics and by Profs.
Andrea Nolan and Jackie Reid, then of the School of Veterinary Medicine.
The research was
interdisciplinary from the beginning, requiring levels of communication
and co-operation between
the partners which were sufficiently deep to allow the nature of the
veterinary issues to be
understood clearly and to allow the imaginative and innovative application
of statistical methods in
reaching an effective solution. The key role of Prof. Scott in this
interdisciplinary collaboration is
reflected in her role as a principal author of all the scientific papers
and a major grantholder.
The starting point for the new research was the development of a novel
veterinary language of
pain, beginning with the generation of a large set of descriptors based on
simple words or phrases
used by human observers of animal behaviour. These were grouped into seven
behavioural
categories (vocalisation, attention to painful area, mobility, response to
touch, demeanour, posture,
activity) by an innovative combination of cluster analysis and Cronbach's
alpha as a measure of
within-category consistency [1]. In order to generate data on an interval
level measurement scale,
a sophisticated and powerful framework based on latent class analysis was
developed in a
University of Glasgow Statistics PhD thesis [2]. In combination with
clinical and practical
considerations, this led to the selection of a particular form of
Thurstone-Rasch pairwise-comparison
model [3]. The resulting measurement scale was then validated in different
medical
and surgical conditions, using statistical methods for optimal design and
analysis [3]. These studies
demonstrated that the scores produced by the tool corresponded
appropriately to independent
clinical assessment and quantified the level of inter-observer variation.
Multi-centre trials [5] were
subsequently designed to identify a suitable intervention level at which
pain relief should be
administered, using discriminant analysis.
This was the first time that such models had been applied in, and adapted
to, veterinary pain
assessment and the resulting tool became known as the Glasgow Composite
Measure Pain Scale
(CMPS). A short form (CMPS-SF) was subsequently developed for widespread
clinical use [5].
After addressing these issues in acute pain, attention moved to the
assessment of chronic pain in
dogs and its impact on quality of life, including both intensity and
affect. This led to one of the first
validated quality-of-life tools in veterinary science (GUVQuest),
supported by funding from Pfizer
Animal Health (£166k, 2000) and the BVA Animal Welfare Trust (£195k,
2004). The development
of GUVQuest was based on adaptation of the statistical methods used in the
earlier CMPS tool.
This involved the design of interviews, focus groups, and online surveys
whose subsequent
analysis allowed a language of chronic pain to be identified, using over
100 descriptors. A study to
provide data for a scoring model was then designed and executed.
Statistical modelling based on
factor analysis allowed a small number of factors to be identified,
producing an informative
multivariate profile for each animal [4]. Subsequent research has allowed
a short form of the
GUVQuest to be developed, based on modelling the contribution of each item
to the overall score
and characterising the performance of each item as evaluative or
discriminatory.
References to the research
1. Holton, L., Reid,
J., Scott,
E.M., Pawson,
P., and Nolan,
A.M. (2001) Development
of a
behaviour-based scale to measure acute pain in dogs. Veterinary
Record, 148 (17). pp. 525-531.
ISSN 0042-4900 (doi:10.1136/vr.148.17.525)
2. Burnell, M. (2004). The scaling of acute pain in dogs.
University of Glasgow PhD thesis in
Statistics. [available from HEI]
3. Morton, C.M., Reid,
J., Scott,
E.M., Holton, L.L., and Nolan, A.M. (2005) Application
of a
scaling model to establish and validate an interval level pain scale for
assessment of acute
pain in dogs. American
Journal of Veterinary Research, 66(12). pp. 2154-2166.
(doi:10.2460/ajvr.2005.66.2154)
*
4. Wiseman-Orr M.L., Scott E.M., Reid J. and Nolan A.M. (2006) Validation
of a structured
questionnaire as an instrument to measure chronic pain in dogs on the
basis of effects on
health-related quality of life. American Journal of Veterinary
Research 67(11): 1826-1836.
(doi:10.2460/ajvr.67.11.1826)
*
5. Reid, J.,
Nolan, A.M.,
Hughes, J.M.L., Lascelles, D., Pawson,
P., and Scott,
E.M. (2007)
Development of the short-form
Glasgow Composite Measure Pain Scale (CMPS-SF) and
derivation of an analgesic intervention score. Animal
Welfare, 16. pp. 97-104. ISSN 0962-7286.
[available from HEI] *
* best indicators of research quality
Key Grants
• 2000: J. Reid, A. Nolan, E.M. Scott. £166k, Pfizer Animal Health. Pain
scales for dogs.
• 2001: J. Fitzpatrick, E.M. Scott, A.Nolan, C. Nicol. £258k, BBSRC, A
welfare index for dairy
cows.
• 2004: A. Nolan, J. Fitzpatrick, E.M. Scott, J. Reid: £195k, BVA Animal
Welfare Trust.
Lectureship.
• 2006: S. Fleetwood Walker, A. Nolan, J. Russell, A. Lawrence. [Scott,
Glasgow CI]. £2.5m,
BBSRC; Perinatal programming of stress responses, nociceptive mechanisms
and the welfare
consequences in pigs. With University of Edinburgh and Scottish
Agricultural Colleges.
• 2011: A. Nolan, E.M. Scott. £59k, Pfizer Animal Health, an acute pain
scale for cats.
Details of the impact
-
Reach: Benefits veterinarians, dog owners and companion dogs in
the UK and Europe;
animal drug development industry R&D.
-
Significance: Offers the first set of validated tools for vets
and dog owners to assess acute
and chronic pain, allowing more timely, appropriate and compassionate
treatment.
Pain assessment in animals presents a challenge for clinicians because of
the inherent
communication difficulties but also because different animals and species
respond differently to
pain. The CMPS was the first statistically constructed and validated acute
pain scale for dogs in
surgical and clinical settings, incorporating a structured and objective
approach to pain
assessment. It has been used in clinical trials, was subsequently
streamlined into the CMPS Short
Form (CMPS-SF), and includes an intervention level for the administration
of analgesic relief. The
CMPS was first circulated through a comprehensive programme of CPD
conducted by Reid and
Nolan, but was later made available as an online tool. The CMPS acute pain
scale is available for
open-access download from the University of Glasgow website [a]. Since
2008, the CMPS has
been downloaded by 3266 non-academic users worldwide. Once downloaded the
CMPS can be
copied (thus download data are likely to underestimate usage by this
route). It has been translated
into Italian (2010) for use in clinical trials, as validated pain
measurement methods are required for
the development and licensing of new animal analgesic drugs.
The unique means by which the CMPS can define an intervention threshold
for administering pain
relief has resulted in its inclusion in a number of textbooks,
establishing it as a standard reference
for measuring pain for both teaching and veterinary practice. It has also
featured in key pain
management handbooks for practitioners such as the Handbook of
Veterinary Pain Management
(2008) and Anaesthesia for Veterinary Technicians (2010) [b]. In
2009, the Glasgow Pain and
Welfare Research Group (Scott, Nolan and Reid) won the Universities
Federation for Animal
Welfare inaugural Companion Animal Welfare Award [c], which recognises
`significant innovations
or advances for the welfare of companion animals'.
The CMPS acute pain scale has been used by many of the market-leading
veterinary healthcare
companies in clinical trials and regulatory application for novel
analgesics. This included Merial,
Novartis Animal Health Inc., Vetoquinol, Dechra and Animalcare. The
following applications have
gained regulatory approval based on data obtained with the CMPS:
- 2008, Merial Ltd.— approval from the US Food and Drug Administration
(FDA) for `previcox' in
dogs following orthopaedic surgery.
- 2011 — approval from the European Medicines Agency for `Recuvyra' in
dogs following
orthopaedic surgery.
- 2011 Novartis Animal Health US Inc. — approval from the FDA for
`DERAMAXX' in dogs
following dental surgery.
- 2012, Nexcyon Pharmaceuticals Inc. — approval from the FDA for
`Recuvyra' in dogs following
general surgery.
Details are provided in [d].
Vetoquinol is the 10th largest veterinary pharmaceutical
company in the world. Since mid-2012, its
UK subsidiary has been using the CMPS acute pain scale as marketing
support for their range of
pain medications, including Cimalgex®. Vetoquinol specifically
chose the CMPS acute pain scale
because:
it is scientifically validated and well known in the UK whilst being
simple to use....it was
recommended to us by various veterinary surgeons throughout the UK.
The Vetoquinol CMPS acute pain scale marketing support materials were a
major focus of their
Cimalgex® promotional activities at the London Vet Show (November
2012) and British Small
Animal Veterinary Association Congress exhibition (April 2013).
The success of CMPS is reflected in its use as a standard tool in wider
developments. CMPS itself
is now being used in a wider range of disease conditions, including
obesity [A] and cancer
(publication in preparation). It has now also led to the creation of
similar practical tools for welfare
assessment in farm animals (cows and pigs), for use by owners or stockmen
[B]. New research,
funded by Pfizer, has also created an acute pain instrument for cats
which, for the first time in this
species, includes facial shape and expression, based on an in-depth
landmark study of cats' faces.
The GUVQuest tool for the assessment of chronic pain in dogs can be used
by non-clinicians such
as animal owners and is informing decisions on euthanasia, treatment or
cancer therapy. It has
been exploited commercially by Newmetrica Ltd, through a University of
Glasgow Easy Access IP
agreement, for provision as an online tool which provides users with
automated output. This online
version of the tool has been licensed to a number of individuals and
companies for use in obesity,
cancer and arthritis clinical trials.
Sources to corroborate the impact
A. German AJ, Holden SL, Wiseman-Orr ML, Reid J, Nolan AM, Biourge V,
Morris PJ, Scott EM
(2012). Quality of Life is Reduced in Obese Dogs, but Improves After
Successful Weight Loss.
The Veterinary Journal 192 (3). pp. 428-434. ISSN 1090-0233 (doi:10.1016/j.tvjl.2011.09.015)
Corroborates use of CMPS as standard tool in wider developments (disease
conditions).
B. Wiseman-Orr,
M.L., Scott,
E.M., and Nolan,
A.M. (2011). Development
and testing of a novel
instrument to measure health-related quality of life (HRQL) of farmed
pigs and promote welfare
enhancement (parts 1 and 2). Animal
Welfare, 20. pp. 535-558. ISSN 0962-7286 [available
from HEI] Corroborates use of CMPS as standard tool in wider developments
(other animals).
a. University of Glasgow website to download CMPS [link]
b. Textbooks reproducing CMPS:
- Wiseman-Orr ML, Reid JA, Nolan AM and Scott EM (2008) Quality of life
issues. In Handbook
of Veterinary Pain Management, 2nd Edition. Eds James S. Gaynor and
William W. Muir, III. St
Louis: Mosby Elsevier. ISBN 978-0-323-04679-4 and
- Bryant S (2010) Pain Assessment. In Anesthesia for Veterinary
Technicians, Wiley-Blackwell.
ISBN 978-0-8138-0586-3
c. Animal Welfare Award: [link]
d. Regulatory approval:
- Merial Ltd., FDA approval for `previcox' [PDF
link, or available from HEI]
- EMA approval for `Recuvyra' [PDF
link, or available from HEI]
- Novartis Animal Health US Inc., FDA approval for `DERAMAXX' [PDF
link, or available from
HEI]
- Nexcyon Pharmaceuticals Inc., FDA approval for `Recuvyra' [PDF
link, or available from HEI]
e. Information from Vetoquinol is available on request