Pain sensitivity profiles in patients with advanced knee osteoarthritis

The development of patient profiles to subgroup individuals on a variety of variables has gained attention as a potential means to better inform clinical decision making. Patterns of pain sensitivity response specific to quantitative sensory testing (QST) modality have been demonstrated in healthy s...

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Published inPain (Amsterdam) Vol. 157; no. 9; pp. 1988 - 1999
Main Authors Frey-Law, Laura A, Bohr, Nicole L, Sluka, Kathleen A, Herr, Keela, Clark, Charles R, Noiseux, Nicolas O, Callaghan, John J, Zimmerman, M Bridget, Rakel, Barbara A
Format Journal Article
LanguageEnglish
Published United States 01.09.2016
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Abstract The development of patient profiles to subgroup individuals on a variety of variables has gained attention as a potential means to better inform clinical decision making. Patterns of pain sensitivity response specific to quantitative sensory testing (QST) modality have been demonstrated in healthy subjects. It has not been determined whether these patterns persist in a knee osteoarthritis population. In a sample of 218 participants, 19 QST measures along with pain, psychological factors, self-reported function, and quality of life were assessed before total knee arthroplasty. Component analysis was used to identify commonalities across the 19 QST assessments to produce standardized pain sensitivity factors. Cluster analysis then grouped individuals who exhibited similar patterns of standardized pain sensitivity component scores. The QST resulted in 4 pain sensitivity components: heat, punctate, temporal summation, and pressure. Cluster analysis resulted in 5 pain sensitivity profiles: a "low pressure pain" group, an "average pain" group, and 3 "high pain" sensitivity groups who were sensitive to different modalities (punctate, heat, and temporal summation). Pain and function differed between pain sensitivity profiles, along with sex distribution; however, no differences in osteoarthritis grade, medication use, or psychological traits were found. Residualizing QST data by age and sex resulted in similar components and pain sensitivity profiles. Furthermore, these profiles are surprisingly similar to those reported in healthy populations, which suggests that individual differences in pain sensitivity are a robust finding even in an older population with significant disease.
AbstractList The development of patient profiles to subgroup individuals on a variety of variables has gained attention as a potential means to better inform clinical decision making. Patterns of pain sensitivity response specific to quantitative sensory testing (QST) modality have been demonstrated in healthy subjects. It has not been determined whether these patterns persist in a knee osteoarthritis population. In a sample of 218 participants, 19 QST measures along with pain, psychological factors, self-reported function, and quality of life were assessed before total knee arthroplasty. Component analysis was used to identify commonalities across the 19 QST assessments to produce standardized pain sensitivity factors. Cluster analysis then grouped individuals who exhibited similar patterns of standardized pain sensitivity component scores. The QST resulted in 4 pain sensitivity components: heat, punctate, temporal summation, and pressure. Cluster analysis resulted in 5 pain sensitivity profiles: a "low pressure pain" group, an "average pain" group, and 3 "high pain" sensitivity groups who were sensitive to different modalities (punctate, heat, and temporal summation). Pain and function differed between pain sensitivity profiles, along with sex distribution; however, no differences in osteoarthritis grade, medication use, or psychological traits were found. Residualizing QST data by age and sex resulted in similar components and pain sensitivity profiles. Furthermore, these profiles are surprisingly similar to those reported in healthy populations, which suggests that individual differences in pain sensitivity are a robust finding even in an older population with significant disease.
Abstract The development of patient profiles to subgroup individuals on a variety of variables has gained attention as a potential means to better inform clinical decision making. Patterns of pain sensitivity response specific to quantitative sensory testing (QST) modality have been demonstrated in healthy subjects. It has not been determined whether these patterns persist in a knee osteoarthritis population. In a sample of 218 participants, 19 QST measures along with pain, psychological factors, self-reported function, and quality of life were assessed before total knee arthroplasty. Component analysis was used to identify commonalities across the 19 QST assessments to produce standardized pain sensitivity factors. Cluster analysis then grouped individuals who exhibited similar patterns of standardized pain sensitivity component scores. The QST resulted in 4 pain sensitivity components: heat, punctate, temporal summation, and pressure. Cluster analysis resulted in 5 pain sensitivity profiles: a “low pressure pain” group, an “average pain” group, and 3 “high pain” sensitivity groups who were sensitive to different modalities (punctate, heat, and temporal summation). Pain and function differed between pain sensitivity profiles, along with sex distribution; however, no differences in osteoarthritis grade, medication use, or psychological traits were found. Residualizing QST data by age and sex resulted in similar components and pain sensitivity profiles. Furthermore, these profiles are surprisingly similar to those reported in healthy populations, which suggests that individual differences in pain sensitivity are a robust finding even in an older population with significant disease.
The development of patient profiles to subgroup individuals on a variety of variables has gained attention as a potential means to better inform clinical decision-making. Patterns of pain sensitivity response specific to quantitative sensory testing (QST) modality have been demonstrated in healthy subjects. It has not been determined if these patterns persist in a knee osteoarthritis population. In a sample of 218 participants, 19 QST measures along with pain, psychological factors, self-reported function, and quality of life were assessed prior to total knee arthroplasty. Component analysis was used to identify commonalities across the 19 QST assessments to produce standardized pain sensitivity factors. Cluster analysis then grouped individuals that exhibited similar patterns of standardized pain sensitivity component scores. The QST resulted in four pain sensitivity components: heat, punctate, temporal summation, and pressure. Cluster analysis resulted in five pain sensitivity profiles: a “low pressure pain” group, an “average pain” group, and three “high pain” sensitivity groups who were sensitive to different modalities (punctate, heat, and temporal summation). Pain and function differed between pain sensitivity profiles, along with sex distribution; however no differences in OA grade, medication use, or psychological traits were found. Residualizing QST data by age and sex resulted in similar components and pain sensitivity profiles. Further, these profiles are surprisingly similar to those reported in healthy populations suggesting that individual differences in pain sensitivity are a robust finding even in an older population with significant disease.
Author Bohr, Nicole L
Zimmerman, M Bridget
Callaghan, John J
Herr, Keela
Clark, Charles R
Rakel, Barbara A
Sluka, Kathleen A
Frey-Law, Laura A
Noiseux, Nicolas O
AuthorAffiliation a Department of Physical Therapy and Rehabilitation Science, College of Medicine, University of Iowa
b College of Nursing, University of Iowa
c Department of Orthopedics and Rehabilitation, College of Medicine, University of Iowa
d Department of Biostatistics, College of Public Health, University of Iowa
AuthorAffiliation_xml – name: a Department of Physical Therapy and Rehabilitation Science, College of Medicine, University of Iowa
– name: c Department of Orthopedics and Rehabilitation, College of Medicine, University of Iowa
– name: d Department of Biostatistics, College of Public Health, University of Iowa
– name: b College of Nursing, University of Iowa
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  givenname: Laura A
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  organization: Department of Physical Therapy and Rehabilitation Science, College of Medicine, University of Iowa, Iowa City, IA, USA
– sequence: 2
  givenname: Nicole L
  surname: Bohr
  fullname: Bohr, Nicole L
  organization: College of Nursing, University of Iowa, Iowa City, IA, USA
– sequence: 3
  givenname: Kathleen A
  surname: Sluka
  fullname: Sluka, Kathleen A
  organization: Department of Physical Therapy and Rehabilitation Science, College of Medicine, University of Iowa, Iowa City, IA, USA
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  organization: College of Nursing, University of Iowa, Iowa City, IA, USA
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  organization: Department of Orthopedics and Rehabilitation, College of Medicine, University of Iowa, Iowa City, IA, USA
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  organization: College of Nursing, University of Iowa, Iowa City, IA, USA
BackLink https://www.ncbi.nlm.nih.gov/pubmed/27152688$$D View this record in MEDLINE/PubMed
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Snippet The development of patient profiles to subgroup individuals on a variety of variables has gained attention as a potential means to better inform clinical...
Abstract The development of patient profiles to subgroup individuals on a variety of variables has gained attention as a potential means to better inform...
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StartPage 1988
SubjectTerms Adult
Aged
Analgesics - therapeutic use
Catastrophization - etiology
Catastrophization - psychology
Cluster Analysis
Cross-Sectional Studies
Female
Hot Temperature - adverse effects
Humans
Male
Middle Aged
Mood Disorders - diagnosis
Mood Disorders - etiology
Osteoarthritis, Knee - complications
Osteoarthritis, Knee - drug therapy
Osteoarthritis, Knee - psychology
Pain - drug therapy
Pain - etiology
Pain Measurement
Pain Threshold - drug effects
Pain Threshold - physiology
Pressure - adverse effects
Quality of Life
Surveys and Questionnaires
Transcutaneous Electric Nerve Stimulation - adverse effects
Title Pain sensitivity profiles in patients with advanced knee osteoarthritis
URI https://www.ncbi.nlm.nih.gov/pubmed/27152688
https://pubmed.ncbi.nlm.nih.gov/PMC4988908
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