Personalized medicine: Somatosensory phenotyping in musculoskeletal pain conditions

被引:3
作者
Curatolo, Michele [1 ,2 ,3 ,4 ]
机构
[1] Univ Washington, Dept Anesthesiol & Pain Med, Seattle, WA 98195 USA
[2] Univ Washington, Clin Learning Evidence & Res CLEAR Ctr Musculoskel, Seattle, WA USA
[3] Aalborg Univ, Univ Washington Ctr Sensory Motor Interact, Harborview Injury Prevent & Res Ctr HIPRC, Aalborg, Denmark
[4] Univ Washington, Sch Med, Dept Anesthesiol & Pain Med, 1959 NE Pacific St,Box 356540, Seattle, WA 98195 USA
基金
美国国家卫生研究院;
关键词
LOW-BACK-PAIN; CHRONIC POSTOPERATIVE PAIN; MECHANISMS; PREDICTS; SURGERY;
D O I
10.1002/ejp.2119
中图分类号
R614 [麻醉学];
学科分类号
100217 ;
摘要
BackgroundCurrent clinical phenotyping of musculoskeletal pain provides very limited evidence- based support to personalized medicine. This paper discusses the potential of somatosensory phenotyping to contribute to personalized medicine for prognosis and prediction of treatment effects. MethodsHighlight of definitions and regulatory requirements for phenotypes and biomarkers. Appraisal of the literature on somatosensory phenotyping in musculoskeletal pain. ResultsSomatosensory phenotyping can identify clinical conditions and manifestations that may affect treatment decisions. However, studies have shown inconsistent associations of phenotyping measures with clinical outcomes, and the strength of association is mostly weak. Most somatosensory measures have been developed for research, are too demanding to find large acceptance in clinical settings, and have uncertain clinical usefulness. ConclusionsCurrent somatosensory measures will unlikely be validated as strong prognostic or predictive biomarkers. However, they still have the potential to support personalized medicine. Including somatosensory measures in biomarker signatures, that is, a set of measures that are collectively associated with outcomes, is potentially more useful than aiming to the identification of single biomarkers. Furthermore, somatosensory phenotyping may be introduced as part of patient's evaluation to contribute to better-informed and personalized treatment decisions. To this purpose, a change in the way research currently approaches somatosensory phenotyping is warranted. A pathway is proposed that involves: (1) the identification of clinically applicable measures that are specific to clinical conditions; (2) the association of somatosensory phenotypes with outcomes; (3) multi-site replication; and (4) the determination of clinical benefits in randomized controlled trials. SignificanceSomatosensory phenotyping has the potential to support personalized medicine. However, current measures do not seem to meet the criteria for being strong prognostic or predictive biomarkers, most of them are too demanding to find large acceptance in clinical settings, and their clinical usefulness has not been proven. The value of somatosensory phenotyping can be more realistically determined by re-orienting research to the development of simplified testing protocols, applicable to large-scale clinical practice, and tested for clinical usefulness in randomized controlled trials.
引用
收藏
页码:1099 / 1106
页数:8
相关论文
共 31 条
  • [1] Preventing persistent postsurgical pain: A systematic review and component network meta-analysis
    Allen, Claire
    Walker, Andrew M.
    Premji, Zahra A.
    Beauchemin-Turcotte, Marie-Eve
    Wong, Jenny
    Soh, Sonya
    Hawboldt, Geoffrey S.
    Shinkaruk, Kelly S.
    Archer, David P.
    [J]. EUROPEAN JOURNAL OF PAIN, 2022, 26 (04) : 771 - 785
  • [2] Arendt-Nielsen L, 2007, CURR OPIN INVEST DR, V8, P41
  • [3] Physical activity and cold pain tolerance in the general population
    Arnes, Anders P.
    Nielsen, Christopher S.
    Stubhaug, Audun
    Fjeld, Mats K.
    Hopstock, Laila A.
    Horsch, Alexander
    Johansen, Aslak
    Morseth, Bente
    Wilsgaard, Tom
    Steingrimsdottir, Olof A.
    [J]. EUROPEAN JOURNAL OF PAIN, 2021, 25 (03) : 637 - 650
  • [4] Value of quantitative sensory testing in neurological and pain disorders: NeuPSIG consensus
    Backonja, Miroslav 'Misha''
    Attal, Nadine
    Baron, Ralf
    Bouhassira, Didier
    Drangholt, Mark
    Dyck, Peter J.
    Edwards, Robert R.
    Freeman, Roy
    Gracely, Richard
    Haanpaa, Maija H.
    Hansson, Per
    Hatem, Samar M.
    Krumova, Elena K.
    Jensen, Troels S.
    Maier, Christoph
    Mick, Gerard
    Rice, Andrew S.
    Rolke, Roman
    Treede, Rolf-Detlef
    Serra, Jordi
    Toelle, Thomas
    Tugnoli, Valeri
    Walk, David
    Walalce, Mark S.
    Ware, Mark
    Yarnitsky, David
    Ziegler, Dan
    [J]. PAIN, 2013, 154 (09) : 1807 - 1819
  • [5] Association between the Use of Quantitative Sensory Testing and Conditioned Pain Modulation and the Prescription of Medication and Interventional Procedures in Children with Chronic Pain Conditions
    Bruneau, Alice
    Ferland, Catherine E.
    Perez-Medina-Carballo, Rafael
    Somaini, Marta
    Mohamed, Nada
    Curatolo, Michele
    Ouellet, Jean A.
    Ingelmo, Pablo
    [J]. CHILDREN-BASEL, 2022, 9 (08):
  • [6] Will This Patient Develop Persistent Disabling Low Back Pain?
    Chou, Roger
    Shekelle, Paul
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2010, 303 (13): : 1295 - 1302
  • [7] Consensus practice guidelines on interventions for lumbar facet joint pain from a multispecialty, international working group
    Cohen, Steven P.
    Bhaskar, Arun
    Bhatia, Anuj
    Buvanendran, Asokumar
    Deer, Tim
    Garg, Shuchita
    Hooten, W. Michael
    Hurley, Robert W.
    Kennedy, David J.
    McLean, Brian C.
    Moon, Jee Youn
    Narouze, Samer
    Pangarkar, Sanjog
    Provenzano, David Anthony
    Rauck, Richard
    Sitzman, B. Todd
    Smuck, Matthew
    van Zundert, Jan
    Vorenkamp, Kevin
    Wallace, Mark S.
    Zhao, Zirong
    [J]. REGIONAL ANESTHESIA AND PAIN MEDICINE, 2020, 45 (06) : 424 - 467
  • [8] Psychologic distress and low back pain - Evidence from a prospective study in the general population
    Croft, PR
    Papageorgiou, AC
    Ferry, S
    Thomas, E
    Jayson, MIV
    Silman, AJ
    [J]. SPINE, 1995, 20 (24) : 2731 - 2737
  • [9] Core outcome measures for chronic pain clinical trials: IMMPACT recommendations
    Dworkin, RH
    Turk, DC
    Farrar, JT
    Haythornthwaite, JA
    Jensen, MP
    Katz, NP
    Kerns, RD
    Stucki, G
    Allen, RR
    Bellamy, N
    Carr, DB
    Chandler, J
    Cowan, P
    Dionne, R
    Galer, BS
    Hertz, S
    Jadad, AR
    Kramer, LD
    Manning, DC
    Martin, S
    McCormick, CG
    McDermott, MP
    McGrath, P
    Quessy, S
    Rappaport, BA
    Robbins, W
    Robinson, JP
    Rothman, M
    Royal, MA
    Simon, L
    Stauffer, JW
    Stein, W
    Tollett, J
    Wernicke, J
    Witter, J
    [J]. PAIN, 2005, 113 (1-2) : 9 - 19
  • [10] Systemic inflammatory markers in neck pain: A systematic review with meta-analysis
    Farrell, Scott F.
    de Zoete, Rutger M. J.
    Cabot, Peter J.
    Sterling, Michele
    [J]. EUROPEAN JOURNAL OF PAIN, 2020, 24 (09) : 1666 - 1686