Randomized Trial on the Clinical Utility of a Novel Biomarker Panel to Identify Treatable Determinants of Chronic Pain

Millions suffer daily from chronic pain diagnosed anatomically and treated with opioids. Research shows that underlying nutritional, metabolic and oxidative stressors, which drive the development or worsening of chronic pain, are not diagnosed despite the fact that treatment of these primary pain pa...

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Main Authors: John Peabody, David Paculdo, Diana Tamondong-Lachica, Ian Theodore Cabaluna, Joshua Gunn
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Diagnostics
Subjects:
Online Access:https://www.mdpi.com/2075-4418/10/8/513
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spelling doaj-7ec18e3d37994d91b45d3b531727fac82020-11-25T03:28:58ZengMDPI AGDiagnostics2075-44182020-07-011051351310.3390/diagnostics10080513Randomized Trial on the Clinical Utility of a Novel Biomarker Panel to Identify Treatable Determinants of Chronic PainJohn Peabody0David Paculdo1Diana Tamondong-Lachica2Ian Theodore Cabaluna3Joshua Gunn4College of Medicine, University of California, San Francisco, CA 94158, USAQURE Healthcare, San Francisco, CA 94133, USAQURE Healthcare, San Francisco, CA 94133, USAQURE Healthcare, San Francisco, CA 94133, USAEthos Laboratories, Newport, KY 41071, USAMillions suffer daily from chronic pain diagnosed anatomically and treated with opioids. Research shows that underlying nutritional, metabolic and oxidative stressors, which drive the development or worsening of chronic pain, are not diagnosed despite the fact that treatment of these primary pain pathways relieves pain and increases function. One of the main reasons for this gap in care is the lack of a simple diagnostic assay to help clinicians make these diagnoses. We examined the clinical utility of a urine-based pain biomarker panel. Primary care physicians were randomized into the test group and compared to controls. We measured their ability to make the diagnosis and treat a total of nine standardized patients, with common but challenging cases of chronic pain, over two rounds of data collection in a pre–post design using a fixed-effects model. Intervention doctors received educational materials on a novel pain biomarker panel after the baseline round and had access to biomarker test results. Provider responses were measured against evidence-based criteria. The two study arms at baseline provided similar, poor care for three different primary pain pathways: nutritional deficiencies (5.0% control versus 9.2% intervention treated, <i>p</i> = 0.208), metabolic abnormalities (1.0% control versus 0% for intervention treated, <i>p</i> = 0.314), and oxidative stress (1.2% control versus 0% intervention treated, <i>p</i> = 0.152). After the introduction of the Foundation Pain Index (FPI) biomarker test, physicians in the intervention group were 41.5% more likely to make the diagnosis of a micronutrient deficiency, 29.4% more likely to identify a treatable metabolic abnormality and 26.1% more likely to identify an oxidative stressor. These diagnostic and treatment improvements were seen across all three case types, ranging from a relative +54% (<i>p</i> = 0.004) for chronic neuropathic pain to +35% (<i>p</i> = 0.007) in chronic pain from other causes to +38% (<i>p</i> = 0.002) in chronic pain with associated mental health issues. Intervention doctors were also 75.1% more likely to provide a non-opioid treatment to patients on chronic opioids (O.R. 1.8, 95% C.I. 0.8–3.7), 62% less likely to order unnecessary imaging for their patients with low back pain (O.R. 0.38, 95% C.I. 0.15–0.97) and 66% less likely to order an unnecessary pain referral (O.R. 0.34, 95% C.I. 0.13–0.90). This experimental study showed significant clinical utility of a validated pain biomarker panel that determines nutritional deficiencies, metabolic abnormalities and oxidative stressors that drive underlying treatable causes of pain. When integrated into routine primary care practice, this testing approach could considerably improve diagnostic accuracy and provide more targeted, non-opioid treatments for patients suffering from chronic pain.https://www.mdpi.com/2075-4418/10/8/513primary carechronic painclinical utilitypain managementbiomarkeroxidative stress
collection DOAJ
language English
format Article
sources DOAJ
author John Peabody
David Paculdo
Diana Tamondong-Lachica
Ian Theodore Cabaluna
Joshua Gunn
spellingShingle John Peabody
David Paculdo
Diana Tamondong-Lachica
Ian Theodore Cabaluna
Joshua Gunn
Randomized Trial on the Clinical Utility of a Novel Biomarker Panel to Identify Treatable Determinants of Chronic Pain
Diagnostics
primary care
chronic pain
clinical utility
pain management
biomarker
oxidative stress
author_facet John Peabody
David Paculdo
Diana Tamondong-Lachica
Ian Theodore Cabaluna
Joshua Gunn
author_sort John Peabody
title Randomized Trial on the Clinical Utility of a Novel Biomarker Panel to Identify Treatable Determinants of Chronic Pain
title_short Randomized Trial on the Clinical Utility of a Novel Biomarker Panel to Identify Treatable Determinants of Chronic Pain
title_full Randomized Trial on the Clinical Utility of a Novel Biomarker Panel to Identify Treatable Determinants of Chronic Pain
title_fullStr Randomized Trial on the Clinical Utility of a Novel Biomarker Panel to Identify Treatable Determinants of Chronic Pain
title_full_unstemmed Randomized Trial on the Clinical Utility of a Novel Biomarker Panel to Identify Treatable Determinants of Chronic Pain
title_sort randomized trial on the clinical utility of a novel biomarker panel to identify treatable determinants of chronic pain
publisher MDPI AG
series Diagnostics
issn 2075-4418
publishDate 2020-07-01
description Millions suffer daily from chronic pain diagnosed anatomically and treated with opioids. Research shows that underlying nutritional, metabolic and oxidative stressors, which drive the development or worsening of chronic pain, are not diagnosed despite the fact that treatment of these primary pain pathways relieves pain and increases function. One of the main reasons for this gap in care is the lack of a simple diagnostic assay to help clinicians make these diagnoses. We examined the clinical utility of a urine-based pain biomarker panel. Primary care physicians were randomized into the test group and compared to controls. We measured their ability to make the diagnosis and treat a total of nine standardized patients, with common but challenging cases of chronic pain, over two rounds of data collection in a pre–post design using a fixed-effects model. Intervention doctors received educational materials on a novel pain biomarker panel after the baseline round and had access to biomarker test results. Provider responses were measured against evidence-based criteria. The two study arms at baseline provided similar, poor care for three different primary pain pathways: nutritional deficiencies (5.0% control versus 9.2% intervention treated, <i>p</i> = 0.208), metabolic abnormalities (1.0% control versus 0% for intervention treated, <i>p</i> = 0.314), and oxidative stress (1.2% control versus 0% intervention treated, <i>p</i> = 0.152). After the introduction of the Foundation Pain Index (FPI) biomarker test, physicians in the intervention group were 41.5% more likely to make the diagnosis of a micronutrient deficiency, 29.4% more likely to identify a treatable metabolic abnormality and 26.1% more likely to identify an oxidative stressor. These diagnostic and treatment improvements were seen across all three case types, ranging from a relative +54% (<i>p</i> = 0.004) for chronic neuropathic pain to +35% (<i>p</i> = 0.007) in chronic pain from other causes to +38% (<i>p</i> = 0.002) in chronic pain with associated mental health issues. Intervention doctors were also 75.1% more likely to provide a non-opioid treatment to patients on chronic opioids (O.R. 1.8, 95% C.I. 0.8–3.7), 62% less likely to order unnecessary imaging for their patients with low back pain (O.R. 0.38, 95% C.I. 0.15–0.97) and 66% less likely to order an unnecessary pain referral (O.R. 0.34, 95% C.I. 0.13–0.90). This experimental study showed significant clinical utility of a validated pain biomarker panel that determines nutritional deficiencies, metabolic abnormalities and oxidative stressors that drive underlying treatable causes of pain. When integrated into routine primary care practice, this testing approach could considerably improve diagnostic accuracy and provide more targeted, non-opioid treatments for patients suffering from chronic pain.
topic primary care
chronic pain
clinical utility
pain management
biomarker
oxidative stress
url https://www.mdpi.com/2075-4418/10/8/513
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