# Pain severity and opioid use in patients with spine-related diagnoses

**Authors:** Chijioke M. Okeke, Javeria Khalid, J. Douglas Thornton, Rajender R. Aparasu

PMC · DOI: 10.3389/fpain.2025.1703201 · Frontiers in Pain Research · 2026-01-12

## TL;DR

This study found that over half of spine-related pain patients receiving pain medications report high pain severity, which is linked to higher odds of opioid prescriptions.

## Contribution

The study provides new empirical evidence on the association between pain severity and opioid use in patients with spine-related diagnoses in the U.S.

## Key findings

- 63.92% of spine-related pain patients receiving pain medications were prescribed opioids.
- High pain interference with routine activities was associated with 2.92 times higher odds of opioid use.
- Over half of spine-related pain patients reported high pain severity impacting their daily activities.

## Abstract

Clinical guidelines recommend opioid use only in severe and unresponsive cases of low back pain. Limited evidence exists on pain levels and opioid use in spine-related diagnoses (SRD). This study assessed the association between self-reported pain severity and opioid use among U.S. adults with SRD.

We conducted a retrospective cross-sectional analysis using 2018–2021 Medical Expenditure Panel Survey (MEPS) data. Adults aged ≥18 with SRD diagnoses and pain prescriptions were included. Pain severity was assessed using the Veterans Rand-12 item on pain interference with routine work. Pain medication use was determined from prescription records. Multivariable logistic regression was used to evaluate the association after controlling for other factors.

According to the MEPS, there were 1.91 million (95% CI: 1.71–2.11) adults with SRD receiving pain medications annually, among whom 63.92% received opioid prescriptions. Most of the SRD patients were <66 years (69.71%), females (63.14%), and non-Hispanic whites (76.25%). Over half reported high pain interference with their routine activities (52.06%) Multivariable logistic regression analysis revealed that SRD patients who reported high pain interference with their routine work had higher odds of opioid use compared to those who reported low pain interference with their routine work (OR = 2.92, 95%CI: 1.49–5.70).

Over half of SRD patients receiving pain medications reported high pain severity levels, and these high pain levels were associated with higher odds of opioid use. While this evidence aligns with the clinical recommendations, more research is needed to understand the opioid use in SRD.

## Full-text entities

- **Diseases:** Pain (MESH:D010146), low back pain (MESH:D017116)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12833261/full.md

## Figures

1 figure with captions in the complete paper: https://tomesphere.com/paper/PMC12833261/full.md

## References

51 references — full list in the complete paper: https://tomesphere.com/paper/PMC12833261/full.md

---
Source: https://tomesphere.com/paper/PMC12833261