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Preoperative Opioid Misuse Associations With Delayed Opioid Cessation, Pain, and Negative Affect After Spine Surgery
Neurospine. 2025;22(2):451-464.   Published online June 30, 2025
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Preoperative Opioid Misuse Associations With Delayed Opioid Cessation, Pain, and Negative Affect After Spine Surgery
Neurospine. 2025;22(2):451-464.   Published online June 30, 2025
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Objective
Preoperative opioid misuse is associated with worse postoperative outcomes. This prospective longitudinal cohort study evaluated the association between preoperative opioid misuse and prolonged pain and opioid use after elective spine surgery; and examined postoperative trajectories of patient-reported outcomes over one year.
Methods
Fifty-two patients undergoing elective spine surgery completed presurgical and weekly postoperative longitudinal assessments of pain and opioid use and monthly assessments of depression, anxiety, sleep disturbance, and physical function. Cox regression analyzed the effect of preoperative opioid misuse on time to pain and opioid cessation while linear mixed-effects models examined longitudinal changes in postoperative outcomes.
Results
Adjusting for age, sex, operative region, number of spinal levels, and any preoperative opioid use, preoperative opioid misuse (COMM-Positive) was associated with a delayed return to baseline opioid dose (hazard ratio [HR], 0.35; 95% confidence interval [CI], 0.14–0.88; p=0.02) and delayed opioid cessation (HR, 0.25; 95% CI, 0.09–0.59; p=0.008). All patients experienced comparable reductions in current and average pain intensity, and pain interference over time. COMM-Positive patients reported a normalization of postoperative anxiety and depression 1 month after surgery with a rebound at 3 months while patients without preoperative opioid misuse remained stable over time.
Conclusion
Preoperative opioid misuse is a significant risk factor for delayed opioid cessation even after adjusting for preoperative opioid use, and is associated with a transient normalization of anxiety and depressive symptoms with a rebound 3 months following spine surgery. Targeted screening and risk reduction strategies are needed for patients reporting preoperative opioid misuse before spine surgery.
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Patient Health Questionnaire-9 Is a Valid Assessment for Depression in Minimally Invasive Lumbar Discectomy
Neurospine. 2021;18(2):369-376.   Published online June 30, 2021
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Patient Health Questionnaire-9 Is a Valid Assessment for Depression in Minimally Invasive Lumbar Discectomy
Neurospine. 2021;18(2):369-376.   Published online June 30, 2021
Close
Objective
The Patient Health Questionnaire-9 (PHQ-9) is a screening tool for evaluating depressive symptoms. Research is scarce regarding the validity and correlation of PHQ-9 scores with other patient-reported outcomes of mental health after minimally invasive lumbar discectomy (MIS LD). We aim to validate PHQ-9 as a metric for assessing mental health in MIS LD patients.
Methods
A database was retrospectively reviewed for patients who underwent elective, single-level MIS LD. Patients were excluded if they had incomplete preoperative PHQ-9, 12-item Short Form Health Survey (SF-12), or Veterans RAND 12-item health survey (VR12). Survey scores were collected preoperatively and postoperatively through 1 year. Mean scores were used to calculate postoperative improvement from preoperative scores. Correlation of PHQ-9 with SF-12 mental composite score (MCS) and VR-12 MCS scores was also calculated. Correlation strength was assessed by the following categories: 0.1 ≤ |r| < 0.3 = low; 0.3 ≤ |r| < 0.5 = moderate; |r| ≥ 0.5 = strong.
Results
A total of 239 patients underwent single-level MIS LD. PHQ-9, VR-12 MCS, and SF-12 MCS all demonstrated statistically significant increases from preoperative scores at all postoperative timepoints (p ≤ 0.001). SF-12 MCS and VR-12 MCS were each observed to have strong and significant correlations with PHQ-9 at all timepoints when evaluated with both Pearson correlation coefficients and partial correlation coefficients.
Conclusion
We observed that PHQ-9, SF-12 MCS and VR-12 MCS all significantly improve following lumbar discectomy and that PHQ-9 scores strongly correlated with these previously established measures. Our results substantiate evidence from other surgical fields that PHQ-9 scores are a valid tool to evaluate pre- and postsurgical depressive symptoms.

Citations

Citations to this article as recorded by  Crossref logo
  • The Impact of Preoperative Psychological Interventions on Postoperative Outcomes in Spine Surgery
    Ellen O’Callaghan, Chinelo Agwuegbo, Maria Junaid, Ezinne Oguguo, Emily Luo, Dana Rowe, Antoinette Charles, Seeley Yoo, Alyssa Bartlett, Samantha J. Kaplan, Melissa Erickson, C. Rory Goodwin
    Clinical Spine Surgery.2026;[Epub]     CrossRef
  • Remodeling of the ventral attention network-default mode network as potential neural correlates of anxiety in lumbar disc herniation patients treated with lever positioning manipulation: a resting-state fMRI study
    Xing-chen Zhou, Shuang Wu, Kai-zheng Wang, Long-hao Chen, Zi-cheng Wei, Tao Li, Zi-han Hua, Yuan-shen Huang, Qiong Xia, Zhi-zhen Lv, Li-jiang Lv
    BMC Complementary Medicine and Therapies.2026;[Epub]     CrossRef
  • Preoperative Optimization for Adult Spinal Deformity Surgery
    Prerana Katiyar, Justin Reyes, Josephine Coury, Joseph Lombardi, Zeeshan Sardar
    Spine.2024; 49(5): 304.     CrossRef
  • Prognostic Value in Preoperative Veterans RAND-12 Mental Component Score on Clinical Outcomes for Patients Undergoing Minimally Invasive Lateral Lumbar Interbody Fusion
    Ishan Khosla, Fatima N. Anwar, Andrea M. Roca, Srinath S. Medakkar, Alexandra C. Loya, Keith R. MacGregor, Omolabake O. Oyetayo, Eileen Zheng, Aayush Kaul, Jacob C. Wolf, Vincent P. Federico, Gregory D. Lopez, Arash J. Sayari, Kern Singh
    Neurospine.2024; 21(1): 361.     CrossRef
  • Impact of Depression and Anxiety on Patient Reported Outcomes Measures after Lumbar Fusion
    Brandon J. Toll, Yagiz U. Yolcu, Joel Z. Passer, Andrew Y. Yew, Subu N. Magge, Zoher Ghogawala, Robert G. Whitmore
    World Neurosurgery.2024; 186: e391.     CrossRef
  • Serum calcium improves the relationship between fluoride exposure and hypothalamic-pituitary-testicular axis hormones levels in males—a cross-sectional study on farmers in the lower reaches of the Yellow River
    Guoqing Wang, Leizhen Duan, Yuhui Du, Xiaoli Fu, Bin Liu, Xuanyin Zhang, Fangfang Yu, Guoyu Zhou, Yue Ba
    Environmental Pollution.2024; 363: 125084.     CrossRef
  • Default mode network and dorsal attentional network connectivity changes as neural markers of spinal manipulative therapy in lumbar disc herniation
    Xing-chen Zhou, Shuang Wu, Kai-zheng Wang, Long-hao Chen, Shuang-wei Hong, Yu Tian, Hui-jie Hu, Jia Lin, Zi-cheng Wei, Yun-xing Xie, Zi-hui Yin, Zhi-zhen Lv, Li-jiang Lv
    Scientific Reports.2024;[Epub]     CrossRef
  • Patient Satisfaction Following Lumbar Decompression: What is the Role of Mental Health?
    Madhav R. Patel, Kevin C. Jacob, Timothy J. Hartman, James W. Nie, Vivek P. Shah, Frank A. Chavez, Nisheka N. Vanjani, Conor P. Lynch, Elliot D.K. Cha, Michael C. Prabhu, Hanna Pawlowski, Kern Singh
    World Neurosurgery.2022; 164: e540.     CrossRef
  • Changing lung function and associated health-related quality-of-life: A five-year cohort study of Malawian adults
    Martin W. Njoroge, Patrick Mjojo, Catherine Chirwa, Sarah Rylance, Rebecca Nightingale, Stephen B. Gordon, Kevin Mortimer, Peter Burney, John Balmes, Jamie Rylance, Angela Obasi, Louis W. Niessen, Graham Devereux
    eClinicalMedicine.2021; 41: 101166.     CrossRef
  • 9,607 View
  • 97 Download
  • 8 Web of Science
  • 9 Crossref

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Role of Gender in Improvement of Depressive Symptoms Among Patients Undergoing Cervical Spine Procedures
Neurospine. 2021;18(1):217-225.   Published online March 31, 2021
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Role of Gender in Improvement of Depressive Symptoms Among Patients Undergoing Cervical Spine Procedures
Neurospine. 2021;18(1):217-225.   Published online March 31, 2021
Close
Objective
There is a scarcity of research evaluating gender differences in depressive symptoms among patients undergoing cervical surgery. This study investigated gender differences with regard to depressive symptom severity, measured by Patient Health Questionnaire-9 (PHQ-9), in patients following anterior cervical discectomy and fusion (ACDF) or artificial disc replacement (ADR).
Methods
A prospectively maintained surgical registry was retrospectively reviewed for eligible spine surgeries. Depressive symptom severity was evaluated by PHQ-9 at both preand postoperative timepoints (e.g. , 6 weeks, 12 weeks, 6 months, 1 year, and 2 years). A chi-square test and Student t-test evaluated differences between the gender for demographic and operative variables where appropriate. Differences between the gender subgroup mean PHQ-9 scores were assessed using a t-test pre- and postoperatively (e.g. , 6 weeks, 12 weeks, 6 months, and 1 year) and a paired t-test was used to assess differences from preoperative scores at each postoperative time point.
Results
A total of 170 subjects underwent 125 ACDFs and 45 ADRs. Both pre- and postoperative timepoints demonstrated no significant differences between mean PHQ-9 scores by gender. Female patients demonstrated statistically significant improvement in PHQ-9 scores at 6 weeks, and 12 weeks, but not through 2 years. Male patients demonstrated statistically significant improvement in PHQ-9 scores at 6 weeks, 12 weeks, 6 months, 1 year, and 2 years.
Conclusion
Although there were no significant differences between mean PHQ-9 score between the genders, there was a difference in magnitude of improvement. Females had a significant improvement in depressive symptom severity over baseline at the 6- and 12-week timepoints only, whereas males had significant improvement through 2 years postoperatively.

Citations

Citations to this article as recorded by  Crossref logo
  • Surgical interventions for degenerative cervical disease: Impact on patient quality of life, mental health, pain relief, and spiritual health
    Ching-Ya Huang, Cheng-Shyuan Rau, Jo-Chien Lin, Shiun-Yuan Hsu, Ching-Hua Hsieh
    Heliyon.2025; 11(1): e41555.     CrossRef
  • The use of the Core Yellow Flags Index for the assessment of psychosocial distress in patients undergoing surgery of the cervical spine
    Francine Mariaux, Achim Elfering, Tamás F. Fekete, François Porchet, Daniel Haschtmann, Raluca Reitmeir, Markus Loibl, Dezsö Jeszenszky, Frank S. Kleinstück, Anne F. Mannion
    European Spine Journal.2024; 33(6): 2269.     CrossRef
  • Sex Differences in Patient-Reported Depression Following Vascular Surgery Procedures
    Blake L. Findley, Teryn A. Holeman, Benjamin S. Brooke
    Journal of Surgical Research.2024; 301: 54.     CrossRef
  • Workers compensation patients experiencing depression report meaningful improvement in mental health scores after anterior cervical discectomy and fusion
    Timothy J. Hartman, James W. Nie, Keith R. MacGregor, Omolabake O. Oyetayo, Eileen Zheng, Kern Singh
    Journal of Clinical Orthopaedics and Trauma.2022; 34: 102020.     CrossRef
  • 6,585 View
  • 100 Download
  • 3 Web of Science
  • 4 Crossref