The Choice of Spinal Cord Stimulation Versus Targeted Drug Delivery in the Management of Chronic Pain: Validation of an Outcomes Predictive Formula

被引:1
作者
Mekhail, Nagy [1 ,3 ]
Armanyous, Sherif [1 ]
Templeton, Erin [1 ]
Prayson, Nicholas [1 ]
Saweris, Youssef [2 ]
机构
[1] Cleveland Clin, Evidence Based Pain Management Res, Cleveland, OH USA
[2] Sutter Gould Med Fdn, Modesto, CA USA
[3] Cleveland Clin, Evidence Based Pain Management Res, 9500 Euclid Ave,C-25, Cleveland, OH 44195 USA
来源
NEUROMODULATION | 2023年 / 26卷 / 06期
关键词
Mekhail ' s predictive formula; neuromodulation; patient selection; spinal cord stimulation; targeted drug delivery; NEUROMODULATION DEVICES; THERAPY; RATES;
D O I
10.1016/j.neurom.2023.02.083
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Objective: In 2020, Mekhail et al published a formula that predicted the likelihood of a successful outcome for those who undergo spinal cord stimulation (SCS) for long-term pain management, based on retrospectively collected clinical and demo-graphic data from one major medical center. The aim of this study is to validate such a predictive formula, prospectively, in a cohort of patients from multiple medical practices that are more representative of real-life clinical practice.Materials and Methods: For the study, 939 patients who underwent successful SCS or targeted drug delivery (TDD) trials at multiple independent medical centers in the USA were enrolled into the Medtronic product surveillance registry data base before they underwent SCS or TDD device implantation, from 2018 to 2020. The registry data were collected prospectively but not specifically for this study. The data examined included demographic information, pain diagnosis, pain scores (visual analog scale [VAS]), Oswestry Disability Index scores, and quality-of-life scores at baseline and six months after implant. Because our goal is to validate the previously published predictive formula, in addition to the outcomes data previously mentioned, we collected the variables necessary for such a task: sex, age, depression, the presence of neuropathic pain, spine-related pain diagnosis, and persistent spinal pain syndrome "post laminectomy syndrome." Spine-related pain diagnosis included subjects with chronic spine pain who never had back surgery and whose pain was not radicular nor neuropathic.Results: Of 619 patients with SCS, 138 (22%) achieved & GE; 50% reductions of the baseline VAS at six months. The logistic model predicts SCS success with an area under the receiver operating characteristic curve (AUC) of 80% in the current validation data set. Of 320 patients with TDD, 147 (46%) achieved & GE; 50% reduction of the baseline VAS at six months. The logistic model predicts TDD success with an AUC of 78% in the current validation data set.Conclusion: The study provides real life validation of the previously published predictive formula(4).
引用
收藏
页码:1218 / 1225
页数:8
相关论文
共 50 条
[31]   Health-Care Utilization and Outcomes with 10 kHz Spinal Cord Stimulation for Chronic Refractory Pain [J].
Gupta, Mayank ;
Ray, Mahoua ;
Ladesich, Nicole ;
Gupta, Akshat .
JOURNAL OF PAIN RESEARCH, 2021, 14 :3675-3683
[32]   Electrical neuromodulation for the treatment of chronic pain: derivation of the intrinsic barriers, outcomes and considerations of the sustainability of implantable spinal cord stimulation therapies [J].
Malinowski, Mark N. ;
Gish, Brandon E. ;
Moreira, Alexandra M. ;
Karcz, Marcin ;
Bracero, Lucas A. ;
Deer, Timothy R. .
EXPERT REVIEW OF MEDICAL DEVICES, 2024, 21 (08) :741-753
[33]   One-Year Outcomes of Spinal Cord Stimulation of the Dorsal Root Ganglion in the Treatment of Chronic Neuropathic Pain [J].
Liem, Liong ;
Russo, Marc ;
Huygen, Frank J. P. M. ;
Van Buyten, Jean-Pierre ;
Smet, Iris ;
Verrills, Paul ;
Cousins, Michael ;
Brooker, Charles ;
Levy, Robert ;
Deer, Timothy ;
Kramer, Jeffrey .
NEUROMODULATION, 2015, 18 (01) :41-49
[34]   Machine learning predicts spinal cord stimulation surgery outcomes and reveals novel neural markers for chronic pain [J].
Gopal, Jay ;
Bao, Jonathan ;
Harland, Tessa ;
Pilitsis, Julie G. ;
Paniccioli, Steven ;
Grey, Rachael ;
Briotte, Michael ;
Mccarthy, Kevin ;
Telkes, Ilknur .
SCIENTIFIC REPORTS, 2025, 15 (01)
[35]   Real-World Outcomes Using a Spinal Cord Stimulation Device Capable of Combination Therapy for Chronic Pain: A European, Multicenter Experience [J].
Kallewaard, Jan Willem ;
Paz-Solis, Jose Francisco ;
De Negri, Pasquale ;
Canos-Verdecho, Maria Angeles ;
Belaid, Hayat ;
Thomson, Simon J. ;
Abejon, David ;
Vesper, Jan ;
Mehta, Vivek ;
Rigoard, Philippe ;
Maino, Paolo ;
Love-Jones, Sarah ;
Pena, Isaac F. ;
Bayerl, Simon ;
Perruchoud, Christophe ;
Bougeard, Renaud ;
Mertz, Cleo ;
Pei, Yu ;
Jain, Roshini .
JOURNAL OF CLINICAL MEDICINE, 2021, 10 (18)
[36]   High Rates of Undiagnosed Psychological Distress Exist in a Referral Population for Spinal Cord Stimulation in the Management of Chronic Pain [J].
Shamji, Mohammed F. ;
Rodriguez, Jessica ;
Shcharinsky, Alina ;
Paul, Darcia .
NEUROMODULATION, 2016, 19 (04) :414-420
[37]   Comparison of clinical outcomes associated with spinal cord stimulation (SCS) or conventional medical management (CMM) for chronic pain: a systematic review and meta-analysis [J].
Zhou, Mi ;
Zhong, Hao ;
Xing, Cong ;
Li, Hao ;
Liu, Song ;
Wang, Liyue ;
Ma, Hongpeng ;
Ning, Guangzhi .
EUROPEAN SPINE JOURNAL, 2023, 32 (06) :2029-2041
[38]   Comparison of clinical outcomes associated with spinal cord stimulation (SCS) or conventional medical management (CMM) for chronic pain: a systematic review and meta-analysis [J].
Mi Zhou ;
Hao Zhong ;
Cong Xing ;
Hao Li ;
Song Liu ;
Liyue Wang ;
Hongpeng Ma ;
Guangzhi Ning .
European Spine Journal, 2023, 32 :2029-2041
[39]   Establishing Minimal Clinically Important Difference in Sleep Outcomes after Spinal Cord Stimulation in Patients with Chronic Pain Disorders [J].
Johansen, Phillip M. ;
Trujillo, Frank A. ;
Hagerty, Vivian ;
Harland, Tessa ;
Davis, Gregory ;
Pilitsis, Julie G. .
STEREOTACTIC AND FUNCTIONAL NEUROSURGERY, 2023, 101 (01) :41-46
[40]   Association of Outcomes of Spinal Cord Stimulation for Chronic Low Back Pain and Psoas Measurements Based on Size of Iliopsoas Muscles [J].
Sheldon, Breanna L. ;
DiMarzio, Marisa ;
Chung, Sung Hwan ;
Tram, Justin ;
Khazen, Olga ;
Staudt, Michael D. ;
Bondoc, Melanie ;
Pilitsis, Julie G. .
NEUROMODULATION, 2022, 25 (01) :121-126