Predictors of Skip Laminotomy for Placement of Paddle Leads for Spinal Cord Stimulation.

OBJECTIVES: Placement of a standard paddle lead for spinal cord stimulation (SCS) requires a laminotomy for positioning of the lead within the epidural space. During initial placement, an additional laminotomy or laminectomy, termed a "skip" laminotomy, may be necessary at a higher level to pass the lead to the appropriate midline position. Patient and radiographic factors that predict the need for a skip laminotomy have yet to be identified. MATERIALS AND METHODS: Participants who underwent SCS paddle placement at Albany Medical Center between 2016 and 2017 were identified. Operative reports were reviewed to identify the paddle type, level of initial laminotomy, target level, and skip laminotomy level. Preoperative thoracic magnetic resonance images (MRIs) were reviewed, and spinal canal diameter, interpedicular distance, and dorsal cerebral spinal fluid thickness were measured for each participant when available. RESULTS: A total of 106 participants underwent thoracic SCS placement. Of these, 97 had thoracic MRIs available for review. Thirty-eight participants required a skip laminotomy for placement of the paddle compared with 68 participants who did not. There was no significant difference in demographic features including age, sex, body mass index, and surgical history. Univariate analyses that suggested trends were selected for further analysis using binary logistic regression. Level of initial laminotomy (odds ratio [OR] = 1.51, p = 0.028), spinal canal diameter (OR = 0.71, p = 0.015), and dorsal cerebrospinal fluid thickness (OR = 0.61, p = 0.011) were correlated with skip laminotomy. Target level (OR = 1.27, p = 0.138) and time from trial (1.01, p = 0.117) suggested potential association. The multivariate regression was statistically significant, X2(10) = 28.02, p = 0.002. The model explained 38.3% of the variance (Nagelkerke R2) and predicted skip laminectomy correctly in 73.3% of cases. However, for the multivariate regression, only a decrease in spinal canal diameter (OR = 0.59, p = 0.041) was associated with a greater odds of skip laminotomy. CONCLUSIONS: This study aims to characterize the patient and radiographic factors that may predict the need to perform a skip laminotomy during the initial placement of SCS paddles. Here, we show that radiographic and anatomic variables, primarily spinal canal diameter, play an important role in predicting the need for a skip laminotomy. Furthermore, we suggest that target level for placement and level of initial laminotomy also may contribute. Further investigation of the predictive factors for performing a skip laminotomy would help optimize surgical planning and preoperative patient selection and counseling.

Correlating Evoked Electromyography and Anatomic Factors During Spinal Cord Stimulation Implantation With Short-Term Outcomes.

INTRODUCTION: We examine ways intraoperative neuromonitoring during spinal cord stimulation (SCS) varies between a high-resolution investigational SCS (HR-SCS) paddle and a commercial paddle. Furthermore, the presence of evoked motor responses (eg, electromyography [EMG]) in painful regions during surgery is correlated to outcomes. MATERIALS AND METHODS: We used HR-SCS to assess EMG response from 18 patients (NCT05459324). Maximum percentage change in root mean squared (maxRMS) EMG values was determined. Correlations were performed with magnetic resonance imaging measurements and patient outcomes collected preoperatively and at three months (numerical rating scale [NRS], McGill Pain, Beck Depression Inventory, Oswestry Disability Index [ODI], and Pain Catastrophizing Score). RESULTS: Of the 18 patients (12 women to six men; mean age 56 years; eight with neuropathic pain, eight with persistent spinal pain syndrome, two with complex regional pain syndrome), nine had a response at three months based on 50% reduction in NRS, 14 by achieving minimal clinically important difference (MCID) on NRS, and 11 by reaching MCID on ≥three outcome metrics. The anterior posterior diameter (APD) of the spinal column at level of testing correlated with all three responses (p < 0.05). We examined RMS at muscles correlating with individual patient pain distributions and found correlations between RMS and MCID NRS and MCID ODI (p < 0.05). maxRMS in abductor hallucis correlated with improvement in NRS and ODI across the group (p < 0.05). CONCLUSIONS: We found that eliciting EMGs over the painful areas during surgery caused alleviation of pain intensity and disability. Obtaining stimulation of abductor hallucis (AH) was more predictive of pain improvement than any other muscle group, and APD alone correlated with improvements in pain intensity and holistic outcomes. These pilot data suggest that implanters should consider APD and EMG responses from painful regions and AH during surgery.

Establishing Minimal Clinically Important Difference in Sleep Outcomes after Spinal Cord Stimulation in Patients with Chronic Pain Disorders.

INTRODUCTION: As one of the most common medical conditions for which patients seek medical care, chronic pain can be debilitating. The relationship between chronic pain and sleep is thought to be bidirectional, suggesting that treatment of one can be beneficial to the other. There is mounting evidence that spinal cord stimulation (SCS) improves aspects of sleep. How meaningful that is to patients' lives has not been ascertained. OBJECTIVE: The aim of the current study was to further elucidate the effect of SCS on sleep by examining the relationship between pain outcome measures with the insomnia severity index (ISI) and to establish the minimally clinical important difference (MCID), which is defined as the smallest noticeable change that an individual perceives as clinically significant. MATERIALS AND METHODS: We prospectively collected ISI, Epworth sleepiness scale (ESS), Numerical Rating Scale, McGill Pain Questionnaire-Short Form, Oswestry Disability Index, Beck Depression Inventory, and Pain Catastrophizing Scale data both pre- and postoperatively for chronic pain patients who underwent SCS placement and had long-term outcomes. The ISI is a well-studied questionnaire used to assess an individual's level of insomnia. RESULTS: We correlated the ESS and ISI with pain outcome measures in sixty-four patients at a mean follow-up of 9.8 ± 2.9 months. The ISI showed correlations with disability as measured through the Oswestry Disability Index (p = 0.014) and depression as measured through the Beck Depression Inventory (p = 0.024). MCID values for the ISI were calculated using both anchor- and distribution-based methods. The minimal detectable change method resulted in an MCID of 2.4 points, standard error of measurement resulted in an MCID of 2.6 points, and the change difference resulted in an MCID of 2.45. The receiver operating characteristic method yielded an MCID of 0.5-point change with an area under the curve of 0.61. CONCLUSION: This study successfully established MCID ranges for the ISI outcome measure to help gauge improvement in insomnia after SCS. The ISI has ample evidence of its validity in assessment of insomnia, and MCID values of 2.4-2.6 correlate with improvement in disability and depression in our patients.

Revision and Replacement of Spinal Cord Stimulator Paddle Leads.

OBJECTIVES: Paddle leads for spinal cord stimulation (SCS) offer more efficient energy delivery and advantages in some patients. However, there is concern for how safely SCS paddles can be replaced once previously implanted because of scar tissue and the relative vulnerability of the thoracic cord. In this study, we share our experience on SCS paddle replacement. MATERIALS AND METHODS: Participants who underwent SCS replacement at Albany Medical Center between 2011 and 2020 were identified. The medical records were reviewed for demographic data and information regarding initial complications, reason for removal or revision, subsequent complications of replacement surgery and its timing, and whether the implant was ultimately removed. Percutaneous lead replacement cases performed over the same period were used as a comparison group. RESULTS: A total of 1265 patients were identified to have had an SCS-related procedure based on billing codes. Of these, 73 involved replacement of epidural leads (51 paddles, 22 percutaneous). Most paddles (48/51) were replaced at the time of removal. A total of 30 of the 51 paddle replacements required additional lamina removal. Re-operations that occurred more than one year after initial implant were significantly more likely to require additional bone removal (p < 0.001). Paddle re-operations lasted in general 1.7 ± 0.2 hours and had 35 ± 5 mL of blood loss, whereas percutaneous operations lasted 1.3 ± 0.2 hours and had 12.5 ± 2 mL of blood loss. Despite the invasive nature of paddle replacement, there was no difference in complications (p = 0.23) compared with that in percutaneous leads. CONCLUSIONS: This study characterizes the safety profile of SCS paddle replacement surgeries. Here, we demonstrate that the replacement of paddle leads at the time of removal, with additional lamina removal if needed because of scar, is associated with low rates of complications. This validates the feasibility and low-risk profile of replacing paddle leads when clinically indicated for experienced surgeons with specialization in SCS.

Spinal cord stimulation programming: a crash course.

The aim of this comprehensive review is to provide an instructional guide for providers regarding the parameters and programming of spinal cord stimulation (SCS) devices. Knowing these fundamentals will aid in providing superior pain relief to patients. SCS has four programmable parameters: contact (electrode) selection, amplitude, pulse width, and frequency. Each parameter needs to be accounted for when assessing which program works for which patient. Traditional open-loop systems allow for different "programs," or combinations of these four parameters, to be pre-set by the provider and medical device representative. These allow for flexibility in the type of stimulation delivered to the patient depending on activity. Patients are also given control over programs and changing the amplitudes of these programs. However, some open-loop systems place the burden of toggling between programs to manage pain control on patients, though this tends to be less in subparesthesia programs. Newer closed-loop systems make it possible for stimulation settings to automatically adjust in response to accelerometry and evoked compound action potential feedback, and therefore have the potential to streamline the patient experience. This article provides practitioners with the basic knowledge of SCS parameters and programming systems. Understanding their use is essential to providing optimal pain relief to patients.

Craniofacial Peripheral Nerve Stimulation: Analysis of a Single Institution Series.

OBJECTIVE: Objective real-world experience with peripheral nerve stimulation (PNS) is limited. Furthermore, the lack of robust outcome metrics, long-term follow-up and data comparing responders and nonresponders limit the refinement of selection criteria to better identify patients likely to benefit from PNS. MATERIALS AND METHODS: We retrospectively analyzed 22 patients with craniofacial pain treated with PNS, and responders were classified as having ≥50% postoperative improvement in the numeric rating scale (NRS). In a subset of patients (n = 11), detailed prospective outcomes metrics were obtained preoperatively and postoperatively, including NRS, Beck Depression Index (BDI), Pain Catastrophizing Scale (PCS), and McGill Pain Questionnaire (MPQ). RESULTS: About 59.1% (13 of 22) of subjects were classified as responders at a mean follow-up of 37.5 ± 5.27 months. Diagnoses included migraine (n = 6), occipital neuralgia (n = 9), trigeminal neuropathic pain (TNP; n = 6), and central poststroke pain (n = 1). Within the TNP subgroup, responders were more likely to have undergone two or more trigeminal neuralgia procedures prior to PNS (p < 0.05). In the 11 patients with comprehensive preoperative and postoperative outcome data, we noted significant improvement in NRS (p = 0.0005), BDI (p = 0.04), PCS (p = 0.01), as well as components of PCS (helplessness and magnification, p = 0.02) and MPQ (affective, p = 0.02). CONCLUSIONS: The present study adds to the PNS literature by providing long-term data and multiple outcome metrics in a subset of patients. We suggest that BDI, PCS, and MPQ may provide more insight into meaningful response over time. Evaluating functional and quality of life outcomes in patients with craniofacial pain may be more informative than assessing benefit solely based on pain intensity and responder rates.

Progesterone-only contraception is associated with a shorter progression-free survival in premenopausal women with WHO Grade I meningioma.

The hormonally active nature of intracranial meningioma has prompted research examining the risk of tumorigenesis in patients using hormonal contraception. Studies exploring estrogen-only and estrogen/progesterone combination contraceptives have failed to demonstrate a consistent increased risk of meningioma. By contrast, the few trials examining progesterone-only contraceptives have shown higher odds ratios for risk of meningioma. With progesterone-only contraception on the rise, the risk of tumor recurrence with these specific medications warrants closer study. We sought to determine whether progesterone-only contraception increases recurrence rate and decreases progression-free survival in pre-menopausal women with surgically resected WHO Grade I meningioma. Comparative analysis of 67 pre-menopausal women taking hormone-based contraceptives (progesterone-only medication, n = 21; estrogen-only or estrogen/progesterone combination medication, n = 46) who underwent surgical resection of WHO Grade I intracranial meningioma was performed. Differences in demographics, degree of resection, adjuvant therapy and time to recurrence were compared between the two groups. Compared to patients taking combination or estrogen-only contraception, those taking progesterone-only contraception demonstrated a greater recurrence rate (33.3 vs. 19.6%) with a reduced time to recurrence (18 vs. 32 months, p = 0.038) despite a significantly shorter follow-up (p = 0.014). There were no significant demographic or treatment related differences. The results from this study suggest that exogenous progesterone-only medications may represent a specific contraceptive subgroup that should be avoided in patients with meningioma.

HSP90 inhibitors in the context of heat shock and the unfolded protein response: effects on a primary canine pulmonary adenocarcinoma cell line.

BACKGROUND: Agents targeting HSP90 and GRP94 are seldom tested in stressed contexts such as heat shock (HS) or the unfolded protein response (UPR). Tumor stress often activates HSPs and the UPR as pro-survival mechanisms. This begs the question of stress effects on chemotherapeutic efficacy, particularly with drugs targeting chaperones such as HSP90 or GRP94. We tested the utility of several HSP90 inhibitors, including PU-H71 (targeting GRP94), on a primary canine lung cancer line under HS/UPR stress compared to control conditions. METHODS: We cultured canine bronchoalveolar adenocarcinoma cells that showed high endogenous HSP90 and GRP94 expression; these levels substantially increased upon HS or UPR induction. We treated cells with HSP90 inhibitors 17-DMAG, 17-AAG or PU-H71 under standard conditions, HS or UPR. Cell viability/survival was assayed. Antibody arrays measured intracellular signalling and apoptosis profiles. RESULTS: HS and UPR had varying effects on cells treated with different HSP90 inhibitors; in particular, HS and UPR promoted resistance to inhibitors in short-term assays, but combinations of UPR stress and PU-H571 showed potent cytotoxic activity in longer-term assays. Array data indicated altered signalling pathways, with apoptotic and pro-survival implications. UPR induction + dual targeting of HSP90 and GRP94 swayed the balance toward apoptosis. CONCLUSION: Cellular stresses, endemic to tumors, or interventionally inducible, can deflect or enhance chemo-efficacy, particularly with chaperone-targeting drugs. Stress is likely not held accountable when testing new pharmacologics or assessing currently-used drugs. A better understanding of stress impacts on drug activities should be critical in improving therapeutic targeting and in discerning mechanisms of drug resistance.

Golgi Analysis of Neuron Morphology in the Presumptive Somatosensory Cortex and Visual Cortex of the Florida Manatee (Trichechus manatus latirostris).

The current study investigates neuron morphology in presumptive primary somatosensory (S1) and primary visual (V1) cortices of the Florida manatee (Trichechus manatus latirostris) as revealed by Golgi impregnation. Sirenians, including manatees, have an aquatic lifestyle, a large body size, and a relatively large lissencephalic brain. The present study examines neuron morphology in 3 cortical areas: in S1, dorsolateral cortex area 1 (DL1) and cluster cortex area 2 (CL2) and in V1, dorsolateral cortex area 4 (DL4). Neurons exhibited a variety of morphological types, with pyramidal neurons being the most common. The large variety of neuron types present in the manatee cortex was comparable to that seen in other eutherian mammals, except for rodents and primates, where pyramid-shaped neurons predominate. A comparison between pyramidal neurons in S1 and V1 indicated relatively greater dendritic branching in S1. Across all 3 areas, the dendritic arborization pattern of pyramidal neurons was also similar to that observed previously in the afrotherian rock hyrax, cetartiodactyls, opossums, and echidnas but did not resemble the widely bifurcated dendrites seen in the large-brained African elephant. Despite adaptations for an aquatic environment, manatees did not share specific neuron types such as tritufted and star-like neurons that have been found in cetaceans. Manatees exhibit an evolutionarily primitive pattern of cortical neuron morphology shared with most other mammals and do not appear to have neuronal specializations for an aquatic niche.

Utilization of the Modified Brain Injury Guidelines by Neurosurgeons to Improve Traumatic Brain Injury Patient Throughput at a Level I Trauma Center: A Retrospective Observational Study.

OBJECTIVE: The modified Brain Injury Guidelines (mBIG) were developed to improve care of patients with traumatic brain injury (TBI). This study aimed to assess if utilization of mBIG by neurosurgeons would improve TBI patient throughput at a Level I trauma center, particularly for patients meeting mBIG 1 criteria. METHODS: This was a retrospective observational study at a Level I trauma center. The mBIG were adopted in November 2021. Outcome and safety data for patients ≥18 years old meeting mBIG 1 criteria treated 18 months before (pre-mBIG cohort) or after (post-mBIG cohort) implementation were compared. Patients meeting criteria for mBIG 2 or mBIG 3 classification were excluded. In contrast to mBIG, neurosurgery was involved in the care of all patients. RESULTS: The study included 170 patients with traumatic brain injury (77 pre-mBIG, 93 post-mBIG). In the post-mBIG cohort, 53 patients (57%) were discharged from the emergency department after a period of observation versus 3 patients (4%) in the pre-mBIG cohort (P ≤ 0.01). Post-mBIG patients who were not discharged were most often admitted for care of other injuries (85%). Repeat neuroimaging was less frequent in post-mBIG patients (15% vs. 62%, P ≤ 0.01). No patients in either cohort needed operative neurosurgical interventions or medical therapy for intracranial hypertension or experienced neurological deterioration. No post-mBIG patients had radiographic injury progression. The rate of repeat emergency department presentation within 30 days was not different between cohorts (P = 0.14). CONCLUSIONS: The mBIG 1 criteria were safe and improved low-risk TBI patient throughput at a Level I trauma center. Neurosurgical involvement may be beneficial to the mBIG while still facilitating significant resource savings.

Improved Selectivity in Eliciting Evoked Electromyography Responses With High-Resolution Spinal Cord Stimulation.

BACKGROUND AND OBJECTIVES: As spinal cord stimulation (SCS) offers a therapy for increasing numbers of patients with chronic pain and spinal cord injury, it becomes increasingly important to better understand its somatotopy. In this prospective study, we investigate whether high-resolution SCS (HR-SCS) offers improved selectivity assessed through elicitation of evoked electromyography (EMG) responses as compared with commercial paddle leads. METHODS: Vertical tripole configurations were used to elicit EMG responses in both types of paddles placed for standard-of-care indications between T6 and T10. In HR-SCS, evoked EMG responses in lower extremity/abdominal muscle groups were monitored at 6 to 8 mediolateral sites. All commercial paddle columns were tested. Percentage change in the maximum root mean square value was calculated at a group level. Heat maps were generated to identify responders for each muscle group. Responders were considered patients who had a >50% change in root mean square over baseline. RESULTS: We demonstrated significantly greater motor responses across medial and lateral contacts and greater responder rates consistently at the T6 and T9 levels with HR-SCS as compared with commercial paddles in 18 patients. Distal muscle groups (gastrocnemius and tibialis anterior) and proximal muscle groups (biceps femoris and quadriceps) were selectively activated at both levels. CONCLUSION: We demonstrate that HR-SCS has greater selectivity in eliciting evoked EMG responses in an intraoperative setting. HR-SCS offers recruitment of muscle groups at lateral contacts concurrently with medial contacts. We provide data that HR-SCS may provide higher spatial resolution, which has the potential to allow for personalization of care and treatment of pain syndromes/symptoms which to date have not been effectively treated.

The Use of Salvage Procedures for Wound Complications in Neuromodulation.

OBJECTIVE: Wound complications are a prevalent concern for neuromodulation procedures. While removal of the device was recommended, attempts to salvage expensive hardware have become commonplace. We examine our management in wound issues to aid in providing guidance for these situations. METHODS: We identified 40 patients over an 8-year period in a large neuromodulation practice, who underwent washout or partial salvage of hardware. We examined the efficacy of washout and partial explants on the ability to salvage the implants. Covariates including age, sex, body mass index, smoking status, anticoagulation, and device type were considered. RESULTS: There were 29 washouts and 10 partial hardware removal cases. Washouts were successful in 15/29 cases (51.7%), partial hardware removal was successful in 2/10 cases (20%), and removal with replacement was not successful (0 of 1). Washouts tended to be more successful than partial removal procedures (P = 0.08). In cases of successful washout, the average duration between infectious symptoms and washout was 7.27 ± 2.19 days. None of the demographic variables were associated with increased likelihood of washout failure. CONCLUSIONS: Our results demonstrate a higher rate of washout failure in those who underwent partial device removal and in the presence of purulence at the surgical site. Further investigation must be conducted to determine the instances in which hardware removal is indicated to prevent failure or removal due to infection. Identification of these parameters will optimize therapeutic benefit and long-term financial impact.

An assessment of the long-term impacts of the coronavirus disease 2019 pandemic on academic neurosurgery.

OBJECTIVE: The goal of this study was to survey residents, fellows, and residency program leadership to assess the long-term impacts of the coronavirus disease 2019 (COVID-19) on residency training by using a structured survey methodology. METHODS: A survey was distributed to US neurosurgical residents and fellows (n = 2085) as well as program directors (PDs) and chairs (n = 216) in early 2022. Bivariate analysis was performed to identify factors associated with a decreased likelihood of pursuing a career in academic neurosurgery because of the pandemic, a perception that surgical skills preparation was negatively impacted, personal financial concerns, and a preference for remote education. Significant differences in the bivariate analysis underwent further multivariate logistic regression analysis to evaluate for predictors of these outcomes. RESULTS: An analysis of complete surveys from 264 residents and fellows (12.7%) and 38 PDs and chairs (17.6%) was performed. Over half of the residents and fellows (50.8%) believed that their surgical skills preparation was negatively impacted by the pandemic, and a notable proportion believed that they were less likely to go into academics because of the pandemic's impact on their professional (20.8%) and personal (28.8%) life. Those less likely to pursue academics were more likely to report that work-life balance did not improve (p = 0.049), personal financial concerns increased (p = 0.01), and comradery among residents (p = 0.002) and with faculty (p = 0.001) did not improve. Residents who indicated they were less likely to go into academics were also more likely to have been redeployed (p = 0.038). A large majority of PDs and chairs indicated that the pandemic resulted in financial setbacks for their departments (71.1%) and institutions (84.2%), with 52.6% reporting reduced faculty compensation. Financial setbacks at the institutional level were associated with a worsened opinion of hospital leadership (p = 0.019) and reports of a reduced quality of care for non-COVID-19 patients (p = 0.005) but not from faculty member losses (p = 0.515). A plurality of trainees (45.5%) reported a preference for a remote format for educational conferences compared to 37.1% who disagreed. CONCLUSIONS: This study provides a cross-section of the pandemic's impact on academic neurosurgery, highlighting the importance of continued efforts to assess and address the long-term consequences of the COVID-19 pandemic for US academic neurosurgery.

A Modified Technique for Interventional MRI-Guided Deep Brain Stimulation Using the ClearPoint System.

BACKGROUND: Deep brain stimulation (DBS) is increasingly performed using imaging-based techniques, which are rapidly evolving to minimize invasiveness and use limited resources efficiently. OBJECTIVE: To describe a modified surgical technique for interventional MRI-guided stereotactic procedures using ClearPoint. METHODS: A total of 160 consecutive DBS cases for Parkinson disease (48%), essential tremor (44%), dual essential tremor/Parkinson disease (3%), and dystonia (5%) were studied. Technique modifications included (1) preplanning the target/trajectory, (2) adoption of a smaller incision and new stereotactic frame, (3) changing the sequence of surgical steps, aiming to final target PRIOR to drilling, (4) reducing burr hole size, (5) minimizing dural opening, and (6) anchoring leads with a bio cement/plate combination in lieu of commercial devices. Demographic data, radial error, number of passes, and case time were prospectively collected while complications and clinical outcomes were retrospectively assessed. RESULTS: One hundred and forty seven DBS patients had 262 total leads placed. Average radial error was 0.41 mm bilaterally. Seventy nine leads had error <0.2 mm; 6 leads had error >1 mm. Pin-to-stylet insertion time, pin-to-frame removal time, and pin-to-room departure time were 2 hours 1 minute, 2 hours 48 minutes, and 3 hours 16 minutes, respectively, and were significantly shorter than those obtained with the original ClearPoint technique for our first 150 DBS cases ( P < .0001). Complications included infection with hardware removal (2.5%) and superficial hemorrhage without permanent neurological sequelae (1.9%). CONCLUSION: The modified ClearPoint technique maintains accuracy while reducing invasiveness and MRI time. This workflow can be expanded to other applications, including laser interstitial thermal therapy and gene delivery.

Machine Learning in Spinal Cord Stimulation for Chronic Pain.

Spinal cord stimulation (SCS) is an effective treatment for chronic neuropathic pain. The success of SCS is dependent on candidate selection, response to trialing, and programming optimization. Owing to the subjective nature of these variables, machine learning (ML) offers a powerful tool to augment these processes. Here we explore what work has been done using data analytics and applications of ML in SCS. In addition, we discuss aspects of SCS which have narrowly been influenced by ML and propose the need for further exploration. ML has demonstrated a potential to complement SCS to an extent ranging from assistance with candidate selection to replacing invasive and costly aspects of the surgery. The clinical application of ML in SCS shows promise for improving patient outcomes, reducing costs of treatment, limiting invasiveness, and resulting in a better quality of life for the patient.

Drainage, Irrigation, and Fibrinolytic Therapy (DRIFT) for Adult Intraventricular Hemorrhage Associated with Primary Hypertensive Hemorrhages Using IRRAflow Self-Irrigating Catheter: A Report of Three Cases and Prior Historical Controls.

BACKGROUND: Spontaneous primary intracerebral hemorrhage (ICH) accounts for 10%-15% of strokes and is accompanied by ventricular involvement in 10%-30% of cases. Intraventricular hemorrhage (IVH) is a poor prognostic factor and the current treatment paradigm of external ventricular drainage requires frequent flushing and replacement. Given the documented high rate of failure standard EVD catheters, we sought to determine if the use of the IRRAflow system with the addition of alteplase would be beneficial in this patient population for the treatment of IVH associated with primary hypertensive ganglionic hemorrhages. METHODS: Three patients with ganglionic hemorrhages and IVH underwent treatment with the IRRAflow system at our institution from December 2022 to January 2023. A retrospective review was then performed of patients with primary hypertensive ganglionic hemorrhages and EVD placement at our institution from January 2021 to present day. RESULTS: Three patients underwent treatment with the IRRAflow system and continuous lavage of Tissue Plasminogen Activator (tPA). The IVH was efficiently cleared in all cases and the drains were removed within 8 days in all cases. No patients required replacement of the drain and there were no hemorrhagic complications noted. In our retrospective review, 28 patients were identified who underwent placement of a standard EVD for the treatment of primary hypertensive ganglionic hemorrhages. When patients who had early withdrawal of care were excluded, the average length of EVD treatment was 11.3 days and the EVD replacement rate was 24%. CONCLUSIONS: We demonstrate here that the use of the IRRAflow system for the treatment of primary hypertensive hemorrhages with IVH results in rapid clearance of the IVH without safety concerns. Compared to historical controls there was a decrease in EVD duration, EVD replacement and, ICU LOS.

Machine Learning and Pain Outcomes.

Machine learning (ML) is an increasingly popular method of data analysis that has meaningful application within the realm of pain management. Current research has used this technique as a tool to refine patient selection for more invasive pain management treatments in an effort to improve outcomes. It is also being used to aid in the search for biomarkers that could objectify the quantification of pain to better assess these outcomes. This article provides an overview of ML and its applications within the pain field.

Techniques for Safe Removal of Spinal Cord Stimulation Paddle Leads.

BACKGROUND: Spinal cord stimulation (SCS) is a safe neuromodulatory treatment used to treat failed back surgery syndrome, chronic neuropathic pain, and complex regional pain syndrome. Despite its efficacy, some patients fail to achieve pain relief and elect to undergo removal of SCS paddle leads. The safety and best practices of these procedures have not been defined. OBJECTIVE: In this article, we describe our technique and complication rate in a series of SCS paddle removals. METHODS: All patients who underwent SCS paddle removal at the Albany Medical Center between 2011 and 2020 were identified. Medical charts were reviewed for demographic data, operative technique, and incidence of complications within 30 days of the procedure. RESULTS: Thirty-two (91%) patients underwent a thoracic paddle removal, whereas 3 (9%) underwent a cervical paddle removal. All cases underwent preoperative imaging with computed tomography or MRI, and all cases were performed with neuromonitoring and fluoroscopy. The technique required for paddle removal depended on the extent of local scar formation and ranged from soft tissue dissection to additional laminectomy at an adjacent level. Cases took on average 2 ± 0.09 hours with 23.21 ± 4.29 cc blood loss. Two patients had superficial infections, which were cleared with 1 week of oral antibiotics. There were no other adverse events. CONCLUSION: Thirty-five patients successfully underwent paddle removal with the minor complications reported. In this article, we show that by using neuromonitoring, fluoroscopy, and the techniques described, SCS paddle removal can be performed with minimal risk.

Review of the Treatments for Central Neuropathic Pain.

Central neuropathic pain (CNP) affects millions worldwide, with an estimated prevalence of around 10% globally. Although there are a wide variety of treatment options available, due to the complex and multidimensional nature in which CNP arises and presents symptomatically, many patients still experience painful symptoms. Pharmaceutical, surgical, non-invasive, cognitive and combination treatment options offer a generalized starting point for alleviating symptoms; however, a more customized approach may provide greater benefit. Here, we comment on the current treatment options that exist for CNP and further suggest the need for additional research regarding the use of biomarkers to help individualize treatment options for patients.