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Cabrera, Juan M. Rojas

https://orcid.org/0000-0001-8131-5546

Mayo Clinic

Mayo Clinic

Citations 9

Technological Approaches and Translational Challenges in Bedside External Ventricular Drain Placement: A Systematic Review
Hawkes, Maximiliano A. , Cabrera, Juan M. Rojas , Hong, Lydia, Shin, Hojin, Sung, Jaeyun , Kouzani, Abbas Z., Lee, Kendall, Scheitler, Kristen M. , Hawkes, M A , Sung, Jaeyun , Rojas Cabrera, Juan M , Sharaf, Basel , Kouzani, Abbas Z. , Oh, Yoonbae , Lee, Kendall H.

Operative Neurosurgery | February 4, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1227/ons.0000000000001925 Get It

BACKGROUND AND OBJECTIVES: External ventricular drain (EVD) placement is the most commonly performed bedside emergent neurosurgical procedure. However, catheter misplacement occurs in approximately 25% of cases, potentially resulting in neurological injury or the need for repositioning, highlighting the need for safer and more accurate placement techniques. This review aims to (1) summarize technological innovations developed to enhance the accuracy and safety of bedside EVD placement, (2) evaluate their reported benefits and limitations, and (3) identify key barriers to their clinical implementation in critical care settings. METHODS: We conducted a systematic review of PubMed, Embase, and Scopus combining terms related to EVD placement and assistive technologies. All the studies evaluated EVD placement using simulations, phantoms, cadavers, and patient procedures conducted at the bedside and in the operating room. RESULTS: We identified 3898 records, and 76 studies met the inclusion criteria. Of these, 30 studies compared stereotactic systems, ultrasound guidance, frameless neuronavigation, and augmented or mixed reality technologies to the freehand technique. These studies consistently reported improved accuracy with advanced systems although complication rates and procedural times were variably reported. An additional 35 and 12 studies evaluated nonimmersive and immersive technologies, respectively, in noncomparative settings. Most of these demonstrated high first-pass success and mean tip deviations under 3 mm. Variability in the definitions of accuracy and procedural metrics limited data synthesis, but the overall findings suggest a promising trajectory for technology-assisted EVD placement. CONCLUSION: Assistive technologies for EVD placement show potential to improve accuracy and safety over the freehand technique. These early successes signal potential to improve bedside neurosurgical care. Realizing this promise will require future studies to standardize accuracy metrics, report time, and safety outcomes consistently and validate performance in real-world critical care settings.
Boron‐Doped Nano‐Crystalline Coated Carbon Fibers for Phasic Dopamine Sensing
Higham, Simon , Cabrera, Juan M. Rojas , Kwak, Youngjong , Hong, Lydia, Chambers, Andre , Nadarajah, Athavan, León, Sorel E. De , Jung, Young Jun , Jalilinejad, Negin , Jang, Dong Pyo , Shin, Hojin , Tong, Wei , Higham, Simon J , Blaha, Charles , Lee, Kendall, Shin, Hojin , Tong, Wei , Rojas Cabrera, Juan M , Hong, Lydia, Blaha, Charles D. , Oh, Yoonbae , Lee, Kendall , Stacey, Alastair D. , Cloherty, Shaun Liam , Ibbotson, Michael R. , Garrett, David J. , Prawer, Steven

Advanced Healthcare Materials | December 18, 2025 | Volume: 15 | Issue: 15 | Pages: No page available

10.1002/adhm.202503945 Get It

ABSTRACT Real time, chronic electrochemical detection of neurotransmitters will provide a positive step in the treatment and understanding of neurological disease. However, current electrodes using carbon fibers (CF) fail to perform chronically. While diamond‐based coatings show promise in improving their longevity, achieving a uniform layer of such coatings on CFs is challenging, and the electrodes often lose sensitivity after coating. In this work, a complete and uniform boron‐doped nanocrystalline material grown in a diamond reactor (B‐NCD) was developed to coat CF microelectrodes for neurochemical sensing. The coating was characterized electrically, optically, mechanically, and chemically. The B‐NCD coated CF electrodes were able to detect phasic dopamine at a sensitivity comparable to the most widely used alternatives (uncoated and PEDOT:Nafion coated CFs). During biofouling testing, the B‐NCD coated CF electrodes demonstrated better stability than uncoated CFs and comparable performance to PEDOT:Nafion coated CFs. Moreover, B‐NCD exhibited no signs of degradation during consecutive FSCV applications, while uncoated and PEDOT:Nafion coated CF electrodes degraded significantly over time. Furthermore, the B‐NCD coating supported the survival and development of neurons and astrocytes in vitro, exhibited excellent adhesion and durability during mechanical bending testing, and enabled successful in vivo recording of phasic dopamine release in the rat brain. Overall, B‐NCD coated CFs present as an ideal candidate for chronic, flexible neural implantable electrodes for long‐term neurochemical monitoring.
Three-dimensional surface scanning for registration in stereotactic neurosurgery: a cadaveric feasibility study
Hussein, S.H., Koller, Adam L., Cabrera, Juan M. Rojas , Shin, Hojin , Elgohary, Mohamed, Sung, Jaeyun , Lee, Kendall H. , Koller, Adam , Scheitler, Kristen M. , Hanson, Christian, El-Gohary, Mohamed M., Sung, Jaeyun , Rojas Cabrera, Juan M , Koller, Adam L , Sharaf, Basel , Hanson, Christian, Morris, Jonathan M. , Oh, Yoonbae , Hawkes, Maximiliano A. , Kouzani, Abbas Z. , Blaha, Charles D.

Journal of Neurosurgery | December 8, 2025 | Volume: 144 | Issue: 2 | Pages: 305-314

10.3171/2025.7.jns25870 Get It

OBJECTIVE Achieving submillimetric accuracy in stereotactic neurosurgery remains critical for safely targeting deep brain structures. Current workflows rely on intraoperative CT to register stereotactic frames to preoperative imaging, but this introduces additional radiation exposure, cost, and workflow complexity. Three-dimensional surface scanning (3DSS) potentially offers a fast radiation-free alternative capable of capturing detailed craniofacial anatomy and frame geometry. Therefore, the aim of this cadaveric study was to evaluate the feasibility, accuracy, and navigational compatibility of integrating 3DSS into stereotactic workflows as a potential replacement for intraoperative CT. METHODS A human cadaveric head was imaged with both thin-slice CT and structured-light 3DSS after mounting stereotactic frame components. CT, 3DSS, and computer-aided design (CAD) models were registered using a multistep point cloud alignment pipeline involving the fast point feature histogram, the random sample consensus method, and the iterative closest point algorithm. Accuracy was assessed using surface deviation error, root mean square error (RMSE), and fiducial registration error within a commercial neuronavigation platform. RESULTS Fusion of the 3D facial scan with CT provided a mean surface deviation error of approximately 0.4 mm. Registration of the 3DSS-derived N-bar localizer to its CAD reference model produced a frame alignment RMSE of 1.3 mm. Within the navigation system, the 3DSS-based workflow achieved a mean fiducial registration error of 0.14 mm (range 0.02–0.20 mm), outperforming the conventional CT-based method (mean error 0.20 mm, range 0.09–0.40 mm). CONCLUSIONS The 3DSS-based method enabled precise submillimetric stereotactic registration without the need for intraoperative CT, reducing radiation exposure and operative complexity. This workflow is fully compatible with existing navigation systems and could serve as a practical radiation-free alternative in stereotactic neurosurgery. Future work will focus on automating frame detection, incorporating artificial intelligence–driven fusion methods, and validating this approach in live surgical settings.
Invasive and Non-Invasive Neuromodulation for the Treatment of Substance Use Disorders: A Review of Reviews
Oesterle, Tyler , Bormann, Nicholas L. , Al‐Soleiti, Majd , Kung, Simon , Singh, Balwinder , McGinnis, Michele , Costa, Sabrina Corrêa da , Rummans, Teresa A. , Chauhan, Mohit , Cabrera, Juan M. Rojas , Vettleson-Trutza, Sara A. , Scheitler, Kristen M. , Shin, Hojin , Lee, Kendall H. , Gold, Mark S. , Oesterle, Tyler S , McGinnis, Michele T , Correa da Costa, Sabrina, Rummans, Teresa , Rojas Cabrera, Juan M , Singh, Balwinder , Vettleson-Trutza, Sara , Bormann, Nicholas L , Chauhan, Mohit

Brain Sciences | July 7, 2025 | Volume: 15 | Issue: 7 | Pages: 723

10.3390/brainsci15070723 Get It

Background: Invasive and non-invasive neuromodulation in psychiatry represents a burgeoning field that leverages advanced neuromodulation techniques to address substance use disorders (SUDs). Aims: This narrative review synthesizes findings from multiple reviews to evaluate the efficacy of neuromodulation in treating SUDs. Methods: A comprehensive literature search was conducted between December 2024 and April 2025, focusing on systematic reviews and meta-analyses that examined various neuromodulation modalities, including repetitive transcranial magnetic stimulation (rTMS), transcranial direct current stimulation (tDCS), and deep brain stimulation (DBS). The selected reviews were analyzed to identify common themes, outcomes, and gaps in the current understanding of these treatments for SUDs. Results: 11 reviews met the final inclusion criteria; 5 focused on non-invasive neuromodulation (rTMS, tDCS) and 6 on invasive neuromodulation (DBS). Non-invasive neurostimulation was associated with modest improvements in craving and cognitive dysfunction in individuals with SUDs. Similarly, invasive neuromodulation (DBS), through high-frequency stimulation of the bilateral nucleus accumbens, appeared to reduce cravings and improve comorbid psychiatric symptoms in both preclinical and human studies. Importantly, small sample sizes, heterogeneity in targets and stimulation protocols, and short follow-up periods significantly limit the generalizability of current findings from both non-invasive and invasive neuromodulation studies. Conclusions: As novel and more effective therapies for the treatment of SUD are desperately needed, procedural interventional psychiatry holds promise. However, despite encouraging results, existing evidence is still preliminary, and larger, rigorously designed studies are warranted to further establish the safety and efficacy of neuromodulatory interventions for SUD treatment.
Techniques for Measurement of Serotonin: Implications in Neuropsychiatric Disorders and Advances in Absolute Value Recording Methods
Cabrera, Juan M. Rojas , Oesterle, Tyler , Rusheen, Aaron E. , Goyal, Abhinav , Scheitler, Kristen M. , Mandybur, Ian, Bennet, Kevin E. , Heien, Michael L. , Jang, Dong Pyo , Lee, Kendall H. , Shin, Hojin , Rojas Cabrera, Juan M , Heien, Michael L , Jang, Dong Pyo , Oh, Yoonbae , Shin, Hojin , Oesterle, Tyler S , Mandybur, Ian, Blaha, Charles D. , Oh, Yoonbae

ACS Chemical Neuroscience | November 29, 2023 | Volume: 14 | Issue: 24 | Pages: 4264-4273

10.1021/acschemneuro.3c00618 Get It

Deep brain stimulation alleviates tics in Tourette syndrome via striatal dopamine transmission
Rusheen, Aaron E. , Cabrera, Juan M. Rojas , Goyal, Abhinav , Shin, Hojin , Jang, Dong‐Pyo, Bennet, Keven E, Lee, Kendall H. , Rojas-Cabrera, Juan, Yuen, Jason , Rojas Cabrera, Juan M , Blaha, Charles D. , Oh, Yoonbae

Brain | May 4, 2023 | Volume: 146 | Issue: 10 | Pages: 4174-4190

10.1093/brain/awad142 Get It

Abstract Tourette syndrome is a childhood-onset neuropsychiatric disorder characterized by intrusive motor and vocal tics that can lead to self-injury and deleterious mental health complications. While dysfunction in striatal dopamine neurotransmission has been proposed to underlie tic behaviour, evidence is scarce and inconclusive. Deep brain stimulation (DBS) of the thalamic centromedian parafascicular complex (CMPf), an approved surgical interventive treatment for medical refractory Tourette syndrome, may reduce tics by affecting striatal dopamine release. Here, we use electrophysiology, electrochemistry, optogenetics, pharmacological treatments and behavioural measurements to mechanistically examine how thalamic DBS modulates synaptic and tonic dopamine activity in the dorsomedial striatum. Previous studies demonstrated focal disruption of GABAergic transmission in the dorsolateral striatum of rats led to repetitive motor tics recapitulating the major symptom of Tourette syndrome. We employed this model under light anaesthesia and found CMPf DBS evoked synaptic dopamine release and elevated tonic dopamine levels via striatal cholinergic interneurons while concomitantly reducing motor tic behaviour. The improvement in tic behaviour was found to be mediated by D2 receptor activation as blocking this receptor prevented the therapeutic response. Our results demonstrate that release of striatal dopamine mediates the therapeutic effects of CMPf DBS and points to striatal dopamine dysfunction as a driver for motor tics in the pathoneurophysiology of Tourette syndrome.
Automatic and Reliable Quantification of Tonic Dopamine Concentrations In Vivo Using a Novel Probabilistic Inference Method
Kim, Jaekyung , Barath, Abhijeet S. , Rusheen, Aaron E. , Cabrera, Juan M. Rojas , Price, J. Blair , Shin, Hojin , Goyal, Abhinav , Jondal, Danielle E. , Lee, Kendall H. , Jang, Dong Pyo , Rojas Cabrera, Juan M, Yuen, Jason W, Rojas Cabrera, Juan M , Yuen, Jason , Blaha, Charles D. , Oh, Yoonbae

ACS Omega | March 3, 2021 | Volume: 6 | Issue: 10 | Pages: 6607-6613

10.1021/acsomega.0c05217 Get It

Advances in neurochemical measurements: A review of biomarkers and devices for the development of closed-loop deep brain stimulation systems
Cabrera, Juan M. Rojas , Price, J. Blair , Rusheen, Aaron E. , Goyal, Abhinav , Jondal, Danielle E. , Barath, Abhijeet S. , Shin, Hojin , Chang, Su-Youne , Bennet, Kevin E. , Lee, Kendall H. , Rojas Cabrera, Juan M, Jondal, Danielle, Rojas Cabrera, Juan M , Blaha, Charles D. , Oh, Yoonbae

Reviews in Analytical Chemistry | January 14, 2021 | Volume: 39 | Issue: 1 | Pages: 188-199

10.1515/revac-2020-0117 Get It

Abstract Neurochemical recording techniques have expanded our understanding of the pathophysiology of neurological disorders, as well as the mechanisms of action of treatment modalities like deep brain stimulation (DBS). DBS is used to treat diseases such as Parkinson’s disease, Tourette syndrome, and obsessive-compulsive disorder, among others. Although DBS is effective at alleviating symptoms related to these diseases and improving the quality of life of these patients, the mechanism of action of DBS is currently not fully understood. A leading hypothesis is that DBS modulates the electrical field potential by modifying neuronal firing frequencies to non-pathological rates thus providing therapeutic relief. To address this gap in knowledge, recent advances in electrochemical sensing techniques have given insight into the importance of neurotransmitters, such as dopamine, serotonin, glutamate, and adenosine, in disease pathophysiology. These studies have also highlighted their potential use in tandem with electrophysiology to serve as biomarkers in disease diagnosis and progression monitoring, as well as characterize response to treatment. Here, we provide an overview of disease-relevant neurotransmitters and their roles and implications as biomarkers, as well as innovations to the biosensors used to record these biomarkers. Furthermore, we discuss currently available neurochemical and electrophysiological recording devices, and discuss their viability to be implemented into the development of a closed-loop DBS system.
Clinical applications of neurochemical and electrophysiological measurements for closed-loop neurostimulation
Price, J. Blair , Rusheen, Aaron E. , Barath, Abhijeet S. , Cabrera, Juan M. Rojas , Shin, Hojin , Chang, Su-Youne , Kimble, Christopher J., Bennet, Kevin E. , Lee, Kendall H. , Rojas Cabrera, Juan M , Blaha, Charles D. , Oh, Yoonbae

Neurosurgical Focus | July 1, 2020 | Volume: 49 | Issue: 1 | Pages: E6

10.3171/2020.4.focus20167 Get It

The development of closed-loop deep brain stimulation (DBS) systems represents a significant opportunity for innovation in the clinical application of neurostimulation therapies. Despite the highly dynamic nature of neurological diseases, open-loop DBS applications are incapable of modifying parameters in real time to react to fluctuations in disease states. Thus, current practice for the designation of stimulation parameters, such as duration, amplitude, and pulse frequency, is an algorithmic process. Ideal stimulation parameters are highly individualized and must reflect both the specific disease presentation and the unique pathophysiology presented by the individual. Stimulation parameters currently require a lengthy trial-and-error process to achieve the maximal therapeutic effect and can only be modified during clinical visits. The major impediment to the development of automated, adaptive closed-loop systems involves the selection of highly specific disease-related biomarkers to provide feedback for the stimulation platform. This review explores the disease relevance of neurochemical and electrophysiological biomarkers for the development of closed-loop neurostimulation technologies. Electrophysiological biomarkers, such as local field potentials, have been used to monitor disease states. Real-time measurement of neurochemical substances may be similarly useful for disease characterization. Thus, the introduction of measurable neurochemical analytes has significantly expanded biomarker options for feedback-sensitive neuromodulation systems. The potential use of biomarker monitoring to advance neurostimulation approaches for treatment of Parkinson’s disease, essential tremor, epilepsy, Tourette syndrome, obsessive-compulsive disorder, chronic pain, and depression is examined. Further, challenges and advances in the development of closed-loop neurostimulation technology are reviewed, as well as opportunities for next-generation closed-loop platforms.