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Steiner K, Arnz M, Volk GF, Guntinas-Lichius O. Electro-Stimulation System with Artificial-Intelligence-Based Auricular-Triggered Algorithm to Support Facial Movements in Peripheral Facial Palsy: A Simulation Pilot Study. Diagnostics (Basel) 2024; 14:2158. [PMID: 39410562 PMCID: PMC11475571 DOI: 10.3390/diagnostics14192158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Revised: 09/25/2024] [Accepted: 09/27/2024] [Indexed: 10/20/2024] Open
Abstract
BACKGROUND Facial palsy causes severe functional disorders and impairs quality of life. Disturbing challenges for patients with acute facial palsy, but also with those with chronic facial palsy with synkinesis, are the loss of the ability to smile and insufficient eyelid closure. A potential treatment for these conditions could be a closed-loop electro-stimulation system that stimulates the facial muscles on the paretic side as needed to elicit eye closure, eye blink and smile in a manner similar to the healthy side. METHODS This study focuses on the development and evaluation of such a system. An artificial intelligence (AI)-based auricular-triggered algorithm is used to classify the intended facial movements. This classification is based on surface electromyography (EMG) recordings of the extrinsic auricular muscles, specifically the anterior, superior, and posterior auricular muscle on the paretic side. The system then delivers targeted surface electrical stimulation to contract the appropriate facial muscles. RESULTS The evaluation of the system was conducted with 17 patients with facial synkinesis, who performed various facial movements according to a paradigm video. The system's performance was evaluated through a simulation, using previously captured data as the inputs. The performance was evaluated by means of the median macro F1-score, which was calculated based on the stimulation signal (output of the system) and the actual movements the patients performed. CONCLUSIONS This study showed that such a system, using an AI-based auricular-triggered algorithm, can support with a median macro F1-score of 0.602 for the facial movements on the synkinetic side in patients with unilateral chronic facial palsy with synkinesis.
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Affiliation(s)
- Katharina Steiner
- Department of Medical Engineering, University of Applied Sciences Upper Austria, 4020 Linz, Austria;
- MED-EL Elektromedizinische Geräte GmbH, 6020 Innsbruck, Austria
| | - Marius Arnz
- Department of Otorhinolaryngology, Jena University Hospital, 07747 Jena, Germany; (M.A.); (G.F.V.)
- Facial-Nerve-Center, Jena University Hospital, 07747 Jena, Germany
| | - Gerd Fabian Volk
- Department of Otorhinolaryngology, Jena University Hospital, 07747 Jena, Germany; (M.A.); (G.F.V.)
- Facial-Nerve-Center, Jena University Hospital, 07747 Jena, Germany
- Center for Rare Diseases Jena University Hospital, 07747 Jena, Germany
| | - Orlando Guntinas-Lichius
- Department of Otorhinolaryngology, Jena University Hospital, 07747 Jena, Germany; (M.A.); (G.F.V.)
- Facial-Nerve-Center, Jena University Hospital, 07747 Jena, Germany
- Center for Rare Diseases Jena University Hospital, 07747 Jena, Germany
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Rostami S, Min S, McCann A, Sayers C, Samy R, Collar R, Hsieh TY. The Effectiveness of Facial Neuromuscular Retraining on Patients with Facial Nerve Dysfunction: A Mental Health and Quality of Life Analysis. Facial Plast Surg Aesthet Med 2024; 26:551-557. [PMID: 38635958 DOI: 10.1089/fpsam.2023.0119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/20/2024] Open
Abstract
Background: Facial muscle dysfunction can have drastic psychosocial effects. Objectives: To evaluate the impacts of customized neuromuscular retraining on mental health, quality of life (QoL), facial muscle function, and synkinesis. Methods: Thirty patients with facial nerve dysfunction completed a course of neuromuscular retraining. Patients' mental health, QoL, facial muscle function, and synkinesis were evaluated using Patient Health Questionnaire (PHQ-9), Facial Clinimetric Evaluation (FaCE) scale, electronic, clinician-graded facial function scale (eFACE), and Synkinesis Assessment Questionnaire (SAQ) at the initial and final visits. Scores were compared before and after treatment. Results: Patients (n = 30) included had a mean age of 59.4 ± 13.4 years (range 32.3-82.8) and were mostly female (22/30, 73.3%). The most common etiology was Iatrogenic facial nerve paralysis (11/20, 36.7%). Most patients had postfacial paralysis synkinesis (15/30, 50%), while 10 had complete flaccid paralysis. The median house-Brackmann score was 2 (range 1-6). The mean duration of facial palsy was 39.5 ± 106.9 (range 1-576 months). The duration of follow-up after the initial treatment session was 5.5 months, including 10 sessions. After neuromuscular retraining median PHQ-9 scores improved from 5 (range 0-25) to 3 (range 0-20) (p = 0.002). Mean FaCE PROM scores increased from 47.7 ± 11.5 to 56.5 ± 8.8 (p = 0.001). The mean eFACE score increased from 55.8 ± 15.1 to 71.7 ± 13.6 (p < 0.001). Median SAQ score was lower at the final visit (34.6 ± 13.4) compared to the initial visit (47.7 ± 17.8; p < 0.001). Conclusion: Customized neuromuscular retraining may improve patient-reported mental health, QoL, and facial muscle function and reduce synkinesis in facial nerve dysfunction.
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Affiliation(s)
- Sara Rostami
- Department of Otolaryngology-Head and Neck Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Susie Min
- Department of Otolaryngology-Head and Neck Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Adam McCann
- Department of Otolaryngology-Head and Neck Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Colton Sayers
- Outpatient Rehabilitative Services Department, UCHealth, Cincinnati, Ohio, USA
| | - Ravi Samy
- Division of Otolaryngology/Head and Neck Surgery, Institute for Surgical Excellence, Lehigh Valley Health Network, Allentown, Pennsylvania, USA
| | - Ryan Collar
- Division of Facial Plastic and Reconstructive Surgery, Department of Otolaryngology-Head and Neck Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Tsung-Yen Hsieh
- Division of Facial Plastic and Reconstructive Surgery, Department of Otolaryngology-Head and Neck Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
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Nowak-Gospodarowicz I, Gospodarowicz M, Rękas M. Factors influencing medical expenditures in patients with unresolved facial palsy and pharmacoeconomic analysis of upper eyelid lid loading with gold and platinum weights compared to tarsorrhaphy. HEALTH ECONOMICS REVIEW 2024; 14:30. [PMID: 38676777 PMCID: PMC11055228 DOI: 10.1186/s13561-024-00506-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 04/08/2024] [Indexed: 04/29/2024]
Abstract
There are no standards in diagnostic and therapeutic approaches to eye care in incomplete eyelid closure due to unresolved facial palsy (FP). Loading of the upper eyelid (UELL) with gold weights (GWs) or platinum chains (PCs) is a highly effective procedure for the correction of lagophthalmos. Despite this, the procedure is used infrequently in our country because of the relatively high price of the implant and the lack of reimbursement. The aim of this research was to assess the factors influencing medical expenditures in this group of patients and to analyze utility costs for the UELL procedure with the use of GW and PC compared to tarsorrhaphy.Material and methods The costs of 88 surgical procedures (40 GWs, 11 PCs and 37 tarsorrhaphies) and medical expenditures before and after surgery were calculated based on reporting of materials, staff salaries and the SF-36 questionnaire. Distribution quartiles of the cost per QALY measure (dependent variable) was assessed via an ordered logistic regression model with eight explanatory variables.Results The calculated total cost of the surgery was US$209 for tarsorrhaphy, US$758 for UELL with a GW and US$1,676 for UELL with a PC. Bootstrapped costs per QALY values (CUI) in 88% of cases were below the US$100,000 cutoff. Etiology and duration of facial palsy and presence of Bell's phenomenon were factors that significantly influenced the CUI. Patient gender and age, history of previous eyelid surgery, and presence of corneal sensation were found to be not significant (p > 0.1). Calculated ICER for GW was US$1,241.74/1QALY and ICER for PC was US$13,181.05/1QALY compared to tarsorrhaphy.Conclusions Eye protection in patients with FP should be a crucial element of health policy. Findings suggest UELL procedure with a GW or a PC to be a cost-effective procedure with GW being the most cost-effective.
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Affiliation(s)
- Izabela Nowak-Gospodarowicz
- Department of Ophthalmology, Military Institute of Medicine - National Research Institute, 128 Szaserow St, 04-141, Warsaw, Poland.
| | - Marcin Gospodarowicz
- Institute of Banking, Warsaw School of Economics, Niepodległości 162, 02-554, Warsaw, Poland
| | - Marek Rękas
- Department of Ophthalmology, Military Institute of Medicine - National Research Institute, 128 Szaserow St, 04-141, Warsaw, Poland
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Lowndes Correa Francalacci R, Lessa S, da Costa Aboudib JH. Auricular Cartilage Graft for Lengthening Levator Muscle Aponeurosis With Ectropion Correction for Paralytic Lagophthalmos. Aesthet Surg J 2023; 43:13-23. [PMID: 35788264 DOI: 10.1093/asj/sjac181] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND Paralytic lagophthalmos can have devastating consequences for vision if left untreated. Several surgical techniques have been described, including the utilization of alloplastic and autologous materials. OBJECTIVES The authors sought to evaluate the effectiveness of the surgical treatment of paralytic lagophthalmos with combined techniques employing autologous material and involving the upper and lower eyelids. METHODS Patients with paralytic lagophthalmos underwent stretching of the levator aponeurosis with interposition of conchal cartilage in the upper eyelid associated with sectioning of the orbitomalar ligament and lateral canthoplasty in the lower eyelid. The effectiveness of the technique was evaluated employing subjective (symptomatology) and objective parameters (ophthalmologic evaluation and measurements of lagophthalmos and marginal reflex distances 1 and 2). RESULTS Eight patients with paralytic lagophthalmos were subjected to the proposed technique. In the postoperative period, 85.7% reported complete improvement of symptoms and 62.5% presented a normal eye examination. The mean lagophthalmos measurement was reduced by 5.93 mm, the mean marginal reflex distance 2 was reduced by 2.61 mm, and the mean marginal reflex distance 1 was reduced by 0.69 mm. CONCLUSIONS The technique presented herein, employing autologous material associated with sectioning of the orbitomalar ligament and lateral canthoplasty, was effective in the treatment of paralytic lagophthalmos and did not present significant complications, such as extrusion. LEVEL OF EVIDENCE: 4
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Affiliation(s)
| | - Sérgio Lessa
- Postgraduate Program in Oculoplastic Surgery, State University of Rio de Janeiro, State University of Rio de Janeiro (UERJ), Rio de Janeiro-RJ, Brazil
| | - José Horácio da Costa Aboudib
- Postgraduate Program in Physiopathology and Surgical Sciences, State University of Rio de Janeiro (UERJ), Rio de Janeiro-RJ, Brazil
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Nowak-Gospodarowicz I, Koktysz R, Rękas M. The impact of implantation site on procedure success in patients with unresolved facial palsy treated with upper-eyelid gold weight loading. Sci Rep 2022; 12:11869. [PMID: 35831410 PMCID: PMC9279295 DOI: 10.1038/s41598-022-16169-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Accepted: 07/05/2022] [Indexed: 11/09/2022] Open
Abstract
Loading of the upper eyelid is a well-established procedure for the correction of incomplete eyelid closure due to unresolved facial palsy. Some incurable complications are attributed to type IV hypersensivity reaction, but there is no confirmation of this hypothesis. The aim of the study was to show the impact of gold weights on eyelid tissues depending on the implantation site. Out of 94 total patients (aged 53 ± 17 years) treated from July 2009-2021, since 2014 thirty consecutive patients were randomised into one of 3 groups: the GLE group (gold weight fixed 2 mm above the eyelash line), the GUE group (gold weight fixed at the border of the tarsus and the levator aponeurosis), and the PUE group (platinum chain fixed in the same way as in the GUE group). In the cases of complications, the explanted weights were evaluated histopathologically. The outcomes were compared between groups. Incomplete eyelid closure was corrected in all patients. Serious complications were noted in 100% of patients in the GLE group and 20% in the GUE group (p < 0.0001). A slight lymphocytic reaction was observed in the GUE group. A moderate to significant lymphocytic reaction was observed in the GLE group (p < 0.001). Adverse reactions of the upper eyelid microenvironment resulting from gold weights seem to be dependent on mechanical damage to the eyelid structures, rather than on implants themselves. The site of placement of the weight in the upper eyelid may be critical for procedure success.
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Affiliation(s)
| | - Robert Koktysz
- Department of Pathology, Military Institute of Medicine, 128 Szaserow St., 04-141, Warsaw, Poland
| | - Marek Rękas
- Department of Ophthalmology, Military Institute of Medicine, 128 Szaserow St., 04-141, Warsaw, Poland
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Nowak-Gospodarowicz I, Rękas M. Predicting Factors Influencing Visual Function of the Eye in Patients with Unresolved Facial Nerve Palsy after Upper Eyelid Gold Weight Loading. J Clin Med 2021; 10:jcm10040578. [PMID: 33557102 PMCID: PMC7913792 DOI: 10.3390/jcm10040578] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Revised: 01/24/2021] [Accepted: 01/30/2021] [Indexed: 12/02/2022] Open
Abstract
Implantation of gold weights into the upper eyelid is a proven method of treating lagophthalmos and exposure keratopathy in patients with unresolved facial nerve palsy. The aim of this study was to evaluate the factors affecting visual acuity and corneal complications in patients after upper eyelid gold weight lid loading. Material and methods: This prospective consecutive clinical study was conducted in years 2012–2018. In total, 59 people (40 women, 19 men aged 55.5 ± 17.4 years) meeting the inclusion criteria were treated with gold weights. The ordered multinomial logit model was used to analyze the factors affecting best-corrected visual acuity (BCVA) and degree of exposure keratopathy after surgery. The influence of the following variables was analyzed: patient age, etiology and duration of the facial nerve palsy, history of the previous eyelid surgery, degree of lagophthalmos in mm, presence of Bell’s phenomenon, and corneal sensation, Schirmer test results. Results: Implantation of gold weights into the upper eyelid effectively reduced lagophthalmos and exposure keratopathy in the study group (p < 0.001). BCVA was maintained or better in 95% of patients after surgery. Patient age, presence of the Bell’s phenomenon, and corneal sensation significantly affected the final BCVA (p < 0.1). The presence of Bell’s phenomenon and corneal sensation had a positive effect on the degree of keratopathy after surgery (p < 0.1). In turn, patient age and history of tarsorrhaphy were significant negative prognostic factors of exposure keratopathy and BCVA after surgery (p < 0.05). Etiology and duration of facial nerve palsy, degree of corneal exposure in mm, and results of the Schirmer test did not have a significant impact on the outcome after surgery (p > 0.1). Conclusions: The results of our study may help to answer the question of how to direct ophthalmologists and other specialists who refer to ophthalmologists for management advice in patients with facial nerve palsy. Elderly patients with a history of tarsorrhaphy who present with poor Bell’s phenomenon and/or a lack of corneal sensation should be the first candidates for immediate correction of lagophthalmos.
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