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Automated tracking of facial features in patients with facial neuromuscular dysfunction.

Facial neuromuscular dysfunction severely impacts adaptive and expressive behavior and emotional health. Appropriate treatment is aided by quantitative and efficient assessment of facial motion impairment. We validated a newly developed method of quantifying facial motion, automated face analysis (AFA), by comparing it with an established manual marking method, the Maximal Static Response Assay (MSRA). In the AFA, motion of facial features is tracked automatically by computer vision without the need for placement of physical markers or restrictions of rigid head motion. Nine patients (seven women and two men) with a mean age of 39.3 years and various facial nerve disorders (five with Bell's palsy, three with trauma, and one with tumor resection) participated. The patients were videotaped while performing voluntary facial action tasks (brow raise, eye closure, and smile). For comparison with MSRA, physical markers were placed on facial landmarks. Image sequences were digitized into 640 x 480 x 24-bit pixel arrays at 30 frames per second (1 pixel congruent with0.3 mm). As defined for the MSRA, the coordinates of the center of each marker were manually recorded in the initial and final digitized frames, which correspond to repose and maximal response. For the AFA, these points were tracked automatically in the image sequence. Pearson correlation coefficients were used to evaluate consistency of measurement between manual (the MSRA) and automated (the AFA) tracking methods, and paired t tests were used to assess the mean difference between methods for feature tracking. Feature measures were highly consistent between methods, Pearson's r = 0.96 or higher, p < 0.001 for each of the action tasks. The mean differences between the methods were small; the mean error between methods was comparable to the error within the manual method (less than 1 pixel). The AFA demonstrated strong concurrent validity with the MSRA for pixel-wise displacement. Tracking was fully automated and provided motion vectors, which may be useful in guiding surgical and rehabilitative approaches to restoring facial function in patients with facial neuromuscular disorders.

Adult↗

Facial reanimation in Möbius syndrome.

The psychosocial deformity associated with total lack of facial animation (as seen in Möbius syndrome) is an extremely crippling situation. This inability to show happiness, sadness, or anger by facial expression frequently results in severe introversion and a reclusive personality. Restoration of even a minimal degree of controlled facial movement is beneficial. Recent experience in the treatment of two patients with this syndrome using both dynamic and static procedures has been most rewarding. Operating simultaneously on both sides of the face poses some problems that are different from those in teh patient with unilateral paralysis. The operative details are described, with preoperative and postoperative evaluation.

Adolescent↗

Prognostic value of electromyography in acute peripheral facial nerve palsy.

OBJECTIVE: To analyze the value of electromyography in predicting recovery from acute idiopathic facial nerve paralysis. STUDY DESIGN: Retrospective case-series review. SETTING: University-based hospital department of otorhinolaryngology/head neck surgery. PATIENTS: Three hundred fifty-five patients with sudden facial paralysis of unknown cause (Bell's palsy). INTERVENTION: Treatment consisted uniformly of high-dose prednisolone, dextran, and pentoxifylline. Prognostication was based on electromyography performed not earlier than 10 to 14 days after the onset of palsy. The findings were classified according to Seddon into neurapraxia and axonotmesis/ neurotmesis. There is an inherent statement on prognosis in this classification because neurapraxia is presumed to recover completely within 8 to 12 weeks, whereas axonotmesis is most likely to be followed by sequelae. MAIN OUTCOME MEASURES: Facial nerve function after 6 months. RESULTS: Complete recovery was predicted correctly in 92.4% of cases. For the relatively rare and therefore principally more difficult predictable event defective recovery prognosis was still accurate in 80.8%. CONCLUSION: The detection of spontaneous fibrillation in needle electromyography is a reliable sign predicting unfavorable outcome. An accuracy of 80.8% for predicting unfavorable outcome may be sufficient to advise patients what to expect in the course of their facial nerve disorder. However, it seems dubious to build a decision about surgical intervention on such a test, because in the process, unnecessary surgery would be accepted for as much as one fifth of the patient population.

Acute Disease↗

Video-based system for intraoperative facial nerve monitoring: comparison with electromyography.

OBJECTIVE: To validate a recently developed intraoperative facial nerve monitoring system that is based on video control of facial movements. STUDY DESIGN: In a single-subject design study, involving 15 otoneurosurgical patients, the relationship between intensity of neural stimulation, facial movements, and electrophysiologic voltage were measured. The analysis was performed by measuring the ipsilateral oral commissure displacement in relation to different levels of current administered to the nerve during surgical procedures. SETTING: Electromyography and video system intraoperative facial nerve monitoring. PATIENTS: 15 patients (9 men, 6 women; mean age, 61 yr) undergoing a translabyrinthine approach for removal of acoustic neuroma. RESULTS: Electromyography showed slightly greater sensitivity. With regard to the stimulation-response ratio, facial movement and electromyographic amplitude showed very similar responses. CONCLUSIONS: The video system was considered useful in terms of validity and reliability. Furthermore, the authors' surgical experience showed some limitations of electromyography, especially in terms of electrical artifact during cauterization, totally masking the electrophysiologic monitoring.

Electric Stimulation↗

Three-dimensional quantification of the symmetry of normal facial movement.

OBJECTIVE: This study examined the right to left symmetry of the displacement of three-dimensional movement of the human face. METHODS: Displacement data on 42 subjects was collected and analyzed with the Expert Vision Motion Analysis System. Right and left three-dimensional facial displacements were quantified. RESULTS: Significantly greater left than right three-dimensional displacement across the whole face was measured. The three-dimensional displacement difference ranged from 0.48 mm to 2.28 mm between the right and left sides of the face. The 2-cm inferior pupil markers during the nose wrinkle expression had significantly greater left than right displacement. CONCLUSION: The ranges of displacement differences, along with the mean three-dimensional displacement measures, must be accounted for in the creation of a baseline of the range of normal facial movement.

Adult↗

Significance of House-Brackmann facial nerve grading global score in the setting of differential facial nerve function.

OBJECTIVE: To determine the clinical significance of the House-Brackmann facial nerve grading scale (HBFNGS) in the setting of differential function along the branches of the facial nerve. STUDY DESIGN: Prospective study of 38 patients with facial palsy who demonstrated differential facial function. SETTING: Tertiary referral center. PATIENTS: Patients with facial nerve dysfunction from any cause. Patients with complete facial nerve paralysis (House-Brackmann Grade 6) were excluded. INTERVENTION: Physicians were provided with printed description of the HBFNGS and asked to report facial nerve function as a traditional global score and as a regional score based on the House-Brackmann scale for the forehead, eye, nose, and mouth. This was reported as F(w) E(x) N(y) M(z), where w, x, y, and z ranged from 1 to 6 based on the HBFNGS. Synkinesis was graded as none, mild, or severe. MAIN OUTCOME MEASURES: The traditional HBFNGS score was compared with a regional grading facial nerve grading system based on the HBFNGS for the forehead, eye, nose, and mouth. Agreement between the traditional global score and the regional scores was analyzed. RESULTS: In patients with variable facial weakness, the single House-Brackmann score did not fully communicate their facial function. Further, the single grade did not always correlate with the best or worst function along the four facial regions. The single House-Brackmann score most strongly correlated with the regional scoring of the eye (61%), followed by the nose/midface (40%), mouth (32%), and forehead (18%). The global score did not correlate with the worst regional score in 30 patients (79%). In 3 of 5 patients with synkinesis and an obligatory Grade 3 or higher in the global House-Brackmann grading system, the regional facial function was Grade 2 or better at one or more areas of the face. CONCLUSIONS: In patients with differential facial function, a single global number is inadequate to describe facial function and primarily reflects the function of the eye. Regional assessment using the HBFNGS and reported as F(w) E(x) N(y) M(z) more fully communicates facial function.

Adolescent↗

A comparison of surgical techniques used in dynamic reanimation of the paralyzed face.

OBJECTIVES: To compare the outcomes of three surgical techniques used in the rehabilitation of the paralyzed face. STUDY DESIGN: Retrospective study. SETTING: University-based tertiary referral center. PATIENTS: Between 1976 and 2000, rehabilitative facial nerve surgery was performed on 70 adult patients with varying underlying diseases. INTERVENTION: Three methods of facial nerve rehabilitative surgery were performed: end-to-end anastomosis, cable nerve graft interposition, and classic faciohypoglossal transposition. MAIN OUTCOME MEASURES: The House-Brackmann grade was scored at 6, 12, 24, and 36 months by the two senior authors. A favorable outcome was defined as House-Brackmann Grade </= III. Other parameters recorded were repair technique, age, nerve rerouting, whether the repair was immediate or delayed, and the anatomic position of the nerve defect in relation to the geniculate ganglion. RESULTS: Data were available on 66 patients (94%), of whom 13 had an end-to-end anastomosis, 25 a cable nerve graft interposition, and 28 a classic faciohypoglossal transposition. At 24 months, a House-Brackmann Grade </= III was achieved in 84.6% of those who underwent end-to-end anastomosis, 56.0% of those who underwent cable nerve graft interposition, and 25.0% of those who underwent classical faciohypoglossal transposition. End-to-end anastomosis and cable nerve graft interposition were superior to classic faciohypoglossal transposition (log-rank test, p = 0.0013). Twenty-five percent of all cases demonstrated improvement in House-Brackmann grade after 24 months. Increasing age at the time of repair was associated with a poorer outcome (p = 0.03 on logistic regression). CONCLUSION: End-to-end anastomosis confers the best facial function, followed by cable nerve graft interposition and then classic faciohypoglossal transposition. Contrary to some previous opinions, improvement in facial function can still occur 2 years after surgical repair, particularly with classic faciohypoglossal transposition.

Adolescent↗

Grading facial nerve function: why a new grading system, the MoReSS, should be proposed.

OBJECTIVE: To compare the interobserver variability of a new grading system to the currently recommended House-Brackmann Grading Scale. STUDY DESIGN: Prospective case-control study. SETTING: Tertiary referral center. PATIENTS: All patients with a facial nerve paresis/paralysis (whatever the cause). INTERVENTION: All patients were evaluated for their facial nerve function by three observers, independently, using both the new system and the House-Brackmann Grading Scale. MAIN OUTCOME MEASURE: The level of agreement between the three observers using both scales. RESULTS: With the movement, rest, secondary defects, and subjective scoring grading scale, a higher percentage of agreement between the observers was noticed than with the House-Brackmann Grading Scale. CONCLUSION: The movement, rest, secondary defects, and subjective scoring grading system is more useful for grading facial nerve dysfunction in clinical practice than the House-Brackmann Grading Scale.

Case-Control Studies↗

Fluorescent retrograde axonal tracing of the facial nerve.

OBJECTIVE: The objective of this study was to investigate retrograde fluorescent axonal labeling of motor nerves as an aid to surgical dissection in otolaryngology-head and neck surgery. METHODS: Cholera toxin B subunit conjugated to a fluorescent dye was injected into the facial musculature of New Zealand white rabbits. At variable time points after injection, the facial nerves were harvested and analyzed for fluorescence in the peripheral axon. RESULTS: All injected animals demonstrated axonal fluorescence. No animal demonstrated facial weakness. Fluorescence was detected a maximum of 20 mm from the distal end of the nerve. Time periods greater than 48 hours did not substantially increase transport distance. CONCLUSIONS: Cholera toxin B subunit fluorescent conjugates, when administered intramuscularly, reliably label the distal portion of the facial nerve. In vivo labeling of a motor nerve may have significant potential for identifying a nerve in surgery. This work represents a preliminary investigation into the adaptation of in vivo fluorescence techniques as an aid to surgical dissection. Further research to refine this technique should be supported.

Animals↗

The safe face lift with bony anatomic landmarks to elevate the SMAS.

The risk for facial nerve injury has been reported to be increased with the inclusion of superficial musculoaponeurotic system (SMAS) elevation as compared with a skin-only face lift. The facial nerve courses through the parotid gland. The SMAS is elevated superficial to the parotid gland. However, in elevating the SMAS anterior to the parotid gland, the facial nerve is at risk of injury where its branches emerge from the anterior edge of the parotid gland. The purpose of this study was to identify bony anatomic landmarks to predict the location of the anterior edge of the parotid gland to avoid injury to the facial nerve branches as they exit the parotid gland. The authors dissected 20 cadaver face halves to determine bony landmarks-the masseteric tuberosity and the inferior lateral orbital rim-to predict the location of the anterior parotid edge. Then they measured the anterior edge of the parotid gland in relation to the vector formed between these two bony landmarks. They identified and measured the most anterior portion of the parotid gland in relation to this vector. Then the most posterior aspect of the parotid gland in relation to this vector was measured. In the 20 dissections, the authors found the most anterior portion of the parotid gland to be 2.7 +/- 1.0 mm anterior to the vector from the inferior lateral orbital rim to the masseteric tuberosity. The most posterior part of the anterior edge of the parotid gland in relation to this vector was found to be 1.0 +/- 1.5 mm posterior to this vector. The parotid gland measured an average of 38.8 +/- 3.5 mm in width from the tragus to the anterior parotid edge. In elevating the SMAS with a face lift, the facial nerve branches can be predicted to exit the anterior edge of the parotid gland, which can be located 38.8 mm anterior to the tragus and near the vector from the inferior lateral orbital wall to the masseteric tuberosity.

Cephalometry↗

Botulinum toxin for aberrant facial nerve regeneration: double-blind, placebo-controlled trial using subjective endpoints.

BACKGROUND: Aberrant facial nerve regeneration syndrome is systematically studied by constructing a subjective questionnaire organized into pertinent domains (impairment of quality of life, social interactions, perception of self-appearance, visual function, and perception of problem severity) and by physical assessment of degree of involuntary palpebral fissure closure during routine facial movements using videotaping and a physicians' grading scale. METHODS: The videotape measurements of corneal light reflex to upper lid margin distance and vertical palpebral distance were made during adynamic and active facial expression. Thirty-six patients were studied (six in an open-label pilot study design and 30 in a multicenter, double-blind, placebo-controlled trial). Botulinum toxin type A injections consistently suppressed the degree of involuntary eyelid movement associated with smiling, chewing, and puckering by each measurement and in both study designs. RESULTS: In all subjective morbidity domains, improvement was demonstrated in the double-blind study design (quality of life, p < 0.05; social interaction, p < 0.001; personal appearance, p < 0.001; peripheral visual impairment, p < 0.01; and perception of severity, p < 0.05). Correlation between degrees of physical impairment was significant but low comparing degree of subjective impairment to direct videotaped measurements. Correlation was more significant comparing subjective scores to the physicians' grading scale assessment of degree of physical impairment. CONCLUSIONS: Impairment in quality of life, social interactions, and self-assessment of appearance closely reflected the nature of the morbidity associated with palpebral fissure asymmetry associated with aberrant facial nerve regeneration. The physicians' grading scale best reflected subjective morbidity over direct videotaped measurements.

Adult↗