Investigative Ophthalmology & Visual Science Cover Image for Volume 66, Issue 2
February 2025
Volume 66, Issue 2
Open Access
Cornea  |   February 2025
Disruption in Autonomic Nervous Activity Is Associated With Central and Peripheral-Level in Dry Eye With Unstable Tear Film
Author Affiliations & Notes
  • Minako Kaido
    Wada Eye Clinic, Chiba, Japan
    Tsubota Laboratory, Inc., Tokyo, Japan
  • Reiko Arita
    Tsubota Laboratory, Inc., Tokyo, Japan
    Itoh Clinic, Saitama, Japan
  • Yasue Mitsukura
    Faculty of Science and Technology, Keio University, Kanagawa, Japan
  • Brian Sumali
    Faculty of Science and Technology, Keio University, Kanagawa, Japan
  • Kazuo Tsubota
    Tsubota Laboratory, Inc., Tokyo, Japan
  • Correspondence: Minako Kaido, Wada Eye Clinic, Houjyo 2578-27, Tateyama-shi, Chiba 294-0045, Japan; [email protected]
Investigative Ophthalmology & Visual Science February 2025, Vol.66, 69. doi:https://doi.org/10.1167/iovs.66.2.69
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      Minako Kaido, Reiko Arita, Yasue Mitsukura, Brian Sumali, Kazuo Tsubota; Disruption in Autonomic Nervous Activity Is Associated With Central and Peripheral-Level in Dry Eye With Unstable Tear Film. Invest. Ophthalmol. Vis. Sci. 2025;66(2):69. https://doi.org/10.1167/iovs.66.2.69.

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      © ARVO (1962-2015); The Authors (2016-present)

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Abstract

Purpose: To measure autonomic nerve activity (ANA) in several eye conditions and verify whether ANA modulation is regulated by peripheral or central control in short tear film break-up time dry eye (sBUTDE).

Methods: This study included 23 eyes of 23 patients with sBUTDE (mean age 55.2 ± 16.1 years; range 21–88 years) and 24 eyes of 24 age-matched non-dry eye (DE) controls. An ANA measurement, personality questionnaire, and Ocular Surface Disease Index were administered. ANA was continuously measured for 10 minutes under three conditions: eyes closed, eyes open, and eyes open under ocular surface anesthesia.

Results: The low-frequency (LF)/high-frequency (HF) ratio (LF/HF) with eyes closed was significantly higher in the sBUTDE group than in the control group (P < 0.05). In the sBUTDE group, HF increased and LF/HF decreased with eye opening compared with those in the control group; HF with eyes open decreased with ocular surface anesthesia and reached the same level as that in the control group. Among patients where HF decreased or LF/HF increased with eye opening, 57.1% or 64.3% showed a tendency to return to the ANA state with eyes closed by ocular surface anesthesia, respectively. Factors associated with DE symptoms included break-up time, HF with eyes open, and “openness” (P < 0.05).

Conclusions: ANA modulation can be caused by peripheral, central, or mixed abnormalities in sBUTDE. Furthermore, personality traits may play a role in symptom induction. Understanding the pathogenesis of sBUTDE may aid in the treatment of cases that are refractory to conventional treatments.

Dry eye (DE) is defined by TFOS DEWS II as follows: “Dry eye is a multifactorial disease of the ocular surface characterized by a loss of homeostasis of the tear film, and accompanied by ocular symptoms, in which tear film instability and hyperosmolarity, ocular surface inflammation and damage, and neurosensory abnormalities play etiological roles.”1 This definition suggests the involvement of neurological abnormality in DE pathogenesis.1,2 Neuropathies include peripheral and central abnormalities. Galor et al.3 demonstrated a method to differentiate between peripheral or central sensitization using topical anesthesia to observe whether symptoms disappear. 
Regarding peripheral neuropathy, three different receptors present on the corneal surface have been discussed: mechanoreceptors that respond to mechanical stimuli; polymodal nociceptors that respond to mechanical, chemical, and thermal stimuli; and cold receptors that respond to cold stimuli.4 Concerning corneal sensitivity to mechanical stimulation in DE disease, studies have reported hypersensitivity58 and hypoesthesia9,10; however, no conclusion has been reached. Transient receptor potential V1, present in polymodal nociceptors, is involved in “pain perception” and has been suggested to contribute to discomfort and pain in DE disease.11 Regarding sensitivity to cold stimuli, in DE disease, TRPM8 is activated even by small temperature changes that do not normally cause dryness or pain, leading to dryness and pain.12 
Functional magnetic resonance imaging suggests central abnormalities in DE.1317 Most studies have reported low activity in brain areas such as the frontal gyrus and cerebellothalamocortical network.1417 
We have studied the pathogenesis of short break-up time of tear film DE (sBUTDE), which exhibits a discrepancy between finding signs and symptoms, focusing on neurological abnormality. Our previous report suggested that in sBUTDE, emotional sensations, rather than somatosensory abnormalities, may be involved in the neural pathways of perception.18 Furthermore, we discovered that fluctuations in the autonomic nervous balance are significantly related to the intensity of DE symptoms in sBUTDE, suggesting that modulation of autonomic nervous activity (ANA) may be involved in symptom manifestation.1920 In this study, we verified whether this modulation of ANA is due to peripheral or central control. 
Methods
The study protocol was reviewed and approved by the Ethics Committee of the Institutional Review Board of Ito Clinic, Saitama, Japan. All procedures were performed in accordance with the ethical standards of the responsible committee on human experimentation (institutional and national) and the Helsinki Declaration of 1964, as revised in 2013. Informed consent was obtained from all participants. This study was registered with the University Hospital Medical Information Network (Registry ID: UMIN 000053808). 
Participants
This prospective, cross-sectional, comparative clinical study included 23 eyes of 23 patients with sBUTDE (mean age 55.2 ± 16.1 years; range 21–88 years), refractory to conventional treatments, such as eye drops, anti-inflammatory therapy, lacrimal punctal occlusion and/or intense pulsed light therapy, and 24 eyes of 24 non-DE controls (mean age 54.4 ± 15.8 years; range 29–80 years) (Supplementary Table S1). The sample size was determined based on a previous study.25 SBUTDE was diagnosed based on the presence of DE symptoms, break-up time (BUT) ≤5 seconds, and negative keratoconjunctival damage (keratoconjunctival vital staining <3 out of 9 points). Non-DE was determined based on the absence of DE symptoms and keratoconjunctival vital staining <3 points. The Schirmer test value was not considered when distinguishing between sBUTDE and non-DE. The exclusion criteria were as follows: ocular surgery and trauma within the last 12 months, permanent structural damage because of ocular trauma, receiving pressure-lowering agents for glaucoma treatment, current contact lens use, and systemic diseases, including metabolic, cardiovascular, and pulmonary diseases that may affect heart rate, other than hypertension. In addition, smokers and those taking medications for colds and allergies to pollen were also excluded. The eye with the more prominent symptoms in each patient was selected for evaluation. The right eye was selected if the symptoms were equal in both eyes. 
DE Questionnaire
We administered the Japanese version of the Ocular Surface Disease Index (J-OSDI).21 A J-OSDI score of 13 or higher was defined as a positive presence of symptoms. 
Personality Questionnaire
We administered the Japanese version of the 10-Item Personality Inventory personality questionnaire. This short questionnaire measures five key personality dimensions: extraversion, agreeableness, conscientiousness, neuroticism, and openness.22,23 The manual was used as a reference to calculate the scores for these dimensions.24 
Slit-Lamp Examinations
The patients underwent slit-lamp examinations for lid margin abnormalities, including vascular engorgement, plugging of the meibomian gland orifices, and properties of the meibum. Vascular engorgement and plugging of the meibomian gland orifices were assessed at the upper and lower eyelid, and properties of the meibum were assessed at the upper alone. On the basis of the Bron scale, the clinical severity grading scores were determined as 0–3 points for vascular engorgement and properties of the meibum and as 0–2 points for the plugging of the meibomian gland orifices.25 
We performed DE examinations, including BUT measurement, keratoconjunctival vital staining, and the Schirmer test. BUT was measured after instilling 2 µL of preservative-free 1% sodium fluorescein into the conjunctival sac using a micropipette. Keratoconjunctival epithelial staining and the property of the meibum were evaluated after BUT measurement. The overall epithelial damage was scored on a scale of 0–9 points, as described previously.26 The Schirmer test was performed last during eye surface evaluations. 
ANA Measurement
The Fitbit device and Fitbit Charge 5 app (Fitbit, Inc., San Francisco, CA, USA) were used for the ANA measurement.27 Fitbit Charge 5 uses photoplethysmography and a method to derive heart rate from photoplethysmography to calculate heart rate variability.28 ANA was continuously measured in the sitting position for 10 min. under each of three conditions: eyes closed, eyes open with natural blinking, and eyes open under ocular surface anesthesia with natural blinking, at least 10 min after the Schirmer test to minimize the effect of the Schirmer test on ANA. Benoxil ophthalmic solution 0.4% (Santen Pharmaceutical Co., Ltd.) was used for ocular surface anesthesia and was applied bilaterally. Breathing was measured naturally without any instruction to breathe deeply or shallowly. The room temperature was maintained at 23 °C–26 °C with 50%–60% humidity during the examinations. 
Autonomic nerve function was assessed by frequency analysis of the cardiac beat movements (fluctuations in heart rate intervals) and quantification of sympathetic and parasympathetic activity.29,30 This technique partitions the total variance (“power”) of a continuous series of beats into its frequency components, typically identifying two main peaks: component of low frequency (LF; 0.04–0.15 Hz) and high frequency (HF; 0.15–0.4 Hz).31,32 The HF peak reflects the cardiac parasympathetic nerve activity, whereas LF reflects cardiac sympathetic and parasympathetic nerve activity.2933 The LF/HF ratio is proposed to quantify the degree of sympathovagal balance and used as an index of sympathetic nerve function.29,30,3437 Coefficient of component variance of LF (ccvLF) and HF (ccvHF) reflect the variation of LF and HF, respectively.38 The values of ccvLF and ccvHF were calculated using the following formulas: ccvLF = √LF average (RR) × 100; ccvHF = √HF/average (RR) × 100. The heart rate variability metrics assessed in this study were LF, HF, LF/HF ratio, ccvLF, and ccvHF. 
Statistical Analyses
Data are presented as the mean ± standard deviation, wherever applicable. The scores of J-OSDI and the personality questionnaire and the DE and ANA parameters were compared between the sBUTDE and control groups using the Student t-test. ANA in the eyes open, eyes closed, and eyes open under ocular surface anesthesia conditions were compared within each group by using one-way ANOVA. Further analysis was performed using Dunnett's test. The differences in ANA levels between eyes open and eyes closed conditions, as well as between eyes open and eyes open under ocular surface anesthesia conditions, were compared between the groups. In the sBUTDE and control groups, the proportion of cases in which ANA increased or decreased because of eye opening and ocular surface anesthesia was examined using the χ2 test. 
To determine the factors associated with the presence and absence of DE symptoms overall, multiple regression analysis was performed. An ANCOVA test was performed to adjust for age and sex as covariates on ANA under closed eyes (the baseline) and to adjust for ANA under closed eyes as covariates on ANA under other eye conditions (the baselines). The proportion of patients showing fluctuating patterns of HF and LF/HF according to eye conditions was analyzed using the χ2 test. 
All statistical analyses were performed using SPSS statistical software (version 17.0 J for Windows; IBM, Armonk, NY, USA). Statistical significance was set at P < 0.05. 
Results
Demographics of the Study Population
Table 1 presents the demographic characteristics of the patients in the sBUTDE and control groups. No significant differences were observed in the grading scores relating to DE parameters and lid abnormalities (P > 0.05) except for BUT value, J-OSDI scores and vascular engorgement of lid margin at the lower lid (P < 0.05). 
Table 1.
 
Demographics of the Study Population
Table 1.
 
Demographics of the Study Population
Personality Questionnaire
The personality test showed a tendency to be higher in “neuroticism” (P = 0.07) and significantly lower in “openness” (P < 0.05) in the sBUTDE group (Table 2). 
Table 2.
 
Personality Assessments of Patients in the sBUTDE and Control Groups
Table 2.
 
Personality Assessments of Patients in the sBUTDE and Control Groups
ANA
The heart rate was 72.2 ± 9.4 beats/min with eyes closed, 72.0 ± 9.5 beats/min with eyes open, and 72.2 ± 9.4 beats/min with eyes open under topical anesthesia in the sBUTDE group whereas it was 76.3 ± 10.0 beats/min, 76.6 ± 10.1 beats/min, and 76.4 ± 9.6 beats/min in the non-DE group. 
Figure 1 shows the ANA associated with the three ocular conditions in the sBUTDE and control groups. LF/HF and ccvHF with eyes closed were significantly higher and lower, respectively, in the sBUTDE group than in the controls (P < 0.05). Regarding the difference between open and closed eyes, ΔHF, ΔccvHF, and ΔLF/HF were greater in sBUTDE than in non-DE (0.002 ± 0.005 vs. −0.0014 ± 0.005, P < 0.05; 0.009 ± 0.020 vs. −0.008 ± 0.020, P = 0.10; −1.916 ± 4.480 vs. 0.548 ± 2.113, P < 0.05). No significant differences were observed in all parameters between the sBUTDE and control groups for eyes open with and without topical anesthesia (−0.009 ± 0.04 vs.0.002 ± 0.030, P = 0.33; -0.005 ± 0.026 vs. −0.0004 ± 0.017, P = 0.56; 0.427 ± 2.441 vs. −0.383 ± 2.3319, P = 0.31). In sBUTDE, HF increased and LF/HF decreased with eye opening (P = 0.21 and P = 0.05, respectively), and showed trends opposite to those in the control; HF with eyes open decreased with ocular surface anesthesia (P = 0.38) and reached the same level as the controls. Figure 2 shows the individual trends in LF, HF, and LF/HF, and Table 3 shows the proportions of patients in the sBUTDE and control groups with changes in ANA in response to eye conditions. Regarding the changes in HF and LF/HF with eye opening, HF increased in 14 of 23 eyes (60.9%), and LF/HF decreased in nine of these 14 eyes (64.3%) with eye opening (P = 0.51) in the sBUTDE group. In the control group, there was a tendency for LF/HF to increase (11 of 14 eyes [78.6%]; P = 0.07) when HF decreased (14 of 24 eyes [58.3%]; P = 0.07) (i.e., the two moved in opposite directions), whereas no consistent trend was observed in the sBUTDE group. Next, regarding the changes in HF and LF/HF with eye opening and with subsequent ocular surface anesthesia, in the sBUTDE group, HF increased from closing to opening the eyes in 14 cases (60.9%); in these, HF decreased with ocular surface anesthesia in eight cases (57.1%; P > 0.05). Similarly, LF/HF decreased from closing to opening the eyes in 14 cases (60.9%), and, of these, LF/HF increased with ocular surface anesthesia in nine cases (64.3%; P > 0.05). In the control group, HF decreased from closing to opening the eyes in 14 cases (58.3%), and, of these, HF increased with ocular surface anesthesia in 11 cases (78.6%; P < 0.05). Similarly, LF/HF decreased from closing to opening the eyes in 15 cases (62.5%), and, of these, LF/HF increased with ocular surface anesthesia in 10 cases (66.5%; P > 0.05). In the ANCOVA test, the covariates age and sex had P = 0.89 and P = 0.45 for HF values with closed eyes, respectively, and P = 0.24 and P = 0.33 for LF/HF values with closed eyes, respectively. Furthermore, the covariates HF under closed eyes had P = 0.25 on HF value under opened eyes and P = 0.86 on HF value under opened eyes with topical anesthesia; the covariates LF/HF under closed eyes had P = 0.58 on HF value under opened eyes and P = 0.76 on HF value under opened eyes with topical anesthesia. Figure 3 illustrates the typical sBUTDE and non-DE cases of ANA. 
Figure 1.
 
Autonomic nerve activity in the sBUTDE and control groups. The black triangle indicates the average value. In the sBUTDE group, HF and ccvHF were higher (P = 0.05 and P < 0.05, respectively), and LF/HF was lower (P = 0.05) when the eyes were open than when the eyes were closed, whereas there were no significant differences between eyes open and closed in each parameter in the control group. Compared with controls, LF/HF of sBUTDEs when eyes were closed was significantly higher than that of controls. (P < 0.05), and ccvHF of sBUTDEs when the eyes were closed was significantly lower than that of controls (P < 0.05).
Figure 1.
 
Autonomic nerve activity in the sBUTDE and control groups. The black triangle indicates the average value. In the sBUTDE group, HF and ccvHF were higher (P = 0.05 and P < 0.05, respectively), and LF/HF was lower (P = 0.05) when the eyes were open than when the eyes were closed, whereas there were no significant differences between eyes open and closed in each parameter in the control group. Compared with controls, LF/HF of sBUTDEs when eyes were closed was significantly higher than that of controls. (P < 0.05), and ccvHF of sBUTDEs when the eyes were closed was significantly lower than that of controls (P < 0.05).
Figure 2.
 
Individual trends in LF, HF and LF/HF. (A) LF; (B) HF; (C) LF/HF. The changes following eye opening and subsequent ocular surface anesthesia were large in some cases in the sBUTDE group compared with those in the control group.
Figure 2.
 
Individual trends in LF, HF and LF/HF. (A) LF; (B) HF; (C) LF/HF. The changes following eye opening and subsequent ocular surface anesthesia were large in some cases in the sBUTDE group compared with those in the control group.
Table 3.
 
Proportion of Patients in sBUTDE and Control Groups Regarding Changes of Autonomic Nervous Activity in Response to Eye Condition
Table 3.
 
Proportion of Patients in sBUTDE and Control Groups Regarding Changes of Autonomic Nervous Activity in Response to Eye Condition
Figure 3.
 
Typical cases in the sBUTDE and control groups. (A) HF; (B) LF/HF. The sBUTDE case is a 52-year-old male patient with a J-OSDI score of 45.8 points, BUT of 0 sec, VS score of 1 point, and Schirmer value of 1 mm. The non-DE case is a 57-year-old man with a J-OSDI score of 0, BUT of 5.3 sec, VS score of 0 points, and Schirmer value of 9 mm. VAS, visual analog scale.
Figure 3.
 
Typical cases in the sBUTDE and control groups. (A) HF; (B) LF/HF. The sBUTDE case is a 52-year-old male patient with a J-OSDI score of 45.8 points, BUT of 0 sec, VS score of 1 point, and Schirmer value of 1 mm. The non-DE case is a 57-year-old man with a J-OSDI score of 0, BUT of 5.3 sec, VS score of 0 points, and Schirmer value of 9 mm. VAS, visual analog scale.
Factors Associated With HF Increase or LF/HF Decrease With Eye Opening in the sBUTDE Group
Multivariate regression analyses, with the dependent variables of age, sex, personality trait “openness,” OSDI, and BUT, were performed to examine whether there were specific characteristics in patients in whom HF increased and in whom LF/HF decreased with eye opening. 
No factors were significantly associated with HF increases with eye opening (Age, P = 0.55; Sex, P = 0.50; Openness, P = 0.17; OSDI, P = 0.78; BUT, P = 0.19). However, low “openness” in the personality trait was associated with LF/HF decreases with eye opening (Age, P = 0.21; Sex, P = 0.55; Openness, P = 0.04, OSDI, P = 0.25; BUT, P = 0.31). 
Factors Associated With the Presence or Absence of DE Symptoms
In the multivariate analysis, “openness” among personality traits, BUT, vascular engorgement of lid margin (lower lid), and HF and LF/HF with closed and opened eyes were selected as dependent variables. The independent variables were independent factors without associations with each other; LF reflecting the activity of both sympathetic and parasympathetic nerves, and ccvLF and ccvHF, calculated using LF and HF parameters, were excluded from the independent variables. 
Table 4 presents the results of multiple regression analysis to determine the factors associated with the overall presence or absence of DE symptoms. BUT, HF under opened eyes, and “openness” were significantly associated with the presence or absence of DE symptoms (P < 0.05). 
Table 4.
 
Association Between ANA Parameters and Dry Eye Symptoms
Table 4.
 
Association Between ANA Parameters and Dry Eye Symptoms
Discussion
This study clarified several interesting findings regarding ANA modulation in sBUTDE: (1) When the eyes were closed, sympathetic nerve activity was high, and parasympathetic nerve activity was relatively low. Opening the eyes decreased sympathetic nerve activity, whereas the trend was the opposite in the control group. Patients whose sympathetic nervous activity decreased with eye opening were more likely to have low “openness” as a personality trait. In addition, the ANA balance, in which parasympathetic nervous activity decreased when sympathetic nervous activity increased and vice versa, was disrupted, and the amount of change in ANA from eyes closed to eyes open was large. These results suggest that ANA may be disrupted in sBUTDE. (2) The presence and absence of DE symptoms was significantly associated with the BUT value, the HF value with eyes open, and the personality trait of “openness.” The ANA results are consistent with our previous studies, which revealed that ANA modulation, particularly parasympathetic nerve activity, may be involved in the manifestation of sBUTDE symptoms. (3) Furthermore, regarding the peripheral receptor or central level control of ANA modulation, which is the primary objective of this study, ocular surface anesthesia had no statistically significant effect on ANA in patients with sBUTDE overall. However, ocular surface anesthesia altered sympathetic and parasympathetic nerve activity levels to the same level as that of non-DE. Looking at the details, in approximately 60% of patients in which sympathetic activity decreased or parasympathetic activity increased with eye opening, ocular surface anesthesia tended to return to the activity state when the eyes were closed. This suggests that in sBUTDE, ANA modulation can be caused by peripheral, central, or mixed abnormalities. 
Parasympathetic activity becomes dominant when the eyes are closed (relaxed state),38 whereas sympathetic activity is dominant when the eyes are open. Opening the eyes stimulates receptors in the Müller muscle of the upper eyelid, which is controlled by the sympathetic nervous system and awakens the brain.39 However, contrary to the general concept, in patients with sBUTDE, low HF and high LF/HF were observed when the eyes were closed, and high HF and low LF/HF were observed when the eyes were opened, implying a predominance of sympathetic activity in closed eyes and a predominance of parasympathetic nerve activity in opened eyes. 
The specific ANA modulation observed in sBUTDE may be related to the peculiarities of the eyes. It is generally accepted that the sympathetic nervous system is activated under stress, and the parasympathetic nervous system is activated during relaxation. In the context of the eyes, stress is associated with the eyes being open, and relaxation is associated with the eyes being closed. Opening the eyes (a state of stress) induces pupillary and accommodative responses to visual stimulation.40 We previously reported that accommodative microfluctuation is larger in DE than in non-DE,41,42 consistent with this study's findings that parasympathetic nerve activity is greater in DE when the eyes are opened. Furthermore, exposure of the ocular surface by opening the eyes induces tear secretion,43 a response predominantly controlled by the parasympathetic nervous system. In modern society, where near-vision tasks are common, the parasympathetic nervous system is likely to become more dominant, causing stress. Therefore stress on the eyes may be the opposite of general stress, representing increased parasympathetic nerve activity. 
The number of individuals with DE (particularly sBUTDE) is increasing rapidly because of stressful lifestyle changes associated with the recent increase in the use of visual display terminals and the aging of the population.44,45 On the other hand, personality traits have been shown to be related to stress.46 Given that stress affects ANA,20,47,48 we thought that investigating the relationship between personality traits and ANA may lead to the elucidation of the etiology of sBUTDE. Regarding the personality test, the sBUTDE group exhibited lower levels of “openness” and higher levels of “neuroticism.” In particular, low openness was associated with decreased sympathetic nerve activity with eye opening and the presence of DE symptoms. Low openness is characterized by a dislike for adventure, not expressing emotions, a lack of interest in new ideas, reluctance to change the current situation, and a high value on authority and tradition.49 Additionally, “high neuroticism” is characterized by being easily emotionally reactive, pessimistic, anxious, easily hurt, and sensitive to other people's opinions.49 Regarding the relationship between stress and personality traits, there is a negative relationship with “openness” and a positive relationship with “neuroticism.”46 These suggest that patients with sBUTDE have defensive physical reactions in terms of emotions and feelings and a tendency to seek fulfillment through perseverance, resulting in stress accumulation. Stress is known to cause various diseases. Stress-related diseases include gastric and duodenal ulcers,50 bronchial asthma,51 back pain,52 cardiovascular disease,53 atopic dermatitis54; sBUTDE may also be one of them. Soriano et al.55 demonstrated a relationship between personality traits and neuropathic pain: Patients with chronic neuropathic pain exhibit high neuroticism, low extraversion, low openness to experience and responsibility, and moderate agreeableness. This finding suggests that personality traits may be involved in sBUTDE pathogenesis. 
Our study has a few limitations. First, the sample size of the study is small. A study with a larger population should be conducted in the future. Second, we did not examine confounding factors that could affect autonomic function, such as body position, menopause, lifestyle, or presence of other systemic diseases. Third, although a subject survey evaluating five personality traits was used in this study, more sophisticated personality evaluation should be recommended because patient reporting may not be very reliable. Moreover, we did not investigate the degree of subjective symptoms under ocular surface anesthesia. Fourth, the Fitbit system may underestimate heart rates.56 However, this study focused on heart rate variability and not heart rate values. It might be recommended to combine the data obtained by the Fitbit system with medical-grade devices. 
In conclusion, ANA modulation in sBUTDE can be caused by peripheral, central, or mixed abnormalities and exhibits the following characteristics: high sympathetic nerve activity at rest with eyes closed, high and unstable parasympathetic nerve activity with eyes open, and large changes in ANA when the eyes are opened and closed. In addition to ANA modulation, the unique personality trait of sBUTDE patients, namely, low “openness,” may be involved in the manifestation of DE symptoms. Understanding the pathogenesis of sBUTDE may aid in treatment strategies for cases that are refractory to conventional treatments. 
Acknowledgments
Disclosure: M. Kaido, None; R. Arita, None; Y. Mitsukura, None; B. Sumali, None; K. Tsubota, Tsubota Laboratory, Inc. (E) 
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Figure 1.
 
Autonomic nerve activity in the sBUTDE and control groups. The black triangle indicates the average value. In the sBUTDE group, HF and ccvHF were higher (P = 0.05 and P < 0.05, respectively), and LF/HF was lower (P = 0.05) when the eyes were open than when the eyes were closed, whereas there were no significant differences between eyes open and closed in each parameter in the control group. Compared with controls, LF/HF of sBUTDEs when eyes were closed was significantly higher than that of controls. (P < 0.05), and ccvHF of sBUTDEs when the eyes were closed was significantly lower than that of controls (P < 0.05).
Figure 1.
 
Autonomic nerve activity in the sBUTDE and control groups. The black triangle indicates the average value. In the sBUTDE group, HF and ccvHF were higher (P = 0.05 and P < 0.05, respectively), and LF/HF was lower (P = 0.05) when the eyes were open than when the eyes were closed, whereas there were no significant differences between eyes open and closed in each parameter in the control group. Compared with controls, LF/HF of sBUTDEs when eyes were closed was significantly higher than that of controls. (P < 0.05), and ccvHF of sBUTDEs when the eyes were closed was significantly lower than that of controls (P < 0.05).
Figure 2.
 
Individual trends in LF, HF and LF/HF. (A) LF; (B) HF; (C) LF/HF. The changes following eye opening and subsequent ocular surface anesthesia were large in some cases in the sBUTDE group compared with those in the control group.
Figure 2.
 
Individual trends in LF, HF and LF/HF. (A) LF; (B) HF; (C) LF/HF. The changes following eye opening and subsequent ocular surface anesthesia were large in some cases in the sBUTDE group compared with those in the control group.
Figure 3.
 
Typical cases in the sBUTDE and control groups. (A) HF; (B) LF/HF. The sBUTDE case is a 52-year-old male patient with a J-OSDI score of 45.8 points, BUT of 0 sec, VS score of 1 point, and Schirmer value of 1 mm. The non-DE case is a 57-year-old man with a J-OSDI score of 0, BUT of 5.3 sec, VS score of 0 points, and Schirmer value of 9 mm. VAS, visual analog scale.
Figure 3.
 
Typical cases in the sBUTDE and control groups. (A) HF; (B) LF/HF. The sBUTDE case is a 52-year-old male patient with a J-OSDI score of 45.8 points, BUT of 0 sec, VS score of 1 point, and Schirmer value of 1 mm. The non-DE case is a 57-year-old man with a J-OSDI score of 0, BUT of 5.3 sec, VS score of 0 points, and Schirmer value of 9 mm. VAS, visual analog scale.
Table 1.
 
Demographics of the Study Population
Table 1.
 
Demographics of the Study Population
Table 2.
 
Personality Assessments of Patients in the sBUTDE and Control Groups
Table 2.
 
Personality Assessments of Patients in the sBUTDE and Control Groups
Table 3.
 
Proportion of Patients in sBUTDE and Control Groups Regarding Changes of Autonomic Nervous Activity in Response to Eye Condition
Table 3.
 
Proportion of Patients in sBUTDE and Control Groups Regarding Changes of Autonomic Nervous Activity in Response to Eye Condition
Table 4.
 
Association Between ANA Parameters and Dry Eye Symptoms
Table 4.
 
Association Between ANA Parameters and Dry Eye Symptoms
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